diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_tensor([3341, 3341])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_tensor([3341, 3341])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1bab67e169b7d2706b80257bde4cd17981784dac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_tensor([3341, 3341])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera moves forward at an incredibly slow pace (slow dolly in), leading the viewer deep into a dense autumn forest. Warm afternoon sunlight penetrates the dense branches of the towering trees, creating distinct, dust-filled golden shafts of light and creating a striking Tyndall effect. Countless golden autumn leaves, their dry edges slightly curled, drift gracefully, twirling and swaying from above like a silent golden raindrop. Each fallen leaf, illuminated as it passes through the shafts of light, becomes almost translucent, its edges shimmering with a soft halo. A thick blanket of crimson and orange leaves blankets the ground, creating a rich gradation of color against the golden hues of the air. The image's intensely saturated colors, interweaving rich golds, fiery oranges, and deep reds, create a powerful documentary feel, reminiscent of a Steve McCurry photograph, capturing a natural moment of tranquility, grandeur, and vitality.", + "seed": 10098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_3341_seed_10098_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048349852696992456, + "vlm_logprob": -0.048349852696992456, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.048349852696992456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09952564537525177 + ], + "opposite_logprob_tokens": [ + -2.4745256900787354 + ], + "logprob_reward": -0.09952564537525177, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09952564537525177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18165084719657898, + 0.0564071461558342, + 0.07831312716007233, + 0.1430615484714508, + 0.14816676080226898, + 0.02961868792772293, + 0.023540768772363663, + 0.19487252831459045, + 0.10111350566148758, + 0.043255098164081573 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.09952564537525177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295747756958008 + ], + "opposite_logprob_tokens": [ + -2.23795747756958 + ], + "logprob_reward": -0.11295747756958008, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295747756958008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24319998919963837, + 0.0227982085198164, + 0.06542640179395676, + 0.11528085917234421, + 0.07413045316934586, + 0.05816143378615379, + 0.02276160754263401, + 0.24276936054229736, + 0.09249746799468994, + 0.06297425925731659 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.11295747756958008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019512200960889459 + ], + "opposite_logprob_tokens": [ + -6.251951217651367 + ], + "logprob_reward": -0.0019512200960889459, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019512200960889459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18450386822223663, + 0.07978048175573349, + 0.15460138022899628, + 0.12666049599647522, + 0.10525578260421753, + 0.08229522407054901, + 0.04534527659416199, + 0.07428579032421112, + 0.09878374636173248, + 0.04848794639110565 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0019512200960889459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058405987918377 + ], + "opposite_logprob_tokens": [ + -3.8955841064453125 + ], + "logprob_reward": -0.02058405987918377, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058405987918377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17733637988567352, + 0.09850641340017319, + 0.09268037974834442, + 0.09161979705095291, + 0.06635819375514984, + 0.119599349796772, + 0.022759167477488518, + 0.07656101882457733, + 0.17797787487506866, + 0.07660136371850967 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02058405987918377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730860564857721 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006730860564857721, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730860564857721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17994482815265656, + 0.07656515389680862, + 0.13240519165992737, + 0.08461674302816391, + 0.13294334709644318, + 0.0471675843000412, + 0.04066632315516472, + 0.05882633849978447, + 0.1640857607126236, + 0.08277870714664459 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.006730860564857721 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera moves forward at an incredibly slow pace (slow dolly in), leading the viewer deep into a dense autumn forest. Warm afternoon sunlight penetrates the dense branches of the towering trees, creating distinct, dust-filled golden shafts of light and creating a striking Tyndall effect. Countless golden autumn leaves, their dry edges slightly curled, drift gracefully, twirling and swaying from above like a silent golden raindrop. Each fallen leaf, illuminated as it passes through the shafts of light, becomes almost translucent, its edges shimmering with a soft halo. A thick blanket of crimson and orange leaves blankets the ground, creating a rich gradation of color against the golden hues of the air. The image's intensely saturated colors, interweaving rich golds, fiery oranges, and deep reds, create a powerful documentary feel, reminiscent of a Steve McCurry photograph, capturing a natural moment of tranquility, grandeur, and vitality.", + "seed": 10099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_3341_seed_10099_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03588693963829428, + "vlm_logprob": -0.03588693963829428, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03588693963829428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07157645374536514 + ], + "opposite_logprob_tokens": [ + -2.8215763568878174 + ], + "logprob_reward": -0.07157645374536514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07157645374536514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631559133529663, + 0.08541534841060638, + 0.22632771730422974, + 0.1325928121805191, + 0.16921663284301758, + 0.03812683746218681, + 0.08357202261686325, + 0.01430197898298502, + 0.04384756460785866, + 0.0434432327747345 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.07157645374536514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900222390890121 + ], + "opposite_logprob_tokens": [ + -2.5790021419525146 + ], + "logprob_reward": -0.07900222390890121, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900222390890121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08694209158420563, + 0.06124821677803993, + 0.08288074284791946, + 0.04281758517026901, + 0.18444989621639252, + 0.01972801797091961, + 0.060187168419361115, + 0.038308463990688324, + 0.3796558082103729, + 0.04378197714686394 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.07900222390890121 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019515770254656672 + ], + "opposite_logprob_tokens": [ + -6.251951694488525 + ], + "logprob_reward": -0.0019515770254656672, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019515770254656672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09766353666782379, + 0.10208477079868317, + 0.2528868317604065, + 0.044354818761348724, + 0.10664180666208267, + 0.014074577949941158, + 0.1915336698293686, + 0.03648940101265907, + 0.12591101229190826, + 0.028359584510326385 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.0019515770254656672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329273335635662 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.02329273335635662, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329273335635662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041865453124046326, + 0.04254664108157158, + 0.22521306574344635, + 0.031233500689268112, + 0.1557977795600891, + 0.015297029167413712, + 0.05174710229039192, + 0.025048574432730675, + 0.38935714960098267, + 0.02189365215599537 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.02329273335635662 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036117101553827524 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036117101553827524, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036117101553827524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08668836951255798, + 0.09569058567285538, + 0.09080956876277924, + 0.14236672222614288, + 0.2807791233062744, + 0.02267330512404442, + 0.08065321296453476, + 0.022815855219960213, + 0.11827971786260605, + 0.05924353003501892 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.0036117101553827524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera moves forward at an incredibly slow pace (slow dolly in), leading the viewer deep into a dense autumn forest. Warm afternoon sunlight penetrates the dense branches of the towering trees, creating distinct, dust-filled golden shafts of light and creating a striking Tyndall effect. Countless golden autumn leaves, their dry edges slightly curled, drift gracefully, twirling and swaying from above like a silent golden raindrop. Each fallen leaf, illuminated as it passes through the shafts of light, becomes almost translucent, its edges shimmering with a soft halo. A thick blanket of crimson and orange leaves blankets the ground, creating a rich gradation of color against the golden hues of the air. The image's intensely saturated colors, interweaving rich golds, fiery oranges, and deep reds, create a powerful documentary feel, reminiscent of a Steve McCurry photograph, capturing a natural moment of tranquility, grandeur, and vitality.", + "seed": 10100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_3341_seed_10100_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04227218539454043, + "vlm_logprob": -0.04227218539454043, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.04227218539454043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10092057287693024 + ], + "opposite_logprob_tokens": [ + -2.4759206771850586 + ], + "logprob_reward": -0.10092057287693024, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10092057287693024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13677766919136047, + 0.05051921680569649, + 0.37712469696998596, + 0.03332773596048355, + 0.038163281977176666, + 0.031251948326826096, + 0.05838075280189514, + 0.2003687620162964, + 0.044046398252248764, + 0.030039582401514053 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.10092057287693024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890532061457634 + ], + "opposite_logprob_tokens": [ + -2.464053153991699 + ], + "logprob_reward": -0.0890532061457634, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890532061457634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09209083020687103, + 0.03908552974462509, + 0.22242116928100586, + 0.04809659719467163, + 0.05384305492043495, + 0.02193325385451317, + 0.07174427807331085, + 0.2701650559902191, + 0.10205616801977158, + 0.07856402546167374 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.0890532061457634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025015748105943203 + ], + "opposite_logprob_tokens": [ + -6.002501487731934 + ], + "logprob_reward": -0.0025015748105943203, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025015748105943203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11581408977508545, + 0.04321001097559929, + 0.38198238611221313, + 0.0897761657834053, + 0.08620496839284897, + 0.03895239531993866, + 0.04121709614992142, + 0.10280083119869232, + 0.0684392973780632, + 0.031602758914232254 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0025015748105943203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11820806562900543, + 0.04476841539144516, + 0.6309919357299805, + 0.033359088003635406, + 0.03831380978226662, + 0.03958200290799141, + 0.02167503349483013, + 0.03239372372627258, + 0.03105420619249344, + 0.009653753601014614 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07160467654466629, + 0.029366979375481606, + 0.6210401058197021, + 0.028312962502241135, + 0.057079777121543884, + 0.030055569484829903, + 0.04344520345330238, + 0.04846501350402832, + 0.044018227607011795, + 0.026611533015966415 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.002814976265653968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera moves forward at an incredibly slow pace (slow dolly in), leading the viewer deep into a dense autumn forest. Warm afternoon sunlight penetrates the dense branches of the towering trees, creating distinct, dust-filled golden shafts of light and creating a striking Tyndall effect. Countless golden autumn leaves, their dry edges slightly curled, drift gracefully, twirling and swaying from above like a silent golden raindrop. Each fallen leaf, illuminated as it passes through the shafts of light, becomes almost translucent, its edges shimmering with a soft halo. A thick blanket of crimson and orange leaves blankets the ground, creating a rich gradation of color against the golden hues of the air. The image's intensely saturated colors, interweaving rich golds, fiery oranges, and deep reds, create a powerful documentary feel, reminiscent of a Steve McCurry photograph, capturing a natural moment of tranquility, grandeur, and vitality.", + "seed": 10101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_0/index_3341_seed_10101_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07673164405860007, + "vlm_logprob": -0.07673164405860007, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.07673164405860007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19114595651626587 + ], + "opposite_logprob_tokens": [ + -1.941145896911621 + ], + "logprob_reward": -0.19114595651626587, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19114595651626587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17385123670101166, + 0.06506772339344025, + 0.060735151171684265, + 0.09054190665483475, + 0.12651890516281128, + 0.03828921914100647, + 0.1758211851119995, + 0.14528386294841766, + 0.04286076873540878, + 0.0810299888253212 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.19114595651626587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708963453769684 + ], + "opposite_logprob_tokens": [ + -2.127089738845825 + ], + "logprob_reward": -0.12708963453769684, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708963453769684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22926738858222961, + 0.07165785878896713, + 0.03671078011393547, + 0.08127642422914505, + 0.08083268254995346, + 0.07465113699436188, + 0.15501701831817627, + 0.15336762368679047, + 0.037088166922330856, + 0.08013097941875458 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.12708963453769684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002834947081282735 + ], + "opposite_logprob_tokens": [ + -5.877834796905518 + ], + "logprob_reward": -0.002834947081282735, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002834947081282735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957107126712799, + 0.05201820656657219, + 0.15349677205085754, + 0.06590677052736282, + 0.061456482857465744, + 0.03898715227842331, + 0.11030183732509613, + 0.13493669033050537, + 0.04030488431453705, + 0.046880461275577545 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.002834947081282735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054962873458862305 + ], + "opposite_logprob_tokens": [ + -2.9299628734588623 + ], + "logprob_reward": -0.054962873458862305, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054962873458862305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10892228037118912, + 0.0894157811999321, + 0.25580987334251404, + 0.10697373747825623, + 0.10968220233917236, + 0.08653701096773148, + 0.05462303012609482, + 0.05976232513785362, + 0.03686419501900673, + 0.09140955656766891 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.054962873458862305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly (slow dolly in) into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are distinct golden shafts of light with a visible Tyndall effect present in the dense autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless golden autumn leaves with dry, curled edges seen drifting and twirling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground covered by a thick blanket of crimson and orange leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09115611761808395, + 0.08834550529718399, + 0.15855656564235687, + 0.07037903368473053, + 0.22686134278774261, + 0.030235225334763527, + 0.06908085942268372, + 0.06923680007457733, + 0.021489769220352173, + 0.17465871572494507 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.007624808698892593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_tensor([7920, 7920])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_tensor([7920, 7920])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb78e8bb7091667309569c7c249e82077b23ccdc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_tensor([7920, 7920])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot, the camera slowly panning left, follows a group of heavily armored cavalrymen as they patrol the crest of a desolate wall constructed from massive, rough, black rock. The image is rendered in stunning high-contrast black and white, with a pure, bottomless black sky against the backdrop, rendering the cavalrymen's silhouettes as sharp as siloes. The cavalrymen are clad in full suits of intricately carved Gothic plate armor, their closed helmets revealing only narrow eye slits, obscuring their faces. Their majestic warhorses, similarly clad in heavy metal armor, trot in measured, ponderous steps. A sharp, cold light, from an unknown source, shines from the side, reflecting a dazzling, almost liquid-metal gleam off the edges of their armor and casting long, twisting black shadows behind them and across the weathered, cracked wall. This silent column advances with a steady, oppressive rhythm, spears pointed skyward, creating an atmosphere of austere, timeless, and threatening tranquility.", + "seed": 8832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_7920_seed_8832_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2077831629663706, + "vlm_logprob": -0.2077831629663706, + "vlm_yes_no_margin": 2.249999976158142, + "vlm_token_credit": -0.2077831629663706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.44665467739105225 + ], + "opposite_logprob_tokens": [ + -1.0716546773910522 + ], + "logprob_reward": -0.44665467739105225, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.44665467739105225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036377862095832825, + 0.02962099015712738, + 0.026816045865416527, + 0.07669628411531448, + 0.01926111802458763, + 0.012989260256290436, + 0.009694557636976242, + 0.016525808721780777, + 0.7621985077857971, + 0.00981956161558628 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.44665467739105225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486640751361847 + ], + "opposite_logprob_tokens": [ + -1.2236640453338623 + ], + "logprob_reward": -0.3486640751361847, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486640751361847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09473934769630432, + 0.2796362042427063, + 0.06367336958646774, + 0.23492346704006195, + 0.03799622133374214, + 0.02832465060055256, + 0.05079810321331024, + 0.07343491166830063, + 0.11197400093078613, + 0.02449979819357395 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.3486640751361847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704165279865265 + ], + "opposite_logprob_tokens": [ + -2.1270415782928467 + ], + "logprob_reward": -0.12704165279865265, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704165279865265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09234022349119186, + 0.10913235694169998, + 0.054646484553813934, + 0.11854078620672226, + 0.036995161324739456, + 0.030469384044408798, + 0.02117590792477131, + 0.06778781861066818, + 0.430248498916626, + 0.03866337239742279 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.12704165279865265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616461530327797 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616461530327797, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616461530327797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06461558490991592, + 0.07357317209243774, + 0.030186491087079048, + 0.10015549510717392, + 0.04537322744727135, + 0.02706887200474739, + 0.014491020701825619, + 0.011649430729448795, + 0.6217394471168518, + 0.011147260665893555 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.003616461530327797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293894797563553 + ], + "opposite_logprob_tokens": [ + -2.23793888092041 + ], + "logprob_reward": -0.11293894797563553, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293894797563553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03924674913287163, + 0.03244677186012268, + 0.02127523347735405, + 0.043406568467617035, + 0.01748846285045147, + 0.01556424330919981, + 0.008522274903953075, + 0.05030006170272827, + 0.755483865737915, + 0.016265757381916046 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.11293894797563553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly panning left, follows a group of heavily armored cavalrymen as they patrol the crest of a desolate wall constructed from massive, rough, black rock. The image is rendered in stunning high-contrast black and white, with a pure, bottomless black sky against the backdrop, rendering the cavalrymen's silhouettes as sharp as siloes. The cavalrymen are clad in full suits of intricately carved Gothic plate armor, their closed helmets revealing only narrow eye slits, obscuring their faces. Their majestic warhorses, similarly clad in heavy metal armor, trot in measured, ponderous steps. A sharp, cold light, from an unknown source, shines from the side, reflecting a dazzling, almost liquid-metal gleam off the edges of their armor and casting long, twisting black shadows behind them and across the weathered, cracked wall. This silent column advances with a steady, oppressive rhythm, spears pointed skyward, creating an atmosphere of austere, timeless, and threatening tranquility.", + "seed": 8833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_7920_seed_8833_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24717268627136946, + "vlm_logprob": -0.24717268627136946, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.24717268627136946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5573447942733765 + ], + "opposite_logprob_tokens": [ + -0.9323447942733765 + ], + "logprob_reward": -0.5573447942733765, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5573447942733765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10885516554117203, + 0.07784576714038849, + 0.12771469354629517, + 0.10906188189983368, + 0.1752440482378006, + 0.04256394878029823, + 0.07715138792991638, + 0.02601243369281292, + 0.032131437212228775, + 0.2234192192554474 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.5573447942733765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761816501617432 + ], + "opposite_logprob_tokens": [ + -0.8261816501617432 + ], + "logprob_reward": -0.5761816501617432, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761816501617432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28790226578712463, + 0.11748131364583969, + 0.2017102986574173, + 0.03087414987385273, + 0.1387515515089035, + 0.06492993235588074, + 0.03026551753282547, + 0.03087512217462063, + 0.01411242876201868, + 0.08309736847877502 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.5761816501617432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350723579525948 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.026350723579525948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350723579525948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19654223322868347, + 0.1632605344057083, + 0.052925556898117065, + 0.05466175824403763, + 0.1038338765501976, + 0.22488674521446228, + 0.028888361528515816, + 0.02998206950724125, + 0.019997699186205864, + 0.12502117455005646 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.026350723579525948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14102119207382202, + 0.20536744594573975, + 0.037700146436691284, + 0.0334719754755497, + 0.08868107944726944, + 0.06907834857702255, + 0.04138913005590439, + 0.0235663540661335, + 0.04854020103812218, + 0.3111841678619385 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00595355499535799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003270834684372 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003270834684372, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003270834684372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37168943881988525, + 0.10053926706314087, + 0.051478754729032516, + 0.08002413064241409, + 0.10021117329597473, + 0.11813093721866608, + 0.0447661355137825, + 0.022589970380067825, + 0.034536212682724, + 0.07603400200605392 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.07003270834684372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly panning left, follows a group of heavily armored cavalrymen as they patrol the crest of a desolate wall constructed from massive, rough, black rock. The image is rendered in stunning high-contrast black and white, with a pure, bottomless black sky against the backdrop, rendering the cavalrymen's silhouettes as sharp as siloes. The cavalrymen are clad in full suits of intricately carved Gothic plate armor, their closed helmets revealing only narrow eye slits, obscuring their faces. Their majestic warhorses, similarly clad in heavy metal armor, trot in measured, ponderous steps. A sharp, cold light, from an unknown source, shines from the side, reflecting a dazzling, almost liquid-metal gleam off the edges of their armor and casting long, twisting black shadows behind them and across the weathered, cracked wall. This silent column advances with a steady, oppressive rhythm, spears pointed skyward, creating an atmosphere of austere, timeless, and threatening tranquility.", + "seed": 8834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_7920_seed_8834_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11460666633211077, + "vlm_logprob": -0.11460666633211077, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.11460666633211077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07931555807590485 + ], + "opposite_logprob_tokens": [ + -2.704315662384033 + ], + "logprob_reward": -0.07931555807590485, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07931555807590485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1712419092655182, + 0.10590359568595886, + 0.06711795926094055, + 0.20609791576862335, + 0.11230283975601196, + 0.11974897980690002, + 0.07992226630449295, + 0.05360284447669983, + 0.05207657068967819, + 0.0319850891828537 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07931555807590485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289137125015259 + ], + "opposite_logprob_tokens": [ + -1.0539137125015259 + ], + "logprob_reward": -0.4289137125015259, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289137125015259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10622117668390274, + 0.05969107896089554, + 0.10415488481521606, + 0.09662635624408722, + 0.11555984616279602, + 0.19500163197517395, + 0.04855934903025627, + 0.06873293966054916, + 0.09972850978374481, + 0.10572417080402374 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.4289137125015259 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538178823888302 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538178823888302, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538178823888302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17142677307128906, + 0.15697160363197327, + 0.07008899748325348, + 0.09836165606975555, + 0.08857695758342743, + 0.1107548326253891, + 0.05779099836945534, + 0.04297763109207153, + 0.033633168786764145, + 0.16941742599010468 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012538178823888302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036159863229840994 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036159863229840994, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036159863229840994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134002223610878, + 0.17553941905498505, + 0.039529409259557724, + 0.06496782600879669, + 0.08843712508678436, + 0.05584089085459709, + 0.27290084958076477, + 0.06788528710603714, + 0.02869374118745327, + 0.07220319658517838 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0036159863229840994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864989593625069 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864989593625069, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864989593625069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21441560983657837, + 0.1569824069738388, + 0.09631402045488358, + 0.06534445285797119, + 0.19739235937595367, + 0.04977228119969368, + 0.06901410967111588, + 0.05866524577140808, + 0.0285342987626791, + 0.06356514990329742 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04864989593625069 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly panning left, follows a group of heavily armored cavalrymen as they patrol the crest of a desolate wall constructed from massive, rough, black rock. The image is rendered in stunning high-contrast black and white, with a pure, bottomless black sky against the backdrop, rendering the cavalrymen's silhouettes as sharp as siloes. The cavalrymen are clad in full suits of intricately carved Gothic plate armor, their closed helmets revealing only narrow eye slits, obscuring their faces. Their majestic warhorses, similarly clad in heavy metal armor, trot in measured, ponderous steps. A sharp, cold light, from an unknown source, shines from the side, reflecting a dazzling, almost liquid-metal gleam off the edges of their armor and casting long, twisting black shadows behind them and across the weathered, cracked wall. This silent column advances with a steady, oppressive rhythm, spears pointed skyward, creating an atmosphere of austere, timeless, and threatening tranquility.", + "seed": 8835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_1/index_7920_seed_8835_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2418170223478228, + "vlm_logprob": -0.2418170223478228, + "vlm_yes_no_margin": 2.674999988079071, + "vlm_token_credit": -0.2418170223478228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5139384865760803 + ], + "opposite_logprob_tokens": [ + -1.0139384269714355 + ], + "logprob_reward": -0.5139384865760803, + "yes_no_margin_reward": 0.4999999403953552, + "token_credit_reward": -0.5139384865760803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4798438847064972, + 0.045586179941892624, + 0.13365164399147034, + 0.07587745785713196, + 0.05004328116774559, + 0.1259559839963913, + 0.02290572226047516, + 0.013429156504571438, + 0.018581869080662727, + 0.03412479907274246 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5139384865760803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328467130661011 + ], + "opposite_logprob_tokens": [ + -0.7578467130661011 + ], + "logprob_reward": -0.6328467130661011, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328467130661011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6906055808067322, + 0.054262030869722366, + 0.04324319213628769, + 0.022231733426451683, + 0.02543754316866398, + 0.05253985524177551, + 0.02379429340362549, + 0.0307315681129694, + 0.027144376188516617, + 0.03000975400209427 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.6328467130661011 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3067236840724945, + 0.05688784644007683, + 0.1368422508239746, + 0.09235846251249313, + 0.14402827620506287, + 0.05081819370388985, + 0.059504322707653046, + 0.06455466896295547, + 0.04152879863977432, + 0.04675346985459328 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02058674581348896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34123218059539795, + 0.12990908324718475, + 0.05221973732113838, + 0.09747409075498581, + 0.04577994719147682, + 0.06999971717596054, + 0.1908533275127411, + 0.015543528832495213, + 0.025602076202630997, + 0.03138638287782669 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left while following the group?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the subjects heavily armored cavalrymen patrolling a crest of a wall made of massive, rough, black rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in high-contrast black and white with a pure, bottomless black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cavalrymen wear intricately carved Gothic plate armor with closed helmets featuring narrow eye slits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809397295117378 + ], + "opposite_logprob_tokens": [ + -3.2880940437316895 + ], + "logprob_reward": -0.03809397295117378, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809397295117378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41666433215141296, + 0.04398038610816002, + 0.1026790589094162, + 0.09561654180288315, + 0.1009301245212555, + 0.01987764611840248, + 0.053693465888500214, + 0.04990045726299286, + 0.07047107815742493, + 0.0461868979036808 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03809397295117378 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_tensor([6864, 6864])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_tensor([6864, 6864])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d5cba4aa5a60929ae34740533e579dc0a9b6844 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_tensor([6864, 6864])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static, high-angle shot captures a stack of ancient official documents resting on a dark, polished wood surface, the entire scene rendered in ultra-high definition. Thick, cream-colored parchment is covered in dense black calligraphy, and several documents are stamped with fragile crimson wax seals with ornate crests. A single dramatic light source from the side casts deep shadows, accentuating the crisp texture of the paper and the raised relief of the seals, creating a tense and mysterious atmosphere. The transformation begins subtly as the paper fibers visibly darken and soften, the intricate text begins to bleed and flow, and the documents inexorably begin to liquefy. The solid wax seals melt and lose their shape, their crimson swirls reflecting the single light source on their smooth surface with pristine clarity as the entire wax seal gradually collapses into a viscous, ink-stained black puddle, slowly swirling with black eddies.", + "seed": 5043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_6864_seed_5043_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026005546818487345, + "vlm_logprob": -0.026005546818487345, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.026005546818487345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024329662322998047 + ], + "opposite_logprob_tokens": [ + -3.774329662322998 + ], + "logprob_reward": -0.024329662322998047, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024329662322998047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10106125473976135, + 0.05919657647609711, + 0.039134856313467026, + 0.05940565839409828, + 0.10880923271179199, + 0.2185494303703308, + 0.17705705761909485, + 0.023016994819045067, + 0.1416606605052948, + 0.07210827618837357 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.024329662322998047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009326160652562976 + ], + "opposite_logprob_tokens": [ + -7.000932693481445 + ], + "logprob_reward": -0.0009326160652562976, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009326160652562976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13097870349884033, + 0.09178715944290161, + 0.052179571241140366, + 0.1498720496892929, + 0.08678259700536728, + 0.10275104641914368, + 0.06742992252111435, + 0.030092114582657814, + 0.12102466821670532, + 0.1671021282672882 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0009326160652562976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890323743224144 + ], + "opposite_logprob_tokens": [ + -2.4640324115753174 + ], + "logprob_reward": -0.0890323743224144, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890323743224144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08648856729269028, + 0.06559315323829651, + 0.03819156438112259, + 0.12183935940265656, + 0.13656534254550934, + 0.1518813818693161, + 0.11285647749900818, + 0.07267602533102036, + 0.07395146042108536, + 0.13995660841464996 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0890323743224144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254265196621418 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.01254265196621418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254265196621418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10118219256401062, + 0.05322159826755524, + 0.05877931788563728, + 0.1153450682759285, + 0.12777169048786163, + 0.03768404945731163, + 0.04132271558046341, + 0.0529535710811615, + 0.23324866592884064, + 0.17849110066890717 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.01254265196621418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190429415553808 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190429415553808, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190429415553808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07765161246061325, + 0.04988778382539749, + 0.06559247523546219, + 0.03917388245463371, + 0.25794026255607605, + 0.02379036508500576, + 0.03426508605480194, + 0.041420724242925644, + 0.25237077474594116, + 0.15790702402591705 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.003190429415553808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static, high-angle shot captures a stack of ancient official documents resting on a dark, polished wood surface, the entire scene rendered in ultra-high definition. Thick, cream-colored parchment is covered in dense black calligraphy, and several documents are stamped with fragile crimson wax seals with ornate crests. A single dramatic light source from the side casts deep shadows, accentuating the crisp texture of the paper and the raised relief of the seals, creating a tense and mysterious atmosphere. The transformation begins subtly as the paper fibers visibly darken and soften, the intricate text begins to bleed and flow, and the documents inexorably begin to liquefy. The solid wax seals melt and lose their shape, their crimson swirls reflecting the single light source on their smooth surface with pristine clarity as the entire wax seal gradually collapses into a viscous, ink-stained black puddle, slowly swirling with black eddies.", + "seed": 5044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_6864_seed_5044_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014494935469701885, + "vlm_logprob": -0.014494935469701885, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014494935469701885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016911348327994347 + ], + "opposite_logprob_tokens": [ + -4.141911506652832 + ], + "logprob_reward": -0.016911348327994347, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016911348327994347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12712819874286652, + 0.1325371116399765, + 0.024126416072249413, + 0.032023582607507706, + 0.05268929526209831, + 0.02627568319439888, + 0.08528734743595123, + 0.10257776081562042, + 0.22709538042545319, + 0.19025923311710358 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.016911348327994347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002509423065930605 + ], + "opposite_logprob_tokens": [ + -6.002509593963623 + ], + "logprob_reward": -0.002509423065930605, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002509423065930605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17582319676876068, + 0.07808001339435577, + 0.04622016102075577, + 0.04013858363032341, + 0.08162087947130203, + 0.03286793828010559, + 0.1381223350763321, + 0.19477970898151398, + 0.15591688454151154, + 0.05643029510974884 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.002509423065930605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043073903769254684 + ], + "opposite_logprob_tokens": [ + -3.168073892593384 + ], + "logprob_reward": -0.043073903769254684, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043073903769254684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11750562489032745, + 0.08819586038589478, + 0.023715874180197716, + 0.0546029731631279, + 0.07137042284011841, + 0.03882192447781563, + 0.044811636209487915, + 0.1873135268688202, + 0.16111406683921814, + 0.21254806220531464 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.043073903769254684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11408185213804245, + 0.03650123253464699, + 0.019618302583694458, + 0.037308938801288605, + 0.06133405491709709, + 0.09762561321258545, + 0.08924315124750137, + 0.35620594024658203, + 0.0929972231388092, + 0.09508374333381653 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.00864217709749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013378250878304243 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013378250878304243, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013378250878304243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10619346797466278, + 0.029113609343767166, + 0.027492191642522812, + 0.042009275406599045, + 0.06594159454107285, + 0.05050019547343254, + 0.05567452684044838, + 0.39865967631340027, + 0.10952401161193848, + 0.11489146947860718 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0013378250878304243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static, high-angle shot captures a stack of ancient official documents resting on a dark, polished wood surface, the entire scene rendered in ultra-high definition. Thick, cream-colored parchment is covered in dense black calligraphy, and several documents are stamped with fragile crimson wax seals with ornate crests. A single dramatic light source from the side casts deep shadows, accentuating the crisp texture of the paper and the raised relief of the seals, creating a tense and mysterious atmosphere. The transformation begins subtly as the paper fibers visibly darken and soften, the intricate text begins to bleed and flow, and the documents inexorably begin to liquefy. The solid wax seals melt and lose their shape, their crimson swirls reflecting the single light source on their smooth surface with pristine clarity as the entire wax seal gradually collapses into a viscous, ink-stained black puddle, slowly swirling with black eddies.", + "seed": 5045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_6864_seed_5045_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1990593140013516, + "vlm_logprob": -0.1990593140013516, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1990593140013516, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.758404016494751 + ], + "opposite_logprob_tokens": [ + -0.633404016494751 + ], + "logprob_reward": -0.758404016494751, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.758404016494751, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11764296144247055, + 0.0594184510409832, + 0.07134098559617996, + 0.1901721954345703, + 0.077605701982975, + 0.04834643006324768, + 0.0686725527048111, + 0.0938119888305664, + 0.17297853529453278, + 0.10001026093959808 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.758404016494751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009815523400902748 + ], + "opposite_logprob_tokens": [ + -4.634815692901611 + ], + "logprob_reward": -0.009815523400902748, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009815523400902748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10268252342939377, + 0.054606810212135315, + 0.027866974472999573, + 0.16542206704616547, + 0.04873267933726311, + 0.021662309765815735, + 0.09630202502012253, + 0.09230340272188187, + 0.26263970136642456, + 0.12778142094612122 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.009815523400902748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037775576114655 + ], + "opposite_logprob_tokens": [ + -1.9103777408599854 + ], + "logprob_reward": -0.16037775576114655, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037775576114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03610992059111595, + 0.014507529325783253, + 0.059498511254787445, + 0.040817297995090485, + 0.04499071463942528, + 0.022835439071059227, + 0.32265207171440125, + 0.09719214588403702, + 0.28838157653808594, + 0.07301481813192368 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.16037775576114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062057919800281525 + ], + "opposite_logprob_tokens": [ + -2.8120579719543457 + ], + "logprob_reward": -0.062057919800281525, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062057919800281525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06660940498113632, + 0.037663910537958145, + 0.01929517835378647, + 0.12077276408672333, + 0.039632026106119156, + 0.050040267407894135, + 0.08063920587301254, + 0.12655596435070038, + 0.3721858561038971, + 0.08660539984703064 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.062057919800281525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464135454967618 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464135454967618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464135454967618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06274525076150894, + 0.04312928020954132, + 0.015862366184592247, + 0.0412333607673645, + 0.032569821923971176, + 0.03763439133763313, + 0.12824685871601105, + 0.23262158036231995, + 0.32820451259613037, + 0.07775253057479858 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.00464135454967618 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static, high-angle shot captures a stack of ancient official documents resting on a dark, polished wood surface, the entire scene rendered in ultra-high definition. Thick, cream-colored parchment is covered in dense black calligraphy, and several documents are stamped with fragile crimson wax seals with ornate crests. A single dramatic light source from the side casts deep shadows, accentuating the crisp texture of the paper and the raised relief of the seals, creating a tense and mysterious atmosphere. The transformation begins subtly as the paper fibers visibly darken and soften, the intricate text begins to bleed and flow, and the documents inexorably begin to liquefy. The solid wax seals melt and lose their shape, their crimson swirls reflecting the single light source on their smooth surface with pristine clarity as the entire wax seal gradually collapses into a viscous, ink-stained black puddle, slowly swirling with black eddies.", + "seed": 5046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_10/index_6864_seed_5046_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07322821766138077, + "vlm_logprob": -0.07322821766138077, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.07322821766138077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11361421644687653 + ], + "opposite_logprob_tokens": [ + -2.238614320755005 + ], + "logprob_reward": -0.11361421644687653, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11361421644687653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27260032296180725, + 0.10477935522794724, + 0.06069660186767578, + 0.12490034848451614, + 0.04182783514261246, + 0.22284609079360962, + 0.050381533801555634, + 0.05204075574874878, + 0.03196628391742706, + 0.03796091303229332 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.11361421644687653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005975477397441864 + ], + "opposite_logprob_tokens": [ + -5.130975246429443 + ], + "logprob_reward": -0.005975477397441864, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005975477397441864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4826747477054596, + 0.09249065071344376, + 0.08287683874368668, + 0.06042708083987236, + 0.03483698517084122, + 0.06136634573340416, + 0.021585706621408463, + 0.05454177409410477, + 0.043271876871585846, + 0.06592801213264465 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005975477397441864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428060382604599 + ], + "opposite_logprob_tokens": [ + -2.017806053161621 + ], + "logprob_reward": -0.1428060382604599, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428060382604599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26083436608314514, + 0.13463526964187622, + 0.06408850103616714, + 0.07590880244970322, + 0.0432419553399086, + 0.13771648705005646, + 0.05738730728626251, + 0.04755691811442375, + 0.09413561224937439, + 0.0844947099685669 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.1428060382604599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003504037857056 + ], + "opposite_logprob_tokens": [ + -2.695034980773926 + ], + "logprob_reward": -0.07003504037857056, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003504037857056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3896389603614807, + 0.1168515756726265, + 0.08023938536643982, + 0.064332515001297, + 0.03893835097551346, + 0.06273195147514343, + 0.024562351405620575, + 0.06828101724386215, + 0.05408461019396782, + 0.10033930838108063 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07003504037857056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stack of ancient official documents on a dark polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the documents made of thick cream-colored parchment with dense black calligraphy and crimson wax seals featuring ornate crests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a single dramatic source from the side that casts deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the paper fibers visibly darken and soften while the text bleeds and flows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the wax seals melt and collapse into a viscous ink-stained black puddle with swirling eddies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371031582355499 + ], + "opposite_logprob_tokens": [ + -3.408710241317749 + ], + "logprob_reward": -0.03371031582355499, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371031582355499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26802268624305725, + 0.0771612823009491, + 0.028651371598243713, + 0.04550090432167053, + 0.0411292240023613, + 0.09070035070180893, + 0.05036691948771477, + 0.0932391807436943, + 0.10380922257900238, + 0.2014188915491104 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.03371031582355499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_tensor([6414, 6414])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_tensor([6414, 6414])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..21805d48174176390726706f1a63f501d8e12553 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_tensor([6414, 6414])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot follows a black Maybach as it smoothly and powerfully navigates the rainy streets of a bustling city. The luxury sedan's mirror-smooth obsidian paint is dampened by the rain, yet its iconic chrome grille and the prominent Double M logo on the hood still gleam with a cool, stern sheen in the dim light. Like a flowing black mirror, the car's body perfectly captures and reflects the vibrant red, blue, purple, and green neon signs blazing from the towering buildings on either side. These vibrant shadows stretch, twist, and intertwine across the wet surface, creating abstract, psychedelic, and dynamic light paintings that shift constantly as the vehicle moves forward. Dense raindrops are clearly visible in the bright beams of the car's LED headlights, while the wheels' tread on the slippery asphalt creates delicate splashes that blend seamlessly with the neon reflections on the ground. The entire scene is full of luxury, mystery and a cyberpunk sense of the future, creating a strong atmosphere of walking alone and elegantly in a cold city.", + "seed": 17500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_6414_seed_17500_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025962845212779938, + "vlm_logprob": -0.025962845212779938, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.025962845212779938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049698419868946075 + ], + "opposite_logprob_tokens": [ + -3.0496983528137207 + ], + "logprob_reward": -0.049698419868946075, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049698419868946075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1923656165599823, + 0.01828381046652794, + 0.15833808481693268, + 0.18997354805469513, + 0.06669735163450241, + 0.05259202793240547, + 0.02571016736328602, + 0.04296807199716568, + 0.16911785304546356, + 0.08395346999168396 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.049698419868946075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076417261734604836 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.0076417261734604836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076417261734604836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12253554910421371, + 0.09240037202835083, + 0.0812469944357872, + 0.1823505312204361, + 0.12247679382562637, + 0.028805412352085114, + 0.04855213686823845, + 0.10028954595327377, + 0.11939958482980728, + 0.10194314271211624 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0076417261734604836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017185931792482734 + ], + "opposite_logprob_tokens": [ + -6.376718521118164 + ], + "logprob_reward": -0.0017185931792482734, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017185931792482734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38608333468437195, + 0.07945911586284637, + 0.17882420122623444, + 0.042727045714855194, + 0.03443668410181999, + 0.07849880307912827, + 0.040072374045848846, + 0.047627851366996765, + 0.051494430750608444, + 0.060776133090257645 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0017185931792482734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004048675298691 + ], + "opposite_logprob_tokens": [ + -2.695040464401245 + ], + "logprob_reward": -0.07004048675298691, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004048675298691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20852072536945343, + 0.03258701413869858, + 0.018161607906222343, + 0.5537867546081543, + 0.03012959472835064, + 0.010684529319405556, + 0.01935739815235138, + 0.07462616264820099, + 0.027070796117186546, + 0.025075402110815048 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.07004048675298691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007150000892579556 + ], + "opposite_logprob_tokens": [ + -7.2507147789001465 + ], + "logprob_reward": -0.0007150000892579556, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007150000892579556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0775134339928627, + 0.07185769081115723, + 0.16560126841068268, + 0.40820470452308655, + 0.026150086894631386, + 0.024573933333158493, + 0.040453433990478516, + 0.05660109221935272, + 0.040337517857551575, + 0.08870679140090942 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.0007150000892579556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a black Maybach as it smoothly and powerfully navigates the rainy streets of a bustling city. The luxury sedan's mirror-smooth obsidian paint is dampened by the rain, yet its iconic chrome grille and the prominent Double M logo on the hood still gleam with a cool, stern sheen in the dim light. Like a flowing black mirror, the car's body perfectly captures and reflects the vibrant red, blue, purple, and green neon signs blazing from the towering buildings on either side. These vibrant shadows stretch, twist, and intertwine across the wet surface, creating abstract, psychedelic, and dynamic light paintings that shift constantly as the vehicle moves forward. Dense raindrops are clearly visible in the bright beams of the car's LED headlights, while the wheels' tread on the slippery asphalt creates delicate splashes that blend seamlessly with the neon reflections on the ground. The entire scene is full of luxury, mystery and a cyberpunk sense of the future, creating a strong atmosphere of walking alone and elegantly in a cold city.", + "seed": 17501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_6414_seed_17501_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024246732657775282, + "vlm_logprob": -0.024246732657775282, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.024246732657775282, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03539431095123291 + ], + "opposite_logprob_tokens": [ + -3.4103941917419434 + ], + "logprob_reward": -0.03539431095123291, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03539431095123291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278224378824234, + 0.043586768209934235, + 0.18813838064670563, + 0.07307138293981552, + 0.04071030765771866, + 0.21287734806537628, + 0.03967294469475746, + 0.05995714291930199, + 0.07030211389064789, + 0.04386117681860924 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03539431095123291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2169613540172577, + 0.06687081605195999, + 0.25384628772735596, + 0.021717680618166924, + 0.026782285422086716, + 0.04521475359797478, + 0.025354117155075073, + 0.052352044731378555, + 0.039051931351423264, + 0.2518486976623535 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.01421328168362379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3093675374984741, + 0.0317407064139843, + 0.035586193203926086, + 0.03143744170665741, + 0.052438970655202866, + 0.20683129131793976, + 0.05138339474797249, + 0.11751392483711243, + 0.05024924874305725, + 0.11345131695270538 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205568090081215 + ], + "opposite_logprob_tokens": [ + -2.8120555877685547 + ], + "logprob_reward": -0.06205568090081215, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205568090081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5891898274421692, + 0.04434801638126373, + 0.030211349949240685, + 0.02219659835100174, + 0.05240640044212341, + 0.08906012773513794, + 0.0219891257584095, + 0.055359549820423126, + 0.03542633354663849, + 0.05981260538101196 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.06205568090081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019372997339814901 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.0019372997339814901, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019372997339814901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4226410388946533, + 0.03776339814066887, + 0.13129840791225433, + 0.0354178324341774, + 0.04736092686653137, + 0.047497764229774475, + 0.039567481726408005, + 0.09134979546070099, + 0.07523640990257263, + 0.07186690717935562 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0019372997339814901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a black Maybach as it smoothly and powerfully navigates the rainy streets of a bustling city. The luxury sedan's mirror-smooth obsidian paint is dampened by the rain, yet its iconic chrome grille and the prominent Double M logo on the hood still gleam with a cool, stern sheen in the dim light. Like a flowing black mirror, the car's body perfectly captures and reflects the vibrant red, blue, purple, and green neon signs blazing from the towering buildings on either side. These vibrant shadows stretch, twist, and intertwine across the wet surface, creating abstract, psychedelic, and dynamic light paintings that shift constantly as the vehicle moves forward. Dense raindrops are clearly visible in the bright beams of the car's LED headlights, while the wheels' tread on the slippery asphalt creates delicate splashes that blend seamlessly with the neon reflections on the ground. The entire scene is full of luxury, mystery and a cyberpunk sense of the future, creating a strong atmosphere of walking alone and elegantly in a cold city.", + "seed": 17502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_6414_seed_17502_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0214275874895975, + "vlm_logprob": -0.0214275874895975, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.0214275874895975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05626142397522926 + ], + "opposite_logprob_tokens": [ + -2.9312615394592285 + ], + "logprob_reward": -0.05626142397522926, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05626142397522926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09864972531795502, + 0.037963055074214935, + 0.11222708225250244, + 0.35401856899261475, + 0.10467249900102615, + 0.06188834458589554, + 0.08631608635187149, + 0.03506672754883766, + 0.03049963340163231, + 0.07869820296764374 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.05626142397522926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1536843180656433, + 0.029775364324450493, + 0.12833817303180695, + 0.1729125678539276, + 0.0860283225774765, + 0.08147761970758438, + 0.0872936025261879, + 0.06992478668689728, + 0.05542595684528351, + 0.1351393163204193 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.009795455262064934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019425348145887256 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019425348145887256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019425348145887256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11402508616447449, + 0.02150834910571575, + 0.06649289280176163, + 0.35583654046058655, + 0.17891915142536163, + 0.10684829205274582, + 0.06780465692281723, + 0.03184979036450386, + 0.023715417832136154, + 0.03299976885318756 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0019425348145887256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038100630044937134 + ], + "opposite_logprob_tokens": [ + -3.2881007194519043 + ], + "logprob_reward": -0.038100630044937134, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038100630044937134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17251229286193848, + 0.026834219694137573, + 0.043795112520456314, + 0.3648754954338074, + 0.1598794013261795, + 0.034110426902770996, + 0.07937900722026825, + 0.03388957306742668, + 0.05187471956014633, + 0.03284980356693268 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038100630044937134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010378933511674404 + ], + "opposite_logprob_tokens": [ + -6.876038074493408 + ], + "logprob_reward": -0.0010378933511674404, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010378933511674404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14663024246692657, + 0.038862112909555435, + 0.020411621779203415, + 0.3479214906692505, + 0.06205137073993683, + 0.1403687447309494, + 0.060331519693136215, + 0.04715567082166672, + 0.04488495737314224, + 0.09138230979442596 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0010378933511674404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a black Maybach as it smoothly and powerfully navigates the rainy streets of a bustling city. The luxury sedan's mirror-smooth obsidian paint is dampened by the rain, yet its iconic chrome grille and the prominent Double M logo on the hood still gleam with a cool, stern sheen in the dim light. Like a flowing black mirror, the car's body perfectly captures and reflects the vibrant red, blue, purple, and green neon signs blazing from the towering buildings on either side. These vibrant shadows stretch, twist, and intertwine across the wet surface, creating abstract, psychedelic, and dynamic light paintings that shift constantly as the vehicle moves forward. Dense raindrops are clearly visible in the bright beams of the car's LED headlights, while the wheels' tread on the slippery asphalt creates delicate splashes that blend seamlessly with the neon reflections on the ground. The entire scene is full of luxury, mystery and a cyberpunk sense of the future, creating a strong atmosphere of walking alone and elegantly in a cold city.", + "seed": 17503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_11/index_6414_seed_17503_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03575802301056683, + "vlm_logprob": -0.03575802301056683, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03575802301056683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03927397355437279 + ], + "opposite_logprob_tokens": [ + -3.289273977279663 + ], + "logprob_reward": -0.03927397355437279, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03927397355437279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08605891466140747, + 0.05211630463600159, + 0.21550585329532623, + 0.09138727188110352, + 0.041442740708589554, + 0.11629791557788849, + 0.08075753599405289, + 0.046021319925785065, + 0.1318197399377823, + 0.13859239220619202 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.03927397355437279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092415899038315 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092415899038315, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092415899038315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19633248448371887, + 0.10878733545541763, + 0.11063733696937561, + 0.014433560892939568, + 0.020800340920686722, + 0.04168689250946045, + 0.022168578580021858, + 0.027468165382742882, + 0.2703540027141571, + 0.18733131885528564 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.016092415899038315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637703791260719 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637703791260719, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637703791260719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2790106534957886, + 0.1285662204027176, + 0.09933158755302429, + 0.0419461689889431, + 0.02601766586303711, + 0.05400563031435013, + 0.1363789290189743, + 0.02281082235276699, + 0.16569381952285767, + 0.04623853415250778 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.007637703791260719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129685491323471 + ], + "opposite_logprob_tokens": [ + -2.2379684448242188 + ], + "logprob_reward": -0.1129685491323471, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129685491323471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4942939281463623, + 0.04755011573433876, + 0.1797953099012375, + 0.01672436110675335, + 0.011927882209420204, + 0.04359389841556549, + 0.04086107760667801, + 0.04240480437874794, + 0.03166848421096802, + 0.09118013828992844 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.1129685491323471 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black Maybach luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a low-angle dynamic tracking shot following the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant neon signs in red, blue, purple, and green colors visible on the surrounding buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dense raindrops clearly visible in the beams of the car's LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene depict a bustling city with wet streets and a cyberpunk atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028174726758152246 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028174726758152246, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028174726758152246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4948132336139679, + 0.016326725482940674, + 0.09245049208402634, + 0.041731495410203934, + 0.03295914828777313, + 0.026070332154631615, + 0.06849747151136398, + 0.025105824694037437, + 0.10116633772850037, + 0.10087893903255463 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0028174726758152246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_tensor([6106, 6106])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_tensor([6106, 6106])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..32c5b11e47c0a610c1f1dbe7363b8c2f95f1a9c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_tensor([6106, 6106])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot captures a profoundly intimate moment, tightly focused on the profile of a person's face. The scene is illuminated by a single, warm, soft light source, like a pillowcase lamp, casting gentle shadows and highlighting the delicate texture of their skin. A perfectly formed tear falls onto their cheek, shimmering, its surface reflecting the warm light. The soft, golden muzzle of a dog gently intrudes from the edge of the frame. The camera maintains focus as the dog's soft, pink tongue extends with infinite care, making delicate contact with the person's skin. Carefully and tenderly, the dog licks away the lonely tear with slow, soothing movements, silently offering comfort. After a brief moment, the dog's muzzle rests against the person's cheek, its soft fur a tangible comfort. The shallow depth of field creates an atmosphere of deep tranquility and emotional resonance, filled with unconditional love and quiet support, blurring the background into a warm, fuzzy pattern.", + "seed": 1782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_6106_seed_1782_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08429170169401914, + "vlm_logprob": -0.08429170169401914, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.08429170169401914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009832403622567654 + ], + "opposite_logprob_tokens": [ + -4.759832382202148 + ], + "logprob_reward": -0.009832403622567654, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009832403622567654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21131692826747894, + 0.11247405409812927, + 0.039222829043865204, + 0.0561339370906353, + 0.14024056494235992, + 0.11130696535110474, + 0.08400403708219528, + 0.03829031437635422, + 0.07666735351085663, + 0.13034303486347198 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.009832403622567654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816385567188263 + ], + "opposite_logprob_tokens": [ + -3.288163900375366 + ], + "logprob_reward": -0.03816385567188263, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816385567188263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13309383392333984, + 0.04529509320855141, + 0.08070643991231918, + 0.13374140858650208, + 0.20413647592067719, + 0.13085812330245972, + 0.10519032925367355, + 0.061085913330316544, + 0.03436442092061043, + 0.07152796536684036 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03816385567188263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348809152841568 + ], + "opposite_logprob_tokens": [ + -1.2238091230392456 + ], + "logprob_reward": -0.348809152841568, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348809152841568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896049678325653, + 0.13839875161647797, + 0.05356394127011299, + 0.1436387151479721, + 0.1736220121383667, + 0.07236580550670624, + 0.0671934187412262, + 0.04957269877195358, + 0.041011981666088104, + 0.07102780789136887 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.348809152841568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312414065003395 + ], + "opposite_logprob_tokens": [ + -3.7733123302459717 + ], + "logprob_reward": -0.023312414065003395, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312414065003395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09494823962450027, + 0.08372478187084198, + 0.03860385715961456, + 0.030480975285172462, + 0.16302451491355896, + 0.0843081995844841, + 0.061731744557619095, + 0.04922086000442505, + 0.08019726723432541, + 0.31375956535339355 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.023312414065003395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013406822690740228 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013406822690740228, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013406822690740228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16414381563663483, + 0.10982317477464676, + 0.022132962942123413, + 0.04346845671534538, + 0.05185575783252716, + 0.09554959833621979, + 0.03522142022848129, + 0.10031739622354507, + 0.25973382592201233, + 0.11775360256433487 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0013406822690740228 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures a profoundly intimate moment, tightly focused on the profile of a person's face. The scene is illuminated by a single, warm, soft light source, like a pillowcase lamp, casting gentle shadows and highlighting the delicate texture of their skin. A perfectly formed tear falls onto their cheek, shimmering, its surface reflecting the warm light. The soft, golden muzzle of a dog gently intrudes from the edge of the frame. The camera maintains focus as the dog's soft, pink tongue extends with infinite care, making delicate contact with the person's skin. Carefully and tenderly, the dog licks away the lonely tear with slow, soothing movements, silently offering comfort. After a brief moment, the dog's muzzle rests against the person's cheek, its soft fur a tangible comfort. The shallow depth of field creates an atmosphere of deep tranquility and emotional resonance, filled with unconditional love and quiet support, blurring the background into a warm, fuzzy pattern.", + "seed": 1783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_6106_seed_1783_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2527969851158559, + "vlm_logprob": -0.2527969851158559, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.2527969851158559, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004762140568345785 + ], + "opposite_logprob_tokens": [ + -5.879762172698975 + ], + "logprob_reward": -0.004762140568345785, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004762140568345785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15708792209625244, + 0.13268984854221344, + 0.06281034648418427, + 0.10782237350940704, + 0.15399202704429626, + 0.12401510030031204, + 0.04500575736165047, + 0.0897701308131218, + 0.05307389423251152, + 0.0737326517701149 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004762140568345785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10045178979635239 + ], + "opposite_logprob_tokens": [ + -2.350451707839966 + ], + "logprob_reward": -0.10045178979635239, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10045178979635239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15701232850551605, + 0.0821535512804985, + 0.10154248774051666, + 0.03734687715768814, + 0.04438591003417969, + 0.03741839528083801, + 0.028577713295817375, + 0.11500775068998337, + 0.03484709560871124, + 0.3617079257965088 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.10045178979635239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371155977249146 + ], + "opposite_logprob_tokens": [ + -0.38711559772491455 + ], + "logprob_reward": -1.1371155977249146, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371155977249146, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32704365253448486, + 0.11171795427799225, + 0.04508628696203232, + 0.0625930204987526, + 0.03831375017762184, + 0.026977278292179108, + 0.047837741672992706, + 0.19280888140201569, + 0.08945640176534653, + 0.05816500261425972 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -1.1371155977249146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609049126505852 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609049126505852, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609049126505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18247555196285248, + 0.08797497302293777, + 0.03653387725353241, + 0.0407693050801754, + 0.14294514060020447, + 0.08506281673908234, + 0.0498507097363472, + 0.11491238325834274, + 0.14649775624275208, + 0.1129775196313858 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.020609049126505852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046348363161087 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.001046348363161087, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046348363161087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10495024174451828, + 0.06979141384363174, + 0.03809082880616188, + 0.040145669132471085, + 0.10428246855735779, + 0.06893958896398544, + 0.02349364198744297, + 0.04127958416938782, + 0.032940857112407684, + 0.4760857820510864 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.001046348363161087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures a profoundly intimate moment, tightly focused on the profile of a person's face. The scene is illuminated by a single, warm, soft light source, like a pillowcase lamp, casting gentle shadows and highlighting the delicate texture of their skin. A perfectly formed tear falls onto their cheek, shimmering, its surface reflecting the warm light. The soft, golden muzzle of a dog gently intrudes from the edge of the frame. The camera maintains focus as the dog's soft, pink tongue extends with infinite care, making delicate contact with the person's skin. Carefully and tenderly, the dog licks away the lonely tear with slow, soothing movements, silently offering comfort. After a brief moment, the dog's muzzle rests against the person's cheek, its soft fur a tangible comfort. The shallow depth of field creates an atmosphere of deep tranquility and emotional resonance, filled with unconditional love and quiet support, blurring the background into a warm, fuzzy pattern.", + "seed": 1784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_6106_seed_1784_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2787589090876281, + "vlm_logprob": -0.2787589090876281, + "vlm_yes_no_margin": 3.299999952316284, + "vlm_token_credit": -0.2787589090876281, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020685886964201927 + ], + "opposite_logprob_tokens": [ + -4.02068567276001 + ], + "logprob_reward": -0.020685886964201927, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.020685886964201927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08466346561908722, + 0.023385966196656227, + 0.24016596376895905, + 0.2616141736507416, + 0.06997282803058624, + 0.024207448586821556, + 0.029942600056529045, + 0.0967436209321022, + 0.10905676335096359, + 0.06024712324142456 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.020685886964201927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04315131902694702 + ], + "opposite_logprob_tokens": [ + -3.168151378631592 + ], + "logprob_reward": -0.04315131902694702, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04315131902694702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1150059700012207, + 0.18397517502307892, + 0.06890122592449188, + 0.15643411874771118, + 0.17413398623466492, + 0.06347773224115372, + 0.03479299694299698, + 0.06088792532682419, + 0.06826253235340118, + 0.07412836700677872 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.04315131902694702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135271072387695 + ], + "opposite_logprob_tokens": [ + -0.31352707743644714 + ], + "logprob_reward": -1.3135271072387695, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135271072387695, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0773828774690628, + 0.09355826675891876, + 0.23268809914588928, + 0.2136715054512024, + 0.10090692341327667, + 0.09888985008001328, + 0.06793025881052017, + 0.04240627959370613, + 0.0363142304122448, + 0.03625176474452019 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -1.3135271072387695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014225504361093044 + ], + "opposite_logprob_tokens": [ + -4.264225482940674 + ], + "logprob_reward": -0.014225504361093044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014225504361093044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07081907987594604, + 0.10327935218811035, + 0.17312270402908325, + 0.20528073608875275, + 0.06407702714204788, + 0.0687260851264, + 0.055523581802845, + 0.08008290827274323, + 0.05334600433707237, + 0.12574252486228943 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.014225504361093044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022047278471291065 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022047278471291065, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022047278471291065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08980543166399002, + 0.06147553771734238, + 0.13800804316997528, + 0.1219787672162056, + 0.0926361158490181, + 0.08949786424636841, + 0.08143998682498932, + 0.18257832527160645, + 0.08245570212602615, + 0.06012429669499397 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.0022047278471291065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures a profoundly intimate moment, tightly focused on the profile of a person's face. The scene is illuminated by a single, warm, soft light source, like a pillowcase lamp, casting gentle shadows and highlighting the delicate texture of their skin. A perfectly formed tear falls onto their cheek, shimmering, its surface reflecting the warm light. The soft, golden muzzle of a dog gently intrudes from the edge of the frame. The camera maintains focus as the dog's soft, pink tongue extends with infinite care, making delicate contact with the person's skin. Carefully and tenderly, the dog licks away the lonely tear with slow, soothing movements, silently offering comfort. After a brief moment, the dog's muzzle rests against the person's cheek, its soft fur a tangible comfort. The shallow depth of field creates an atmosphere of deep tranquility and emotional resonance, filled with unconditional love and quiet support, blurring the background into a warm, fuzzy pattern.", + "seed": 1785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_12/index_6106_seed_1785_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10631790647748858, + "vlm_logprob": -0.10631790647748858, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.10631790647748858, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005687838885933161 + ], + "opposite_logprob_tokens": [ + -6.005687713623047 + ], + "logprob_reward": -0.005687838885933161, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.005687838885933161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09003107249736786, + 0.07298528403043747, + 0.12569864094257355, + 0.2839321792125702, + 0.09354300796985626, + 0.10945354402065277, + 0.0708995908498764, + 0.08093827962875366, + 0.03864374756813049, + 0.033874619752168655 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.005687838885933161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07908076047897339 + ], + "opposite_logprob_tokens": [ + -2.579080820083618 + ], + "logprob_reward": -0.07908076047897339, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07908076047897339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26706573367118835, + 0.10424333810806274, + 0.05988750234246254, + 0.04842371493577957, + 0.052540380507707596, + 0.047327086329460144, + 0.06552024185657501, + 0.17802338302135468, + 0.03282063454389572, + 0.14414797723293304 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07908076047897339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290189743041992 + ], + "opposite_logprob_tokens": [ + -1.0540189743041992 + ], + "logprob_reward": -0.4290189743041992, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4290189743041992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056802649050951004, + 0.0520864836871624, + 0.5585957765579224, + 0.145796000957489, + 0.016570989042520523, + 0.01898636482656002, + 0.036959100514650345, + 0.056100260466337204, + 0.013827578164637089, + 0.04427483677864075 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.4290189743041992 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608455553650856 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608455553650856, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608455553650856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810766577720642, + 0.05740424245595932, + 0.362911581993103, + 0.19526036083698273, + 0.04645286872982979, + 0.13427738845348358, + 0.04211217910051346, + 0.027260757982730865, + 0.020484643056988716, + 0.015728352591395378 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.01608455553650856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the profile of a person's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by a single warm soft light source like a pillowcase lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly formed tear fall onto the person's cheek and shimmer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dog with a soft golden muzzle extend its pink tongue to lick the tear from the person's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a warm fuzzy pattern due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017174031818285584 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017174031818285584, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017174031818285584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20304261147975922, + 0.05912301316857338, + 0.16310998797416687, + 0.27113714814186096, + 0.04180198162794113, + 0.025802217423915863, + 0.0668252557516098, + 0.02826406992971897, + 0.024804888293147087, + 0.11608890444040298 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0017174031818285584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_tensor([1654, 1654])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_tensor([1654, 1654])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..328582e80d5a5080bcde7c0f0c434b720e07fb24 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_tensor([1654, 1654])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot, taken from above and slightly tilted, focuses on an ancient, circular cork mat resting on the dark, polished surface of a wooden table. The coaster's surface is an ancient landscape: pitted, dry, and faded to a dusty tan, its edges frayed, revealing a network of fine, pre-existing stress lines. A warm light source from the side casts long, dramatic shadows across the coaster's porous texture and illuminates the rich, deep grain of the wood beneath, creating a focused and intimate atmosphere. Triggered by subtle, imperceptible vibrations, a new, hairline fracture suddenly appears near the center, then inexorably spreads outward in a jagged, branching pattern. With a delicate, almost silent finale, the structural integrity collapses; the coaster begins to crumble, first shedding tiny particles of cork like dust, then as larger, more brittle fragments separate and collapse onto the table, exposing the lighter, more granular material within and leaving behind a small, chaotic pile of debris.", + "seed": 2809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_1654_seed_2809_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04683938706293702, + "vlm_logprob": -0.04683938706293702, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04683938706293702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07947136461734772 + ], + "opposite_logprob_tokens": [ + -2.7044713497161865 + ], + "logprob_reward": -0.07947136461734772, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07947136461734772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31119880080223083, + 0.10485567152500153, + 0.13540439307689667, + 0.1657549887895584, + 0.04321223869919777, + 0.04281075298786163, + 0.07180118560791016, + 0.023652298375964165, + 0.04445066675543785, + 0.056858960539102554 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07947136461734772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008670185692608356 + ], + "opposite_logprob_tokens": [ + -4.758670330047607 + ], + "logprob_reward": -0.008670185692608356, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008670185692608356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33342909812927246, + 0.10311783850193024, + 0.20400077104568481, + 0.06608306616544724, + 0.04048866033554077, + 0.04701123386621475, + 0.05123477801680565, + 0.044538695365190506, + 0.05038720369338989, + 0.059708625078201294 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008670185692608356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006762356963008642 + ], + "opposite_logprob_tokens": [ + -5.006762504577637 + ], + "logprob_reward": -0.006762356963008642, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006762356963008642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21382369101047516, + 0.09332723170518875, + 0.0721445307135582, + 0.06248648092150688, + 0.08606996387243271, + 0.08854880928993225, + 0.0863339751958847, + 0.04747653380036354, + 0.11660848557949066, + 0.13318029046058655 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006762356963008642 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357805356383324 + ], + "opposite_logprob_tokens": [ + -3.651357889175415 + ], + "logprob_reward": -0.026357805356383324, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357805356383324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057673972100019455, + 0.06266958266496658, + 0.06833293288946152, + 0.08687334507703781, + 0.12690792977809906, + 0.17678987979888916, + 0.062171824276447296, + 0.06378016620874405, + 0.11228923499584198, + 0.182511106133461 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.026357805356383324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293522268533707 + ], + "opposite_logprob_tokens": [ + -2.2379353046417236 + ], + "logprob_reward": -0.11293522268533707, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293522268533707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08395152539014816, + 0.07812261581420898, + 0.1241903007030487, + 0.11378983408212662, + 0.05573175847530365, + 0.08044072985649109, + 0.08021630346775055, + 0.07155491411685944, + 0.1590253859758377, + 0.15297666192054749 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.11293522268533707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken from above and slightly tilted, focuses on an ancient, circular cork mat resting on the dark, polished surface of a wooden table. The coaster's surface is an ancient landscape: pitted, dry, and faded to a dusty tan, its edges frayed, revealing a network of fine, pre-existing stress lines. A warm light source from the side casts long, dramatic shadows across the coaster's porous texture and illuminates the rich, deep grain of the wood beneath, creating a focused and intimate atmosphere. Triggered by subtle, imperceptible vibrations, a new, hairline fracture suddenly appears near the center, then inexorably spreads outward in a jagged, branching pattern. With a delicate, almost silent finale, the structural integrity collapses; the coaster begins to crumble, first shedding tiny particles of cork like dust, then as larger, more brittle fragments separate and collapse onto the table, exposing the lighter, more granular material within and leaving behind a small, chaotic pile of debris.", + "seed": 2810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_1654_seed_2810_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026991818565875292, + "vlm_logprob": -0.026991818565875292, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.026991818565875292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08745966106653214 + ], + "opposite_logprob_tokens": [ + -2.7124595642089844 + ], + "logprob_reward": -0.08745966106653214, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08745966106653214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18116900324821472, + 0.05239268019795418, + 0.047989338636398315, + 0.02478960156440735, + 0.047631267458200455, + 0.04258676990866661, + 0.04871802404522896, + 0.19021040201187134, + 0.150149405002594, + 0.21436350047588348 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.08745966106653214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018232136964797974 + ], + "opposite_logprob_tokens": [ + -4.018232345581055 + ], + "logprob_reward": -0.018232136964797974, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018232136964797974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17671094834804535, + 0.09865982085466385, + 0.030901214107871056, + 0.02894429862499237, + 0.062372155487537384, + 0.04057570546865463, + 0.06463400274515152, + 0.0890149250626564, + 0.1812419891357422, + 0.2269449532032013 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.018232136964797974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052775111980736256 + ], + "opposite_logprob_tokens": [ + -5.255277633666992 + ], + "logprob_reward": -0.0052775111980736256, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052775111980736256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1469038724899292, + 0.09036768227815628, + 0.03680343180894852, + 0.03688550740480423, + 0.0564027838408947, + 0.06806232780218124, + 0.0736612007021904, + 0.1490955501794815, + 0.19051052629947662, + 0.1513071358203888 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0052775111980736256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201411046087742 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201411046087742, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201411046087742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060944002121686935, + 0.03304354473948479, + 0.030961548909544945, + 0.02473149262368679, + 0.04091639816761017, + 0.03994489461183548, + 0.0569332130253315, + 0.34680208563804626, + 0.21947847306728363, + 0.1462443619966507 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014201411046087742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788372553884983 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.009788372553884983, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788372553884983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07247008383274078, + 0.035660795867443085, + 0.033283527940511703, + 0.04141375795006752, + 0.028080202639102936, + 0.028196709230542183, + 0.0365460067987442, + 0.2548123002052307, + 0.2539004683494568, + 0.21563610434532166 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.009788372553884983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken from above and slightly tilted, focuses on an ancient, circular cork mat resting on the dark, polished surface of a wooden table. The coaster's surface is an ancient landscape: pitted, dry, and faded to a dusty tan, its edges frayed, revealing a network of fine, pre-existing stress lines. A warm light source from the side casts long, dramatic shadows across the coaster's porous texture and illuminates the rich, deep grain of the wood beneath, creating a focused and intimate atmosphere. Triggered by subtle, imperceptible vibrations, a new, hairline fracture suddenly appears near the center, then inexorably spreads outward in a jagged, branching pattern. With a delicate, almost silent finale, the structural integrity collapses; the coaster begins to crumble, first shedding tiny particles of cork like dust, then as larger, more brittle fragments separate and collapse onto the table, exposing the lighter, more granular material within and leaving behind a small, chaotic pile of debris.", + "seed": 2811, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_1654_seed_2811_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025998001219704747, + "vlm_logprob": -0.025998001219704747, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.025998001219704747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02789308689534664 + ], + "opposite_logprob_tokens": [ + -3.77789306640625 + ], + "logprob_reward": -0.02789308689534664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02789308689534664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08447346836328506, + 0.03642181307077408, + 0.025094619020819664, + 0.048841387033462524, + 0.1227409690618515, + 0.0914124846458435, + 0.06989895552396774, + 0.17226554453372955, + 0.3224613070487976, + 0.026389511302113533 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.02789308689534664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008660495281219482 + ], + "opposite_logprob_tokens": [ + -4.758660316467285 + ], + "logprob_reward": -0.008660495281219482, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008660495281219482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11763361841440201, + 0.034473758190870285, + 0.020705873146653175, + 0.03875771909952164, + 0.028514085337519646, + 0.07500874251127243, + 0.05911741033196449, + 0.22492992877960205, + 0.36582180857658386, + 0.03503700718283653 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.008660495281219482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028325694147497416 + ], + "opposite_logprob_tokens": [ + -5.877832412719727 + ], + "logprob_reward": -0.0028325694147497416, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028325694147497416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0344851016998291, + 0.026949359104037285, + 0.0277643334120512, + 0.026528375223279, + 0.03680948540568352, + 0.05282892286777496, + 0.015504101291298866, + 0.16528822481632233, + 0.6019321084022522, + 0.011909948661923409 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.0028325694147497416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585928112268448 + ], + "opposite_logprob_tokens": [ + -3.8955860137939453 + ], + "logprob_reward": -0.020585928112268448, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585928112268448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633307620882988, + 0.018378350883722305, + 0.01693980023264885, + 0.05784076452255249, + 0.07836112380027771, + 0.048776544630527496, + 0.03823307529091835, + 0.23260022699832916, + 0.4316319525241852, + 0.013907465152442455 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.020585928112268448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001792639493942 + ], + "opposite_logprob_tokens": [ + -2.6950178146362305 + ], + "logprob_reward": -0.07001792639493942, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001792639493942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06026434525847435, + 0.015143911354243755, + 0.019651666283607483, + 0.04336217790842056, + 0.08156538754701614, + 0.023940494284033775, + 0.033442363142967224, + 0.13030573725700378, + 0.5703331828117371, + 0.021990785375237465 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.07001792639493942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken from above and slightly tilted, focuses on an ancient, circular cork mat resting on the dark, polished surface of a wooden table. The coaster's surface is an ancient landscape: pitted, dry, and faded to a dusty tan, its edges frayed, revealing a network of fine, pre-existing stress lines. A warm light source from the side casts long, dramatic shadows across the coaster's porous texture and illuminates the rich, deep grain of the wood beneath, creating a focused and intimate atmosphere. Triggered by subtle, imperceptible vibrations, a new, hairline fracture suddenly appears near the center, then inexorably spreads outward in a jagged, branching pattern. With a delicate, almost silent finale, the structural integrity collapses; the coaster begins to crumble, first shedding tiny particles of cork like dust, then as larger, more brittle fragments separate and collapse onto the table, exposing the lighter, more granular material within and leaving behind a small, chaotic pile of debris.", + "seed": 2812, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_13/index_1654_seed_2812_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0134945226367563, + "vlm_logprob": -0.0134945226367563, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.0134945226367563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03498782590031624 + ], + "opposite_logprob_tokens": [ + -3.5349879264831543 + ], + "logprob_reward": -0.03498782590031624, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03498782590031624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05890265107154846, + 0.022935422137379646, + 0.0388372577726841, + 0.03965292125940323, + 0.02312183380126953, + 0.037827737629413605, + 0.1573190689086914, + 0.02498374506831169, + 0.23322024941444397, + 0.3631991446018219 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.03498782590031624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009816586039960384 + ], + "opposite_logprob_tokens": [ + -4.634816646575928 + ], + "logprob_reward": -0.009816586039960384, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009816586039960384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03247666358947754, + 0.01354183815419674, + 0.015801742672920227, + 0.020695146173238754, + 0.06608705967664719, + 0.012409448623657227, + 0.06085974723100662, + 0.018002813681960106, + 0.6147382855415344, + 0.14538727700710297 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.009816586039960384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00320825376547873 + ], + "opposite_logprob_tokens": [ + -5.753208160400391 + ], + "logprob_reward": -0.00320825376547873, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00320825376547873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02739374153316021, + 0.013376312330365181, + 0.014226659201085567, + 0.024254683405160904, + 0.05229663476347923, + 0.015933234244585037, + 0.07297250628471375, + 0.013940964825451374, + 0.5224403738975525, + 0.24316486716270447 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.00320825376547873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258300807327032 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258300807327032, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258300807327032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04002877697348595, + 0.011477330699563026, + 0.010467917658388615, + 0.08578571677207947, + 0.10974427312612534, + 0.022211436182260513, + 0.08417422324419022, + 0.02892734296619892, + 0.37581631541252136, + 0.2313666194677353 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.005258300807327032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of an ancient, circular cork mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned above and slightly tilted looking down at the mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cork mat appear pitted, dry, faded to dusty tan, with frayed edges and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hairline fracture appear near the center and spread outward in a jagged, branching pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the coaster crumble, shedding particles and fragments to form a chaotic pile of debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420164667069912 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.01420164667069912, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420164667069912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013498087413609028, + 0.0038167505990713835, + 0.005287809297442436, + 0.03523842617869377, + 0.029886925593018532, + 0.012138093821704388, + 0.06676488369703293, + 0.015008126385509968, + 0.6246486902236938, + 0.19371215999126434 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01420164667069912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_tensor([4754, 4754])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_tensor([4754, 4754])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b9223246a147067e2df2ca954f1dad599fd7f819 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_tensor([4754, 4754])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured in a distinctive style of grainy, desaturated vintage amateur footage, a tight, static close-up focuses on a massive rock lobster. The creature inhabits a dark, damp shoreline composed of smooth black pebbles that gleam in the faint, cool light of a distant moon. Its carapace, a complex mosaic of dark, mottled browns and grays, perfectly mimics the texture of damp, volcanic rock, making it almost blend in with its surroundings. The creature's body remains almost completely inert, a solid, motionless mass. The only signs of life come from its two exceptionally long, segmented tentacles, which twitch erratically, their smooth, dark surfaces catching the silvery moonlight and shimmering with light. In the foreground, the foamy white edges of gentle waves periodically lap gently against the creature's rocky shell, creating a scene of profound silence and the mystery of nocturnal life, as if documenting a rare, secret moment in nature.", + "seed": 27320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_4754_seed_27320_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03222129726782441, + "vlm_logprob": -0.03222129726782441, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03222129726782441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060045067220926285 + ], + "opposite_logprob_tokens": [ + -2.935045003890991 + ], + "logprob_reward": -0.060045067220926285, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.060045067220926285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05806230753660202, + 0.39493802189826965, + 0.2427515983581543, + 0.1602136641740799, + 0.013863093219697475, + 0.022405121475458145, + 0.020534835755825043, + 0.020027723163366318, + 0.019162701442837715, + 0.04804093763232231 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.060045067220926285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820652678608894 + ], + "opposite_logprob_tokens": [ + -3.529820680618286 + ], + "logprob_reward": -0.029820652678608894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0874907374382019, + 0.23669396340847015, + 0.184956356883049, + 0.0983036607503891, + 0.0302142184227705, + 0.07656895369291306, + 0.03480532020330429, + 0.01989433728158474, + 0.013807162642478943, + 0.2172652781009674 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.029820652678608894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19153396785259247, + 0.22937780618667603, + 0.14315156638622284, + 0.08988101035356522, + 0.029063118621706963, + 0.0701933354139328, + 0.01970463991165161, + 0.014945100992918015, + 0.03164948150515556, + 0.18050000071525574 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496964231133461 + ], + "opposite_logprob_tokens": [ + -2.929969549179077 + ], + "logprob_reward": -0.05496964231133461, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496964231133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27243199944496155, + 0.04723239317536354, + 0.2478667050600052, + 0.05989060178399086, + 0.07991233468055725, + 0.056528761982917786, + 0.05225686356425285, + 0.046718742698431015, + 0.04606885090470314, + 0.0910927951335907 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.05496964231133461 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762729300186038 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.00762729300186038, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762729300186038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45577287673950195, + 0.06899211555719376, + 0.08187395334243774, + 0.041727833449840546, + 0.09847661852836609, + 0.026659978553652763, + 0.055266693234443665, + 0.0742957666516304, + 0.020754119381308556, + 0.07618004083633423 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.00762729300186038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a distinctive style of grainy, desaturated vintage amateur footage, a tight, static close-up focuses on a massive rock lobster. The creature inhabits a dark, damp shoreline composed of smooth black pebbles that gleam in the faint, cool light of a distant moon. Its carapace, a complex mosaic of dark, mottled browns and grays, perfectly mimics the texture of damp, volcanic rock, making it almost blend in with its surroundings. The creature's body remains almost completely inert, a solid, motionless mass. The only signs of life come from its two exceptionally long, segmented tentacles, which twitch erratically, their smooth, dark surfaces catching the silvery moonlight and shimmering with light. In the foreground, the foamy white edges of gentle waves periodically lap gently against the creature's rocky shell, creating a scene of profound silence and the mystery of nocturnal life, as if documenting a rare, secret moment in nature.", + "seed": 27321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_4754_seed_27321_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04042014610022306, + "vlm_logprob": -0.04042014610022306, + "vlm_yes_no_margin": 3.799999976158142, + "vlm_token_credit": -0.04042014610022306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018535615876317024 + ], + "opposite_logprob_tokens": [ + -4.143535614013672 + ], + "logprob_reward": -0.018535615876317024, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018535615876317024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3014664649963379, + 0.06939345598220825, + 0.381705641746521, + 0.06290367245674133, + 0.01351278554648161, + 0.027958374470472336, + 0.031456153839826584, + 0.02598622627556324, + 0.051118750125169754, + 0.034498512744903564 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018535615876317024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279446005821228 + ], + "opposite_logprob_tokens": [ + -2.017794370651245 + ], + "logprob_reward": -0.14279446005821228, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14279446005821228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30412161350250244, + 0.09053055942058563, + 0.10437558591365814, + 0.11495224386453629, + 0.060096871107816696, + 0.07069035619497299, + 0.0563092939555645, + 0.038531847298145294, + 0.04690932482481003, + 0.1134822890162468 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.14279446005821228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863614957779646 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863614957779646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863614957779646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.193521186709404, + 0.057879071682691574, + 0.4143659174442291, + 0.0528295524418354, + 0.029230955988168716, + 0.025814583525061607, + 0.06885836273431778, + 0.05330435559153557, + 0.04574256390333176, + 0.05845339223742485 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00863614957779646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072941944003105 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072941944003105, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072941944003105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17124953866004944, + 0.17368635535240173, + 0.17495273053646088, + 0.07289775460958481, + 0.027398349717259407, + 0.09183394908905029, + 0.06341172009706497, + 0.03972255811095238, + 0.07441292703151703, + 0.1104341372847557 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.016072941944003105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061563044786453 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061563044786453, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061563044786453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16573986411094666, + 0.1527770310640335, + 0.3221980333328247, + 0.04600869119167328, + 0.03588864579796791, + 0.024350207298994064, + 0.02867834083735943, + 0.06243564188480377, + 0.04357514530420303, + 0.11834833770990372 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016061563044786453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a distinctive style of grainy, desaturated vintage amateur footage, a tight, static close-up focuses on a massive rock lobster. The creature inhabits a dark, damp shoreline composed of smooth black pebbles that gleam in the faint, cool light of a distant moon. Its carapace, a complex mosaic of dark, mottled browns and grays, perfectly mimics the texture of damp, volcanic rock, making it almost blend in with its surroundings. The creature's body remains almost completely inert, a solid, motionless mass. The only signs of life come from its two exceptionally long, segmented tentacles, which twitch erratically, their smooth, dark surfaces catching the silvery moonlight and shimmering with light. In the foreground, the foamy white edges of gentle waves periodically lap gently against the creature's rocky shell, creating a scene of profound silence and the mystery of nocturnal life, as if documenting a rare, secret moment in nature.", + "seed": 27322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_4754_seed_27322_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01722371669020504, + "vlm_logprob": -0.01722371669020504, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01722371669020504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022783536463975906 + ], + "opposite_logprob_tokens": [ + -4.0227837562561035 + ], + "logprob_reward": -0.022783536463975906, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022783536463975906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31461647152900696, + 0.11622132360935211, + 0.0434727780520916, + 0.10688533633947372, + 0.07837263494729996, + 0.09014308452606201, + 0.04204797372221947, + 0.08807491511106491, + 0.021477429196238518, + 0.09868808090686798 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.022783536463975906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017244244227185845 + ], + "opposite_logprob_tokens": [ + -6.3767242431640625 + ], + "logprob_reward": -0.0017244244227185845, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017244244227185845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35593852400779724, + 0.11849173158407211, + 0.04288041964173317, + 0.13447412848472595, + 0.06836027652025223, + 0.049398988485336304, + 0.051110997796058655, + 0.050995975732803345, + 0.029582176357507706, + 0.0987667590379715 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0017244244227185845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024901593569666147 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024901593569666147, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024901593569666147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20826356112957, + 0.148679718375206, + 0.061923954635858536, + 0.10975777357816696, + 0.08012756705284119, + 0.11998358368873596, + 0.02358994632959366, + 0.06768978387117386, + 0.021002762019634247, + 0.15898138284683228 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0024901593569666147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4120936989784241, + 0.07214868068695068, + 0.04787895455956459, + 0.10295133292675018, + 0.07859166711568832, + 0.053335193544626236, + 0.06760410219430923, + 0.052188172936439514, + 0.03498087450861931, + 0.07822736352682114 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.01607259176671505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304787144064903 + ], + "opposite_logprob_tokens": [ + -3.1680479049682617 + ], + "logprob_reward": -0.04304787144064903, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304787144064903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11867550015449524, + 0.025550317019224167, + 0.019530372694134712, + 0.08478043973445892, + 0.024892129004001617, + 0.04599233344197273, + 0.12644974887371063, + 0.16191689670085907, + 0.024315161630511284, + 0.367897093296051 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.04304787144064903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a distinctive style of grainy, desaturated vintage amateur footage, a tight, static close-up focuses on a massive rock lobster. The creature inhabits a dark, damp shoreline composed of smooth black pebbles that gleam in the faint, cool light of a distant moon. Its carapace, a complex mosaic of dark, mottled browns and grays, perfectly mimics the texture of damp, volcanic rock, making it almost blend in with its surroundings. The creature's body remains almost completely inert, a solid, motionless mass. The only signs of life come from its two exceptionally long, segmented tentacles, which twitch erratically, their smooth, dark surfaces catching the silvery moonlight and shimmering with light. In the foreground, the foamy white edges of gentle waves periodically lap gently against the creature's rocky shell, creating a scene of profound silence and the mystery of nocturnal life, as if documenting a rare, secret moment in nature.", + "seed": 27323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_14/index_4754_seed_27323_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03695440050214529, + "vlm_logprob": -0.03695440050214529, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03695440050214529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02477795071899891 + ], + "opposite_logprob_tokens": [ + -3.774777889251709 + ], + "logprob_reward": -0.02477795071899891, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02477795071899891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15167702734470367, + 0.1655256152153015, + 0.12788327038288116, + 0.07557717710733414, + 0.21930630505084991, + 0.030600832775235176, + 0.04639296233654022, + 0.03478043153882027, + 0.1065143346786499, + 0.04174205660820007 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02477795071899891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293809860944748 + ], + "opposite_logprob_tokens": [ + -2.237938165664673 + ], + "logprob_reward": -0.11293809860944748, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293809860944748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09309263527393341, + 0.22794336080551147, + 0.07616221904754639, + 0.10204256325960159, + 0.08875394612550735, + 0.03368809074163437, + 0.04583178833127022, + 0.03623209893703461, + 0.09157715737819672, + 0.20467619597911835 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.11293809860944748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463933777064085 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463933777064085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463933777064085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127485126256943, + 0.11232759803533554, + 0.21598821878433228, + 0.10691189765930176, + 0.21217761933803558, + 0.0504295788705349, + 0.07995696365833282, + 0.038296185433864594, + 0.038451578468084335, + 0.024185504764318466 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.00463933777064085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076110303401947 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016076110303401947, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076110303401947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13137024641036987, + 0.09710176289081573, + 0.26504191756248474, + 0.09225752204656601, + 0.12269414216279984, + 0.023268016055226326, + 0.04562509432435036, + 0.06457410752773285, + 0.07748609781265259, + 0.08058104664087296 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.016076110303401947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video style grainy, desaturated, and resembling vintage amateur footage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a tight, static close-up focused on a massive rock lobster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, damp shoreline with smooth black pebbles under faint cool moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lobster's body almost completely inert and motionless, with only its two long tentacles twitching erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do foamy white waves periodically lap against the creature's shell in the foreground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340505108237267 + ], + "opposite_logprob_tokens": [ + -3.6513404846191406 + ], + "logprob_reward": -0.026340505108237267, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340505108237267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06816282868385315, + 0.06956275552511215, + 0.0798414871096611, + 0.04472607374191284, + 0.4041261672973633, + 0.09615369141101837, + 0.0483454205095768, + 0.06269310414791107, + 0.058932334184646606, + 0.0674562081694603 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.026340505108237267 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_tensor([6605, 6605])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_tensor([6605, 6605])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eafa91992b6fcbe662f35b7557dd54016342d5f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_tensor([6605, 6605])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly upward angle, the camera pans steadily to the right, tracking a chase unfolding in microscopic detail. Deep in a sun-dappled forest, a butterfly, its wings radiating a soft, mysterious blue glow, relentlessly pursues a slowly falling cherry blossom petal. Its wings are covered in velvety black scales, delicate veins visible, while the edges are outlined with a brilliant blue from its inner glow. Each graceful, powerful flap leaves a fleeting, dreamlike streak of light in the air. Its target, the delicate pale pink cherry blossom petal, its edges slightly curled from dehydration, swirls gracefully in the golden shaft of sunlight streaming through the dense treetops. Carried by an invisible breeze, it drifts in an unpredictable path towards the dark green moss-covered ground. The butterfly precisely adjusts its flight path, swooping, circling, always maintaining a delicate distance from the petal, as if performing a silent dance. In the background, the ancient tree trunks and damp soil become blurred due to the depth of field, and only the fragmented and ever-changing spots of light are clearly visible. The blue glow of the butterfly itself is intertwined with the golden sunlight, rendering the entire picture with a tranquil, warm and vibrant magical atmosphere.", + "seed": 20966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_6605_seed_20966_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20994562637060882, + "vlm_logprob": -0.20994562637060882, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.20994562637060882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6340540647506714 + ], + "opposite_logprob_tokens": [ + -0.7590540647506714 + ], + "logprob_reward": -0.6340540647506714, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6340540647506714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14953960478305817, + 0.10405682772397995, + 0.06814111769199371, + 0.10674924403429031, + 0.33071938157081604, + 0.045102886855602264, + 0.06056716665625572, + 0.01902153342962265, + 0.03847667574882507, + 0.07762563973665237 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.6340540647506714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014223741367459297 + ], + "opposite_logprob_tokens": [ + -4.264223575592041 + ], + "logprob_reward": -0.014223741367459297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014223741367459297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08009131252765656, + 0.04910347983241081, + 0.04041390120983124, + 0.035924166440963745, + 0.2469332069158554, + 0.12178781628608704, + 0.1297149360179901, + 0.09041938930749893, + 0.053205862641334534, + 0.15240596234798431 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.014223741367459297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486231863498688 + ], + "opposite_logprob_tokens": [ + -1.2236231565475464 + ], + "logprob_reward": -0.3486231863498688, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486231863498688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06464426964521408, + 0.03527461737394333, + 0.04652801901102066, + 0.04710252955555916, + 0.24126644432544708, + 0.07304743677377701, + 0.038070738315582275, + 0.0715746358036995, + 0.23056738078594208, + 0.15192395448684692 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.3486231863498688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782352484762669 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782352484762669, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782352484762669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08528252691030502, + 0.058951810002326965, + 0.07041218876838684, + 0.06923278421163559, + 0.2372647225856781, + 0.06803327053785324, + 0.035798102617263794, + 0.058665137737989426, + 0.17014534771442413, + 0.1462140679359436 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.009782352484762669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043044786900281906 + ], + "opposite_logprob_tokens": [ + -3.1680448055267334 + ], + "logprob_reward": -0.043044786900281906, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043044786900281906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10957895219326019, + 0.11704256385564804, + 0.08427106589078903, + 0.1655620038509369, + 0.11951835453510284, + 0.17312154173851013, + 0.089325912296772, + 0.03506925329566002, + 0.037943098694086075, + 0.06856728345155716 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.043044786900281906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera pans steadily to the right, tracking a chase unfolding in microscopic detail. Deep in a sun-dappled forest, a butterfly, its wings radiating a soft, mysterious blue glow, relentlessly pursues a slowly falling cherry blossom petal. Its wings are covered in velvety black scales, delicate veins visible, while the edges are outlined with a brilliant blue from its inner glow. Each graceful, powerful flap leaves a fleeting, dreamlike streak of light in the air. Its target, the delicate pale pink cherry blossom petal, its edges slightly curled from dehydration, swirls gracefully in the golden shaft of sunlight streaming through the dense treetops. Carried by an invisible breeze, it drifts in an unpredictable path towards the dark green moss-covered ground. The butterfly precisely adjusts its flight path, swooping, circling, always maintaining a delicate distance from the petal, as if performing a silent dance. In the background, the ancient tree trunks and damp soil become blurred due to the depth of field, and only the fragmented and ever-changing spots of light are clearly visible. The blue glow of the butterfly itself is intertwined with the golden sunlight, rendering the entire picture with a tranquil, warm and vibrant magical atmosphere.", + "seed": 20967, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_6605_seed_20967_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02516134809702635, + "vlm_logprob": -0.02516134809702635, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02516134809702635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07076723128557205 + ], + "opposite_logprob_tokens": [ + -2.6957671642303467 + ], + "logprob_reward": -0.07076723128557205, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07076723128557205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28818947076797485, + 0.11155982315540314, + 0.13176125288009644, + 0.06066609174013138, + 0.068790003657341, + 0.04382447153329849, + 0.04534228891134262, + 0.0357074998319149, + 0.19605842232704163, + 0.018100589513778687 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.07076723128557205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664395660161972 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.008664395660161972, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664395660161972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12424015253782272, + 0.04647953435778618, + 0.07431777566671371, + 0.09670427441596985, + 0.020022809505462646, + 0.03133502975106239, + 0.03857584297657013, + 0.011378687806427479, + 0.5191835761070251, + 0.037762291729450226 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.008664395660161972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738912779837847 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006738912779837847, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738912779837847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330878585577011, + 0.04763614386320114, + 0.03278785198926926, + 0.018655113875865936, + 0.01235008705407381, + 0.0246885996311903, + 0.05693051218986511, + 0.013146128505468369, + 0.6416617035865784, + 0.019055943936109543 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.006738912779837847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948933307081461 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948933307081461, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948933307081461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1588554084300995, + 0.0812387689948082, + 0.09758739918470383, + 0.04218098521232605, + 0.12601448595523834, + 0.060035720467567444, + 0.10144609957933426, + 0.02500789240002632, + 0.24119113385677338, + 0.0664420872926712 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.005948933307081461 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368726745247841 + ], + "opposite_logprob_tokens": [ + -3.4086873531341553 + ], + "logprob_reward": -0.03368726745247841, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368726745247841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09489145129919052, + 0.10373558849096298, + 0.03840092942118645, + 0.03639807552099228, + 0.06276445090770721, + 0.05272799730300903, + 0.04217313975095749, + 0.03614817559719086, + 0.45784372091293335, + 0.07491645961999893 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.03368726745247841 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera pans steadily to the right, tracking a chase unfolding in microscopic detail. Deep in a sun-dappled forest, a butterfly, its wings radiating a soft, mysterious blue glow, relentlessly pursues a slowly falling cherry blossom petal. Its wings are covered in velvety black scales, delicate veins visible, while the edges are outlined with a brilliant blue from its inner glow. Each graceful, powerful flap leaves a fleeting, dreamlike streak of light in the air. Its target, the delicate pale pink cherry blossom petal, its edges slightly curled from dehydration, swirls gracefully in the golden shaft of sunlight streaming through the dense treetops. Carried by an invisible breeze, it drifts in an unpredictable path towards the dark green moss-covered ground. The butterfly precisely adjusts its flight path, swooping, circling, always maintaining a delicate distance from the petal, as if performing a silent dance. In the background, the ancient tree trunks and damp soil become blurred due to the depth of field, and only the fragmented and ever-changing spots of light are clearly visible. The blue glow of the butterfly itself is intertwined with the golden sunlight, rendering the entire picture with a tranquil, warm and vibrant magical atmosphere.", + "seed": 20968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_6605_seed_20968_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040032361075282095, + "vlm_logprob": -0.040032361075282095, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.040032361075282095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03340622037649155 + ], + "opposite_logprob_tokens": [ + -3.5334062576293945 + ], + "logprob_reward": -0.03340622037649155, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03340622037649155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18864794075489044, + 0.031339436769485474, + 0.07721852511167526, + 0.10333509743213654, + 0.18382509052753448, + 0.12854421138763428, + 0.060064587742090225, + 0.05107056722044945, + 0.07685882598161697, + 0.0990956574678421 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03340622037649155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029831182211637497 + ], + "opposite_logprob_tokens": [ + -3.5298311710357666 + ], + "logprob_reward": -0.029831182211637497, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029831182211637497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14475001394748688, + 0.08076182752847672, + 0.0751224011182785, + 0.16727596521377563, + 0.1670752465724945, + 0.08891864120960236, + 0.053436193615198135, + 0.07776376605033875, + 0.06598231941461563, + 0.0789135992527008 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.029831182211637497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904360979795456 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.08904360979795456, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904360979795456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.157488614320755, + 0.10445459187030792, + 0.1044604480266571, + 0.11224723607301712, + 0.14237414300441742, + 0.09653797000646591, + 0.04502782225608826, + 0.06201552599668503, + 0.10119622945785522, + 0.07419735938310623 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08904360979795456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1066795364022255, + 0.10209622979164124, + 0.11410226672887802, + 0.07161325961351395, + 0.07278044521808624, + 0.11273078620433807, + 0.06974618136882782, + 0.10877840220928192, + 0.15948517620563507, + 0.08198774605989456 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368772566318512 + ], + "opposite_logprob_tokens": [ + -3.4086878299713135 + ], + "logprob_reward": -0.03368772566318512, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368772566318512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.067713163793087, + 0.0960620641708374, + 0.045275647193193436, + 0.1414492130279541, + 0.046588923782110214, + 0.14743389189243317, + 0.09411099553108215, + 0.060273975133895874, + 0.07895360887050629, + 0.22213853895664215 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.03368772566318512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera pans steadily to the right, tracking a chase unfolding in microscopic detail. Deep in a sun-dappled forest, a butterfly, its wings radiating a soft, mysterious blue glow, relentlessly pursues a slowly falling cherry blossom petal. Its wings are covered in velvety black scales, delicate veins visible, while the edges are outlined with a brilliant blue from its inner glow. Each graceful, powerful flap leaves a fleeting, dreamlike streak of light in the air. Its target, the delicate pale pink cherry blossom petal, its edges slightly curled from dehydration, swirls gracefully in the golden shaft of sunlight streaming through the dense treetops. Carried by an invisible breeze, it drifts in an unpredictable path towards the dark green moss-covered ground. The butterfly precisely adjusts its flight path, swooping, circling, always maintaining a delicate distance from the petal, as if performing a silent dance. In the background, the ancient tree trunks and damp soil become blurred due to the depth of field, and only the fragmented and ever-changing spots of light are clearly visible. The blue glow of the butterfly itself is intertwined with the golden sunlight, rendering the entire picture with a tranquil, warm and vibrant magical atmosphere.", + "seed": 20969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_15/index_6605_seed_20969_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04643583968281746, + "vlm_logprob": -0.04643583968281746, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04643583968281746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12894786894321442 + ], + "opposite_logprob_tokens": [ + -2.1289479732513428 + ], + "logprob_reward": -0.12894786894321442, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12894786894321442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14059925079345703, + 0.07831580191850662, + 0.026955585926771164, + 0.13783898949623108, + 0.07073074579238892, + 0.11696966737508774, + 0.0403541624546051, + 0.050356872379779816, + 0.22841639816761017, + 0.10946254432201385 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.12894786894321442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206122025847435 + ], + "opposite_logprob_tokens": [ + -3.8956122398376465 + ], + "logprob_reward": -0.0206122025847435, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206122025847435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024700118228793144, + 0.11555058509111404, + 0.07930729538202286, + 0.05457530915737152, + 0.08416970819234848, + 0.2925015389919281, + 0.10754087567329407, + 0.08941610902547836, + 0.10015395283699036, + 0.05208452790975571 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.0206122025847435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351071894168854 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.026351071894168854, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351071894168854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03468628600239754, + 0.20752204954624176, + 0.05517761781811714, + 0.08220310509204865, + 0.12323637306690216, + 0.1522412747144699, + 0.08027949929237366, + 0.17513221502304077, + 0.048474423587322235, + 0.04104721173644066 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.026351071894168854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028999684378504753, + 0.0741303339600563, + 0.04743000492453575, + 0.1096859946846962, + 0.08031191676855087, + 0.3228703439235687, + 0.043443262577056885, + 0.1085766926407814, + 0.16130535304546356, + 0.023246420547366142 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.018186133354902267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-dappled forest with ancient tree trunks and damp soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a butterfly with velvety black scales and wings outlined in a brilliant blue glow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale pink cherry blossom petal with slightly curled edges visible as the target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the butterfly perform actions such as swooping, circling, and flapping its wings while chasing the petal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up from a slightly upward angle that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808192163705826 + ], + "opposite_logprob_tokens": [ + -3.2880818843841553 + ], + "logprob_reward": -0.03808192163705826, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808192163705826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06620696187019348, + 0.10196807235479355, + 0.04150792211294174, + 0.056816354393959045, + 0.14491689205169678, + 0.24421104788780212, + 0.11350985616445541, + 0.04330385476350784, + 0.16072742640972137, + 0.02683166041970253 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.03808192163705826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_tensor([1370, 1370])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_tensor([1370, 1370])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6463fd885717a2ea23c5c8d7eafbefe93b312210 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_tensor([1370, 1370])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, sweeping aerial shot unfolds, the entire scene brimming with dynamic tension, reminiscent of a Chinese ink painting, as if the ink is still flowing across the rice paper. The river's surface, rendered with unrestrained, splashed brushstrokes, transforms into a surging, black wave. The surging spray, outlined with the decisive \"feibai\" technique, forms piercing white lines and dots against the dark surface. Amidst this chaos, two simple, black-sailed boats engage in a fierce confrontation, relentlessly tossed and hurled by the waves. One boat tilts sharply to the left, its jet-black sail nearly touching the roiling, inky water; the other, lifted high on the crest of the waves, its bow held high, as if in its final struggle. The blurred figures on the boats are rendered with minimal, calligraphic brushstrokes, their tense postures conveying the full force of their struggle against nature. The distant landscape depicts layered mountains, rendered in shades of gray ink, their outlines looming in the pervasive, moist mist. The scene lacks a specific color palette; instead, the shifting tones of ink, from burnt to thick, heavy, light, and clear, combined with the white space left on the rice paper, create a thrilling, tense atmosphere imbued with primal power and the beauty of Eastern philosophy.", + "seed": 7854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_1370_seed_7854_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04595096770208329, + "vlm_logprob": -0.04595096770208329, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.04595096770208329, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1771177053451538 + ], + "opposite_logprob_tokens": [ + -1.9271177053451538 + ], + "logprob_reward": -0.1771177053451538, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1771177053451538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4137098789215088, + 0.1310977190732956, + 0.042253270745277405, + 0.12127244472503662, + 0.07194196432828903, + 0.03200136125087738, + 0.03634992986917496, + 0.02184310555458069, + 0.06361155956983566, + 0.06591879576444626 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.1771177053451538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015326907159760594 + ], + "opposite_logprob_tokens": [ + -6.501532554626465 + ], + "logprob_reward": -0.0015326907159760594, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015326907159760594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13817965984344482, + 0.17110294103622437, + 0.23487943410873413, + 0.06464911252260208, + 0.20386241376399994, + 0.019156616181135178, + 0.02524249441921711, + 0.06752277165651321, + 0.0434989333152771, + 0.03190571069717407 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0015326907159760594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048668064177036285 + ], + "opposite_logprob_tokens": [ + -3.048668146133423 + ], + "logprob_reward": -0.048668064177036285, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048668064177036285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22290295362472534, + 0.11462512612342834, + 0.08663523197174072, + 0.06892821192741394, + 0.12117421627044678, + 0.03594449535012245, + 0.029713861644268036, + 0.18984867632389069, + 0.09973543882369995, + 0.030491774901747704 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.048668064177036285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009246364934369922 + ], + "opposite_logprob_tokens": [ + -7.000924587249756 + ], + "logprob_reward": -0.0009246364934369922, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009246364934369922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13151772320270538, + 0.0751103088259697, + 0.18240812420845032, + 0.1643800437450409, + 0.06881783902645111, + 0.10223615169525146, + 0.07282713800668716, + 0.08015661686658859, + 0.07525399327278137, + 0.04729197174310684 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.0009246364934369922 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015117417788133025 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015117417788133025, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015117417788133025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1626138687133789, + 0.10027254372835159, + 0.07337295264005661, + 0.3627969026565552, + 0.134080708026886, + 0.028047986328601837, + 0.029780007898807526, + 0.03833066672086716, + 0.054040778428316116, + 0.016663599759340286 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0015117417788133025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping aerial shot unfolds, the entire scene brimming with dynamic tension, reminiscent of a Chinese ink painting, as if the ink is still flowing across the rice paper. The river's surface, rendered with unrestrained, splashed brushstrokes, transforms into a surging, black wave. The surging spray, outlined with the decisive \"feibai\" technique, forms piercing white lines and dots against the dark surface. Amidst this chaos, two simple, black-sailed boats engage in a fierce confrontation, relentlessly tossed and hurled by the waves. One boat tilts sharply to the left, its jet-black sail nearly touching the roiling, inky water; the other, lifted high on the crest of the waves, its bow held high, as if in its final struggle. The blurred figures on the boats are rendered with minimal, calligraphic brushstrokes, their tense postures conveying the full force of their struggle against nature. The distant landscape depicts layered mountains, rendered in shades of gray ink, their outlines looming in the pervasive, moist mist. The scene lacks a specific color palette; instead, the shifting tones of ink, from burnt to thick, heavy, light, and clear, combined with the white space left on the rice paper, create a thrilling, tense atmosphere imbued with primal power and the beauty of Eastern philosophy.", + "seed": 7855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_1370_seed_7855_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10047119670780376, + "vlm_logprob": -0.10047119670780376, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.10047119670780376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2948554456233978 + ], + "opposite_logprob_tokens": [ + -1.4198554754257202 + ], + "logprob_reward": -0.2948554456233978, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2948554456233978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12315428256988525, + 0.18885749578475952, + 0.2036447525024414, + 0.061144813895225525, + 0.0855662003159523, + 0.0415450744330883, + 0.0398218035697937, + 0.08795967698097229, + 0.09438706189393997, + 0.07391883432865143 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.2948554456233978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002831143094226718 + ], + "opposite_logprob_tokens": [ + -5.877830982208252 + ], + "logprob_reward": -0.002831143094226718, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002831143094226718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41294631361961365, + 0.0861176922917366, + 0.0843651294708252, + 0.04624906927347183, + 0.1593356877565384, + 0.033776067197322845, + 0.0203463826328516, + 0.06291468441486359, + 0.03752409666776657, + 0.05642484128475189 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.002831143094226718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015545517206192 + ], + "opposite_logprob_tokens": [ + -1.701554536819458 + ], + "logprob_reward": -0.2015545517206192, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015545517206192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17739461362361908, + 0.10230647027492523, + 0.13439559936523438, + 0.11174117773771286, + 0.07971479743719101, + 0.06994065642356873, + 0.03931308165192604, + 0.08713765442371368, + 0.11905154585838318, + 0.0790044292807579 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.2015545517206192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021977098658680916 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021977098658680916, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021977098658680916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2171659767627716, + 0.0724802017211914, + 0.10410746932029724, + 0.10973706096410751, + 0.09741809964179993, + 0.09993443638086319, + 0.06083851307630539, + 0.08611137419939041, + 0.08260281383991241, + 0.06960400938987732 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0021977098658680916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009171332349069417 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009171332349069417, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009171332349069417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37388378381729126, + 0.08119456470012665, + 0.10992513597011566, + 0.05366281047463417, + 0.18711939454078674, + 0.02191292867064476, + 0.059913113713264465, + 0.03841409832239151, + 0.03223437815904617, + 0.04173974692821503 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0009171332349069417 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping aerial shot unfolds, the entire scene brimming with dynamic tension, reminiscent of a Chinese ink painting, as if the ink is still flowing across the rice paper. The river's surface, rendered with unrestrained, splashed brushstrokes, transforms into a surging, black wave. The surging spray, outlined with the decisive \"feibai\" technique, forms piercing white lines and dots against the dark surface. Amidst this chaos, two simple, black-sailed boats engage in a fierce confrontation, relentlessly tossed and hurled by the waves. One boat tilts sharply to the left, its jet-black sail nearly touching the roiling, inky water; the other, lifted high on the crest of the waves, its bow held high, as if in its final struggle. The blurred figures on the boats are rendered with minimal, calligraphic brushstrokes, their tense postures conveying the full force of their struggle against nature. The distant landscape depicts layered mountains, rendered in shades of gray ink, their outlines looming in the pervasive, moist mist. The scene lacks a specific color palette; instead, the shifting tones of ink, from burnt to thick, heavy, light, and clear, combined with the white space left on the rice paper, create a thrilling, tense atmosphere imbued with primal power and the beauty of Eastern philosophy.", + "seed": 7856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_1370_seed_7856_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13965269490145146, + "vlm_logprob": -0.13965269490145146, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.13965269490145146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6412935256958008 + ], + "opposite_logprob_tokens": [ + -0.7662935256958008 + ], + "logprob_reward": -0.6412935256958008, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6412935256958008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2216137945652008, + 0.18106287717819214, + 0.04361487925052643, + 0.10874725878238678, + 0.09879057854413986, + 0.03965959697961807, + 0.07718165963888168, + 0.05749797448515892, + 0.10233382880687714, + 0.06949763745069504 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.6412935256958008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652034025639296 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004652034025639296, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652034025639296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32213008403778076, + 0.11295777559280396, + 0.0688587948679924, + 0.08058243244886398, + 0.05271412432193756, + 0.07123330980539322, + 0.1215788945555687, + 0.057881880551576614, + 0.030586643144488335, + 0.08147601038217545 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004652034025639296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656366765499115 + ], + "opposite_logprob_tokens": [ + -3.048656463623047 + ], + "logprob_reward": -0.048656366765499115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656366765499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27301982045173645, + 0.15178121626377106, + 0.09722331166267395, + 0.04121037945151329, + 0.16239160299301147, + 0.03869025781750679, + 0.0395287461578846, + 0.03005289100110531, + 0.08835600316524506, + 0.07774581015110016 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048656366765499115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011784045491367579 + ], + "opposite_logprob_tokens": [ + -6.75117826461792 + ], + "logprob_reward": -0.0011784045491367579, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011784045491367579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2570367157459259, + 0.19479575753211975, + 0.05610046908259392, + 0.07495463639497757, + 0.07888655364513397, + 0.07894548028707504, + 0.06705041974782944, + 0.029216505587100983, + 0.06686687469482422, + 0.09614662826061249 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0011784045491367579 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024831434711813927 + ], + "opposite_logprob_tokens": [ + -6.002483367919922 + ], + "logprob_reward": -0.0024831434711813927, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024831434711813927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2744249999523163, + 0.08716307580471039, + 0.10891217738389969, + 0.10671508312225342, + 0.09863530099391937, + 0.18138158321380615, + 0.05269421264529228, + 0.026625163853168488, + 0.03942407667636871, + 0.024024363607168198 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0024831434711813927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping aerial shot unfolds, the entire scene brimming with dynamic tension, reminiscent of a Chinese ink painting, as if the ink is still flowing across the rice paper. The river's surface, rendered with unrestrained, splashed brushstrokes, transforms into a surging, black wave. The surging spray, outlined with the decisive \"feibai\" technique, forms piercing white lines and dots against the dark surface. Amidst this chaos, two simple, black-sailed boats engage in a fierce confrontation, relentlessly tossed and hurled by the waves. One boat tilts sharply to the left, its jet-black sail nearly touching the roiling, inky water; the other, lifted high on the crest of the waves, its bow held high, as if in its final struggle. The blurred figures on the boats are rendered with minimal, calligraphic brushstrokes, their tense postures conveying the full force of their struggle against nature. The distant landscape depicts layered mountains, rendered in shades of gray ink, their outlines looming in the pervasive, moist mist. The scene lacks a specific color palette; instead, the shifting tones of ink, from burnt to thick, heavy, light, and clear, combined with the white space left on the rice paper, create a thrilling, tense atmosphere imbued with primal power and the beauty of Eastern philosophy.", + "seed": 7857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_2/index_1370_seed_7857_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.056089789082761854, + "vlm_logprob": -0.056089789082761854, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.056089789082761854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13422182202339172 + ], + "opposite_logprob_tokens": [ + -2.1342217922210693 + ], + "logprob_reward": -0.13422182202339172, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13422182202339172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3218728005886078, + 0.07821163535118103, + 0.052048444747924805, + 0.042121388018131256, + 0.19458834826946259, + 0.041026581078767776, + 0.14278341829776764, + 0.04470432549715042, + 0.029408875852823257, + 0.05323414131999016 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.13422182202339172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015232876176014543 + ], + "opposite_logprob_tokens": [ + -6.501523494720459 + ], + "logprob_reward": -0.0015232876176014543, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015232876176014543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4744877219200134, + 0.10305967926979065, + 0.04716157913208008, + 0.06432526558637619, + 0.025985395535826683, + 0.1298426240682602, + 0.06169554591178894, + 0.03914408013224602, + 0.028939981013536453, + 0.025358151644468307 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0015232876176014543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280769228935242 + ], + "opposite_logprob_tokens": [ + -2.017807722091675 + ], + "logprob_reward": -0.14280769228935242, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280769228935242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.490208238363266, + 0.05098837986588478, + 0.04434743896126747, + 0.03215773403644562, + 0.07002877444028854, + 0.10490696877241135, + 0.0543786995112896, + 0.043081704527139664, + 0.042848728597164154, + 0.06705334782600403 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.14280769228935242 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011803095694631338 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011803095694631338, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011803095694631338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6711955666542053, + 0.0519612692296505, + 0.04019505903124809, + 0.024526499211788177, + 0.019562242552638054, + 0.03127729147672653, + 0.044338423758745193, + 0.03837168961763382, + 0.03765260428190231, + 0.040919311344623566 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0011803095694631338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slow, sweeping aerial perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style reminiscent of a Chinese ink painting with flowing ink on rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two boats with black sails visible engaging in a confrontation on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures on the boats rendered with minimal, calligraphic brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of layered gray mountains shrouded in mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000715833914000541 + ], + "opposite_logprob_tokens": [ + -7.250715732574463 + ], + "logprob_reward": -0.000715833914000541, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.000715833914000541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6407837271690369, + 0.09202618151903152, + 0.019790222868323326, + 0.060475677251815796, + 0.02914167381823063, + 0.024050485342741013, + 0.04047543555498123, + 0.03799157589673996, + 0.030425218865275383, + 0.02483983337879181 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.000715833914000541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_tensor([2516, 2516])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_tensor([2516, 2516])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0a337acb9aabad1200b52b86f35862bb3ef9ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_tensor([2516, 2516])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, sweeping long shot, the camera slowly and steadily tilts upward from the horizon, gradually revealing a nightscape as deep as ink, dotted with distant nebulae. Initially, only a few diamond-bright stars begin to fall, but soon, a silent and magnificent cosmic spectacle unfolds. Thousands of blazing points of light, a blend of icy blue and warm gold, fall like tears from the velvety darkness, each leaving a slender, brilliant trail of light in their wake. These fleeting burning trails interweave into a dynamic web of light. Some are as long as silver threads, gracefully streaking across the sky, while others flash like fleeting sparks, their light briefly illuminating one another before fading, bringing a fleeting vitality to the vast darkness. At the bottom of the frame, the black silhouettes of the mountains stand silent witness to this celestial ballet. The entire scene, shrouded in absolute tranquility, exudes an awe-inspiring grandeur and majesty, creating a visual atmosphere both dreamlike and imbued with cosmic power.", + "seed": 15649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_2516_seed_15649_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16452742307446896, + "vlm_logprob": -0.16452742307446896, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.16452742307446896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7602006793022156 + ], + "opposite_logprob_tokens": [ + -0.6352006793022156 + ], + "logprob_reward": -0.7602006793022156, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7602006793022156, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16989901661872864, + 0.4363107979297638, + 0.051866378635168076, + 0.06278117746114731, + 0.0337354876101017, + 0.027960920706391335, + 0.017123226076364517, + 0.04459896683692932, + 0.0990011990070343, + 0.056722793728113174 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.7602006793022156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564430944621563 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.012564430944621563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564430944621563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10001082718372345, + 0.3423547148704529, + 0.043440818786621094, + 0.07261669635772705, + 0.10389413684606552, + 0.061213523149490356, + 0.08414693921804428, + 0.12055941671133041, + 0.05006181448698044, + 0.021701136603951454 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.012564430944621563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199494047090411 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.002199494047090411, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199494047090411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19209687411785126, + 0.10042135417461395, + 0.0625338926911354, + 0.06856323778629303, + 0.05003432184457779, + 0.07152219861745834, + 0.09489641338586807, + 0.055417969822883606, + 0.21063202619552612, + 0.09388170391321182 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002199494047090411 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22885718941688538, + 0.6049976944923401, + 0.058608051389455795, + 0.019708940759301186, + 0.02371038869023323, + 0.0038870295975357294, + 0.013190079480409622, + 0.020579790696501732, + 0.009707823395729065, + 0.016752980649471283 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004634116776287556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043038394302129745 + ], + "opposite_logprob_tokens": [ + -3.1680383682250977 + ], + "logprob_reward": -0.043038394302129745, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043038394302129745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28033512830734253, + 0.22216062247753143, + 0.04183356463909149, + 0.07840629667043686, + 0.0812261551618576, + 0.021621186286211014, + 0.039854735136032104, + 0.031113361939787865, + 0.141127809882164, + 0.06232107803225517 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.043038394302129745 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, sweeping long shot, the camera slowly and steadily tilts upward from the horizon, gradually revealing a nightscape as deep as ink, dotted with distant nebulae. Initially, only a few diamond-bright stars begin to fall, but soon, a silent and magnificent cosmic spectacle unfolds. Thousands of blazing points of light, a blend of icy blue and warm gold, fall like tears from the velvety darkness, each leaving a slender, brilliant trail of light in their wake. These fleeting burning trails interweave into a dynamic web of light. Some are as long as silver threads, gracefully streaking across the sky, while others flash like fleeting sparks, their light briefly illuminating one another before fading, bringing a fleeting vitality to the vast darkness. At the bottom of the frame, the black silhouettes of the mountains stand silent witness to this celestial ballet. The entire scene, shrouded in absolute tranquility, exudes an awe-inspiring grandeur and majesty, creating a visual atmosphere both dreamlike and imbued with cosmic power.", + "seed": 15650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_2516_seed_15650_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2929778237827122, + "vlm_logprob": -0.2929778237827122, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2929778237827122, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1390113830566406 + ], + "opposite_logprob_tokens": [ + -0.38901135325431824 + ], + "logprob_reward": -1.1390113830566406, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1390113830566406, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3535914719104767, + 0.08480951935052872, + 0.06413827836513519, + 0.05256848409771919, + 0.12937869131565094, + 0.058674007654190063, + 0.02979494258761406, + 0.06199651211500168, + 0.03883766382932663, + 0.12621045112609863 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -1.1390113830566406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373809531331062 + ], + "opposite_logprob_tokens": [ + -3.408738136291504 + ], + "logprob_reward": -0.03373809531331062, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373809531331062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2037147432565689, + 0.14791342616081238, + 0.04567859694361687, + 0.042628612369298935, + 0.09922425448894501, + 0.08784367144107819, + 0.10044176131486893, + 0.14450548589229584, + 0.07556711137294769, + 0.05248238146305084 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03373809531331062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101318307220936 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101318307220936, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101318307220936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268798828125, + 0.09981569647789001, + 0.03862471133470535, + 0.0686173290014267, + 0.19265678524971008, + 0.07255976647138596, + 0.040195465087890625, + 0.09961708635091782, + 0.034714438021183014, + 0.08439990133047104 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004101318307220936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49413764476776123, + 0.10185418277978897, + 0.04492952302098274, + 0.05244103819131851, + 0.06206147000193596, + 0.0756029412150383, + 0.04299570992588997, + 0.044798843562603, + 0.019810283556580544, + 0.06136845052242279 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130343556404114 + ], + "opposite_logprob_tokens": [ + -1.4063034057617188 + ], + "logprob_reward": -0.28130343556404114, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130343556404114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43476951122283936, + 0.042555708438158035, + 0.027604615315794945, + 0.024924220517277718, + 0.05517691373825073, + 0.05803709849715233, + 0.20912577211856842, + 0.041724611073732376, + 0.01633978821337223, + 0.08974182605743408 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.28130343556404114 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, sweeping long shot, the camera slowly and steadily tilts upward from the horizon, gradually revealing a nightscape as deep as ink, dotted with distant nebulae. Initially, only a few diamond-bright stars begin to fall, but soon, a silent and magnificent cosmic spectacle unfolds. Thousands of blazing points of light, a blend of icy blue and warm gold, fall like tears from the velvety darkness, each leaving a slender, brilliant trail of light in their wake. These fleeting burning trails interweave into a dynamic web of light. Some are as long as silver threads, gracefully streaking across the sky, while others flash like fleeting sparks, their light briefly illuminating one another before fading, bringing a fleeting vitality to the vast darkness. At the bottom of the frame, the black silhouettes of the mountains stand silent witness to this celestial ballet. The entire scene, shrouded in absolute tranquility, exudes an awe-inspiring grandeur and majesty, creating a visual atmosphere both dreamlike and imbued with cosmic power.", + "seed": 15651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_2516_seed_15651_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06863555626478046, + "vlm_logprob": -0.06863555626478046, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.06863555626478046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.283581018447876 + ], + "opposite_logprob_tokens": [ + -1.408581018447876 + ], + "logprob_reward": -0.283581018447876, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.283581018447876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7438663840293884, + 0.07853519171476364, + 0.03679516166448593, + 0.026929710060358047, + 0.023169253021478653, + 0.026331812143325806, + 0.02698989398777485, + 0.017218461260199547, + 0.01372692920267582, + 0.006437210366129875 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.283581018447876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046497792936861515 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.0046497792936861515, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046497792936861515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44121724367141724, + 0.1579643189907074, + 0.04015156254172325, + 0.04633199796080589, + 0.030470790341496468, + 0.012172811664640903, + 0.11769119650125504, + 0.09108152985572815, + 0.02420695684850216, + 0.038711659610271454 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0046497792936861515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008137490367516875 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008137490367516875, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008137490367516875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3182435929775238, + 0.24239391088485718, + 0.06934929639101028, + 0.028961146250367165, + 0.029922006651759148, + 0.020934320986270905, + 0.09648677706718445, + 0.11698750406503677, + 0.05012884363532066, + 0.02659258432686329 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0008137490367516875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059687361121178 + ], + "opposite_logprob_tokens": [ + -4.141059875488281 + ], + "logprob_reward": -0.016059687361121178, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059687361121178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14723984897136688, + 0.804378867149353, + 0.013501890003681183, + 0.006399262230843306, + 0.005479478742927313, + 0.004930900409817696, + 0.004087262321263552, + 0.005608736537396908, + 0.005921216681599617, + 0.002452453365549445 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016059687361121178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038073547184467316 + ], + "opposite_logprob_tokens": [ + -3.2880735397338867 + ], + "logprob_reward": -0.038073547184467316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038073547184467316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8073061108589172, + 0.12387813627719879, + 0.012510758824646473, + 0.014144829474389553, + 0.006573980208486319, + 0.0027291015721857548, + 0.01825788803398609, + 0.002676731674000621, + 0.004236189648509026, + 0.007686217315495014 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.038073547184467316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, sweeping long shot, the camera slowly and steadily tilts upward from the horizon, gradually revealing a nightscape as deep as ink, dotted with distant nebulae. Initially, only a few diamond-bright stars begin to fall, but soon, a silent and magnificent cosmic spectacle unfolds. Thousands of blazing points of light, a blend of icy blue and warm gold, fall like tears from the velvety darkness, each leaving a slender, brilliant trail of light in their wake. These fleeting burning trails interweave into a dynamic web of light. Some are as long as silver threads, gracefully streaking across the sky, while others flash like fleeting sparks, their light briefly illuminating one another before fading, bringing a fleeting vitality to the vast darkness. At the bottom of the frame, the black silhouettes of the mountains stand silent witness to this celestial ballet. The entire scene, shrouded in absolute tranquility, exudes an awe-inspiring grandeur and majesty, creating a visual atmosphere both dreamlike and imbued with cosmic power.", + "seed": 15652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_3/index_2516_seed_15652_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04745929855853319, + "vlm_logprob": -0.04745929855853319, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.04745929855853319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2043352723121643 + ], + "opposite_logprob_tokens": [ + -1.7043352127075195 + ], + "logprob_reward": -0.2043352723121643, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2043352723121643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24633532762527466, + 0.10337527096271515, + 0.1671336144208908, + 0.11671793460845947, + 0.09575444459915161, + 0.09537705779075623, + 0.0644894689321518, + 0.037406112998723984, + 0.022091438993811607, + 0.051319338381290436 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.2043352723121643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099499650299549 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099499650299549, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099499650299549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.072897769510746, + 0.06736617535352707, + 0.17626982927322388, + 0.07694785296916962, + 0.13464239239692688, + 0.13106949627399445, + 0.12319183349609375, + 0.09455560147762299, + 0.04724543169140816, + 0.07581360638141632 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.011099499650299549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715261023491621 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.001715261023491621, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715261023491621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05218617990612984, + 0.057091787457466125, + 0.13705460727214813, + 0.09913059324026108, + 0.13753046095371246, + 0.16183945536613464, + 0.1623406857252121, + 0.040568940341472626, + 0.013935361057519913, + 0.13832198083400726 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.001715261023491621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1422305703163147, + 0.0954829528927803, + 0.11356925964355469, + 0.10367332398891449, + 0.11648885160684586, + 0.2521662712097168, + 0.050658609718084335, + 0.0343056321144104, + 0.026147667318582535, + 0.06527692824602127 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004091464448720217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a long shot of the horizon and slowly tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thousands of falling lights visible in the sky, blending icy blue and warm gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling lights leave slender, brilliant trails of light as they streak across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are black mountain silhouettes visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark nightscape dotted with distant nebulae and stars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054995357990265 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.016054995357990265, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054995357990265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235754281282425, + 0.16411015391349792, + 0.15523459017276764, + 0.09970853477716446, + 0.09001431614160538, + 0.05340162292122841, + 0.07980652153491974, + 0.03775646165013313, + 0.02677042782306671, + 0.06962193548679352 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016054995357990265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_tensor([5186, 5186])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_tensor([5186, 5186])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..57da7f8bf5f0b17e1201b0d910da3ba809c2404a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_tensor([5186, 5186])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a surreal and photoreal confrontation within the booth of a classic American diner. On the left, an anthropomorphic burger, its head and torso formed by a smooth, sesame-studded brioche bun, leans forward aggressively. Two black olive slices act as wide, angry eyes, while a curved pickle slice opens its mouth, revealing layers of thick, grilled patty, crisp lettuce, and tomato slices. Its spindly French fry arms gesture wildly; one defiant, stiff French fry finger points directly at its companion, while another is raised angrily as a drop of melted cheddar cheese drips down its side. Opposite, an anthropomorphic pepperoni pizza slice, its pointy crust forming a head, evokes the same passion. Two glistening black olives half form its narrowed, angry eyes, while its body, covered in glistening oil and melted mozzarella cheese, leans back defiantly. It waved one breadstick arm dismissively, while the other remained poised, as if it had just decisively slapped the stained Formica tabletop. They sat on cracked cherry-red vinyl sofas, their chrome trim and glass condiment shakers gleaming in the cool, sterile glow of the restaurant's overhead fluorescent lights. Through the large windows behind them, the city's blurred nighttime neon signs cast soft, colorful highlights, bathing the tense and comically absurd scene in a dreamy, atmospheric glow.", + "seed": 9253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_5186_seed_9253_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016915614996105433, + "vlm_logprob": -0.016915614996105433, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.016915614996105433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030401796102523804 + ], + "opposite_logprob_tokens": [ + -3.5304017066955566 + ], + "logprob_reward": -0.030401796102523804, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030401796102523804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17567779123783112, + 0.12719625234603882, + 0.1574178785085678, + 0.07381373643875122, + 0.05488461256027222, + 0.1253269910812378, + 0.04852687940001488, + 0.03863264247775078, + 0.14093628525733948, + 0.057586945593357086 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.030401796102523804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046508475206792355 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.0046508475206792355, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046508475206792355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15100067853927612, + 0.03448531776666641, + 0.20038765668869019, + 0.20997489988803864, + 0.06220480054616928, + 0.06044137105345726, + 0.0644737184047699, + 0.048312246799468994, + 0.0641874447464943, + 0.10453188419342041 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0046508475206792355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636740036308765 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636740036308765, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636740036308765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270516812801361, + 0.05542296543717384, + 0.11145132780075073, + 0.16146542131900787, + 0.09531167894601822, + 0.07244431227445602, + 0.052288610488176346, + 0.03314740210771561, + 0.12851130962371826, + 0.1629052758216858 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.008636740036308765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106884703040123 + ], + "opposite_logprob_tokens": [ + -4.511068820953369 + ], + "logprob_reward": -0.01106884703040123, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106884703040123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10787458717823029, + 0.10820814967155457, + 0.1712355762720108, + 0.0760539174079895, + 0.04813768342137337, + 0.056951671838760376, + 0.05674610659480095, + 0.12553496658802032, + 0.09465117752552032, + 0.15460610389709473 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.01106884703040123 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819844290614128 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819844290614128, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819844290614128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26089850068092346, + 0.16186831891536713, + 0.0582839772105217, + 0.06076666712760925, + 0.06576558202505112, + 0.12146782875061035, + 0.06337613612413406, + 0.014731766656041145, + 0.053938206285238266, + 0.13890308141708374 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029819844290614128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a surreal and photoreal confrontation within the booth of a classic American diner. On the left, an anthropomorphic burger, its head and torso formed by a smooth, sesame-studded brioche bun, leans forward aggressively. Two black olive slices act as wide, angry eyes, while a curved pickle slice opens its mouth, revealing layers of thick, grilled patty, crisp lettuce, and tomato slices. Its spindly French fry arms gesture wildly; one defiant, stiff French fry finger points directly at its companion, while another is raised angrily as a drop of melted cheddar cheese drips down its side. Opposite, an anthropomorphic pepperoni pizza slice, its pointy crust forming a head, evokes the same passion. Two glistening black olives half form its narrowed, angry eyes, while its body, covered in glistening oil and melted mozzarella cheese, leans back defiantly. It waved one breadstick arm dismissively, while the other remained poised, as if it had just decisively slapped the stained Formica tabletop. They sat on cracked cherry-red vinyl sofas, their chrome trim and glass condiment shakers gleaming in the cool, sterile glow of the restaurant's overhead fluorescent lights. Through the large windows behind them, the city's blurred nighttime neon signs cast soft, colorful highlights, bathing the tense and comically absurd scene in a dreamy, atmospheric glow.", + "seed": 9254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_5186_seed_9254_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05136329159140587, + "vlm_logprob": -0.05136329159140587, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05136329159140587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023608185350894928 + ], + "opposite_logprob_tokens": [ + -3.7736082077026367 + ], + "logprob_reward": -0.023608185350894928, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023608185350894928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18255412578582764, + 0.055519700050354004, + 0.046558111906051636, + 0.025045523419976234, + 0.030560852959752083, + 0.04933837428689003, + 0.06352653354406357, + 0.4523569643497467, + 0.06027592346072197, + 0.03426390141248703 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.023608185350894928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642317563295364 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642317563295364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642317563295364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2724114656448364, + 0.11678048223257065, + 0.08088268339633942, + 0.06463710218667984, + 0.045155156403779984, + 0.09170101583003998, + 0.07763779908418655, + 0.08972210437059402, + 0.0932341143488884, + 0.06783799827098846 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.007642317563295364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780817665159702 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780817665159702, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780817665159702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3429059386253357, + 0.11461048573255539, + 0.05072774365544319, + 0.05879295989871025, + 0.04490768536925316, + 0.0940609723329544, + 0.07420569658279419, + 0.07667908817529678, + 0.08694561570882797, + 0.05616385489702225 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.009780817665159702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188013039529324 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014188013039529324, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188013039529324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1901526004076004, + 0.06125057861208916, + 0.1971861869096756, + 0.05415753647685051, + 0.03892659395933151, + 0.0611579529941082, + 0.05502958968281746, + 0.18806298077106476, + 0.0955413430929184, + 0.058534663170576096 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.014188013039529324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159712433815002 + ], + "opposite_logprob_tokens": [ + -1.7015970945358276 + ], + "logprob_reward": -0.20159712433815002, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159712433815002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33233875036239624, + 0.06307774782180786, + 0.07438448816537857, + 0.0289999321103096, + 0.030501125380396843, + 0.016626708209514618, + 0.06726378947496414, + 0.27226388454437256, + 0.060519181191921234, + 0.0540243424475193 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.20159712433815002 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a surreal and photoreal confrontation within the booth of a classic American diner. On the left, an anthropomorphic burger, its head and torso formed by a smooth, sesame-studded brioche bun, leans forward aggressively. Two black olive slices act as wide, angry eyes, while a curved pickle slice opens its mouth, revealing layers of thick, grilled patty, crisp lettuce, and tomato slices. Its spindly French fry arms gesture wildly; one defiant, stiff French fry finger points directly at its companion, while another is raised angrily as a drop of melted cheddar cheese drips down its side. Opposite, an anthropomorphic pepperoni pizza slice, its pointy crust forming a head, evokes the same passion. Two glistening black olives half form its narrowed, angry eyes, while its body, covered in glistening oil and melted mozzarella cheese, leans back defiantly. It waved one breadstick arm dismissively, while the other remained poised, as if it had just decisively slapped the stained Formica tabletop. They sat on cracked cherry-red vinyl sofas, their chrome trim and glass condiment shakers gleaming in the cool, sterile glow of the restaurant's overhead fluorescent lights. Through the large windows behind them, the city's blurred nighttime neon signs cast soft, colorful highlights, bathing the tense and comically absurd scene in a dreamy, atmospheric glow.", + "seed": 9255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_5186_seed_9255_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016492859087884428, + "vlm_logprob": -0.016492859087884428, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.016492859087884428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03080749325454235 + ], + "opposite_logprob_tokens": [ + -3.5308074951171875 + ], + "logprob_reward": -0.03080749325454235, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03080749325454235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16760431230068207, + 0.06202774494886398, + 0.06299212574958801, + 0.12717042863368988, + 0.04366988688707352, + 0.1275283843278885, + 0.06560857594013214, + 0.060392387211322784, + 0.2486066073179245, + 0.03439949452877045 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.03080749325454235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024991966784000397 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024991966784000397, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024991966784000397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14078381657600403, + 0.07337458431720734, + 0.08259037137031555, + 0.05205582082271576, + 0.09109658002853394, + 0.11418090760707855, + 0.06667552143335342, + 0.09288251399993896, + 0.15633812546730042, + 0.13002170622348785 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0024991966784000397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17267625033855438, + 0.07875710725784302, + 0.10992485284805298, + 0.07557941973209381, + 0.06680446118116379, + 0.15499821305274963, + 0.027482418343424797, + 0.03724302351474762, + 0.19199202954769135, + 0.08454219996929169 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.00673524197191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605910062789917 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605910062789917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605910062789917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10543302446603775, + 0.05879877880215645, + 0.062471091747283936, + 0.10774582624435425, + 0.238961860537529, + 0.10806305706501007, + 0.07277528941631317, + 0.08190272003412247, + 0.09041042625904083, + 0.07343801110982895 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.01605910062789917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636326290667057 + ], + "opposite_logprob_tokens": [ + -3.6513633728027344 + ], + "logprob_reward": -0.02636326290667057, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636326290667057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16587725281715393, + 0.04149271175265312, + 0.030095966532826424, + 0.4183943271636963, + 0.04663609340786934, + 0.039565280079841614, + 0.03601715341210365, + 0.01734817773103714, + 0.17519058287143707, + 0.02938247285783291 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.02636326290667057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a surreal and photoreal confrontation within the booth of a classic American diner. On the left, an anthropomorphic burger, its head and torso formed by a smooth, sesame-studded brioche bun, leans forward aggressively. Two black olive slices act as wide, angry eyes, while a curved pickle slice opens its mouth, revealing layers of thick, grilled patty, crisp lettuce, and tomato slices. Its spindly French fry arms gesture wildly; one defiant, stiff French fry finger points directly at its companion, while another is raised angrily as a drop of melted cheddar cheese drips down its side. Opposite, an anthropomorphic pepperoni pizza slice, its pointy crust forming a head, evokes the same passion. Two glistening black olives half form its narrowed, angry eyes, while its body, covered in glistening oil and melted mozzarella cheese, leans back defiantly. It waved one breadstick arm dismissively, while the other remained poised, as if it had just decisively slapped the stained Formica tabletop. They sat on cracked cherry-red vinyl sofas, their chrome trim and glass condiment shakers gleaming in the cool, sterile glow of the restaurant's overhead fluorescent lights. Through the large windows behind them, the city's blurred nighttime neon signs cast soft, colorful highlights, bathing the tense and comically absurd scene in a dreamy, atmospheric glow.", + "seed": 9256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_4/index_5186_seed_9256_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05233249263837934, + "vlm_logprob": -0.05233249263837934, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05233249263837934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06289761513471603 + ], + "opposite_logprob_tokens": [ + -2.8128976821899414 + ], + "logprob_reward": -0.06289761513471603, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06289761513471603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3326336145401001, + 0.09728150069713593, + 0.12058848887681961, + 0.022449549287557602, + 0.0901588499546051, + 0.07952584326267242, + 0.02149803563952446, + 0.030637431889772415, + 0.0630098506808281, + 0.14221683144569397 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.06289761513471603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265178624540567 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265178624540567, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265178624540567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30541637539863586, + 0.13981549441814423, + 0.15320496261119843, + 0.03305746242403984, + 0.06834038347005844, + 0.07932215183973312, + 0.029092423617839813, + 0.042003653943538666, + 0.040276188403367996, + 0.10947088152170181 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005265178624540567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31701385974884033, + 0.09742309898138046, + 0.10886586457490921, + 0.06630504876375198, + 0.07090470939874649, + 0.05905959755182266, + 0.08937609195709229, + 0.05128014087677002, + 0.050439219921827316, + 0.08933241665363312 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012533823028206825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571446046233177 + ], + "opposite_logprob_tokens": [ + -3.89557147026062 + ], + "logprob_reward": -0.020571446046233177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571446046233177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29438135027885437, + 0.19796258211135864, + 0.10062137246131897, + 0.06867925077676773, + 0.0538581982254982, + 0.0359133780002594, + 0.04894260689616203, + 0.03814496845006943, + 0.04248584061861038, + 0.11901043355464935 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.020571446046233177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the booth of a classic American diner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an anthropomorphic burger on the left with a sesame-studded brioche bun head and torso?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an anthropomorphic pepperoni pizza slice on the right with a pointy crust head and mozzarella cheese body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters sitting on cracked cherry-red vinyl sofas with chrome trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting cool and sterile from overhead fluorescent lights with blurred nighttime neon signs visible through the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039440035820007 + ], + "opposite_logprob_tokens": [ + -1.9103944301605225 + ], + "logprob_reward": -0.16039440035820007, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039440035820007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32685422897338867, + 0.05585535243153572, + 0.1090865433216095, + 0.048450447618961334, + 0.17206041514873505, + 0.0644284188747406, + 0.01978287100791931, + 0.03953256830573082, + 0.032436974346637726, + 0.13151219487190247 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.16039440035820007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_tensor([4265, 4265])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_tensor([4265, 4265])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3afa142a22c138e44d18b0c514836fc9e8ffa02d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_tensor([4265, 4265])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "violently jarring low-angle close-up plunges the viewer into a nightmarish biomechanical landscape, a fusion of bone and metal, framed by a structure resembling a vast ribcage interwoven with dark, weeping pipes. At the center of the frame, a large, ribbed orifice, its texture a grotesque amalgamation of porous bone and pitted, corroded steel, pulsing and contracting organically. From this opening, a viscous, gray, cleansing clay erupts, not in a fluid stream but in a thick, undulating, relentless surge that seems to push against the air. As the viscous substance is expelled spasmodically, it churns and bubbles into a grotesque, living foam, its bubbles swelling to unnatural sizes before bursting with dampness, all the while catching the dim, directional light with an oily, iridescent sheen. The entire scene is rendered in the dark, skeletal aesthetic of H.R. Giger, defined by a stark, monochromatic palette of charcoal and cold metal. A single, harsh light source from above carves out shimmering highlights and deep, cavernous shadows, creating an oppressive and claustrophobic atmosphere of pure visceral terror. The camera continues to shake violently, as if shaken by the vibrations of this horrific birth.", + "seed": 16040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_4265_seed_16040_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34787774896249174, + "vlm_logprob": -0.34787774896249174, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.34787774896249174, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012414796277880669 + ], + "opposite_logprob_tokens": [ + -4.512414932250977 + ], + "logprob_reward": -0.012414796277880669, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012414796277880669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06760008633136749, + 0.0431876964867115, + 0.029416531324386597, + 0.03339213877916336, + 0.12781232595443726, + 0.0596788227558136, + 0.06013801693916321, + 0.5340898036956787, + 0.014349855482578278, + 0.03033469244837761 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.012414796277880669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036309524439275265 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036309524439275265, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036309524439275265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09742777049541473, + 0.043195586651563644, + 0.043030623346567154, + 0.027825120836496353, + 0.04076366499066353, + 0.03513404726982117, + 0.052413973957300186, + 0.623212456703186, + 0.014685404486954212, + 0.022311381995677948 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0036309524439275265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295619606971741 + ], + "opposite_logprob_tokens": [ + -2.2379562854766846 + ], + "logprob_reward": -0.11295619606971741, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295619606971741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06898852437734604, + 0.017330227419734, + 0.016893217340111732, + 0.015416578389704227, + 0.04535743594169617, + 0.04808073118329048, + 0.04545209929347038, + 0.6951667070388794, + 0.017728473991155624, + 0.029586071148514748 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.11295619606971741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803246706724167 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803246706724167, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803246706724167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2622855007648468, + 0.02774176560342312, + 0.050002966076135635, + 0.06245510280132294, + 0.04202507808804512, + 0.06355571001768112, + 0.08740335702896118, + 0.30202236771583557, + 0.06309592723846436, + 0.039412155747413635 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.009803246706724167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600583553314209 + ], + "opposite_logprob_tokens": [ + -0.2255835086107254 + ], + "logprob_reward": -1.600583553314209, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600583553314209, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17459554970264435, + 0.06068316102027893, + 0.06507909297943115, + 0.0252216923981905, + 0.08569350093603134, + 0.14144913852214813, + 0.13593590259552002, + 0.22179263830184937, + 0.04292512685060501, + 0.04662417992949486 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -1.600583553314209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "violently jarring low-angle close-up plunges the viewer into a nightmarish biomechanical landscape, a fusion of bone and metal, framed by a structure resembling a vast ribcage interwoven with dark, weeping pipes. At the center of the frame, a large, ribbed orifice, its texture a grotesque amalgamation of porous bone and pitted, corroded steel, pulsing and contracting organically. From this opening, a viscous, gray, cleansing clay erupts, not in a fluid stream but in a thick, undulating, relentless surge that seems to push against the air. As the viscous substance is expelled spasmodically, it churns and bubbles into a grotesque, living foam, its bubbles swelling to unnatural sizes before bursting with dampness, all the while catching the dim, directional light with an oily, iridescent sheen. The entire scene is rendered in the dark, skeletal aesthetic of H.R. Giger, defined by a stark, monochromatic palette of charcoal and cold metal. A single, harsh light source from above carves out shimmering highlights and deep, cavernous shadows, creating an oppressive and claustrophobic atmosphere of pure visceral terror. The camera continues to shake violently, as if shaken by the vibrations of this horrific birth.", + "seed": 16041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_4265_seed_16041_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3019952442031354, + "vlm_logprob": -0.3019952442031354, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.3019952442031354, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021763896569609642 + ], + "opposite_logprob_tokens": [ + -3.896763801574707 + ], + "logprob_reward": -0.021763896569609642, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021763896569609642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3380308747291565, + 0.024525603279471397, + 0.035188451409339905, + 0.14635226130485535, + 0.07256358861923218, + 0.0620838962495327, + 0.031506963074207306, + 0.05116009712219238, + 0.18802358210086823, + 0.0505647175014019 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.021763896569609642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003207778325304389 + ], + "opposite_logprob_tokens": [ + -5.753207683563232 + ], + "logprob_reward": -0.003207778325304389, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003207778325304389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37741702795028687, + 0.045146264135837555, + 0.014847303740680218, + 0.05382635071873665, + 0.03528657555580139, + 0.021620534360408783, + 0.014657571911811829, + 0.2533353567123413, + 0.13682210445404053, + 0.04704089090228081 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.003207778325304389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003404200077057 + ], + "opposite_logprob_tokens": [ + -2.6950340270996094 + ], + "logprob_reward": -0.07003404200077057, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003404200077057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31544727087020874, + 0.019395582377910614, + 0.03305848687887192, + 0.05193672701716423, + 0.03047449141740799, + 0.10571710765361786, + 0.04833955690264702, + 0.23325857520103455, + 0.13314183056354523, + 0.029230395331978798 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.07003404200077057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655177429318428 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.008655177429318428, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655177429318428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5109131932258606, + 0.09352002292871475, + 0.05407971143722534, + 0.01867973990738392, + 0.018964439630508423, + 0.03725053742527962, + 0.03940442204475403, + 0.07295158505439758, + 0.10031423717737198, + 0.05392218753695488 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008655177429318428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063153266906738 + ], + "opposite_logprob_tokens": [ + -0.28131532669067383 + ], + "logprob_reward": -1.4063153266906738, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063153266906738, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7716349959373474, + 0.031000830233097076, + 0.028179358690977097, + 0.02177523262798786, + 0.026588158681988716, + 0.06932958215475082, + 0.006262517999857664, + 0.006496738642454147, + 0.01850196346640587, + 0.02023058570921421 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.4063153266906738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "violently jarring low-angle close-up plunges the viewer into a nightmarish biomechanical landscape, a fusion of bone and metal, framed by a structure resembling a vast ribcage interwoven with dark, weeping pipes. At the center of the frame, a large, ribbed orifice, its texture a grotesque amalgamation of porous bone and pitted, corroded steel, pulsing and contracting organically. From this opening, a viscous, gray, cleansing clay erupts, not in a fluid stream but in a thick, undulating, relentless surge that seems to push against the air. As the viscous substance is expelled spasmodically, it churns and bubbles into a grotesque, living foam, its bubbles swelling to unnatural sizes before bursting with dampness, all the while catching the dim, directional light with an oily, iridescent sheen. The entire scene is rendered in the dark, skeletal aesthetic of H.R. Giger, defined by a stark, monochromatic palette of charcoal and cold metal. A single, harsh light source from above carves out shimmering highlights and deep, cavernous shadows, creating an oppressive and claustrophobic atmosphere of pure visceral terror. The camera continues to shake violently, as if shaken by the vibrations of this horrific birth.", + "seed": 16042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_4265_seed_16042_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.280589592596516, + "vlm_logprob": -0.280589592596516, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.280589592596516, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0061712185852229595 + ], + "opposite_logprob_tokens": [ + -5.256171226501465 + ], + "logprob_reward": -0.0061712185852229595, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0061712185852229595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10042323172092438, + 0.07155764102935791, + 0.06857270002365112, + 0.07029709964990616, + 0.1838846057653427, + 0.05875813588500023, + 0.11426106840372086, + 0.07507525384426117, + 0.15377674996852875, + 0.10339348763227463 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.0061712185852229595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022094857413321733 + ], + "opposite_logprob_tokens": [ + -6.127209663391113 + ], + "logprob_reward": -0.0022094857413321733, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022094857413321733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09025690704584122, + 0.09749852120876312, + 0.059835467487573624, + 0.05315679684281349, + 0.13385717570781708, + 0.054289452731609344, + 0.1250961869955063, + 0.08148007094860077, + 0.20993803441524506, + 0.09459143877029419 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.0022094857413321733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003815472126007 + ], + "opposite_logprob_tokens": [ + -2.695038080215454 + ], + "logprob_reward": -0.07003815472126007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003815472126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08136652410030365, + 0.04559481516480446, + 0.04554664343595505, + 0.03746327757835388, + 0.14814692735671997, + 0.021116962656378746, + 0.11966085433959961, + 0.1328558623790741, + 0.24636031687259674, + 0.12188789993524551 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.07003815472126007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098556220531464 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098556220531464, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098556220531464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16057835519313812, + 0.04834287241101265, + 0.11267919838428497, + 0.08840926736593246, + 0.05683038756251335, + 0.1270226091146469, + 0.08282547444105148, + 0.04058833792805672, + 0.2175097018480301, + 0.06521376967430115 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.011098556220531464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134305477142334 + ], + "opposite_logprob_tokens": [ + -0.313430517911911 + ], + "logprob_reward": -1.3134305477142334, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134305477142334, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1832462102174759, + 0.09035278111696243, + 0.0424036867916584, + 0.031045828014612198, + 0.10049207508563995, + 0.01958657242357731, + 0.06746061146259308, + 0.2795262038707733, + 0.09457705914974213, + 0.09130902588367462 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -1.3134305477142334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "violently jarring low-angle close-up plunges the viewer into a nightmarish biomechanical landscape, a fusion of bone and metal, framed by a structure resembling a vast ribcage interwoven with dark, weeping pipes. At the center of the frame, a large, ribbed orifice, its texture a grotesque amalgamation of porous bone and pitted, corroded steel, pulsing and contracting organically. From this opening, a viscous, gray, cleansing clay erupts, not in a fluid stream but in a thick, undulating, relentless surge that seems to push against the air. As the viscous substance is expelled spasmodically, it churns and bubbles into a grotesque, living foam, its bubbles swelling to unnatural sizes before bursting with dampness, all the while catching the dim, directional light with an oily, iridescent sheen. The entire scene is rendered in the dark, skeletal aesthetic of H.R. Giger, defined by a stark, monochromatic palette of charcoal and cold metal. A single, harsh light source from above carves out shimmering highlights and deep, cavernous shadows, creating an oppressive and claustrophobic atmosphere of pure visceral terror. The camera continues to shake violently, as if shaken by the vibrations of this horrific birth.", + "seed": 16043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_5/index_4265_seed_16043_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34626430582720785, + "vlm_logprob": -0.34626430582720785, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.34626430582720785, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004003605805337429 + ], + "opposite_logprob_tokens": [ + -5.754003524780273 + ], + "logprob_reward": -0.004003605805337429, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004003605805337429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17256809771060944, + 0.08222895860671997, + 0.05018605664372444, + 0.1153889149427414, + 0.1255243867635727, + 0.14927507936954498, + 0.09247685968875885, + 0.07414425164461136, + 0.0775526911020279, + 0.06065468117594719 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004003605805337429 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001053731539286673 + ], + "opposite_logprob_tokens": [ + -6.876053810119629 + ], + "logprob_reward": -0.001053731539286673, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001053731539286673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17393650114536285, + 0.058607906103134155, + 0.08753882348537445, + 0.11191873997449875, + 0.09012611210346222, + 0.11569744348526001, + 0.04407377913594246, + 0.09950468689203262, + 0.08993890136480331, + 0.12865716218948364 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.001053731539286673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470944464206696, + 0.030315442010760307, + 0.06145298853516579, + 0.07322131097316742, + 0.17434218525886536, + 0.075682133436203, + 0.05507313832640648, + 0.19566160440444946, + 0.06369194388389587, + 0.08584979176521301 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.01607270911335945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654231205582619 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654231205582619, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654231205582619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18538792431354523, + 0.05908762291073799, + 0.08041510730981827, + 0.15270499885082245, + 0.13112272322177887, + 0.07032801955938339, + 0.04319832846522331, + 0.08369867503643036, + 0.05657874047756195, + 0.13747787475585938 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008654231205582619 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a biomechanical landscape featuring a fusion of bone and metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a large, ribbed orifice at the center of the frame with a texture of porous bone and corroded steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thick, gray, viscous clay erupt from the orifice in an undulating surge that churns into living foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a monochromatic palette of charcoal and cold metal with an oily, iridescent sheen on the foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015372514724731 + ], + "opposite_logprob_tokens": [ + -0.20153729617595673 + ], + "logprob_reward": -1.7015372514724731, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015372514724731, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11966028064489365, + 0.0704045221209526, + 0.04276200011372566, + 0.10583174973726273, + 0.053981997072696686, + 0.14199422299861908, + 0.05706160515546799, + 0.06985347718000412, + 0.1725328415632248, + 0.165917307138443 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -1.7015372514724731 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_tensor([1434, 1434])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_tensor([1434, 1434])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..82ede6b41e8265aa39bb7f65a5066bcb17687be9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_tensor([1434, 1434])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro lens begins, then slowly and steadily pulls back, capturing the dynamics of countless mosaic tile fragments, shimmering with an inherent warmth. Composed primarily of ceramic with subtle brushstroke textures and translucent stained glass, these fragments display hues of soft cream, warm ochre, sky-like pale blue, and forest-like emerald green, each possessing imperfect, hand-cut edges. Against a deep, blurred background, they seem pulled by an invisible force, gracefully floating and swirling through the air, gently colliding with one another. Each contact releases a fleeting burst of golden dust accompanied by a crisp, melodious tinkling sound. As the camera continues to zoom out, the fragments begin to assemble in an orderly fashion, like pieces of a living puzzle, quickly and precisely finding their place, fitting seamlessly into place, and gradually piecing together a vast, fantastical mural. Eventually, the image stabilized, revealing the mural in its entirety – depicting floating islands, winding rivers, and strange yet friendly forest creatures. The entire work is imbued with the distinctive hand-painted texture of Studio Ghibli, with rich and soft colors, and delicate light and shadow, creating an atmosphere that is dreamy, tranquil, and full of the miracle of life, like a vivid original animation painting from the hands of a master.", + "seed": 11437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_1434_seed_11437_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08693096600472927, + "vlm_logprob": -0.08693096600472927, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08693096600472927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12909477949142456 + ], + "opposite_logprob_tokens": [ + -2.1290948390960693 + ], + "logprob_reward": -0.12909477949142456, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12909477949142456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2983734607696533, + 0.10591349005699158, + 0.08445603400468826, + 0.07564015686511993, + 0.05252055078744888, + 0.07446398586034775, + 0.1218421459197998, + 0.04314185306429863, + 0.0735003873705864, + 0.07014789432287216 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.12909477949142456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570081278681755 + ], + "opposite_logprob_tokens": [ + -4.387569904327393 + ], + "logprob_reward": -0.012570081278681755, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570081278681755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4125364124774933, + 0.0684470608830452, + 0.046728309243917465, + 0.03067002259194851, + 0.018138043582439423, + 0.13016465306282043, + 0.06906265765428543, + 0.026359526440501213, + 0.1321975737810135, + 0.06569571048021317 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.012570081278681755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521171271800995 + ], + "opposite_logprob_tokens": [ + -1.5021171569824219 + ], + "logprob_reward": -0.2521171271800995, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521171271800995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19069834053516388, + 0.07964007556438446, + 0.05833008885383606, + 0.08301534503698349, + 0.11836834996938705, + 0.11407376825809479, + 0.15960288047790527, + 0.02345774881541729, + 0.09477710723876953, + 0.07803631573915482 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.2521171271800995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17288553714752197, + 0.056978411972522736, + 0.07811399549245834, + 0.07108449935913086, + 0.08777665346860886, + 0.16960389912128448, + 0.14952315390110016, + 0.0726664587855339, + 0.08967582136392593, + 0.05169154703617096 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1667742282152176, + 0.031916432082653046, + 0.029298720881342888, + 0.017807669937610626, + 0.039509136229753494, + 0.15705403685569763, + 0.2099231779575348, + 0.04889755696058273, + 0.15893816947937012, + 0.13988086581230164 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02979751117527485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro lens begins, then slowly and steadily pulls back, capturing the dynamics of countless mosaic tile fragments, shimmering with an inherent warmth. Composed primarily of ceramic with subtle brushstroke textures and translucent stained glass, these fragments display hues of soft cream, warm ochre, sky-like pale blue, and forest-like emerald green, each possessing imperfect, hand-cut edges. Against a deep, blurred background, they seem pulled by an invisible force, gracefully floating and swirling through the air, gently colliding with one another. Each contact releases a fleeting burst of golden dust accompanied by a crisp, melodious tinkling sound. As the camera continues to zoom out, the fragments begin to assemble in an orderly fashion, like pieces of a living puzzle, quickly and precisely finding their place, fitting seamlessly into place, and gradually piecing together a vast, fantastical mural. Eventually, the image stabilized, revealing the mural in its entirety – depicting floating islands, winding rivers, and strange yet friendly forest creatures. The entire work is imbued with the distinctive hand-painted texture of Studio Ghibli, with rich and soft colors, and delicate light and shadow, creating an atmosphere that is dreamy, tranquil, and full of the miracle of life, like a vivid original animation painting from the hands of a master.", + "seed": 11438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_1434_seed_11438_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015970689430832862, + "vlm_logprob": -0.015970689430832862, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.015970689430832862, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02138858661055565 + ], + "opposite_logprob_tokens": [ + -3.896388530731201 + ], + "logprob_reward": -0.02138858661055565, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02138858661055565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09012489020824432, + 0.18038682639598846, + 0.09875821322202682, + 0.03819801285862923, + 0.0768733099102974, + 0.18213368952274323, + 0.10536104440689087, + 0.02381063625216484, + 0.02351517416536808, + 0.1808382272720337 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.02138858661055565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803364053368568 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803364053368568, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803364053368568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08505905419588089, + 0.1589135229587555, + 0.11317739635705948, + 0.07170451432466507, + 0.07119163125753403, + 0.16822399199008942, + 0.0803757756948471, + 0.044863227754831314, + 0.018908239901065826, + 0.18758262693881989 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.009803364053368568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05633150413632393, + 0.12998782098293304, + 0.041819047182798386, + 0.05648000165820122, + 0.0494154691696167, + 0.06830038130283356, + 0.06283873319625854, + 0.040086835622787476, + 0.20473583042621613, + 0.2900044322013855 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.026348400861024857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775741025805473 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775741025805473, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775741025805473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028747841715812683, + 0.07439383864402771, + 0.07968349754810333, + 0.03256458044052124, + 0.05266758054494858, + 0.12199924886226654, + 0.08678232133388519, + 0.020749559625983238, + 0.01718735881149769, + 0.48522424697875977 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.009775741025805473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06200355663895607, + 0.05088663846254349, + 0.04752178490161896, + 0.02907990850508213, + 0.08925825357437134, + 0.06290407478809357, + 0.13261233270168304, + 0.03174395114183426, + 0.13343635201454163, + 0.3605530560016632 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.012537354603409767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro lens begins, then slowly and steadily pulls back, capturing the dynamics of countless mosaic tile fragments, shimmering with an inherent warmth. Composed primarily of ceramic with subtle brushstroke textures and translucent stained glass, these fragments display hues of soft cream, warm ochre, sky-like pale blue, and forest-like emerald green, each possessing imperfect, hand-cut edges. Against a deep, blurred background, they seem pulled by an invisible force, gracefully floating and swirling through the air, gently colliding with one another. Each contact releases a fleeting burst of golden dust accompanied by a crisp, melodious tinkling sound. As the camera continues to zoom out, the fragments begin to assemble in an orderly fashion, like pieces of a living puzzle, quickly and precisely finding their place, fitting seamlessly into place, and gradually piecing together a vast, fantastical mural. Eventually, the image stabilized, revealing the mural in its entirety – depicting floating islands, winding rivers, and strange yet friendly forest creatures. The entire work is imbued with the distinctive hand-painted texture of Studio Ghibli, with rich and soft colors, and delicate light and shadow, creating an atmosphere that is dreamy, tranquil, and full of the miracle of life, like a vivid original animation painting from the hands of a master.", + "seed": 11439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_1434_seed_11439_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07443372905254364, + "vlm_logprob": -0.07443372905254364, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.07443372905254364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05013355612754822 + ], + "opposite_logprob_tokens": [ + -3.050133466720581 + ], + "logprob_reward": -0.05013355612754822, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05013355612754822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.109548419713974, + 0.05026718229055405, + 0.15330840647220612, + 0.16194912791252136, + 0.11485664546489716, + 0.13442763686180115, + 0.024273723363876343, + 0.044368401169776917, + 0.05931692570447922, + 0.14768356084823608 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.05013355612754822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182094294577837 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.0182094294577837, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0182094294577837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864272505044937, + 0.04421652853488922, + 0.18349279463291168, + 0.060660168528556824, + 0.04864516854286194, + 0.0832364484667778, + 0.044807564467191696, + 0.13141536712646484, + 0.04103434085845947, + 0.1760644167661667 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0182094294577837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015679031610489 + ], + "opposite_logprob_tokens": [ + -1.7015678882598877 + ], + "logprob_reward": -0.2015679031610489, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015679031610489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051997777074575424, + 0.04000944271683693, + 0.30614614486694336, + 0.09183626621961594, + 0.10944503545761108, + 0.06557834893465042, + 0.033904194831848145, + 0.07582378387451172, + 0.022989844903349876, + 0.20226918160915375 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.2015679031610489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279106244444847 + ], + "opposite_logprob_tokens": [ + -3.7732791900634766 + ], + "logprob_reward": -0.023279106244444847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279106244444847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2845233976840973, + 0.034320998936891556, + 0.13289856910705566, + 0.1392880231142044, + 0.10151435434818268, + 0.055506832897663116, + 0.03674323111772537, + 0.030944548547267914, + 0.022130494937300682, + 0.16212955117225647 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.023279106244444847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897865027189255 + ], + "opposite_logprob_tokens": [ + -2.5789785385131836 + ], + "logprob_reward": -0.07897865027189255, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897865027189255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07526300847530365, + 0.016624268144369125, + 0.25244835019111633, + 0.05766453593969345, + 0.09268180280923843, + 0.09994348883628845, + 0.02547103352844715, + 0.10541319102048874, + 0.02285488322377205, + 0.25163549184799194 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.07897865027189255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro lens begins, then slowly and steadily pulls back, capturing the dynamics of countless mosaic tile fragments, shimmering with an inherent warmth. Composed primarily of ceramic with subtle brushstroke textures and translucent stained glass, these fragments display hues of soft cream, warm ochre, sky-like pale blue, and forest-like emerald green, each possessing imperfect, hand-cut edges. Against a deep, blurred background, they seem pulled by an invisible force, gracefully floating and swirling through the air, gently colliding with one another. Each contact releases a fleeting burst of golden dust accompanied by a crisp, melodious tinkling sound. As the camera continues to zoom out, the fragments begin to assemble in an orderly fashion, like pieces of a living puzzle, quickly and precisely finding their place, fitting seamlessly into place, and gradually piecing together a vast, fantastical mural. Eventually, the image stabilized, revealing the mural in its entirety – depicting floating islands, winding rivers, and strange yet friendly forest creatures. The entire work is imbued with the distinctive hand-painted texture of Studio Ghibli, with rich and soft colors, and delicate light and shadow, creating an atmosphere that is dreamy, tranquil, and full of the miracle of life, like a vivid original animation painting from the hands of a master.", + "seed": 11440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_6/index_1434_seed_11440_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02110166195780039, + "vlm_logprob": -0.02110166195780039, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02110166195780039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027375325560569763 + ], + "opposite_logprob_tokens": [ + -3.6523752212524414 + ], + "logprob_reward": -0.027375325560569763, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027375325560569763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30781811475753784, + 0.10024221241474152, + 0.09322904795408249, + 0.060423679649829865, + 0.07085258513689041, + 0.10072468221187592, + 0.06473337113857269, + 0.11682838946580887, + 0.0496860146522522, + 0.0354619100689888 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.027375325560569763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215749688446522 + ], + "opposite_logprob_tokens": [ + -4.26421594619751 + ], + "logprob_reward": -0.014215749688446522, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215749688446522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15276244282722473, + 0.07240297645330429, + 0.06727921217679977, + 0.047449469566345215, + 0.04269319400191307, + 0.09326536953449249, + 0.06048140302300453, + 0.3053232431411743, + 0.062034640461206436, + 0.09630808979272842 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.014215749688446522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094662129879 + ], + "opposite_logprob_tokens": [ + -3.2880947589874268 + ], + "logprob_reward": -0.038094662129879, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094662129879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1900363713502884, + 0.0891251340508461, + 0.23351816833019257, + 0.09032121300697327, + 0.04059798642992973, + 0.07160062342882156, + 0.05866546928882599, + 0.05963849276304245, + 0.056193336844444275, + 0.11030322313308716 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.038094662129879 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247272551059723 + ], + "opposite_logprob_tokens": [ + -5.255247116088867 + ], + "logprob_reward": -0.005247272551059723, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247272551059723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07339228689670563, + 0.15188798308372498, + 0.049138229340314865, + 0.06755950301885605, + 0.04584900289773941, + 0.11376187205314636, + 0.18193872272968292, + 0.1402367502450943, + 0.07873266935348511, + 0.0975029394030571 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.005247272551059723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme macro lens view of mosaic tile fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fragments display hues of soft cream, warm ochre, pale blue, and emerald green with hand-cut edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fragments float and swirl through the air before assembling into an orderly mural?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back (zoom out) throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final assembled mural depict floating islands, winding rivers, and friendly forest creatures in a Studio Ghibli style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575299859046936 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575299859046936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575299859046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30291983485221863, + 0.04466165229678154, + 0.08167844265699387, + 0.029517823830246925, + 0.02308248169720173, + 0.06669363379478455, + 0.05092587694525719, + 0.201895073056221, + 0.1220446303486824, + 0.07658051699399948 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.020575299859046936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_tensor([9149, 9149])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_tensor([9149, 9149])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9e8993f914ac580c2487f8deb2ad4a33a53ed889 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_tensor([9149, 9149])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle, static shot captures a vibrant red plastic bottle cap, precariously balanced on its ridged rim. It rests on the textured surface of a dark, weathered wooden board. Warm late afternoon sunlight slants across the scene, casting a striking, dramatic light on the deep veins and tiny imperfections. The cap begins to tremble, a series of tiny, high-frequency vibrations that cause its long, twisted shadow to tremble nervously across the wood. Then, it begins a slow, agonizing struggle, teetering back and forth, cautiously trying to straighten itself, its smooth plastic form catching the golden light with each desperate lurch. After one last, prolonged lurch, its struggle against gravity fails; it collapses decisively, landing on its flat top with a soft, sharp click and finally resting in defeat, creating an atmosphere of quiet, focused, miniature, dramatic defeat.", + "seed": 30243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_9149_seed_30243_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02976871207356453, + "vlm_logprob": -0.02976871207356453, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02976871207356453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017794370651245117 + ], + "opposite_logprob_tokens": [ + -4.142794609069824 + ], + "logprob_reward": -0.017794370651245117, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017794370651245117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21652422845363617, + 0.24100878834724426, + 0.13813072443008423, + 0.05426044762134552, + 0.14777621626853943, + 0.04370386525988579, + 0.033377356827259064, + 0.09143346548080444, + 0.010703415609896183, + 0.023081567138433456 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.017794370651245117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307824373245239 + ], + "opposite_logprob_tokens": [ + -3.1680781841278076 + ], + "logprob_reward": -0.04307824373245239, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307824373245239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22681677341461182, + 0.17284220457077026, + 0.12844254076480865, + 0.07530397176742554, + 0.10966372489929199, + 0.11316103488206863, + 0.0417381152510643, + 0.06564774364233017, + 0.03417343646287918, + 0.03221042454242706 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04307824373245239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031983908265829086 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031983908265829086, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031983908265829086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20371240377426147, + 0.16146299242973328, + 0.05137206241488457, + 0.12593825161457062, + 0.04518521949648857, + 0.09680987149477005, + 0.06881123781204224, + 0.10145382583141327, + 0.0868372768163681, + 0.05841689184308052 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0031983908265829086 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971110075712204 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.054971110075712204, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971110075712204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12436648458242416, + 0.17549672722816467, + 0.07911833375692368, + 0.06839984655380249, + 0.09152516722679138, + 0.19844642281532288, + 0.08810235559940338, + 0.08864130079746246, + 0.05665772035717964, + 0.029245609417557716 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.054971110075712204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801445081830025 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801445081830025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801445081830025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10200294107198715, + 0.13384224474430084, + 0.06608109921216965, + 0.10378499329090118, + 0.13175547122955322, + 0.252208411693573, + 0.044884391129016876, + 0.11203601211309433, + 0.02420828305184841, + 0.029196107760071754 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.029801445081830025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a vibrant red plastic bottle cap, precariously balanced on its ridged rim. It rests on the textured surface of a dark, weathered wooden board. Warm late afternoon sunlight slants across the scene, casting a striking, dramatic light on the deep veins and tiny imperfections. The cap begins to tremble, a series of tiny, high-frequency vibrations that cause its long, twisted shadow to tremble nervously across the wood. Then, it begins a slow, agonizing struggle, teetering back and forth, cautiously trying to straighten itself, its smooth plastic form catching the golden light with each desperate lurch. After one last, prolonged lurch, its struggle against gravity fails; it collapses decisively, landing on its flat top with a soft, sharp click and finally resting in defeat, creating an atmosphere of quiet, focused, miniature, dramatic defeat.", + "seed": 30244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_9149_seed_30244_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03532546409405768, + "vlm_logprob": -0.03532546409405768, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03532546409405768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012808789499104023 + ], + "opposite_logprob_tokens": [ + -4.512808799743652 + ], + "logprob_reward": -0.012808789499104023, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012808789499104023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10983142256736755, + 0.09593982994556427, + 0.20801638066768646, + 0.08480385690927505, + 0.034278009086847305, + 0.02579079568386078, + 0.022702813148498535, + 0.3356952369213104, + 0.0469670295715332, + 0.03597460314631462 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.012808789499104023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900948822498322 + ], + "opposite_logprob_tokens": [ + -2.579009532928467 + ], + "logprob_reward": -0.07900948822498322, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900948822498322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08074939996004105, + 0.0620972216129303, + 0.12346265465021133, + 0.2537509500980377, + 0.04587242007255554, + 0.05005651339888573, + 0.05200333148241043, + 0.07256285846233368, + 0.23100005090236664, + 0.028444571420550346 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.07900948822498322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036251323763281107 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036251323763281107, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036251323763281107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049657922238111496, + 0.05487998574972153, + 0.06883443146944046, + 0.6030640006065369, + 0.02120736986398697, + 0.03868156671524048, + 0.04692837595939636, + 0.06926216185092926, + 0.029593337327241898, + 0.0178909283131361 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.0036251323763281107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308006912469864 + ], + "opposite_logprob_tokens": [ + -3.1680800914764404 + ], + "logprob_reward": -0.04308006912469864, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308006912469864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032133445143699646, + 0.028455620631575584, + 0.10541239380836487, + 0.05143143609166145, + 0.020410101860761642, + 0.016364000737667084, + 0.29885542392730713, + 0.08617684990167618, + 0.34534862637519836, + 0.015412161126732826 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.04308006912469864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810384124517441 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.03810384124517441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810384124517441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03196697682142258, + 0.02078920044004917, + 0.12000599503517151, + 0.07717622816562653, + 0.013390270061790943, + 0.017845986410975456, + 0.25311845541000366, + 0.17109142243862152, + 0.27277418971061707, + 0.021841272711753845 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.03810384124517441 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a vibrant red plastic bottle cap, precariously balanced on its ridged rim. It rests on the textured surface of a dark, weathered wooden board. Warm late afternoon sunlight slants across the scene, casting a striking, dramatic light on the deep veins and tiny imperfections. The cap begins to tremble, a series of tiny, high-frequency vibrations that cause its long, twisted shadow to tremble nervously across the wood. Then, it begins a slow, agonizing struggle, teetering back and forth, cautiously trying to straighten itself, its smooth plastic form catching the golden light with each desperate lurch. After one last, prolonged lurch, its struggle against gravity fails; it collapses decisively, landing on its flat top with a soft, sharp click and finally resting in defeat, creating an atmosphere of quiet, focused, miniature, dramatic defeat.", + "seed": 30245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_9149_seed_30245_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0342555645853281, + "vlm_logprob": -0.0342555645853281, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.0342555645853281, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010839392431080341 + ], + "opposite_logprob_tokens": [ + -5.010839462280273 + ], + "logprob_reward": -0.010839392431080341, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.010839392431080341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06223062798380852, + 0.02302650921046734, + 0.018470192328095436, + 0.0108558414503932, + 0.049590595066547394, + 0.5423866510391235, + 0.04496617242693901, + 0.1856732815504074, + 0.035569801926612854, + 0.027230367064476013 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.010839392431080341 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899065315723419 + ], + "opposite_logprob_tokens": [ + -2.5789906978607178 + ], + "logprob_reward": -0.07899065315723419, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899065315723419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05270242318511009, + 0.03637862578034401, + 0.026111368089914322, + 0.029076389968395233, + 0.039697881788015366, + 0.5722986459732056, + 0.1789352297782898, + 0.03270288556814194, + 0.016422994434833527, + 0.01567356288433075 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.07899065315723419 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197559155523777 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.003197559155523777, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197559155523777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10829637199640274, + 0.07831334322690964, + 0.0554811991751194, + 0.03524055331945419, + 0.08730389177799225, + 0.23686596751213074, + 0.08358956128358841, + 0.2663721740245819, + 0.027615416795015335, + 0.020921513438224792 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.003197559155523777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496377497911453 + ], + "opposite_logprob_tokens": [ + -2.9299638271331787 + ], + "logprob_reward": -0.05496377497911453, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496377497911453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12559941411018372, + 0.04787074401974678, + 0.03181862458586693, + 0.051334455609321594, + 0.03464414179325104, + 0.3385298550128937, + 0.11000677198171616, + 0.16668817400932312, + 0.05425658077001572, + 0.039251264184713364 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.05496377497911453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286443203687668 + ], + "opposite_logprob_tokens": [ + -3.7732863426208496 + ], + "logprob_reward": -0.023286443203687668, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286443203687668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09344815462827682, + 0.07319296896457672, + 0.06162212789058685, + 0.08054085075855255, + 0.04679202288389206, + 0.318020761013031, + 0.08497761189937592, + 0.06891410052776337, + 0.11486796289682388, + 0.05762341991066933 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.023286443203687668 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot captures a vibrant red plastic bottle cap, precariously balanced on its ridged rim. It rests on the textured surface of a dark, weathered wooden board. Warm late afternoon sunlight slants across the scene, casting a striking, dramatic light on the deep veins and tiny imperfections. The cap begins to tremble, a series of tiny, high-frequency vibrations that cause its long, twisted shadow to tremble nervously across the wood. Then, it begins a slow, agonizing struggle, teetering back and forth, cautiously trying to straighten itself, its smooth plastic form catching the golden light with each desperate lurch. After one last, prolonged lurch, its struggle against gravity fails; it collapses decisively, landing on its flat top with a soft, sharp click and finally resting in defeat, creating an atmosphere of quiet, focused, miniature, dramatic defeat.", + "seed": 30246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_7/index_9149_seed_30246_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05793957244604826, + "vlm_logprob": -0.05793957244604826, + "vlm_yes_no_margin": 3.7499999523162844, + "vlm_token_credit": -0.05793957244604826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014277449809014797 + ], + "opposite_logprob_tokens": [ + -4.514277458190918 + ], + "logprob_reward": -0.014277449809014797, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.014277449809014797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10652463138103485, + 0.10449279844760895, + 0.05297788605093956, + 0.08858855813741684, + 0.03696293756365776, + 0.0299884881824255, + 0.020939085632562637, + 0.11696898937225342, + 0.04938817769289017, + 0.39316847920417786 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.014277449809014797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561414539813995 + ], + "opposite_logprob_tokens": [ + -1.6006141901016235 + ], + "logprob_reward": -0.22561414539813995, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561414539813995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10971865803003311, + 0.05260155722498894, + 0.040708672255277634, + 0.0864659994840622, + 0.02685784548521042, + 0.06794710457324982, + 0.03722924739122391, + 0.07615881413221359, + 0.14191527664661407, + 0.3603968620300293 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.22561414539813995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262451246380806 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.005262451246380806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262451246380806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1338975727558136, + 0.17668209969997406, + 0.057829223573207855, + 0.07744152098894119, + 0.11026541888713837, + 0.06766726076602936, + 0.020722735673189163, + 0.046834107488393784, + 0.09070486575365067, + 0.21795524656772614 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005262451246380806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358501985669136 + ], + "opposite_logprob_tokens": [ + -3.6513586044311523 + ], + "logprob_reward": -0.026358501985669136, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358501985669136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09925206005573273, + 0.034700218588113785, + 0.026582947000861168, + 0.10830290615558624, + 0.0339047908782959, + 0.03708716854453087, + 0.034202586859464645, + 0.06126458942890167, + 0.2427547574043274, + 0.32194799184799194 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.026358501985669136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red plastic bottle cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and remains static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cap rest on the ridged rim of a dark, weathered wooden board with warm late afternoon sunlight casting dramatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cap exhibit a sequence of high-frequency trembling vibrations followed by a slow, teetering struggle against gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cap eventually collapse decisively onto its flat top, landing with a sharp click and coming to rest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185313791036606 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185313791036606, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185313791036606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0927547961473465, + 0.04672018811106682, + 0.053667206317186356, + 0.05820658430457115, + 0.03303789719939232, + 0.042629700154066086, + 0.027324317023158073, + 0.0866200253367424, + 0.17739422619342804, + 0.3816450536251068 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.018185313791036606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_tensor([159, 159])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_tensor([159, 159])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..791c4d8491570a452333539db540a96134f0a864 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_tensor([159, 159])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures a pair of hands meticulously arranging a collection of vintage hardcover books. These hands, belonging to a person wearing the sleeves of a cozy forest green knit sweater, hold a thick hardcover bound in worn crimson leather. The book's spine features a faint, faded gilt pattern, and the pages are a warm, decked ivory. With steady, deliberate precision, the hands guide the book onto a dark, polished mahogany bookshelf already crowded with similar antique volumes. The camera follows the person as they gently and carefully slide the crimson book into the perfectly sized, narrow gap between the aquamarine and dark brown volumes. The book slides smoothly into place until its spine aligns perfectly with the neighboring books, a movement that conveys a deep sense of satisfaction and order. The scene is bathed in the warm, soft glow of an unseen lamp, which casts gentle highlights across the richly textured leather spines and the rich grain of the wood, creating deep, soft shadows. The overall atmosphere is one of tranquil focus and quiet reverence, a peaceful moment dedicated to the love of literature.", + "seed": 7232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_159_seed_7232_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015472713438794018, + "vlm_logprob": -0.015472713438794018, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.015472713438794018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008070596493780613 + ], + "opposite_logprob_tokens": [ + -5.008070468902588 + ], + "logprob_reward": -0.008070596493780613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008070596493780613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20024840533733368, + 0.0972122848033905, + 0.04397636651992798, + 0.10735619813203812, + 0.06242239102721214, + 0.04446839913725853, + 0.041312240064144135, + 0.06124529615044594, + 0.06778691709041595, + 0.2739715576171875 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.008070596493780613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204584993422031 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204584993422031, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204584993422031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10027510672807693, + 0.07491850852966309, + 0.0911073312163353, + 0.23862257599830627, + 0.03885616734623909, + 0.021332090720534325, + 0.04055102542042732, + 0.07888589799404144, + 0.09994566440582275, + 0.21550559997558594 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.014204584993422031 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661816865205765 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.048661816865205765, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661816865205765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314253956079483, + 0.042637307196855545, + 0.04079516977071762, + 0.04447317495942116, + 0.16073529422283173, + 0.06191588565707207, + 0.0946054682135582, + 0.05699068307876587, + 0.10209498554468155, + 0.26432666182518005 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.048661816865205765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816283842548728 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816283842548728, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816283842548728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07732930779457092, + 0.029852421954274178, + 0.02696853317320347, + 0.028310120105743408, + 0.02651146613061428, + 0.0460885725915432, + 0.021815100684762, + 0.1439918428659439, + 0.10617566108703613, + 0.4929569959640503 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.002816283842548728 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003610284999012947 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.003610284999012947, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003610284999012947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21883533895015717, + 0.09669438749551773, + 0.05884809046983719, + 0.05450883507728577, + 0.05804240703582764, + 0.0786248967051506, + 0.047513604164123535, + 0.06776097416877747, + 0.14427506923675537, + 0.17489638924598694 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003610284999012947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a pair of hands meticulously arranging a collection of vintage hardcover books. These hands, belonging to a person wearing the sleeves of a cozy forest green knit sweater, hold a thick hardcover bound in worn crimson leather. The book's spine features a faint, faded gilt pattern, and the pages are a warm, decked ivory. With steady, deliberate precision, the hands guide the book onto a dark, polished mahogany bookshelf already crowded with similar antique volumes. The camera follows the person as they gently and carefully slide the crimson book into the perfectly sized, narrow gap between the aquamarine and dark brown volumes. The book slides smoothly into place until its spine aligns perfectly with the neighboring books, a movement that conveys a deep sense of satisfaction and order. The scene is bathed in the warm, soft glow of an unseen lamp, which casts gentle highlights across the richly textured leather spines and the rich grain of the wood, creating deep, soft shadows. The overall atmosphere is one of tranquil focus and quiet reverence, a peaceful moment dedicated to the love of literature.", + "seed": 7233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_159_seed_7233_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016277932794764638, + "vlm_logprob": -0.016277932794764638, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.016277932794764638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009352325461804867 + ], + "opposite_logprob_tokens": [ + -4.759352207183838 + ], + "logprob_reward": -0.009352325461804867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009352325461804867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035535115748643875, + 0.07426875829696655, + 0.3016672730445862, + 0.08102165907621384, + 0.15691648423671722, + 0.11671056598424911, + 0.03819374367594719, + 0.08621028065681458, + 0.06263940781354904, + 0.04683675244450569 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.009352325461804867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05162620171904564, + 0.026470011100172997, + 0.24264806509017944, + 0.12931865453720093, + 0.12271364778280258, + 0.06156748905777931, + 0.1331416666507721, + 0.12916745245456696, + 0.0692659318447113, + 0.03408084809780121 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056991200894117355, + 0.051610250025987625, + 0.5078877210617065, + 0.08213422447443008, + 0.08285567164421082, + 0.05304346978664398, + 0.03823193535208702, + 0.057420942932367325, + 0.0403163842856884, + 0.029508234933018684 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.05495869740843773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611591411754489 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.003611591411754489, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611591411754489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03821757808327675, + 0.03514723852276802, + 0.6021276116371155, + 0.03368816897273064, + 0.11680970340967178, + 0.02958938665688038, + 0.03444363549351692, + 0.0292197372764349, + 0.033347491174936295, + 0.04740950092673302 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.003611591411754489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729202810674906 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.006729202810674906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729202810674906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04786856099963188, + 0.025616973638534546, + 0.6189402937889099, + 0.10703501105308533, + 0.05714293196797371, + 0.015010949224233627, + 0.015208435244858265, + 0.038879744708538055, + 0.03185777738690376, + 0.04243925213813782 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.006729202810674906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a pair of hands meticulously arranging a collection of vintage hardcover books. These hands, belonging to a person wearing the sleeves of a cozy forest green knit sweater, hold a thick hardcover bound in worn crimson leather. The book's spine features a faint, faded gilt pattern, and the pages are a warm, decked ivory. With steady, deliberate precision, the hands guide the book onto a dark, polished mahogany bookshelf already crowded with similar antique volumes. The camera follows the person as they gently and carefully slide the crimson book into the perfectly sized, narrow gap between the aquamarine and dark brown volumes. The book slides smoothly into place until its spine aligns perfectly with the neighboring books, a movement that conveys a deep sense of satisfaction and order. The scene is bathed in the warm, soft glow of an unseen lamp, which casts gentle highlights across the richly textured leather spines and the rich grain of the wood, creating deep, soft shadows. The overall atmosphere is one of tranquil focus and quiet reverence, a peaceful moment dedicated to the love of literature.", + "seed": 7234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_159_seed_7234_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009133611992001533, + "vlm_logprob": -0.009133611992001533, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.009133611992001533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009198429994285107 + ], + "opposite_logprob_tokens": [ + -4.7591986656188965 + ], + "logprob_reward": -0.009198429994285107, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009198429994285107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06218056380748749, + 0.4831583499908447, + 0.053655870258808136, + 0.028356501832604408, + 0.04060838744044304, + 0.13412785530090332, + 0.02097373828291893, + 0.05411315709352493, + 0.05545239523053169, + 0.06737319380044937 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.009198429994285107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199061319231987 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199061319231987, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199061319231987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04777175560593605, + 0.4108043909072876, + 0.03541475906968117, + 0.07291335612535477, + 0.06267179548740387, + 0.04035896807909012, + 0.07428020983934402, + 0.16656494140625, + 0.06909811496734619, + 0.02012169361114502 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.014199061319231987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079221963882446 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079221963882446, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079221963882446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05981447175145149, + 0.6754003167152405, + 0.05293573811650276, + 0.021732639521360397, + 0.04266931861639023, + 0.02029929682612419, + 0.016202513128519058, + 0.059778228402137756, + 0.037895701825618744, + 0.013271809555590153 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.011079221963882446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023619160056114197, + 0.3709455728530884, + 0.014578462578356266, + 0.04634351655840874, + 0.08636920154094696, + 0.0789368748664856, + 0.02387724258005619, + 0.30596333742141724, + 0.029008161276578903, + 0.02035846933722496 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.005944548640400171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246798042207956 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246798042207956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246798042207956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15713682770729065, + 0.1629669964313507, + 0.06434459984302521, + 0.051961708813905716, + 0.16022583842277527, + 0.03512244299054146, + 0.03732559457421303, + 0.2479344755411148, + 0.030890289694070816, + 0.05209122598171234 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.005246798042207956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a pair of hands meticulously arranging a collection of vintage hardcover books. These hands, belonging to a person wearing the sleeves of a cozy forest green knit sweater, hold a thick hardcover bound in worn crimson leather. The book's spine features a faint, faded gilt pattern, and the pages are a warm, decked ivory. With steady, deliberate precision, the hands guide the book onto a dark, polished mahogany bookshelf already crowded with similar antique volumes. The camera follows the person as they gently and carefully slide the crimson book into the perfectly sized, narrow gap between the aquamarine and dark brown volumes. The book slides smoothly into place until its spine aligns perfectly with the neighboring books, a movement that conveys a deep sense of satisfaction and order. The scene is bathed in the warm, soft glow of an unseen lamp, which casts gentle highlights across the richly textured leather spines and the rich grain of the wood, creating deep, soft shadows. The overall atmosphere is one of tranquil focus and quiet reverence, a peaceful moment dedicated to the love of literature.", + "seed": 7235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_8/index_159_seed_7235_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020516047719866037, + "vlm_logprob": -0.020516047719866037, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.020516047719866037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01989727094769478 + ], + "opposite_logprob_tokens": [ + -4.0198974609375 + ], + "logprob_reward": -0.01989727094769478, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01989727094769478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13249726593494415, + 0.04795071482658386, + 0.08396507799625397, + 0.10324812680482864, + 0.04568973183631897, + 0.13772884011268616, + 0.15145793557167053, + 0.04441945254802704, + 0.10003643482923508, + 0.15300650894641876 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.01989727094769478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791914373636246 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791914373636246, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791914373636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400575339794159, + 0.1608537882566452, + 0.07811123132705688, + 0.09380166977643967, + 0.047899797558784485, + 0.06471599638462067, + 0.07537470012903214, + 0.19022345542907715, + 0.058462630957365036, + 0.09049921482801437 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.009791914373636246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206374615430832 + ], + "opposite_logprob_tokens": [ + -2.812063694000244 + ], + "logprob_reward": -0.06206374615430832, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206374615430832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08939061313867569, + 0.06852122396230698, + 0.10534954071044922, + 0.24114854633808136, + 0.10189516842365265, + 0.06840597093105316, + 0.030208444222807884, + 0.0790710300207138, + 0.11138388514518738, + 0.10462553054094315 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.06206374615430832 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094670061022043 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094670061022043, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094670061022043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06749939918518066, + 0.08656623214483261, + 0.10082832723855972, + 0.11532045900821686, + 0.038627587258815765, + 0.036798279732465744, + 0.10471117496490479, + 0.21258603036403656, + 0.0965711697936058, + 0.14049132168293 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.004094670061022043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands visible arranging vintage hardcover books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the person wearing a forest green knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the book being handled bound in worn crimson leather with a faded gilt pattern on the spine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera follow the hands as the book is slid into a narrow gap between aquamarine and dark brown volumes on a mahogany bookshelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm, soft light source casting gentle highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05516757443547249, + 0.052138928323984146, + 0.10592294484376907, + 0.04099276289343834, + 0.017214221879839897, + 0.011948294006288052, + 0.018730297684669495, + 0.049881987273693085, + 0.02832881361246109, + 0.6196741461753845 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0067326370626688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_tensor([3895, 3895])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_tensor([3895, 3895])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..80b47eea29bdce908cd38d781b91e3eb57a6faa0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_tensor([3895, 3895])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, sideways tracking shot, viewed from a slightly upward angle, follows a maglev train. Its streamlined body, gleaming with a pearly white metallic sheen, silently and smoothly hovers above the monorail track, maintaining a discernible gap of several centimeters from the concrete track below. At dusk, the train zips through a futuristic urban jungle at breakneck speed. The towering skyscrapers and intricate network of air transportation are stretched into horizontal, iridescent streaks and blurred outlines by the immense relative speed. The setting sun paints the sky a warm orange-gold glow, intertwined with the cool neon lights gradually illuminating the city, and the light reflects off the sleek exterior of the train in a fluid, shimmering pattern. Through the train's expansive, dark-toned panoramic windows, interior details are barely visible, reflecting only the fleeting light from outside. The entire scene is imbued with a powerful sense of speed and futuristic aesthetic. The train's silent gliding motion contrasts sharply with the blurred motion of the background, creating an atmosphere of high-tech, efficient, and slightly alienated tranquility.", + "seed": 30299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_3895_seed_30299_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0427080518566072, + "vlm_logprob": -0.0427080518566072, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.0427080518566072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020382242277264595 + ], + "opposite_logprob_tokens": [ + -4.020382404327393 + ], + "logprob_reward": -0.020382242277264595, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020382242277264595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706061124801636, + 0.3659067749977112, + 0.059318412095308304, + 0.038177717477083206, + 0.14872241020202637, + 0.022302603349089622, + 0.059234872460365295, + 0.022261416539549828, + 0.04399513080716133, + 0.1330200433731079 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.020382242277264595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005205005407333 + ], + "opposite_logprob_tokens": [ + -2.695052146911621 + ], + "logprob_reward": -0.07005205005407333, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005205005407333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027438370510935783, + 0.47059327363967896, + 0.020936258137226105, + 0.07273901998996735, + 0.19252720475196838, + 0.012036013416945934, + 0.02190462127327919, + 0.022435827180743217, + 0.10082970559597015, + 0.058559708297252655 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.07005205005407333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030536353588104 + ], + "opposite_logprob_tokens": [ + -2.3503053188323975 + ], + "logprob_reward": -0.10030536353588104, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030536353588104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054246190935373306, + 0.5357823371887207, + 0.12784285843372345, + 0.02202022261917591, + 0.13751783967018127, + 0.026070963591337204, + 0.009509960189461708, + 0.02003679797053337, + 0.026343023404479027, + 0.04062986001372337 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.10030536353588104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739859934896231 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739859934896231, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739859934896231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05129436403512955, + 0.12157967686653137, + 0.05764356255531311, + 0.08067667484283447, + 0.3552854061126709, + 0.05067427083849907, + 0.049962736666202545, + 0.06145697832107544, + 0.05508160591125488, + 0.11634472757577896 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.006739859934896231 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606074348092079 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.01606074348092079, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606074348092079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052341278642416, + 0.38701188564300537, + 0.021650897338986397, + 0.026174573227763176, + 0.38709115982055664, + 0.05344892293214798, + 0.03704167902469635, + 0.011176790110766888, + 0.010695716366171837, + 0.013367087580263615 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.01606074348092079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, viewed from a slightly upward angle, follows a maglev train. Its streamlined body, gleaming with a pearly white metallic sheen, silently and smoothly hovers above the monorail track, maintaining a discernible gap of several centimeters from the concrete track below. At dusk, the train zips through a futuristic urban jungle at breakneck speed. The towering skyscrapers and intricate network of air transportation are stretched into horizontal, iridescent streaks and blurred outlines by the immense relative speed. The setting sun paints the sky a warm orange-gold glow, intertwined with the cool neon lights gradually illuminating the city, and the light reflects off the sleek exterior of the train in a fluid, shimmering pattern. Through the train's expansive, dark-toned panoramic windows, interior details are barely visible, reflecting only the fleeting light from outside. The entire scene is imbued with a powerful sense of speed and futuristic aesthetic. The train's silent gliding motion contrasts sharply with the blurred motion of the background, creating an atmosphere of high-tech, efficient, and slightly alienated tranquility.", + "seed": 30300, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_3895_seed_30300_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1901582615915686, + "vlm_logprob": -0.1901582615915686, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.1901582615915686, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02339952439069748 + ], + "opposite_logprob_tokens": [ + -3.898399591445923 + ], + "logprob_reward": -0.02339952439069748, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02339952439069748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11948121339082718, + 0.12222062051296234, + 0.06912101805210114, + 0.061168279498815536, + 0.03710922226309776, + 0.05072467774152756, + 0.04652776941657066, + 0.4096941351890564, + 0.028534358367323875, + 0.0554187037050724 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.02339952439069748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47431403398513794 + ], + "opposite_logprob_tokens": [ + -0.9743140339851379 + ], + "logprob_reward": -0.47431403398513794, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47431403398513794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13466301560401917, + 0.1458185464143753, + 0.10974812507629395, + 0.0424375981092453, + 0.02359108440577984, + 0.07323041558265686, + 0.025702059268951416, + 0.3677745759487152, + 0.019827639684081078, + 0.057206977158784866 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.47431403398513794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428876131772995 + ], + "opposite_logprob_tokens": [ + -1.0538761615753174 + ], + "logprob_reward": -0.428876131772995, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428876131772995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2270209938287735, + 0.09485000371932983, + 0.08655764907598495, + 0.18269042670726776, + 0.06944884359836578, + 0.0668334886431694, + 0.021893393248319626, + 0.11840873956680298, + 0.07766096293926239, + 0.054635532200336456 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.428876131772995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03610632196068764, + 0.19416803121566772, + 0.012752131558954716, + 0.03850838914513588, + 0.018534360453486443, + 0.012414870783686638, + 0.012529252097010612, + 0.6419471502304077, + 0.010036971420049667, + 0.0230025015771389 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582424476742744 + ], + "opposite_logprob_tokens": [ + -3.895582437515259 + ], + "logprob_reward": -0.020582424476742744, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582424476742744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18664957582950592, + 0.07179209589958191, + 0.03171108290553093, + 0.06549214571714401, + 0.02357603795826435, + 0.027044547721743584, + 0.03020908311009407, + 0.3684365749359131, + 0.05251982435584068, + 0.14256905019283295 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.020582424476742744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, viewed from a slightly upward angle, follows a maglev train. Its streamlined body, gleaming with a pearly white metallic sheen, silently and smoothly hovers above the monorail track, maintaining a discernible gap of several centimeters from the concrete track below. At dusk, the train zips through a futuristic urban jungle at breakneck speed. The towering skyscrapers and intricate network of air transportation are stretched into horizontal, iridescent streaks and blurred outlines by the immense relative speed. The setting sun paints the sky a warm orange-gold glow, intertwined with the cool neon lights gradually illuminating the city, and the light reflects off the sleek exterior of the train in a fluid, shimmering pattern. Through the train's expansive, dark-toned panoramic windows, interior details are barely visible, reflecting only the fleeting light from outside. The entire scene is imbued with a powerful sense of speed and futuristic aesthetic. The train's silent gliding motion contrasts sharply with the blurred motion of the background, creating an atmosphere of high-tech, efficient, and slightly alienated tranquility.", + "seed": 30301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_3895_seed_30301_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04184985929168761, + "vlm_logprob": -0.04184985929168761, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04184985929168761, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03130175918340683 + ], + "opposite_logprob_tokens": [ + -3.531301736831665 + ], + "logprob_reward": -0.03130175918340683, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03130175918340683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058557961136102676, + 0.23168931901454926, + 0.08993370831012726, + 0.05569344386458397, + 0.0751994177699089, + 0.049204614013433456, + 0.14344340562820435, + 0.16530956327915192, + 0.052605580538511276, + 0.07836300879716873 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.03130175918340683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295971274375916 + ], + "opposite_logprob_tokens": [ + -2.237959623336792 + ], + "logprob_reward": -0.11295971274375916, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295971274375916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06487211585044861, + 0.3408159613609314, + 0.1704874187707901, + 0.025134647265076637, + 0.07345832139253616, + 0.06644012033939362, + 0.08602934330701828, + 0.07227365672588348, + 0.030889976769685745, + 0.06959837675094604 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.11295971274375916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809351474046707 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.03809351474046707, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809351474046707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13008253276348114, + 0.15299935638904572, + 0.10947895050048828, + 0.09404360502958298, + 0.07449598610401154, + 0.13221000134944916, + 0.10752473026514053, + 0.03493690863251686, + 0.11377960443496704, + 0.050448354333639145 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03809351474046707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.075044646859169, + 0.3363731801509857, + 0.027076149359345436, + 0.03200472518801689, + 0.1917056143283844, + 0.09237603098154068, + 0.0972268134355545, + 0.042683057487010956, + 0.06691399216651917, + 0.038595836609601974 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.0036176491994410753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276660591363907 + ], + "opposite_logprob_tokens": [ + -3.7732765674591064 + ], + "logprob_reward": -0.023276660591363907, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276660591363907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12956558167934418, + 0.16188235580921173, + 0.05823810026049614, + 0.05144430324435234, + 0.14084883034229279, + 0.1577909141778946, + 0.06464715301990509, + 0.039748627692461014, + 0.1611858606338501, + 0.0346483439207077 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.023276660591363907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, viewed from a slightly upward angle, follows a maglev train. Its streamlined body, gleaming with a pearly white metallic sheen, silently and smoothly hovers above the monorail track, maintaining a discernible gap of several centimeters from the concrete track below. At dusk, the train zips through a futuristic urban jungle at breakneck speed. The towering skyscrapers and intricate network of air transportation are stretched into horizontal, iridescent streaks and blurred outlines by the immense relative speed. The setting sun paints the sky a warm orange-gold glow, intertwined with the cool neon lights gradually illuminating the city, and the light reflects off the sleek exterior of the train in a fluid, shimmering pattern. Through the train's expansive, dark-toned panoramic windows, interior details are barely visible, reflecting only the fleeting light from outside. The entire scene is imbued with a powerful sense of speed and futuristic aesthetic. The train's silent gliding motion contrasts sharply with the blurred motion of the background, creating an atmosphere of high-tech, efficient, and slightly alienated tranquility.", + "seed": 30302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000003/group_9/index_3895_seed_30302_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02270048800855875, + "vlm_logprob": -0.02270048800855875, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.02270048800855875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006432542577385902 + ], + "opposite_logprob_tokens": [ + -5.25643253326416 + ], + "logprob_reward": -0.006432542577385902, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006432542577385902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41380006074905396, + 0.02846408262848854, + 0.030880775302648544, + 0.15160876512527466, + 0.08820699900388718, + 0.017575690522789955, + 0.028109177947044373, + 0.021156946197152138, + 0.03988945856690407, + 0.18030807375907898 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.006432542577385902 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899979501962662 + ], + "opposite_logprob_tokens": [ + -2.5789997577667236 + ], + "logprob_reward": -0.07899979501962662, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899979501962662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3448275029659271, + 0.12368486076593399, + 0.032442495226860046, + 0.18469776213169098, + 0.0764584094285965, + 0.01793382503092289, + 0.019924329593777657, + 0.011895536445081234, + 0.022043541073799133, + 0.16609172523021698 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.07899979501962662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4439317584037781, + 0.0851682722568512, + 0.01436170469969511, + 0.2380170077085495, + 0.03476142883300781, + 0.026414159685373306, + 0.03838939219713211, + 0.01855715550482273, + 0.014461654238402843, + 0.0859375 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.005252490285784006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36017248034477234, + 0.12577298283576965, + 0.05575838312506676, + 0.1804712861776352, + 0.07177596539258957, + 0.03305661678314209, + 0.04543570056557655, + 0.01797459088265896, + 0.03058662638068199, + 0.07899535447359085 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004638150800019503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a maglev train with a pearly white metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train hover above a concrete monorail track with a visible gap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a futuristic urban environment at dusk with orange-gold sky and neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the background skyscrapers and air transportation rendered as horizontal iridescent streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sideways tracking shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179461359977722 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179461359977722, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179461359977722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49228915572166443, + 0.02688700705766678, + 0.031729210168123245, + 0.1544841229915619, + 0.11701787263154984, + 0.013505552895367146, + 0.05627531185746193, + 0.020016716793179512, + 0.031773850321769714, + 0.05602124333381653 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.018179461359977722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_tensor([3943, 3943])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_tensor([3943, 3943])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2647d9c61c6d6c382bb6989fe478333c71834197 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_tensor([3943, 3943])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot delves into an intimate group of luminous pearls, huddled against a dark, non-reflective surface that absorbs all light. The camera maintains tight, unwavering focus, revealing each pearl's subtle flaws and unique characteristics. Their surfaces are rendered in surreal detail, not just white but an intricate tapestry of iridescent pearls, shimmering with an ethereal glow that seems to emanate from within. A single, sharp key light from a high side angle sculpts their spherical forms, creating brilliant, almost blown-out highlights at their peaks and casting deep, softly-edged shadows where they press against one another. The visual narrative unfolds in a rapid sequence of crisp, high-contrast photographic frames, each staccato cut revealing a subtle shift in light, causing subtle overtones of pink, lavender, and mint green to shimmer and ripple across the pearls' smooth surfaces. This rhythmic, stop-motion-like progression creates a mesmerizing and hypnotic atmosphere, celebrating the objects' sheer tactile beauty with a focused, almost reverent approach.", + "seed": 33139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_3943_seed_33139_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5197332966141402, + "vlm_logprob": -0.5197332966141402, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.5197332966141402, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652389790862799 + ], + "opposite_logprob_tokens": [ + -5.504652500152588 + ], + "logprob_reward": -0.004652389790862799, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004652389790862799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40315473079681396, + 0.12679103016853333, + 0.09921269118785858, + 0.04570874199271202, + 0.06705036014318466, + 0.04396846145391464, + 0.0273909755051136, + 0.026435408741235733, + 0.043086159974336624, + 0.11720150709152222 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004652389790862799 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538803339004517 + ], + "opposite_logprob_tokens": [ + -0.4288803040981293 + ], + "logprob_reward": -1.0538803339004517, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538803339004517, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15243439376354218, + 0.1312684267759323, + 0.23458991944789886, + 0.07946839928627014, + 0.07849466800689697, + 0.11029046028852463, + 0.03135668858885765, + 0.032487038522958755, + 0.08614589273929596, + 0.06346409767866135 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -1.0538803339004517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261725902557373 + ], + "opposite_logprob_tokens": [ + -0.5761725902557373 + ], + "logprob_reward": -0.8261725902557373, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261725902557373, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21148714423179626, + 0.07136724889278412, + 0.09172610938549042, + 0.06023397669196129, + 0.0685989186167717, + 0.06418699771165848, + 0.029700106009840965, + 0.024011673405766487, + 0.09932994097471237, + 0.2793578803539276 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.8261725902557373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602509379386902 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.020602509379386902, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602509379386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17606471478939056, + 0.06007352098822594, + 0.20037491619586945, + 0.0957215428352356, + 0.06786750257015228, + 0.24618200957775116, + 0.036434367299079895, + 0.018411170691251755, + 0.04417620226740837, + 0.054694052785634995 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.020602509379386902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933586597442627 + ], + "opposite_logprob_tokens": [ + -0.6933586597442627 + ], + "logprob_reward": -0.6933586597442627, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933586597442627, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24305398762226105, + 0.09149891138076782, + 0.06619532406330109, + 0.036317531019449234, + 0.07484069466590881, + 0.01226378045976162, + 0.027450961992144585, + 0.022522389888763428, + 0.08398279547691345, + 0.3418736457824707 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.6933586597442627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, extreme macro shot delves into an intimate group of luminous pearls, huddled against a dark, non-reflective surface that absorbs all light. The camera maintains tight, unwavering focus, revealing each pearl's subtle flaws and unique characteristics. Their surfaces are rendered in surreal detail, not just white but an intricate tapestry of iridescent pearls, shimmering with an ethereal glow that seems to emanate from within. A single, sharp key light from a high side angle sculpts their spherical forms, creating brilliant, almost blown-out highlights at their peaks and casting deep, softly-edged shadows where they press against one another. The visual narrative unfolds in a rapid sequence of crisp, high-contrast photographic frames, each staccato cut revealing a subtle shift in light, causing subtle overtones of pink, lavender, and mint green to shimmer and ripple across the pearls' smooth surfaces. This rhythmic, stop-motion-like progression creates a mesmerizing and hypnotic atmosphere, celebrating the objects' sheer tactile beauty with a focused, almost reverent approach.", + "seed": 33140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_3943_seed_33140_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -1.029774291999638, + "vlm_logprob": -1.029774291999638, + "vlm_yes_no_margin": 0.75, + "vlm_token_credit": -1.029774291999638, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008443017490208149 + ], + "opposite_logprob_tokens": [ + -4.8834428787231445 + ], + "logprob_reward": -0.008443017490208149, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008443017490208149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20757807791233063, + 0.04283926635980606, + 0.028510063886642456, + 0.03233368694782257, + 0.030094994232058525, + 0.07505075633525848, + 0.13135312497615814, + 0.09988246113061905, + 0.08692658692598343, + 0.2654309868812561 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.008443017490208149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.2880866527557373 + ], + "opposite_logprob_tokens": [ + -0.038086626678705215 + ], + "logprob_reward": -3.2880866527557373, + "yes_no_margin_reward": -3.25, + "token_credit_reward": -3.2880866527557373, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11301962286233902, + 0.10507360845804214, + 0.06679598987102509, + 0.06797842681407928, + 0.062169190496206284, + 0.07063636928796768, + 0.06321756541728973, + 0.14038635790348053, + 0.2177559733390808, + 0.0929669588804245 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -3.2880866527557373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8987447619438171 + ], + "opposite_logprob_tokens": [ + -0.5237447619438171 + ], + "logprob_reward": -0.8987447619438171, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8987447619438171, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11181516945362091, + 0.04802868142724037, + 0.02253582514822483, + 0.06400183588266373, + 0.03733225166797638, + 0.026440583169460297, + 0.030015677213668823, + 0.0579008124768734, + 0.4958041310310364, + 0.10612505674362183 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.8987447619438171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05509420111775398 + ], + "opposite_logprob_tokens": [ + -2.9300942420959473 + ], + "logprob_reward": -0.05509420111775398, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05509420111775398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11443345248699188, + 0.05912179872393608, + 0.04915940389037132, + 0.04810997098684311, + 0.04542721062898636, + 0.1341758370399475, + 0.19139523804187775, + 0.07222931832075119, + 0.17957597970962524, + 0.10637181997299194 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.05509420111775398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8985028266906738 + ], + "opposite_logprob_tokens": [ + -0.5235028266906738 + ], + "logprob_reward": -0.8985028266906738, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8985028266906738, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.054670218378305435, + 0.07322085648775101, + 0.048756085336208344, + 0.0522313117980957, + 0.030870629474520683, + 0.04025966674089432, + 0.047540083527565, + 0.06712117791175842, + 0.2993165850639343, + 0.2860133945941925 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.8985028266906738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, extreme macro shot delves into an intimate group of luminous pearls, huddled against a dark, non-reflective surface that absorbs all light. The camera maintains tight, unwavering focus, revealing each pearl's subtle flaws and unique characteristics. Their surfaces are rendered in surreal detail, not just white but an intricate tapestry of iridescent pearls, shimmering with an ethereal glow that seems to emanate from within. A single, sharp key light from a high side angle sculpts their spherical forms, creating brilliant, almost blown-out highlights at their peaks and casting deep, softly-edged shadows where they press against one another. The visual narrative unfolds in a rapid sequence of crisp, high-contrast photographic frames, each staccato cut revealing a subtle shift in light, causing subtle overtones of pink, lavender, and mint green to shimmer and ripple across the pearls' smooth surfaces. This rhythmic, stop-motion-like progression creates a mesmerizing and hypnotic atmosphere, celebrating the objects' sheer tactile beauty with a focused, almost reverent approach.", + "seed": 33141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_3943_seed_33141_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.36155827729962764, + "vlm_logprob": -0.36155827729962764, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.36155827729962764, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003009435487911105 + ], + "opposite_logprob_tokens": [ + -6.12800931930542 + ], + "logprob_reward": -0.003009435487911105, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003009435487911105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04328878968954086, + 0.015468153171241283, + 0.17521966993808746, + 0.09245225042104721, + 0.33802857995033264, + 0.011628015898168087, + 0.09017732739448547, + 0.01641538366675377, + 0.012760952115058899, + 0.20456090569496155 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.003009435487911105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261206746101379 + ], + "opposite_logprob_tokens": [ + -0.5761206746101379 + ], + "logprob_reward": -0.8261206746101379, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261206746101379, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18646596372127533, + 0.027934009209275246, + 0.0625290721654892, + 0.45111948251724243, + 0.04230954870581627, + 0.012931926175951958, + 0.03969334065914154, + 0.0491391196846962, + 0.03521426022052765, + 0.09266327321529388 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.8261206746101379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.52338707447052 + ], + "opposite_logprob_tokens": [ + -0.89838707447052 + ], + "logprob_reward": -0.52338707447052, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.52338707447052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051871441304683685, + 0.02230844274163246, + 0.11408903449773788, + 0.0774611383676529, + 0.34534358978271484, + 0.00889994204044342, + 0.06861361861228943, + 0.008464798331260681, + 0.024051522836089134, + 0.2788964807987213 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.52338707447052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636779099702835 + ], + "opposite_logprob_tokens": [ + -3.6513679027557373 + ], + "logprob_reward": -0.02636779099702835, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636779099702835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041379645466804504, + 0.022729946300387383, + 0.18612925708293915, + 0.03857113793492317, + 0.10000333935022354, + 0.06489095836877823, + 0.32938674092292786, + 0.04729888215661049, + 0.09140197187662125, + 0.07820814102888107 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.02636779099702835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289064109325409 + ], + "opposite_logprob_tokens": [ + -1.0539064407348633 + ], + "logprob_reward": -0.4289064109325409, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289064109325409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01535189338028431, + 0.008447358384728432, + 0.08193325996398926, + 0.11454316228628159, + 0.6504579186439514, + 0.007663173601031303, + 0.030830150470137596, + 0.011422828771173954, + 0.04095548391342163, + 0.03839472308754921 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.4289064109325409 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot delves into an intimate group of luminous pearls, huddled against a dark, non-reflective surface that absorbs all light. The camera maintains tight, unwavering focus, revealing each pearl's subtle flaws and unique characteristics. Their surfaces are rendered in surreal detail, not just white but an intricate tapestry of iridescent pearls, shimmering with an ethereal glow that seems to emanate from within. A single, sharp key light from a high side angle sculpts their spherical forms, creating brilliant, almost blown-out highlights at their peaks and casting deep, softly-edged shadows where they press against one another. The visual narrative unfolds in a rapid sequence of crisp, high-contrast photographic frames, each staccato cut revealing a subtle shift in light, causing subtle overtones of pink, lavender, and mint green to shimmer and ripple across the pearls' smooth surfaces. This rhythmic, stop-motion-like progression creates a mesmerizing and hypnotic atmosphere, celebrating the objects' sheer tactile beauty with a focused, almost reverent approach.", + "seed": 33142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_0/index_3943_seed_33142_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.8816515313461423, + "vlm_logprob": -0.8816515313461423, + "vlm_yes_no_margin": 1.325, + "vlm_token_credit": -0.8816515313461423, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003375786356627941 + ], + "opposite_logprob_tokens": [ + -5.878376007080078 + ], + "logprob_reward": -0.003375786356627941, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003375786356627941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06409009546041489, + 0.4002093970775604, + 0.050557419657707214, + 0.08163430541753769, + 0.019201643764972687, + 0.05024625360965729, + 0.021182965487241745, + 0.06276939064264297, + 0.189315065741539, + 0.060793500393629074 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.003375786356627941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9299395084381104 + ], + "opposite_logprob_tokens": [ + -0.054939404129981995 + ], + "logprob_reward": -2.9299395084381104, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9299395084381104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1355273276567459, + 0.4241778254508972, + 0.06412525475025177, + 0.039138421416282654, + 0.012078669853508472, + 0.11282238364219666, + 0.011148404330015182, + 0.050327710807323456, + 0.06012421101331711, + 0.09052977710962296 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -2.9299395084381104 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693657636642456 + ], + "opposite_logprob_tokens": [ + -0.693657636642456 + ], + "logprob_reward": -0.693657636642456, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693657636642456, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0670420303940773, + 0.3044833242893219, + 0.06512796878814697, + 0.12785646319389343, + 0.025308234617114067, + 0.047314442694187164, + 0.02268599346280098, + 0.051931027323007584, + 0.20654214918613434, + 0.08170828968286514 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.693657636642456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023354923352599144 + ], + "opposite_logprob_tokens": [ + -3.773355007171631 + ], + "logprob_reward": -0.023354923352599144, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023354923352599144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07101595401763916, + 0.6728780269622803, + 0.025566712021827698, + 0.030412837862968445, + 0.0061985161155462265, + 0.04083550348877907, + 0.012653827667236328, + 0.01586909592151642, + 0.07245339453220367, + 0.05211613327264786 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.023354923352599144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a group of luminous pearls visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, non-reflective surface that absorbs light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single sharp key light coming from a high side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the pearls display shifting overtones of pink, lavender, and mint green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a rapid sequence of crisp, high-contrast photographic frames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757929801940918 + ], + "opposite_logprob_tokens": [ + -0.632929801940918 + ], + "logprob_reward": -0.757929801940918, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757929801940918, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04322155565023422, + 0.33924782276153564, + 0.15559250116348267, + 0.03803082928061485, + 0.020441822707653046, + 0.02165815606713295, + 0.009718349203467369, + 0.04627670347690582, + 0.10566167533397675, + 0.2201506793498993 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.757929801940918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_tensor([2247, 2247])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_tensor([2247, 2247])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..568bc2f1454d6d3a83530996503d61bf8455f404 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_tensor([2247, 2247])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a powerful, live-action shot, the camera pans at breakneck speed in a tight 360-degree pan. At the center of the frame is a muscular, classically sculpted king of the sea. Bare-chested, his bronzed skin gleams under the spotlights overhead; his long, wet, dark hair clings to his broad shoulders and back. He's at the apex of a movement, his arms flexing with muscle as he thrusts a trident, radiating a brilliant cyan-blue light, into a massive block of black basalt in the center of the arena. The moment the trident's tip impacts the rock, a dazzling shower of sparks and rubble erupts, while a wave of energy whips the shallow puddle beneath his feet into a spectacular, outward-spreading white spray. As the camera rotates at high speed, we can see water droplets condensing into crystal beads in the air, reflecting the light of the trident, and his resolute face, his eyes are focused and fierce, as if declaring the victory of an epic duel. The whole scene is filled with primitive, magnificent and highly impactful epic atmosphere under the cold light and shadow.", + "seed": 4959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_2247_seed_4959_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3192647609859705, + "vlm_logprob": -0.3192647609859705, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.3192647609859705, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07033753395080566 + ], + "opposite_logprob_tokens": [ + -2.6953375339508057 + ], + "logprob_reward": -0.07033753395080566, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07033753395080566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022744297981262207, + 0.013002467341721058, + 0.21498753130435944, + 0.01870432123541832, + 0.011260388419032097, + 0.006000575143843889, + 0.04041402414441109, + 0.5741131901741028, + 0.04439394176006317, + 0.05437932536005974 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.07033753395080566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608467288315296 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608467288315296, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608467288315296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01791839301586151, + 0.0077048190869390965, + 0.057200782001018524, + 0.013155031949281693, + 0.013297581113874912, + 0.006083896849304438, + 0.010871969163417816, + 0.8322280049324036, + 0.012416945770382881, + 0.029122507199645042 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.01608467288315296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496050417423248 + ], + "opposite_logprob_tokens": [ + -2.9299604892730713 + ], + "logprob_reward": -0.05496050417423248, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496050417423248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011891217902302742, + 0.009520869702100754, + 0.11833690851926804, + 0.010368709452450275, + 0.016117585822939873, + 0.013933781534433365, + 0.02498047426342964, + 0.7665993571281433, + 0.015028247609734535, + 0.01322280801832676 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.05496050417423248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062782526016235 + ], + "opposite_logprob_tokens": [ + -0.28127825260162354 + ], + "logprob_reward": -1.4062782526016235, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062782526016235, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04163786768913269, + 0.011934062466025352, + 0.11464226245880127, + 0.06773307919502258, + 0.02490285411477089, + 0.013574019074440002, + 0.02685936912894249, + 0.6659589409828186, + 0.014912066981196404, + 0.01784546673297882 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -1.4062782526016235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866284132003784 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.04866284132003784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866284132003784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022515615448355675, + 0.005975869484245777, + 0.07519254088401794, + 0.010228005237877369, + 0.02348862774670124, + 0.006371657829731703, + 0.05849773436784744, + 0.7316011786460876, + 0.006956640165299177, + 0.05917215347290039 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.04866284132003784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a powerful, live-action shot, the camera pans at breakneck speed in a tight 360-degree pan. At the center of the frame is a muscular, classically sculpted king of the sea. Bare-chested, his bronzed skin gleams under the spotlights overhead; his long, wet, dark hair clings to his broad shoulders and back. He's at the apex of a movement, his arms flexing with muscle as he thrusts a trident, radiating a brilliant cyan-blue light, into a massive block of black basalt in the center of the arena. The moment the trident's tip impacts the rock, a dazzling shower of sparks and rubble erupts, while a wave of energy whips the shallow puddle beneath his feet into a spectacular, outward-spreading white spray. As the camera rotates at high speed, we can see water droplets condensing into crystal beads in the air, reflecting the light of the trident, and his resolute face, his eyes are focused and fierce, as if declaring the victory of an epic duel. The whole scene is filled with primitive, magnificent and highly impactful epic atmosphere under the cold light and shadow.", + "seed": 4960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_2247_seed_4960_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.37775827683508395, + "vlm_logprob": -0.37775827683508395, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.37775827683508395, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04914030432701111 + ], + "opposite_logprob_tokens": [ + -3.049140214920044 + ], + "logprob_reward": -0.04914030432701111, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04914030432701111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12045874446630478, + 0.07633204013109207, + 0.09768795222043991, + 0.09921855479478836, + 0.14961114525794983, + 0.18305730819702148, + 0.036564890295267105, + 0.1174357607960701, + 0.05700840801000595, + 0.06262516230344772 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04914030432701111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082679852843285 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082679852843285, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082679852843285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4079428017139435, + 0.10738515853881836, + 0.0357041098177433, + 0.04926752299070358, + 0.028380272909998894, + 0.0676170065999031, + 0.03277244418859482, + 0.030495787039399147, + 0.19842422008514404, + 0.04201062396168709 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016082679852843285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043059516698122025 + ], + "opposite_logprob_tokens": [ + -3.1680595874786377 + ], + "logprob_reward": -0.043059516698122025, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043059516698122025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28004640340805054, + 0.057351887226104736, + 0.09458152949810028, + 0.16525501012802124, + 0.080134816467762, + 0.08226879686117172, + 0.0333511121571064, + 0.1107417568564415, + 0.055501021444797516, + 0.04076757654547691 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.043059516698122025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015116214752197 + ], + "opposite_logprob_tokens": [ + -0.20151157677173615 + ], + "logprob_reward": -1.7015116214752197, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015116214752197, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10236510634422302, + 0.07741660624742508, + 0.12010924518108368, + 0.09306922554969788, + 0.08281753212213516, + 0.10371897369623184, + 0.06560177356004715, + 0.16834072768688202, + 0.10306235402822495, + 0.08349847793579102 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -1.7015116214752197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899726182222366 + ], + "opposite_logprob_tokens": [ + -2.5789973735809326 + ], + "logprob_reward": -0.07899726182222366, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899726182222366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05918310582637787, + 0.023003963753581047, + 0.030037423595786095, + 0.18755877017974854, + 0.04910924285650253, + 0.06361941248178482, + 0.026553450152277946, + 0.38335418701171875, + 0.13757546246051788, + 0.04000495374202728 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.07899726182222366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a powerful, live-action shot, the camera pans at breakneck speed in a tight 360-degree pan. At the center of the frame is a muscular, classically sculpted king of the sea. Bare-chested, his bronzed skin gleams under the spotlights overhead; his long, wet, dark hair clings to his broad shoulders and back. He's at the apex of a movement, his arms flexing with muscle as he thrusts a trident, radiating a brilliant cyan-blue light, into a massive block of black basalt in the center of the arena. The moment the trident's tip impacts the rock, a dazzling shower of sparks and rubble erupts, while a wave of energy whips the shallow puddle beneath his feet into a spectacular, outward-spreading white spray. As the camera rotates at high speed, we can see water droplets condensing into crystal beads in the air, reflecting the light of the trident, and his resolute face, his eyes are focused and fierce, as if declaring the victory of an epic duel. The whole scene is filled with primitive, magnificent and highly impactful epic atmosphere under the cold light and shadow.", + "seed": 4961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_2247_seed_4961_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.29570971205830576, + "vlm_logprob": -0.29570971205830576, + "vlm_yes_no_margin": 1.675000011920929, + "vlm_token_credit": -0.29570971205830576, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1606379747390747 + ], + "opposite_logprob_tokens": [ + -1.9106379747390747 + ], + "logprob_reward": -0.1606379747390747, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1606379747390747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04186713695526123, + 0.039699405431747437, + 0.2159990519285202, + 0.04205979034304619, + 0.09615755826234818, + 0.14352087676525116, + 0.05614713579416275, + 0.05864649638533592, + 0.20833218097686768, + 0.09757035970687866 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.1606379747390747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296716332435608 + ], + "opposite_logprob_tokens": [ + -2.2379672527313232 + ], + "logprob_reward": -0.11296716332435608, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296716332435608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054564107209444046, + 0.11463653296232224, + 0.1432616263628006, + 0.06674705445766449, + 0.09589525312185287, + 0.16463567316532135, + 0.055188555270433426, + 0.058729346841573715, + 0.1084301769733429, + 0.13791164755821228 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.11296716332435608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904251456260681 + ], + "opposite_logprob_tokens": [ + -2.4640424251556396 + ], + "logprob_reward": -0.08904251456260681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904251456260681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032448723912239075, + 0.03840827941894531, + 0.48329564929008484, + 0.04551992192864418, + 0.041725922375917435, + 0.15662001073360443, + 0.04969458654522896, + 0.0482734777033329, + 0.055003490298986435, + 0.04900994151830673 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.08904251456260681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538480281829834 + ], + "opposite_logprob_tokens": [ + -0.4288480877876282 + ], + "logprob_reward": -1.0538480281829834, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0538480281829834, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07944270968437195, + 0.04884874448180199, + 0.25390952825546265, + 0.08715127408504486, + 0.06073568016290665, + 0.12092190235853195, + 0.23367834091186523, + 0.034318163990974426, + 0.058252692222595215, + 0.022741004824638367 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -1.0538480281829834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062052879482507706 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.062052879482507706, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062052879482507706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04693536460399628, + 0.0432773157954216, + 0.2752448320388794, + 0.06757204234600067, + 0.0978826954960823, + 0.06924480944871902, + 0.0960502102971077, + 0.021442946046590805, + 0.05798875913023949, + 0.22436097264289856 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.062052879482507706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a powerful, live-action shot, the camera pans at breakneck speed in a tight 360-degree pan. At the center of the frame is a muscular, classically sculpted king of the sea. Bare-chested, his bronzed skin gleams under the spotlights overhead; his long, wet, dark hair clings to his broad shoulders and back. He's at the apex of a movement, his arms flexing with muscle as he thrusts a trident, radiating a brilliant cyan-blue light, into a massive block of black basalt in the center of the arena. The moment the trident's tip impacts the rock, a dazzling shower of sparks and rubble erupts, while a wave of energy whips the shallow puddle beneath his feet into a spectacular, outward-spreading white spray. As the camera rotates at high speed, we can see water droplets condensing into crystal beads in the air, reflecting the light of the trident, and his resolute face, his eyes are focused and fierce, as if declaring the victory of an epic duel. The whole scene is filled with primitive, magnificent and highly impactful epic atmosphere under the cold light and shadow.", + "seed": 4962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_1/index_2247_seed_4962_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34757213816046717, + "vlm_logprob": -0.34757213816046717, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.34757213816046717, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20200426876544952 + ], + "opposite_logprob_tokens": [ + -1.702004313468933 + ], + "logprob_reward": -0.20200426876544952, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20200426876544952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11402714997529984, + 0.058367449790239334, + 0.03441942110657692, + 0.13392338156700134, + 0.175777405500412, + 0.10961136966943741, + 0.04580314829945564, + 0.06841310113668442, + 0.12514333426952362, + 0.13451427221298218 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.20200426876544952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562546879053116 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.012562546879053116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562546879053116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14769819378852844, + 0.06532119959592819, + 0.020039867609739304, + 0.0812518447637558, + 0.07825323194265366, + 0.4338186979293823, + 0.04054618999361992, + 0.01358841359615326, + 0.07559453696012497, + 0.043887872248888016 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.012562546879053116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958585649728775 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.054958585649728775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958585649728775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23911559581756592, + 0.07077600061893463, + 0.04296116158366203, + 0.07555614411830902, + 0.13791292905807495, + 0.16137969493865967, + 0.036753468215465546, + 0.07927855849266052, + 0.04364734888076782, + 0.11261910200119019 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.054958585649728775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062821865081787 + ], + "opposite_logprob_tokens": [ + -0.2812822163105011 + ], + "logprob_reward": -1.4062821865081787, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062821865081787, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11498240381479263, + 0.08930651843547821, + 0.10152965039014816, + 0.08423846960067749, + 0.12316048890352249, + 0.3032919466495514, + 0.05100569501519203, + 0.03170207887887955, + 0.047683995217084885, + 0.05309871584177017 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -1.4062821865081787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular, bare-chested king of the sea with bronzed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character thrusting a trident that radiates a brilliant cyan-blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the trident impact a massive block of black basalt, causing sparks and rubble to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a tight 360-degree pan at breakneck speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a white spray of water spreading outward from a shallow puddle beneath the character's feet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205310299992561 + ], + "opposite_logprob_tokens": [ + -2.8120532035827637 + ], + "logprob_reward": -0.06205310299992561, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205310299992561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04457569494843483, + 0.038266777992248535, + 0.026558302342891693, + 0.07863728702068329, + 0.09194613993167877, + 0.5545704364776611, + 0.026079630479216576, + 0.016959868371486664, + 0.05073128640651703, + 0.07167453318834305 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.06205310299992561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_tensor([3532, 3532])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_tensor([3532, 3532])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66766643acb2fdbc265dfbefe3e06ea213a491fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_tensor([3532, 3532])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera begins with a dynamic close-up, capturing an unexpected scene at an Olympic-level indoor ice climbing arena: Sanji, dressed in a perfectly tailored black single-breasted suit, his signature short blond hair meticulously combed back, gleaming softly under the intense, cold white light cast by the arena's ceiling spotlights. With the precision and power of a ballerina, he swings his right arm. The metal tip of his professional ice axe traces a swift arc through the air, and with a sharp click, it drives decisively and deeply into the vertical, shimmering, artificial ice wall before him. At the moment of impact, countless tiny, shimmering ice shards explode toward the camera like diamonds, each one radiating a dazzling light in the strong sunlight. The frame is now sharply focused on these dancing ice crystals. Then, the camera executes a swift rack focus, the blurred ice shards instantly receding into the background. Focus is fixed sharply on his slightly raised face, capturing the steely, determined eyes beneath his signature curled brows. In that instant, the screen flashes rapidly, as if overloaded with energy, a flash of white light amplifying the moment's impact. The entire image, in its stark black, white, and blue tones, creates a surreal atmosphere, a unique blend of ultimate elegance and the intensity of extreme sports.", + "seed": 17053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_3532_seed_17053_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07369973352178931, + "vlm_logprob": -0.07369973352178931, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.07369973352178931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2105095237493515 + ], + "opposite_logprob_tokens": [ + -1.7105095386505127 + ], + "logprob_reward": -0.2105095237493515, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2105095237493515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10577225685119629, + 0.07936597615480423, + 0.052765555679798126, + 0.05787891149520874, + 0.31431394815444946, + 0.07929698377847672, + 0.04672043025493622, + 0.043877217918634415, + 0.04092906787991524, + 0.17907969653606415 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.2105095237493515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891377180814743 + ], + "opposite_logprob_tokens": [ + -2.4641377925872803 + ], + "logprob_reward": -0.0891377180814743, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891377180814743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488751620054245, + 0.01348670944571495, + 0.010480707511305809, + 0.00951649434864521, + 0.8004329204559326, + 0.006354107055813074, + 0.003604419995099306, + 0.0025523097719997168, + 0.0028522945940494537, + 0.0018448242917656898 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0891377180814743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048686683177948 + ], + "opposite_logprob_tokens": [ + -3.0486867427825928 + ], + "logprob_reward": -0.048686683177948, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048686683177948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4697643518447876, + 0.16313599050045013, + 0.05534350872039795, + 0.02575765550136566, + 0.1800910085439682, + 0.014685294590890408, + 0.016987865790724754, + 0.020061930641531944, + 0.01607092283666134, + 0.03810141608119011 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048686683177948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20423433184623718, + 0.3343992531299591, + 0.06259741634130478, + 0.08562875539064407, + 0.14113126695156097, + 0.01956811733543873, + 0.026040714234113693, + 0.036520007997751236, + 0.042417094111442566, + 0.04746299609541893 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064848750829697 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064848750829697, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064848750829697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24400117993354797, + 0.09156647324562073, + 0.0651693195104599, + 0.05855613574385643, + 0.14176690578460693, + 0.05500840023159981, + 0.07689663022756577, + 0.06960630416870117, + 0.0778714045882225, + 0.1195572167634964 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016064848750829697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a dynamic close-up, capturing an unexpected scene at an Olympic-level indoor ice climbing arena: Sanji, dressed in a perfectly tailored black single-breasted suit, his signature short blond hair meticulously combed back, gleaming softly under the intense, cold white light cast by the arena's ceiling spotlights. With the precision and power of a ballerina, he swings his right arm. The metal tip of his professional ice axe traces a swift arc through the air, and with a sharp click, it drives decisively and deeply into the vertical, shimmering, artificial ice wall before him. At the moment of impact, countless tiny, shimmering ice shards explode toward the camera like diamonds, each one radiating a dazzling light in the strong sunlight. The frame is now sharply focused on these dancing ice crystals. Then, the camera executes a swift rack focus, the blurred ice shards instantly receding into the background. Focus is fixed sharply on his slightly raised face, capturing the steely, determined eyes beneath his signature curled brows. In that instant, the screen flashes rapidly, as if overloaded with energy, a flash of white light amplifying the moment's impact. The entire image, in its stark black, white, and blue tones, creates a surreal atmosphere, a unique blend of ultimate elegance and the intensity of extreme sports.", + "seed": 17054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_3532_seed_17054_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04652039306238294, + "vlm_logprob": -0.04652039306238294, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04652039306238294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14618569612503052 + ], + "opposite_logprob_tokens": [ + -2.0211856365203857 + ], + "logprob_reward": -0.14618569612503052, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14618569612503052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19434620440006256, + 0.12273618578910828, + 0.07510725408792496, + 0.0633394792675972, + 0.1974019706249237, + 0.07510171085596085, + 0.058980006724596024, + 0.03485705703496933, + 0.065864197909832, + 0.112265944480896 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.14618569612503052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497562140226364 + ], + "opposite_logprob_tokens": [ + -2.9299755096435547 + ], + "logprob_reward": -0.05497562140226364, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497562140226364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08888804912567139, + 0.08131717890501022, + 0.06526870280504227, + 0.07571083307266235, + 0.11546169966459274, + 0.051544684916734695, + 0.022678397595882416, + 0.018651042133569717, + 0.28625887632369995, + 0.19422057271003723 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.05497562140226364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607564091682434 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.01607564091682434, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607564091682434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.144839346408844, + 0.08371874690055847, + 0.22941133379936218, + 0.16870881617069244, + 0.11880459636449814, + 0.10539649426937103, + 0.04311127960681915, + 0.0392758809030056, + 0.026976007968187332, + 0.039757490158081055 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.01607564091682434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734057795256376 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006734057795256376, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734057795256376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053984977304935455, + 0.04821700602769852, + 0.10668978840112686, + 0.06444305926561356, + 0.0836401879787445, + 0.11451860517263412, + 0.13965630531311035, + 0.03115156479179859, + 0.3216773271560669, + 0.036021195352077484 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.006734057795256376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630949072539806 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630949072539806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630949072539806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062001656740903854, + 0.07183046638965607, + 0.03229055926203728, + 0.081022247672081, + 0.09442116320133209, + 0.1974060982465744, + 0.10024967789649963, + 0.07400669902563095, + 0.17031195759773254, + 0.11645950376987457 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.008630949072539806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a dynamic close-up, capturing an unexpected scene at an Olympic-level indoor ice climbing arena: Sanji, dressed in a perfectly tailored black single-breasted suit, his signature short blond hair meticulously combed back, gleaming softly under the intense, cold white light cast by the arena's ceiling spotlights. With the precision and power of a ballerina, he swings his right arm. The metal tip of his professional ice axe traces a swift arc through the air, and with a sharp click, it drives decisively and deeply into the vertical, shimmering, artificial ice wall before him. At the moment of impact, countless tiny, shimmering ice shards explode toward the camera like diamonds, each one radiating a dazzling light in the strong sunlight. The frame is now sharply focused on these dancing ice crystals. Then, the camera executes a swift rack focus, the blurred ice shards instantly receding into the background. Focus is fixed sharply on his slightly raised face, capturing the steely, determined eyes beneath his signature curled brows. In that instant, the screen flashes rapidly, as if overloaded with energy, a flash of white light amplifying the moment's impact. The entire image, in its stark black, white, and blue tones, creates a surreal atmosphere, a unique blend of ultimate elegance and the intensity of extreme sports.", + "seed": 17055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_3532_seed_17055_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09141075992956757, + "vlm_logprob": -0.09141075992956757, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.09141075992956757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.389143705368042 + ], + "opposite_logprob_tokens": [ + -1.139143705368042 + ], + "logprob_reward": -0.389143705368042, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.389143705368042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0845210999250412, + 0.164343923330307, + 0.020654812455177307, + 0.007018128409981728, + 0.011015611700713634, + 0.010472978465259075, + 0.10863015800714493, + 0.018958769738674164, + 0.5066632032394409, + 0.06772129237651825 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.389143705368042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043103136122226715 + ], + "opposite_logprob_tokens": [ + -3.1681032180786133 + ], + "logprob_reward": -0.043103136122226715, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043103136122226715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048679038882255554, + 0.31924155354499817, + 0.07623150199651718, + 0.01898091845214367, + 0.00609843572601676, + 0.014778809621930122, + 0.06630441546440125, + 0.026271166279911995, + 0.4055851995944977, + 0.01782899722456932 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.043103136122226715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637230679392815 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007637230679392815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637230679392815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018851671367883682, + 0.719663143157959, + 0.02961649000644684, + 0.025876788422465324, + 0.03970867022871971, + 0.01198497973382473, + 0.03382964804768562, + 0.009299649856984615, + 0.09427306801080704, + 0.016895893961191177 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.007637230679392815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046369642950594425 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.0046369642950594425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046369642950594425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034889865666627884, + 0.4784802198410034, + 0.023861030116677284, + 0.023288996890187263, + 0.02094348892569542, + 0.017444144934415817, + 0.09278262406587601, + 0.02645820751786232, + 0.21918384730815887, + 0.06266763061285019 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0046369642950594425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532763183116913 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532763183116913, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532763183116913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06081737205386162, + 0.2979736030101776, + 0.033396974205970764, + 0.026980826631188393, + 0.026556432247161865, + 0.02531878650188446, + 0.0813990980386734, + 0.07083633542060852, + 0.2352495938539505, + 0.14147090911865234 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.012532763183116913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a dynamic close-up, capturing an unexpected scene at an Olympic-level indoor ice climbing arena: Sanji, dressed in a perfectly tailored black single-breasted suit, his signature short blond hair meticulously combed back, gleaming softly under the intense, cold white light cast by the arena's ceiling spotlights. With the precision and power of a ballerina, he swings his right arm. The metal tip of his professional ice axe traces a swift arc through the air, and with a sharp click, it drives decisively and deeply into the vertical, shimmering, artificial ice wall before him. At the moment of impact, countless tiny, shimmering ice shards explode toward the camera like diamonds, each one radiating a dazzling light in the strong sunlight. The frame is now sharply focused on these dancing ice crystals. Then, the camera executes a swift rack focus, the blurred ice shards instantly receding into the background. Focus is fixed sharply on his slightly raised face, capturing the steely, determined eyes beneath his signature curled brows. In that instant, the screen flashes rapidly, as if overloaded with energy, a flash of white light amplifying the moment's impact. The entire image, in its stark black, white, and blue tones, creates a surreal atmosphere, a unique blend of ultimate elegance and the intensity of extreme sports.", + "seed": 17056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_10/index_3532_seed_17056_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10363609483465552, + "vlm_logprob": -0.10363609483465552, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.10363609483465552, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4311576783657074 + ], + "opposite_logprob_tokens": [ + -1.0561577081680298 + ], + "logprob_reward": -0.4311576783657074, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4311576783657074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07989153265953064, + 0.07906025648117065, + 0.015547770075500011, + 0.031861353665590286, + 0.11736451089382172, + 0.05581901967525482, + 0.13381998240947723, + 0.14093029499053955, + 0.05357061326503754, + 0.2921346127986908 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.4311576783657074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062073156237602234 + ], + "opposite_logprob_tokens": [ + -2.812073230743408 + ], + "logprob_reward": -0.062073156237602234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062073156237602234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1447552889585495, + 0.22500258684158325, + 0.043576113879680634, + 0.16515180468559265, + 0.07534061372280121, + 0.021231036633253098, + 0.04370962828397751, + 0.036430276930332184, + 0.019786350429058075, + 0.22501637041568756 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.062073156237602234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790261276066303 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790261276066303, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790261276066303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09274427592754364, + 0.07799112051725388, + 0.04209958761930466, + 0.1474372148513794, + 0.050296489149332047, + 0.024639977142214775, + 0.0490541085600853, + 0.08891569077968597, + 0.0755414143204689, + 0.3512801229953766 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.009790261276066303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09249561280012131, + 0.07728131860494614, + 0.033565979450941086, + 0.06718531250953674, + 0.10346324741840363, + 0.06410540640354156, + 0.0809483677148819, + 0.07293038815259933, + 0.15427832305431366, + 0.2537460923194885 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.004093007650226355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a character named Sanji wearing a black single-breasted suit with short blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting an indoor ice climbing arena with a vertical artificial ice wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character swing a professional ice axe to drive it into the ice wall, causing ice shards to explode?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift rack focus from the exploding ice shards to the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final shot a close-up of the character's face showing steely eyes and curled brows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066370643675327 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066370643675327, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066370643675327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07144039124250412, + 0.05707641318440437, + 0.01847357302904129, + 0.0277397483587265, + 0.08548145741224289, + 0.031244823709130287, + 0.1175677701830864, + 0.15691766142845154, + 0.09507451206445694, + 0.3389836847782135 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.011066370643675327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_tensor([8562, 8562])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_tensor([8562, 8562])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5c655433c3191533ee43c4557ff9a2d5848bd772 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_tensor([8562, 8562])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera begins with a striking overhead shot, focusing on a lion in its prime, standing majestically on the edge of a rugged, rocky cliff. Its thick, dark brown and golden mane, like a crown of kings, sways gently in the evening breeze. Its body, covered in short, sandy-brown fur, is defined by its muscularity and strength, its limbs firmly planted on the rock. Facing the sky, it leans forward slightly, its maw suddenly opening in a silent yet earth-shattering roar. Its sharp, gleaming white canines and nostrils flaring with effort are clearly visible. Its chest heaves violently, a stream of condensed hot air erupts from its mouth, and its eyes are filled with sharpness and majesty. The backdrop is the vast African savannah, the sky stained in a magnificent gradation of orange, red, and deep purple by the setting sun. Warm, dramatic golden sidelights outline the lion's majestic silhouette, casting a long shadow behind it. As this shocking scene unfolds, the camera begins to rise steadily and slowly, gradually incorporating more of the sky and the distant horizon into the picture, further emphasizing the lion's loneliness and supreme status in the vast world. The whole picture is full of primitive, magnificent and epic atmosphere of absolute dominance.", + "seed": 20160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_8562_seed_20160_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20729115959256889, + "vlm_logprob": -0.20729115959256889, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.20729115959256889, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031490758061409 + ], + "opposite_logprob_tokens": [ + -3.5314908027648926 + ], + "logprob_reward": -0.031490758061409, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031490758061409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10804498940706253, + 0.09500541538000107, + 0.12885122001171112, + 0.10382413119077682, + 0.03516860678792, + 0.06144646927714348, + 0.030600525438785553, + 0.2963477373123169, + 0.10381313413381577, + 0.03689773008227348 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.031490758061409 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34866440296173096 + ], + "opposite_logprob_tokens": [ + -1.223664402961731 + ], + "logprob_reward": -0.34866440296173096, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34866440296173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13431471586227417, + 0.2552693784236908, + 0.0919242799282074, + 0.21148937940597534, + 0.09655895084142685, + 0.04010521247982979, + 0.02971046231687069, + 0.06842361390590668, + 0.03369463235139847, + 0.03850933164358139 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.34866440296173096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705330550670624 + ], + "opposite_logprob_tokens": [ + -2.1270532608032227 + ], + "logprob_reward": -0.12705330550670624, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705330550670624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04463517665863037, + 0.24242928624153137, + 0.1521720141172409, + 0.0873294323682785, + 0.07296305894851685, + 0.052107833325862885, + 0.019584963098168373, + 0.2358027696609497, + 0.06974397599697113, + 0.023231402039527893 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.12705330550670624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946326069533825 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946326069533825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946326069533825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08218350261449814, + 0.3800088167190552, + 0.1125837191939354, + 0.026839837431907654, + 0.14156357944011688, + 0.049119655042886734, + 0.021458107978105545, + 0.06387979537248611, + 0.06276246905326843, + 0.059600528329610825 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.005946326069533825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233010053634644 + ], + "opposite_logprob_tokens": [ + -0.8983010053634644 + ], + "logprob_reward": -0.5233010053634644, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233010053634644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1460525542497635, + 0.18572941422462463, + 0.04586067050695419, + 0.10081914812326431, + 0.08384977281093597, + 0.05333002284169197, + 0.024107465520501137, + 0.2667311728000641, + 0.03095017559826374, + 0.06256962567567825 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.5233010053634644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a striking overhead shot, focusing on a lion in its prime, standing majestically on the edge of a rugged, rocky cliff. Its thick, dark brown and golden mane, like a crown of kings, sways gently in the evening breeze. Its body, covered in short, sandy-brown fur, is defined by its muscularity and strength, its limbs firmly planted on the rock. Facing the sky, it leans forward slightly, its maw suddenly opening in a silent yet earth-shattering roar. Its sharp, gleaming white canines and nostrils flaring with effort are clearly visible. Its chest heaves violently, a stream of condensed hot air erupts from its mouth, and its eyes are filled with sharpness and majesty. The backdrop is the vast African savannah, the sky stained in a magnificent gradation of orange, red, and deep purple by the setting sun. Warm, dramatic golden sidelights outline the lion's majestic silhouette, casting a long shadow behind it. As this shocking scene unfolds, the camera begins to rise steadily and slowly, gradually incorporating more of the sky and the distant horizon into the picture, further emphasizing the lion's loneliness and supreme status in the vast world. The whole picture is full of primitive, magnificent and epic atmosphere of absolute dominance.", + "seed": 20161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_8562_seed_20161_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11223907209932804, + "vlm_logprob": -0.11223907209932804, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.11223907209932804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0138675756752491 + ], + "opposite_logprob_tokens": [ + -4.388867378234863 + ], + "logprob_reward": -0.0138675756752491, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0138675756752491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10946212708950043, + 0.07268550246953964, + 0.16074703633785248, + 0.07432951033115387, + 0.06445200741291046, + 0.07170821726322174, + 0.18386244773864746, + 0.12402565777301788, + 0.07600551843643188, + 0.06272197514772415 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.0138675756752491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967496544122696 + ], + "opposite_logprob_tokens": [ + -2.9299674034118652 + ], + "logprob_reward": -0.054967496544122696, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967496544122696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48639124631881714, + 0.09625430405139923, + 0.06632880121469498, + 0.03191785514354706, + 0.04350162297487259, + 0.05138371139764786, + 0.06738782674074173, + 0.05868088826537132, + 0.03074793890118599, + 0.0674058198928833 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.054967496544122696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369959816336632 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.03369959816336632, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369959816336632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.101686492562294, + 0.12744362652301788, + 0.1378461718559265, + 0.15308569371700287, + 0.12015552073717117, + 0.04637715965509415, + 0.03932075947523117, + 0.09369911998510361, + 0.06691005080938339, + 0.11347543448209763 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.03369959816336632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1856297254562378, + 0.1325133740901947, + 0.21206161379814148, + 0.07202264666557312, + 0.08997193723917007, + 0.02249152585864067, + 0.043821241706609726, + 0.04325871914625168, + 0.09310008585453033, + 0.10512906312942505 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.029801098629832268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288595914840698 + ], + "opposite_logprob_tokens": [ + -1.0538595914840698 + ], + "logprob_reward": -0.4288595914840698, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288595914840698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16981352865695953, + 0.09461982548236847, + 0.0698779970407486, + 0.0648270845413208, + 0.051627472043037415, + 0.09042669832706451, + 0.07094624638557434, + 0.1574697196483612, + 0.10069070756435394, + 0.12970075011253357 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.4288595914840698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a striking overhead shot, focusing on a lion in its prime, standing majestically on the edge of a rugged, rocky cliff. Its thick, dark brown and golden mane, like a crown of kings, sways gently in the evening breeze. Its body, covered in short, sandy-brown fur, is defined by its muscularity and strength, its limbs firmly planted on the rock. Facing the sky, it leans forward slightly, its maw suddenly opening in a silent yet earth-shattering roar. Its sharp, gleaming white canines and nostrils flaring with effort are clearly visible. Its chest heaves violently, a stream of condensed hot air erupts from its mouth, and its eyes are filled with sharpness and majesty. The backdrop is the vast African savannah, the sky stained in a magnificent gradation of orange, red, and deep purple by the setting sun. Warm, dramatic golden sidelights outline the lion's majestic silhouette, casting a long shadow behind it. As this shocking scene unfolds, the camera begins to rise steadily and slowly, gradually incorporating more of the sky and the distant horizon into the picture, further emphasizing the lion's loneliness and supreme status in the vast world. The whole picture is full of primitive, magnificent and epic atmosphere of absolute dominance.", + "seed": 20162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_8562_seed_20162_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21855365838855506, + "vlm_logprob": -0.21855365838855506, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.21855365838855506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016126081347465515 + ], + "opposite_logprob_tokens": [ + -4.2661261558532715 + ], + "logprob_reward": -0.016126081347465515, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016126081347465515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04209989309310913, + 0.026196833699941635, + 0.030664553865790367, + 0.04059556499123573, + 0.11140462011098862, + 0.06777513772249222, + 0.03890228644013405, + 0.4271058738231659, + 0.1637396365404129, + 0.051515594124794006 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.016126081347465515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233319401741028 + ], + "opposite_logprob_tokens": [ + -0.8983319401741028 + ], + "logprob_reward": -0.5233319401741028, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233319401741028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08421428501605988, + 0.0967290848493576, + 0.07452121376991272, + 0.02450450509786606, + 0.027460316196084023, + 0.014781530015170574, + 0.017977945506572723, + 0.3857451379299164, + 0.242130309343338, + 0.0319356732070446 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.5233319401741028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014352166093885899, + 0.0137390261515975, + 0.01330521795898676, + 0.009744303300976753, + 0.008997918106615543, + 0.015026574023067951, + 0.009603898972272873, + 0.5327720046043396, + 0.07327369600534439, + 0.3091852068901062 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731926463544369 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006731926463544369, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731926463544369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031776778399944305, + 0.02196369133889675, + 0.020023608580231667, + 0.01831757463514805, + 0.03767837956547737, + 0.08160959184169769, + 0.07450801134109497, + 0.4510181248188019, + 0.08753828704357147, + 0.17556597292423248 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.006731926463544369 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232874751091003 + ], + "opposite_logprob_tokens": [ + -0.8982874751091003 + ], + "logprob_reward": -0.5232874751091003, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232874751091003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03090936876833439, + 0.02424265444278717, + 0.040228426456451416, + 0.02407672069966793, + 0.0467241071164608, + 0.03892352432012558, + 0.028863906860351562, + 0.45466068387031555, + 0.1660788208246231, + 0.14529180526733398 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.5232874751091003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a striking overhead shot, focusing on a lion in its prime, standing majestically on the edge of a rugged, rocky cliff. Its thick, dark brown and golden mane, like a crown of kings, sways gently in the evening breeze. Its body, covered in short, sandy-brown fur, is defined by its muscularity and strength, its limbs firmly planted on the rock. Facing the sky, it leans forward slightly, its maw suddenly opening in a silent yet earth-shattering roar. Its sharp, gleaming white canines and nostrils flaring with effort are clearly visible. Its chest heaves violently, a stream of condensed hot air erupts from its mouth, and its eyes are filled with sharpness and majesty. The backdrop is the vast African savannah, the sky stained in a magnificent gradation of orange, red, and deep purple by the setting sun. Warm, dramatic golden sidelights outline the lion's majestic silhouette, casting a long shadow behind it. As this shocking scene unfolds, the camera begins to rise steadily and slowly, gradually incorporating more of the sky and the distant horizon into the picture, further emphasizing the lion's loneliness and supreme status in the vast world. The whole picture is full of primitive, magnificent and epic atmosphere of absolute dominance.", + "seed": 20163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_11/index_8562_seed_20163_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10393702350556851, + "vlm_logprob": -0.10393702350556851, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10393702350556851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0227584820240736 + ], + "opposite_logprob_tokens": [ + -3.8977584838867188 + ], + "logprob_reward": -0.0227584820240736, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0227584820240736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34825459122657776, + 0.04412900656461716, + 0.04874885454773903, + 0.07940993458032608, + 0.06530794501304626, + 0.018378539010882378, + 0.050616517663002014, + 0.03743920102715492, + 0.12564420700073242, + 0.182071253657341 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0227584820240736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112908601760864 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.038112908601760864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112908601760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6746814250946045, + 0.02862575091421604, + 0.018138617277145386, + 0.033962398767471313, + 0.08863620460033417, + 0.03158583492040634, + 0.007733550388365984, + 0.0104952622205019, + 0.06779699772596359, + 0.03834402188658714 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.038112908601760864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810097277164459 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810097277164459, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810097277164459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11876466125249863, + 0.06621050089597702, + 0.06916198134422302, + 0.09870153665542603, + 0.15157222747802734, + 0.062118012458086014, + 0.11841147392988205, + 0.04484405741095543, + 0.19081543385982513, + 0.07940005511045456 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.03810097277164459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336964875459671 + ], + "opposite_logprob_tokens": [ + -3.408696413040161 + ], + "logprob_reward": -0.0336964875459671, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336964875459671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16172553598880768, + 0.10885827243328094, + 0.07551111280918121, + 0.1130588948726654, + 0.08190908282995224, + 0.032099105417728424, + 0.07692719250917435, + 0.04725761339068413, + 0.26728177070617676, + 0.035371456295251846 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0336964875459671 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lion with a thick dark brown and golden mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lion standing on the edge of a rugged, rocky cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lion open its mouth in a roar with visible white canines and flaring nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with an orange, red, and deep purple sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with an overhead shot and then rise steadily to include more sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38701626658439636 + ], + "opposite_logprob_tokens": [ + -1.1370162963867188 + ], + "logprob_reward": -0.38701626658439636, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38701626658439636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26703009009361267, + 0.11582447588443756, + 0.03507382422685623, + 0.18001070618629456, + 0.1295442432165146, + 0.06278959661722183, + 0.05108354985713959, + 0.03761583939194679, + 0.05758723244071007, + 0.06344042718410492 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.38701626658439636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_tensor([6966, 6966])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_tensor([6966, 6966])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b0c9adcacee5c13f7c26ac4df2496b8daa784037 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_tensor([6966, 6966])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a tightly composed close-up shot, embodying the aesthetics of the ultimate martial arts hero, a princess reacts in a split second. The camera captures her from a slightly upward angle, emphasizing her extraordinary presence. Her hair is meticulously styled in a classically elegant updo, secured by a simple yet delicate jade hairpin. A few strands of wind-blown black hair cling to her smooth forehead. Her clear, phoenix-like eyes now pierce with a sharp gaze, revealing an unyielding will and unwavering composure in the face of danger. Her face is beautiful, yet her expression is solemn, her lips tightly pursed. She wears a tailored, deep purple silk ensemble, its lapels and cuffs embroidered with intricate silver cloud patterns, shimmering against the hazy moonlight. As an invisible, deadly attack strikes, she swiftly raises her left arm across her chest. From her fair palm, a pure, blazing blue flame erupts, quickly congealing into a translucent, circular shield rimmed with energy runes. When the attack slammed into the center of the shield, the entire scene shook violently. The blue flame shield became the only light source, dyeing her resolute face and the surrounding air with a mysterious and powerful blue halo. Circles of visible energy aftermath violently vibrated and spread out from the impact point, blowing her clothes and hair, creating a tense atmosphere of power and beauty intertwined, full of epic feeling.", + "seed": 29911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_6966_seed_29911_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012654493399895727, + "vlm_logprob": -0.012654493399895727, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.012654493399895727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014635936357080936 + ], + "opposite_logprob_tokens": [ + -4.264636039733887 + ], + "logprob_reward": -0.014635936357080936, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014635936357080936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3505673408508301, + 0.043155234307050705, + 0.042721088975667953, + 0.0403304249048233, + 0.028412694111466408, + 0.029910916462540627, + 0.25395071506500244, + 0.07357338815927505, + 0.10475476086139679, + 0.03262351453304291 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.014635936357080936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314859718084335 + ], + "opposite_logprob_tokens": [ + -3.773314952850342 + ], + "logprob_reward": -0.023314859718084335, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314859718084335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09786291420459747, + 0.13703158497810364, + 0.027322543784976006, + 0.09464661777019501, + 0.017744366079568863, + 0.0473836287856102, + 0.3688453435897827, + 0.07921935617923737, + 0.10750358551740646, + 0.02244005911052227 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.023314859718084335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206229709088802 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206229709088802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206229709088802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12184126675128937, + 0.041269708424806595, + 0.019750893115997314, + 0.022988777607679367, + 0.01954786852002144, + 0.08511143177747726, + 0.4937438666820526, + 0.05027647316455841, + 0.12515564262866974, + 0.02031412348151207 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.014206229709088802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001336158369667828 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.001336158369667828, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001336158369667828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10125414282083511, + 0.05444938316941261, + 0.02186671458184719, + 0.029858091846108437, + 0.016539860516786575, + 0.12922509014606476, + 0.20283330976963043, + 0.19214288890361786, + 0.15189354121685028, + 0.09993700683116913 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.001336158369667828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779282845556736 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779282845556736, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779282845556736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08976490795612335, + 0.022864539176225662, + 0.025065820664167404, + 0.07953502237796783, + 0.027202928438782692, + 0.06239461526274681, + 0.3128785789012909, + 0.10258430242538452, + 0.15185852348804474, + 0.12585075199604034 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.009779282845556736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tightly composed close-up shot, embodying the aesthetics of the ultimate martial arts hero, a princess reacts in a split second. The camera captures her from a slightly upward angle, emphasizing her extraordinary presence. Her hair is meticulously styled in a classically elegant updo, secured by a simple yet delicate jade hairpin. A few strands of wind-blown black hair cling to her smooth forehead. Her clear, phoenix-like eyes now pierce with a sharp gaze, revealing an unyielding will and unwavering composure in the face of danger. Her face is beautiful, yet her expression is solemn, her lips tightly pursed. She wears a tailored, deep purple silk ensemble, its lapels and cuffs embroidered with intricate silver cloud patterns, shimmering against the hazy moonlight. As an invisible, deadly attack strikes, she swiftly raises her left arm across her chest. From her fair palm, a pure, blazing blue flame erupts, quickly congealing into a translucent, circular shield rimmed with energy runes. When the attack slammed into the center of the shield, the entire scene shook violently. The blue flame shield became the only light source, dyeing her resolute face and the surrounding air with a mysterious and powerful blue halo. Circles of visible energy aftermath violently vibrated and spread out from the impact point, blowing her clothes and hair, creating a tense atmosphere of power and beauty intertwined, full of epic feeling.", + "seed": 29912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_6966_seed_29912_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009703045664355158, + "vlm_logprob": -0.009703045664355158, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.009703045664355158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02085203491151333 + ], + "opposite_logprob_tokens": [ + -3.8958520889282227 + ], + "logprob_reward": -0.02085203491151333, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02085203491151333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0909346267580986, + 0.571543276309967, + 0.03874708339571953, + 0.023433176800608635, + 0.027522819116711617, + 0.036084193736314774, + 0.06148716062307358, + 0.021935289725661278, + 0.039049770683050156, + 0.08926258236169815 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.02085203491151333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564312666654587 + ], + "opposite_logprob_tokens": [ + -4.387564182281494 + ], + "logprob_reward": -0.012564312666654587, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564312666654587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275416761636734, + 0.3645711839199066, + 0.05201422795653343, + 0.05443922430276871, + 0.03457622975111008, + 0.09761729091405869, + 0.16359500586986542, + 0.04823926091194153, + 0.018016360700130463, + 0.03938952088356018 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.012564312666654587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059578209184110165 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.0059578209184110165, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059578209184110165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11664233356714249, + 0.13147495687007904, + 0.04869494214653969, + 0.03984014689922333, + 0.03660852089524269, + 0.028495151549577713, + 0.2194678634405136, + 0.07438822090625763, + 0.055158987641334534, + 0.24922887980937958 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.0059578209184110165 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015140033792704344 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015140033792704344, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015140033792704344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06265636533498764, + 0.05987151712179184, + 0.03313865885138512, + 0.04694991558790207, + 0.08179324120283127, + 0.03134592995047569, + 0.4099087119102478, + 0.08859903365373611, + 0.07636488974094391, + 0.10937178134918213 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0015140033792704344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056263357400894165, + 0.2928314208984375, + 0.023744506761431694, + 0.021067969501018524, + 0.03239041566848755, + 0.02825806848704815, + 0.10977212339639664, + 0.08656026422977448, + 0.06394588947296143, + 0.2851659953594208 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.007627056445926428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tightly composed close-up shot, embodying the aesthetics of the ultimate martial arts hero, a princess reacts in a split second. The camera captures her from a slightly upward angle, emphasizing her extraordinary presence. Her hair is meticulously styled in a classically elegant updo, secured by a simple yet delicate jade hairpin. A few strands of wind-blown black hair cling to her smooth forehead. Her clear, phoenix-like eyes now pierce with a sharp gaze, revealing an unyielding will and unwavering composure in the face of danger. Her face is beautiful, yet her expression is solemn, her lips tightly pursed. She wears a tailored, deep purple silk ensemble, its lapels and cuffs embroidered with intricate silver cloud patterns, shimmering against the hazy moonlight. As an invisible, deadly attack strikes, she swiftly raises her left arm across her chest. From her fair palm, a pure, blazing blue flame erupts, quickly congealing into a translucent, circular shield rimmed with energy runes. When the attack slammed into the center of the shield, the entire scene shook violently. The blue flame shield became the only light source, dyeing her resolute face and the surrounding air with a mysterious and powerful blue halo. Circles of visible energy aftermath violently vibrated and spread out from the impact point, blowing her clothes and hair, creating a tense atmosphere of power and beauty intertwined, full of epic feeling.", + "seed": 29913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_6966_seed_29913_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00659052716800943, + "vlm_logprob": -0.00659052716800943, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.00659052716800943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00834951177239418 + ], + "opposite_logprob_tokens": [ + -4.883349418640137 + ], + "logprob_reward": -0.00834951177239418, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00834951177239418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15732376277446747, + 0.2486272007226944, + 0.10929201543331146, + 0.0773540586233139, + 0.058582406491041183, + 0.02405988797545433, + 0.0760822594165802, + 0.07479249686002731, + 0.053139571100473404, + 0.12074639648199081 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00834951177239418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052670761942863464 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.0052670761942863464, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052670761942863464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18912985920906067, + 0.23954182863235474, + 0.11423155665397644, + 0.08137299120426178, + 0.063462033867836, + 0.042947594076395035, + 0.04734395444393158, + 0.06690773367881775, + 0.06849785894155502, + 0.08656460046768188 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0052670761942863464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763415452092886 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.00763415452092886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763415452092886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12053081393241882, + 0.0788310170173645, + 0.08282653242349625, + 0.08847060799598694, + 0.09662596136331558, + 0.0954122543334961, + 0.054591644555330276, + 0.06847956031560898, + 0.1900153011083603, + 0.12421636283397675 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00763415452092886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006337541271932423 + ], + "opposite_logprob_tokens": [ + -7.375633716583252 + ], + "logprob_reward": -0.0006337541271932423, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006337541271932423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.123601995408535, + 0.15566737949848175, + 0.07249274849891663, + 0.10624060034751892, + 0.15668600797653198, + 0.052934397011995316, + 0.04823296144604683, + 0.07161874324083328, + 0.12287772446870804, + 0.08964741975069046 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0006337541271932423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068139225244522 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068139225244522, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068139225244522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10197453200817108, + 0.053781989961862564, + 0.058739326894283295, + 0.09564819186925888, + 0.09745145589113235, + 0.08055335283279419, + 0.08715318143367767, + 0.1773073971271515, + 0.12464962154626846, + 0.12274090945720673 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.011068139225244522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tightly composed close-up shot, embodying the aesthetics of the ultimate martial arts hero, a princess reacts in a split second. The camera captures her from a slightly upward angle, emphasizing her extraordinary presence. Her hair is meticulously styled in a classically elegant updo, secured by a simple yet delicate jade hairpin. A few strands of wind-blown black hair cling to her smooth forehead. Her clear, phoenix-like eyes now pierce with a sharp gaze, revealing an unyielding will and unwavering composure in the face of danger. Her face is beautiful, yet her expression is solemn, her lips tightly pursed. She wears a tailored, deep purple silk ensemble, its lapels and cuffs embroidered with intricate silver cloud patterns, shimmering against the hazy moonlight. As an invisible, deadly attack strikes, she swiftly raises her left arm across her chest. From her fair palm, a pure, blazing blue flame erupts, quickly congealing into a translucent, circular shield rimmed with energy runes. When the attack slammed into the center of the shield, the entire scene shook violently. The blue flame shield became the only light source, dyeing her resolute face and the surrounding air with a mysterious and powerful blue halo. Circles of visible energy aftermath violently vibrated and spread out from the impact point, blowing her clothes and hair, creating a tense atmosphere of power and beauty intertwined, full of epic feeling.", + "seed": 29914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_12/index_6966_seed_29914_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00635627907468006, + "vlm_logprob": -0.00635627907468006, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.00635627907468006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006927874870598316 + ], + "opposite_logprob_tokens": [ + -5.006927967071533 + ], + "logprob_reward": -0.006927874870598316, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006927874870598316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891980618238449, + 0.03966427966952324, + 0.30281221866607666, + 0.10231426358222961, + 0.08893615752458572, + 0.06943605840206146, + 0.04272778704762459, + 0.07414370775222778, + 0.04616764560341835, + 0.04459984973073006 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.006927874870598316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096873208880424 + ], + "opposite_logprob_tokens": [ + -4.141097068786621 + ], + "logprob_reward": -0.016096873208880424, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096873208880424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34586814045906067, + 0.06637036055326462, + 0.3165189027786255, + 0.08441948145627975, + 0.057883936911821365, + 0.055407214909791946, + 0.01655103825032711, + 0.022461559623479843, + 0.013682393357157707, + 0.02083698660135269 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.016096873208880424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643846768885851 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643846768885851, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643846768885851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10124335438013077, + 0.050251953303813934, + 0.3000020682811737, + 0.07764649391174316, + 0.18807032704353333, + 0.046908166259527206, + 0.05221676081418991, + 0.08590245991945267, + 0.04899713769555092, + 0.0487612783908844 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004643846768885851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009213017183355987 + ], + "opposite_logprob_tokens": [ + -7.000921249389648 + ], + "logprob_reward": -0.0009213017183355987, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009213017183355987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08958886563777924, + 0.05295133218169212, + 0.06425580382347107, + 0.0726323351264, + 0.41934648156166077, + 0.08526631444692612, + 0.045655522495508194, + 0.040307335555553436, + 0.07942142337560654, + 0.05057448893785477 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0009213017183355987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up of a princess?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward, and does the character wear a deep purple silk ensemble with silver cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character have black hair styled in an updo with a jade hairpin, and does she raise her left arm to form a blue flame shield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a violent impact where the blue shield becomes the primary light source, casting a blue halo on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible energy circles vibrating and spreading from the impact point while the character's clothes and hair are blown by the force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031914988067001104 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031914988067001104, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031914988067001104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06018414720892906, + 0.05279169976711273, + 0.03500189632177353, + 0.07042082399129868, + 0.10737419873476028, + 0.14956843852996826, + 0.040304217487573624, + 0.32626447081565857, + 0.08554263412952423, + 0.07254742830991745 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.0031914988067001104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_tensor([7625, 7625])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_tensor([7625, 7625])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..baafa20059da405d229180d30e41085647a04739 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_tensor([7625, 7625])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene reminiscent of a child's drawing, replete with childish brushstrokes and a flattened perspective, the camera begins with a dynamic, upward-looking angle, following a plump piglet, painted all over in vibrant pink, with simple black polka-dot eyes and a spiral tail. From the top of a vast haystack constructed from rough, thick yellow crayon lines, it glides rapidly downward, a trail of white, dynamic lines representing its speed in its wake. As it reaches the edge of the haystack, it leaps with all its might, performing a fluid, dramatic mid-air flip, its four tiny hooves stomping joyfully in the air. At the apex of its flip, the camera begins a rapid-fire cycle of focus shifts and jump cuts: one moment a close-up of the piglet in mid-air, the next abruptly cutting to the lower reaches of the haystack, where an audience of animals, also composed of simple geometric shapes—a wide-eyed cow, a clucking hen, and a fluffy sheep—raise their heads and open their mouths, cheering in the purest of ways. The rapid-fire editing is accompanied by a violent flickering of the screen, as if from a bright white flashbulb, each flicker fading the saturated colors of the frame into white. The entire scene is illuminated by strings of giant, brightly colored spheres suspended against a deep blue night sky, casting a warm, dappled glow and creating a party atmosphere that is both chaotic and joyful, brimming with childlike innocence and energy.", + "seed": 31622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_7625_seed_31622_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026521346531808376, + "vlm_logprob": -0.026521346531808376, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.026521346531808376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004314281977713108 + ], + "opposite_logprob_tokens": [ + -5.504314422607422 + ], + "logprob_reward": -0.004314281977713108, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004314281977713108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042172253131866455, + 0.17338848114013672, + 0.024912286549806595, + 0.03526539355516434, + 0.03750723972916603, + 0.03899943456053734, + 0.04352390393614769, + 0.44682902097702026, + 0.025316059589385986, + 0.13208594918251038 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.004314281977713108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495046079158783 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495046079158783, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495046079158783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336955726146698, + 0.2082313597202301, + 0.06539672613143921, + 0.0869860053062439, + 0.09294337034225464, + 0.052360743284225464, + 0.109681136906147, + 0.11412987858057022, + 0.06635715812444687, + 0.07021801918745041 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.05495046079158783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370317071676254 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370317071676254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370317071676254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0790812224149704, + 0.10864556580781937, + 0.04385991021990776, + 0.053621698170900345, + 0.07151290029287338, + 0.051000308245420456, + 0.06004625931382179, + 0.4135240912437439, + 0.0524352490901947, + 0.06627281755208969 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.03370317071676254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369107097387314 + ], + "opposite_logprob_tokens": [ + -3.408691167831421 + ], + "logprob_reward": -0.03369107097387314, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369107097387314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035657014697790146, + 0.08811935782432556, + 0.041003767400979996, + 0.18277356028556824, + 0.02988654002547264, + 0.04554225504398346, + 0.11184351146221161, + 0.10454468429088593, + 0.13868002593517303, + 0.22194932401180267 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.03369107097387314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030131660401821136, + 0.06773227453231812, + 0.03490244597196579, + 0.053339045494794846, + 0.035319749265909195, + 0.04745990037918091, + 0.1330200433731079, + 0.23873062431812286, + 0.06139030307531357, + 0.29797402024269104 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.005947748199105263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene reminiscent of a child's drawing, replete with childish brushstrokes and a flattened perspective, the camera begins with a dynamic, upward-looking angle, following a plump piglet, painted all over in vibrant pink, with simple black polka-dot eyes and a spiral tail. From the top of a vast haystack constructed from rough, thick yellow crayon lines, it glides rapidly downward, a trail of white, dynamic lines representing its speed in its wake. As it reaches the edge of the haystack, it leaps with all its might, performing a fluid, dramatic mid-air flip, its four tiny hooves stomping joyfully in the air. At the apex of its flip, the camera begins a rapid-fire cycle of focus shifts and jump cuts: one moment a close-up of the piglet in mid-air, the next abruptly cutting to the lower reaches of the haystack, where an audience of animals, also composed of simple geometric shapes—a wide-eyed cow, a clucking hen, and a fluffy sheep—raise their heads and open their mouths, cheering in the purest of ways. The rapid-fire editing is accompanied by a violent flickering of the screen, as if from a bright white flashbulb, each flicker fading the saturated colors of the frame into white. The entire scene is illuminated by strings of giant, brightly colored spheres suspended against a deep blue night sky, casting a warm, dappled glow and creating a party atmosphere that is both chaotic and joyful, brimming with childlike innocence and energy.", + "seed": 31623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_7625_seed_31623_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04717266410589218, + "vlm_logprob": -0.04717266410589218, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04717266410589218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006955813616514206 + ], + "opposite_logprob_tokens": [ + -5.006955623626709 + ], + "logprob_reward": -0.006955813616514206, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006955813616514206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05597616359591484, + 0.12375246733427048, + 0.04801992326974869, + 0.03156287595629692, + 0.04106193035840988, + 0.38162657618522644, + 0.05489826947450638, + 0.07937096804380417, + 0.059565335512161255, + 0.12416549772024155 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.006955813616514206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054950349032878876 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.054950349032878876, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054950349032878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.124435655772686, + 0.04201813414692879, + 0.021604755893349648, + 0.04228046536445618, + 0.08425650745630264, + 0.4275284707546234, + 0.04961158335208893, + 0.07256713509559631, + 0.08596517890691757, + 0.049732159823179245 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.054950349032878876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07648400962352753, + 0.1688157021999359, + 0.04526573419570923, + 0.038150303065776825, + 0.12839390337467194, + 0.1266142725944519, + 0.08897792547941208, + 0.08545586466789246, + 0.15112918615341187, + 0.09071307629346848 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702800333499908 + ], + "opposite_logprob_tokens": [ + -2.127027988433838 + ], + "logprob_reward": -0.12702800333499908, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702800333499908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10384733229875565, + 0.04991089925169945, + 0.06593290716409683, + 0.05264413356781006, + 0.20695938169956207, + 0.2555531859397888, + 0.052592549473047256, + 0.03469589352607727, + 0.06315919011831284, + 0.11470457166433334 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.12702800333499908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057436667382717 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057436667382717, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057436667382717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10942445695400238, + 0.08846114575862885, + 0.050003912299871445, + 0.03009420447051525, + 0.07416222244501114, + 0.04429492726922035, + 0.048121288418769836, + 0.024859782308340073, + 0.15979492664337158, + 0.3707831799983978 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02057436667382717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene reminiscent of a child's drawing, replete with childish brushstrokes and a flattened perspective, the camera begins with a dynamic, upward-looking angle, following a plump piglet, painted all over in vibrant pink, with simple black polka-dot eyes and a spiral tail. From the top of a vast haystack constructed from rough, thick yellow crayon lines, it glides rapidly downward, a trail of white, dynamic lines representing its speed in its wake. As it reaches the edge of the haystack, it leaps with all its might, performing a fluid, dramatic mid-air flip, its four tiny hooves stomping joyfully in the air. At the apex of its flip, the camera begins a rapid-fire cycle of focus shifts and jump cuts: one moment a close-up of the piglet in mid-air, the next abruptly cutting to the lower reaches of the haystack, where an audience of animals, also composed of simple geometric shapes—a wide-eyed cow, a clucking hen, and a fluffy sheep—raise their heads and open their mouths, cheering in the purest of ways. The rapid-fire editing is accompanied by a violent flickering of the screen, as if from a bright white flashbulb, each flicker fading the saturated colors of the frame into white. The entire scene is illuminated by strings of giant, brightly colored spheres suspended against a deep blue night sky, casting a warm, dappled glow and creating a party atmosphere that is both chaotic and joyful, brimming with childlike innocence and energy.", + "seed": 31624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_7625_seed_31624_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06655817478895187, + "vlm_logprob": -0.06655817478895187, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06655817478895187, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006147049367427826 + ], + "opposite_logprob_tokens": [ + -5.1311469078063965 + ], + "logprob_reward": -0.006147049367427826, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006147049367427826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1565064638853073, + 0.1565627008676529, + 0.09659969061613083, + 0.20841065049171448, + 0.044668763875961304, + 0.09783876687288284, + 0.08074398338794708, + 0.03872554749250412, + 0.042213860899209976, + 0.07772964984178543 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.006147049367427826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306500032544136 + ], + "opposite_logprob_tokens": [ + -3.168065071105957 + ], + "logprob_reward": -0.04306500032544136, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306500032544136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09060518443584442, + 0.20606990158557892, + 0.12388383597135544, + 0.09117365628480911, + 0.06454411149024963, + 0.07013034075498581, + 0.14086511731147766, + 0.05446548014879227, + 0.05414744094014168, + 0.10411495715379715 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.04306500032544136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09740994870662689, + 0.12612132728099823, + 0.09754109382629395, + 0.11347318440675735, + 0.12164866924285889, + 0.11843814700841904, + 0.12630309164524078, + 0.033981844782829285, + 0.047634709626436234, + 0.11744807660579681 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.03370743617415428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985668778419495 + ], + "opposite_logprob_tokens": [ + -1.8048566579818726 + ], + "logprob_reward": -0.17985668778419495, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985668778419495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09972988069057465, + 0.11109647154808044, + 0.0775582566857338, + 0.08806157112121582, + 0.08813030272722244, + 0.11078626662492752, + 0.1704430729150772, + 0.07012956589460373, + 0.10553990304470062, + 0.07852475345134735 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.17985668778419495 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001470029354095 + ], + "opposite_logprob_tokens": [ + -2.695014715194702 + ], + "logprob_reward": -0.07001470029354095, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001470029354095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08252791315317154, + 0.052161965519189835, + 0.025990178808569908, + 0.04577384144067764, + 0.05186546593904495, + 0.05397627875208855, + 0.13525040447711945, + 0.04020646959543228, + 0.05172819271683693, + 0.46051928400993347 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.07001470029354095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene reminiscent of a child's drawing, replete with childish brushstrokes and a flattened perspective, the camera begins with a dynamic, upward-looking angle, following a plump piglet, painted all over in vibrant pink, with simple black polka-dot eyes and a spiral tail. From the top of a vast haystack constructed from rough, thick yellow crayon lines, it glides rapidly downward, a trail of white, dynamic lines representing its speed in its wake. As it reaches the edge of the haystack, it leaps with all its might, performing a fluid, dramatic mid-air flip, its four tiny hooves stomping joyfully in the air. At the apex of its flip, the camera begins a rapid-fire cycle of focus shifts and jump cuts: one moment a close-up of the piglet in mid-air, the next abruptly cutting to the lower reaches of the haystack, where an audience of animals, also composed of simple geometric shapes—a wide-eyed cow, a clucking hen, and a fluffy sheep—raise their heads and open their mouths, cheering in the purest of ways. The rapid-fire editing is accompanied by a violent flickering of the screen, as if from a bright white flashbulb, each flicker fading the saturated colors of the frame into white. The entire scene is illuminated by strings of giant, brightly colored spheres suspended against a deep blue night sky, casting a warm, dappled glow and creating a party atmosphere that is both chaotic and joyful, brimming with childlike innocence and energy.", + "seed": 31625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_13/index_7625_seed_31625_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16106824157759547, + "vlm_logprob": -0.16106824157759547, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16106824157759547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007020448800176382 + ], + "opposite_logprob_tokens": [ + -5.007020473480225 + ], + "logprob_reward": -0.007020448800176382, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007020448800176382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2442406862974167, + 0.09461358934640884, + 0.14688368141651154, + 0.11586589366197586, + 0.09666696935892105, + 0.03045571781694889, + 0.06501046568155289, + 0.04103294759988785, + 0.03932499885559082, + 0.12590503692626953 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.007020448800176382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153973996639252 + ], + "opposite_logprob_tokens": [ + -1.7015397548675537 + ], + "logprob_reward": -0.20153973996639252, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153973996639252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3005014657974243, + 0.1395360380411148, + 0.0980384424328804, + 0.08305485546588898, + 0.08108435571193695, + 0.033374521881341934, + 0.028026500716805458, + 0.03214816749095917, + 0.1007087305188179, + 0.10352689772844315 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.20153973996639252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497201159596443 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497201159596443, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497201159596443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3170991837978363, + 0.127467080950737, + 0.09034708142280579, + 0.09545747935771942, + 0.10108970105648041, + 0.042170777916908264, + 0.058282170444726944, + 0.04904548078775406, + 0.03774547576904297, + 0.08129553496837616 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05497201159596443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288571774959564 + ], + "opposite_logprob_tokens": [ + -1.0538572072982788 + ], + "logprob_reward": -0.4288571774959564, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288571774959564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2997727394104004, + 0.11575878411531448, + 0.09152136743068695, + 0.10685833543539047, + 0.04669598862528801, + 0.05702393129467964, + 0.10641499608755112, + 0.02792663313448429, + 0.058853331953287125, + 0.08917384594678879 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.4288571774959564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump piglet painted in vibrant pink with black polka-dot eyes and a spiral tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the piglet glide rapidly downward from a vast haystack made of rough, thick yellow crayon lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the piglet perform a fluid mid-air flip with its four tiny hooves stomping joyfully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene accompanied by a rapid-fire cycle of focus shifts, jump cuts, and violent screen flickering that fades colors to white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there giant brightly colored spheres suspended against a deep blue night sky casting a warm, dappled glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295183002948761 + ], + "opposite_logprob_tokens": [ + -2.2379517555236816 + ], + "logprob_reward": -0.11295183002948761, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295183002948761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6545222401618958, + 0.05970470607280731, + 0.10256141424179077, + 0.052208010107278824, + 0.02076137065887451, + 0.01365271583199501, + 0.03059273771941662, + 0.008609258569777012, + 0.02587096393108368, + 0.03151663392782211 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11295183002948761 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_tensor([3070, 3070])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_tensor([3070, 3070])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7869cd3a4b6dd644d22cd5bf54e04d45b542db23 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_tensor([3070, 3070])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly descending drone shot captures a vast, tranquil lake, a deep indigo blue, like a flawless gem, bathed in the twilight's early pink-purple light. An elegant wooden flower boat, composed of dark, polished wood, glides steadily and deliberately from one side of the frame toward the center. As the camera descends and moves forward, details of the boat become increasingly clear: its hull and sails are adorned with an intricate garland of blooming pink peonies, white lilies, and lavender hyacinths, their petals dripping with glistening dewdrops. Rows of delicate lotus-shaped paper lanterns hang from the boat's sides, emitting a warm, soft orange glow that interplays with translucent gold and pink ribbons that flutter gently in the breeze. The boat's stern carves a V-shaped trail across the still water, transforming into soft, spreading ripples, shattering the lake's tranquility. The soft light of dusk and the warm light of lanterns interweave, casting dancing spots of light on the hull and giving the petals a dreamy golden edge. The whole picture is shrouded in a tranquil, romantic atmosphere full of fairy-tale magic.", + "seed": 28414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_3070_seed_28414_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0871083129197359, + "vlm_logprob": -0.0871083129197359, + "vlm_yes_no_margin": 3.349999952316284, + "vlm_token_credit": -0.0871083129197359, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3168339431285858 + ], + "opposite_logprob_tokens": [ + -1.3168339729309082 + ], + "logprob_reward": -0.3168339431285858, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3168339431285858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441250592470169, + 0.37174880504608154, + 0.03445642068982124, + 0.08807840198278427, + 0.037831008434295654, + 0.02418164536356926, + 0.1195676326751709, + 0.12822562456130981, + 0.023238297551870346, + 0.02854708954691887 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.3168339431285858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018203457817435265 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.018203457817435265, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018203457817435265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42652711272239685, + 0.07334897667169571, + 0.08556778728961945, + 0.029331015422940254, + 0.04037495329976082, + 0.042208120226860046, + 0.075295090675354, + 0.1081702783703804, + 0.04417799040675163, + 0.0749986544251442 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.018203457817435265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048647284507751465 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.048647284507751465, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048647284507751465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884624123573303, + 0.10841049253940582, + 0.07209479808807373, + 0.14934095740318298, + 0.10721219331026077, + 0.062201980501413345, + 0.10531017929315567, + 0.0980396643280983, + 0.03455505520105362, + 0.05398847162723541 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.048647284507751465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048669539391994476 + ], + "opposite_logprob_tokens": [ + -3.0486695766448975 + ], + "logprob_reward": -0.048669539391994476, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048669539391994476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18608666956424713, + 0.10326529294252396, + 0.0684913694858551, + 0.07217498123645782, + 0.04596862569451332, + 0.1281600147485733, + 0.10773663967847824, + 0.15984058380126953, + 0.07570114731788635, + 0.05257466807961464 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.048669539391994476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031873397529125214 + ], + "opposite_logprob_tokens": [ + -5.75318717956543 + ], + "logprob_reward": -0.0031873397529125214, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031873397529125214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18555894494056702, + 0.07619479298591614, + 0.03571188822388649, + 0.1234578937292099, + 0.05587036907672882, + 0.06825322657823563, + 0.09125090390443802, + 0.14928992092609406, + 0.061967551708221436, + 0.15244442224502563 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0031873397529125214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly descending drone shot captures a vast, tranquil lake, a deep indigo blue, like a flawless gem, bathed in the twilight's early pink-purple light. An elegant wooden flower boat, composed of dark, polished wood, glides steadily and deliberately from one side of the frame toward the center. As the camera descends and moves forward, details of the boat become increasingly clear: its hull and sails are adorned with an intricate garland of blooming pink peonies, white lilies, and lavender hyacinths, their petals dripping with glistening dewdrops. Rows of delicate lotus-shaped paper lanterns hang from the boat's sides, emitting a warm, soft orange glow that interplays with translucent gold and pink ribbons that flutter gently in the breeze. The boat's stern carves a V-shaped trail across the still water, transforming into soft, spreading ripples, shattering the lake's tranquility. The soft light of dusk and the warm light of lanterns interweave, casting dancing spots of light on the hull and giving the petals a dreamy golden edge. The whole picture is shrouded in a tranquil, romantic atmosphere full of fairy-tale magic.", + "seed": 28415, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_3070_seed_28415_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2045068120583892, + "vlm_logprob": -0.2045068120583892, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2045068120583892, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9015522003173828 + ], + "opposite_logprob_tokens": [ + -0.5265522003173828 + ], + "logprob_reward": -0.9015522003173828, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9015522003173828, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2299070656299591, + 0.2351377010345459, + 0.03853452950716019, + 0.03062336891889572, + 0.07986060529947281, + 0.03899528086185455, + 0.147134467959404, + 0.06650296598672867, + 0.07141322642564774, + 0.06189074367284775 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.9015522003173828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6470910906791687, + 0.2122722864151001, + 0.016583671793341637, + 0.008918545208871365, + 0.0059834374114871025, + 0.008053164929151535, + 0.017185959964990616, + 0.06899502128362656, + 0.007482101209461689, + 0.007434718776494265 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864523932337761 + ], + "opposite_logprob_tokens": [ + -3.048645257949829 + ], + "logprob_reward": -0.04864523932337761, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864523932337761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37972429394721985, + 0.08209456503391266, + 0.04758058115839958, + 0.040435656905174255, + 0.08814831078052521, + 0.07101015001535416, + 0.17296631634235382, + 0.04941755533218384, + 0.02381245605647564, + 0.04481013864278793 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.04864523932337761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307767376303673 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307767376303673, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307767376303673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1876770257949829, + 0.15638211369514465, + 0.09576984494924545, + 0.03719472140073776, + 0.04107246547937393, + 0.04518117383122444, + 0.14000204205513, + 0.21758268773555756, + 0.025180591270327568, + 0.053957339376211166 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.04307767376303673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175480887293816 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.018175480887293816, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018175480887293816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47691282629966736, + 0.05068521946668625, + 0.026135258376598358, + 0.012385930866003036, + 0.02341383323073387, + 0.040747951716184616, + 0.21136261522769928, + 0.09451951086521149, + 0.03733127936720848, + 0.026505552232265472 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.018175480887293816 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly descending drone shot captures a vast, tranquil lake, a deep indigo blue, like a flawless gem, bathed in the twilight's early pink-purple light. An elegant wooden flower boat, composed of dark, polished wood, glides steadily and deliberately from one side of the frame toward the center. As the camera descends and moves forward, details of the boat become increasingly clear: its hull and sails are adorned with an intricate garland of blooming pink peonies, white lilies, and lavender hyacinths, their petals dripping with glistening dewdrops. Rows of delicate lotus-shaped paper lanterns hang from the boat's sides, emitting a warm, soft orange glow that interplays with translucent gold and pink ribbons that flutter gently in the breeze. The boat's stern carves a V-shaped trail across the still water, transforming into soft, spreading ripples, shattering the lake's tranquility. The soft light of dusk and the warm light of lanterns interweave, casting dancing spots of light on the hull and giving the petals a dreamy golden edge. The whole picture is shrouded in a tranquil, romantic atmosphere full of fairy-tale magic.", + "seed": 28416, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_3070_seed_28416_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15738753248006104, + "vlm_logprob": -0.15738753248006104, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.15738753248006104, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.697201132774353 + ], + "opposite_logprob_tokens": [ + -0.697201132774353 + ], + "logprob_reward": -0.697201132774353, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.697201132774353, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11617382615804672, + 0.03240713104605675, + 0.06312786042690277, + 0.047518081963062286, + 0.04528943821787834, + 0.05732722952961922, + 0.19594717025756836, + 0.07932190597057343, + 0.19442974030971527, + 0.16845762729644775 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.697201132774353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645866833627224 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.007645866833627224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645866833627224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11098714172840118, + 0.13896603882312775, + 0.1366361528635025, + 0.041889436542987823, + 0.13169388473033905, + 0.024253549054265022, + 0.16598199307918549, + 0.06390438973903656, + 0.056459859013557434, + 0.12922759354114532 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.007645866833627224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946061223745346 + ], + "opposite_logprob_tokens": [ + -2.929945945739746 + ], + "logprob_reward": -0.054946061223745346, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946061223745346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14676061272621155, + 0.1707129031419754, + 0.0501408725976944, + 0.09188707172870636, + 0.03391599282622337, + 0.03976816311478615, + 0.08929469436407089, + 0.03937308117747307, + 0.08054947853088379, + 0.2575971484184265 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.054946061223745346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607646234333515 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607646234333515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607646234333515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06655649095773697, + 0.12320122867822647, + 0.03635276481509209, + 0.031029511243104935, + 0.10676144808530807, + 0.05049601197242737, + 0.2211192548274994, + 0.08177695423364639, + 0.0590544156730175, + 0.2236519157886505 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.01607646234333515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068139225244522 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068139225244522, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068139225244522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06867631524801254, + 0.04018549621105194, + 0.021045079454779625, + 0.060938503593206406, + 0.04395315423607826, + 0.03054085001349449, + 0.04096972197294235, + 0.036776769906282425, + 0.06490761041641235, + 0.5920065641403198 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.011068139225244522 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly descending drone shot captures a vast, tranquil lake, a deep indigo blue, like a flawless gem, bathed in the twilight's early pink-purple light. An elegant wooden flower boat, composed of dark, polished wood, glides steadily and deliberately from one side of the frame toward the center. As the camera descends and moves forward, details of the boat become increasingly clear: its hull and sails are adorned with an intricate garland of blooming pink peonies, white lilies, and lavender hyacinths, their petals dripping with glistening dewdrops. Rows of delicate lotus-shaped paper lanterns hang from the boat's sides, emitting a warm, soft orange glow that interplays with translucent gold and pink ribbons that flutter gently in the breeze. The boat's stern carves a V-shaped trail across the still water, transforming into soft, spreading ripples, shattering the lake's tranquility. The soft light of dusk and the warm light of lanterns interweave, casting dancing spots of light on the hull and giving the petals a dreamy golden edge. The whole picture is shrouded in a tranquil, romantic atmosphere full of fairy-tale magic.", + "seed": 28417, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_14/index_3070_seed_28417_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20587869733572006, + "vlm_logprob": -0.20587869733572006, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.20587869733572006, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9010827541351318 + ], + "opposite_logprob_tokens": [ + -0.5260827541351318 + ], + "logprob_reward": -0.9010827541351318, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9010827541351318, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0881056860089302, + 0.1983196884393692, + 0.03691732510924339, + 0.11672933399677277, + 0.03919246047735214, + 0.25418999791145325, + 0.10541955381631851, + 0.12571503221988678, + 0.019918793812394142, + 0.01549212820827961 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.9010827541351318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216572046279907 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216572046279907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216572046279907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15445969998836517, + 0.20544321835041046, + 0.0539858303964138, + 0.4083573520183563, + 0.025272902101278305, + 0.05342835560441017, + 0.02399202436208725, + 0.048786889761686325, + 0.018899671733379364, + 0.007374049164354801 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.014216572046279907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054379522800446 + ], + "opposite_logprob_tokens": [ + -3.1680543422698975 + ], + "logprob_reward": -0.043054379522800446, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054379522800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3614305257797241, + 0.09563952684402466, + 0.12495573610067368, + 0.07378106564283371, + 0.07098598778247833, + 0.12452621012926102, + 0.03491182625293732, + 0.06823068857192993, + 0.027318326756358147, + 0.01822017692029476 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.043054379522800446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497821792960167 + ], + "opposite_logprob_tokens": [ + -2.929978132247925 + ], + "logprob_reward": -0.05497821792960167, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497821792960167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957462966442108, + 0.1966143101453781, + 0.09270952641963959, + 0.07662472873926163, + 0.09762271493673325, + 0.14036621153354645, + 0.04085947573184967, + 0.036921367049217224, + 0.012722887098789215, + 0.009812520816922188 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.05497821792960167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a descending drone view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake deep indigo blue and bathed in early twilight pink-purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elegant wooden flower boat gliding from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boat's hull and sails adorned with pink peonies, white lilies, and lavender hyacinths dripping with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do rows of lotus-shaped paper lanterns emit a warm orange glow and hang from the boat's sides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061563044786453 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061563044786453, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061563044786453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.266965389251709, + 0.22596493363380432, + 0.036040086299180984, + 0.1466129720211029, + 0.0821499302983284, + 0.10346811264753342, + 0.03293443098664284, + 0.07927754521369934, + 0.01788443699479103, + 0.008702167309820652 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016061563044786453 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_tensor([4081, 4081])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_tensor([4081, 4081])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc531a61f622117c03c24a348d031685aeb17960 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_tensor([4081, 4081])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, eye-level medium shot captures a woman with a chic, short, slightly tousled bob, sitting at an outdoor cafe. She wears a short-sleeved shirt made of lightweight fabric with a delicate, pastel floral pattern against a cream background. She sits comfortably at a small, round cast-iron table on the sunny restaurant terrace, leaning slightly forward and holding a modern smartphone to her right ear. Amidst a lively conversation, a warm, relaxed smile graces her lips, her eyes crinkling slightly as she speaks, her head tilted with interest. Her left hand rests on the tabletop, her fingers leisurely stroking the rim of a glass of espresso iced tea. In the background, the restaurant's blurred facade, with its large windows and dark green awning, is visible, while the soft, out-of-focus shapes of other patrons create a gentle sense of ambient activity. The entire scene is illuminated by the warm midday sun, which filters through a large parasol, casting a soft, diffuse glow that eliminates harsh shadows and creates an overall relaxed, down-to-earth, and joyful atmosphere of a pleasant afternoon.", + "seed": 18320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_4081_seed_18320_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012486072070896626, + "vlm_logprob": -0.012486072070896626, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.012486072070896626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01113203726708889 + ], + "opposite_logprob_tokens": [ + -4.76113224029541 + ], + "logprob_reward": -0.01113203726708889, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01113203726708889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48409467935562134, + 0.1262061595916748, + 0.041700709611177444, + 0.04184851795434952, + 0.038522377610206604, + 0.037742581218481064, + 0.06398802995681763, + 0.04082481190562248, + 0.058013565838336945, + 0.06705854088068008 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01113203726708889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097922682762146 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.0097922682762146, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097922682762146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35024493932724, + 0.23519214987754822, + 0.08242239058017731, + 0.04270626977086067, + 0.05957596004009247, + 0.03811657056212425, + 0.05273883044719696, + 0.03238213434815407, + 0.03679332137107849, + 0.06982733309268951 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0097922682762146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623862475156784 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623862475156784, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623862475156784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40688034892082214, + 0.1674204170703888, + 0.08417156338691711, + 0.0478394478559494, + 0.055171966552734375, + 0.043942127376794815, + 0.041995249688625336, + 0.041792962700128555, + 0.032262008637189865, + 0.07852385938167572 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007623862475156784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793577268719673 + ], + "opposite_logprob_tokens": [ + -3.5297935009002686 + ], + "logprob_reward": -0.029793577268719673, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793577268719673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.316930890083313, + 0.08770512789487839, + 0.08030407130718231, + 0.10496560484170914, + 0.0592803917825222, + 0.05994275212287903, + 0.04036950692534447, + 0.10344931483268738, + 0.06666760891675949, + 0.0803847387433052 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.029793577268719673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088615067303181 + ], + "opposite_logprob_tokens": [ + -5.504088401794434 + ], + "logprob_reward": -0.004088615067303181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088615067303181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4214029610157013, + 0.13464008271694183, + 0.09851374477148056, + 0.03937334567308426, + 0.04226778447628021, + 0.06980760395526886, + 0.04048818722367287, + 0.02889496088027954, + 0.05725083872675896, + 0.06736049056053162 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004088615067303181 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot captures a woman with a chic, short, slightly tousled bob, sitting at an outdoor cafe. She wears a short-sleeved shirt made of lightweight fabric with a delicate, pastel floral pattern against a cream background. She sits comfortably at a small, round cast-iron table on the sunny restaurant terrace, leaning slightly forward and holding a modern smartphone to her right ear. Amidst a lively conversation, a warm, relaxed smile graces her lips, her eyes crinkling slightly as she speaks, her head tilted with interest. Her left hand rests on the tabletop, her fingers leisurely stroking the rim of a glass of espresso iced tea. In the background, the restaurant's blurred facade, with its large windows and dark green awning, is visible, while the soft, out-of-focus shapes of other patrons create a gentle sense of ambient activity. The entire scene is illuminated by the warm midday sun, which filters through a large parasol, casting a soft, diffuse glow that eliminates harsh shadows and creates an overall relaxed, down-to-earth, and joyful atmosphere of a pleasant afternoon.", + "seed": 18321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_4081_seed_18321_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02584016267210245, + "vlm_logprob": -0.02584016267210245, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02584016267210245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03726637363433838 + ], + "opposite_logprob_tokens": [ + -3.412266254425049 + ], + "logprob_reward": -0.03726637363433838, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03726637363433838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5123211145401001, + 0.10060009360313416, + 0.07154086232185364, + 0.07436470687389374, + 0.10165974497795105, + 0.019001005217432976, + 0.031647056341171265, + 0.027257738634943962, + 0.02621813490986824, + 0.03538961708545685 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03726637363433838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607411541044712 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607411541044712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607411541044712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2888951897621155, + 0.14948979020118713, + 0.05847916007041931, + 0.10866722464561462, + 0.13515563309192657, + 0.0565262995660305, + 0.05736797675490379, + 0.04296933859586716, + 0.056540265679359436, + 0.045909103006124496 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01607411541044712 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189423061907291 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189423061907291, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189423061907291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21267174184322357, + 0.06405013054609299, + 0.0535271055996418, + 0.12893782556056976, + 0.26399973034858704, + 0.08580475300550461, + 0.08348070830106735, + 0.02974553406238556, + 0.047647297382354736, + 0.030135193839669228 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.014189423061907291 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494323745369911 + ], + "opposite_logprob_tokens": [ + -2.929943323135376 + ], + "logprob_reward": -0.05494323745369911, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494323745369911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41544443368911743, + 0.08396460115909576, + 0.05887632817029953, + 0.06992370635271072, + 0.1611003577709198, + 0.04478905349969864, + 0.04744577035307884, + 0.03325562924146652, + 0.05572319030761719, + 0.029476961120963097 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05494323745369911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006727663800120354 + ], + "opposite_logprob_tokens": [ + -5.006727695465088 + ], + "logprob_reward": -0.006727663800120354, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006727663800120354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3566276729106903, + 0.1280268281698227, + 0.09303932636976242, + 0.07571743428707123, + 0.08283403515815735, + 0.04590430110692978, + 0.053458813577890396, + 0.04256424680352211, + 0.06154835969209671, + 0.060278989374637604 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006727663800120354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot captures a woman with a chic, short, slightly tousled bob, sitting at an outdoor cafe. She wears a short-sleeved shirt made of lightweight fabric with a delicate, pastel floral pattern against a cream background. She sits comfortably at a small, round cast-iron table on the sunny restaurant terrace, leaning slightly forward and holding a modern smartphone to her right ear. Amidst a lively conversation, a warm, relaxed smile graces her lips, her eyes crinkling slightly as she speaks, her head tilted with interest. Her left hand rests on the tabletop, her fingers leisurely stroking the rim of a glass of espresso iced tea. In the background, the restaurant's blurred facade, with its large windows and dark green awning, is visible, while the soft, out-of-focus shapes of other patrons create a gentle sense of ambient activity. The entire scene is illuminated by the warm midday sun, which filters through a large parasol, casting a soft, diffuse glow that eliminates harsh shadows and creates an overall relaxed, down-to-earth, and joyful atmosphere of a pleasant afternoon.", + "seed": 18322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_4081_seed_18322_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012244515819475055, + "vlm_logprob": -0.012244515819475055, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.012244515819475055, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013463648967444897 + ], + "opposite_logprob_tokens": [ + -4.388463497161865 + ], + "logprob_reward": -0.013463648967444897, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013463648967444897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3049013018608093, + 0.12782613933086395, + 0.08503513038158417, + 0.07403628528118134, + 0.10308360308408737, + 0.07592081278562546, + 0.05972567945718765, + 0.04611111432313919, + 0.053732965141534805, + 0.06962697952985764 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.013463648967444897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29337480664253235, + 0.14665769040584564, + 0.13226200640201569, + 0.05685243755578995, + 0.09732699394226074, + 0.05721866711974144, + 0.05609568953514099, + 0.04558319225907326, + 0.055255644023418427, + 0.05937284231185913 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00979132391512394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070968583226204 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011070968583226204, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070968583226204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21215330064296722, + 0.12374699860811234, + 0.10343293845653534, + 0.09529184550046921, + 0.1323784440755844, + 0.10437902063131332, + 0.06622502207756042, + 0.0590866282582283, + 0.04193674027919769, + 0.06136908009648323 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.011070968583226204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285046219825745 + ], + "opposite_logprob_tokens": [ + -3.773285150527954 + ], + "logprob_reward": -0.023285046219825745, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285046219825745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3625437021255493, + 0.1411382555961609, + 0.0772426426410675, + 0.12762001156806946, + 0.07033247500658035, + 0.042443301528692245, + 0.03413640335202217, + 0.04247815161943436, + 0.04928864166140556, + 0.05277642980217934 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023285046219825745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611591411754489 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.003611591411754489, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611591411754489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3036980926990509, + 0.2258080095052719, + 0.06449428200721741, + 0.04664674401283264, + 0.1062503308057785, + 0.04816198721528053, + 0.038921259343624115, + 0.04039008542895317, + 0.06594511866569519, + 0.059684090316295624 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.003611591411754489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot captures a woman with a chic, short, slightly tousled bob, sitting at an outdoor cafe. She wears a short-sleeved shirt made of lightweight fabric with a delicate, pastel floral pattern against a cream background. She sits comfortably at a small, round cast-iron table on the sunny restaurant terrace, leaning slightly forward and holding a modern smartphone to her right ear. Amidst a lively conversation, a warm, relaxed smile graces her lips, her eyes crinkling slightly as she speaks, her head tilted with interest. Her left hand rests on the tabletop, her fingers leisurely stroking the rim of a glass of espresso iced tea. In the background, the restaurant's blurred facade, with its large windows and dark green awning, is visible, while the soft, out-of-focus shapes of other patrons create a gentle sense of ambient activity. The entire scene is illuminated by the warm midday sun, which filters through a large parasol, casting a soft, diffuse glow that eliminates harsh shadows and creates an overall relaxed, down-to-earth, and joyful atmosphere of a pleasant afternoon.", + "seed": 18323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_15/index_4081_seed_18323_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011731951730325818, + "vlm_logprob": -0.011731951730325818, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.011731951730325818, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006970374844968319 + ], + "opposite_logprob_tokens": [ + -5.256970405578613 + ], + "logprob_reward": -0.006970374844968319, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006970374844968319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34824055433273315, + 0.14956143498420715, + 0.07658777385950089, + 0.06885547190904617, + 0.05528014525771141, + 0.05714016407728195, + 0.05846391245722771, + 0.05802290886640549, + 0.0526975616812706, + 0.07515009492635727 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006970374844968319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24321556091308594, + 0.2794657349586487, + 0.08689999580383301, + 0.09290261566638947, + 0.0522460862994194, + 0.04276907816529274, + 0.029261067509651184, + 0.033673543483018875, + 0.04924103990197182, + 0.0903252586722374 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624335587024689 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.007624335587024689, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624335587024689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2630884349346161, + 0.1905791163444519, + 0.1060522124171257, + 0.07536584138870239, + 0.09594085812568665, + 0.040170956403017044, + 0.04958970844745636, + 0.042694564908742905, + 0.05920260772109032, + 0.07731570303440094 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007624335587024689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979542873799801 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.02979542873799801, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979542873799801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19280438125133514, + 0.17052094638347626, + 0.10602094233036041, + 0.0830930694937706, + 0.07922574877738953, + 0.0712902769446373, + 0.03714212402701378, + 0.07933857291936874, + 0.08925534784793854, + 0.0913085788488388 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02979542873799801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have a short, slightly tousled bob hairstyle and wear a short-sleeved shirt with a pastel floral pattern on a cream background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman sitting at a small, round cast-iron table on a sunny restaurant terrace, holding a smartphone to her right ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman smiling with crinkled eyes and leaning forward while her left hand strokes the rim of a glass of iced tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a blurred restaurant facade with large windows and a dark green awning, illuminated by warm midday sun filtering through a parasol?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031863891053944826 + ], + "opposite_logprob_tokens": [ + -5.753186225891113 + ], + "logprob_reward": -0.0031863891053944826, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031863891053944826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2483181655406952, + 0.14568938314914703, + 0.14512261748313904, + 0.10244998335838318, + 0.10293299704790115, + 0.05058009922504425, + 0.03823576122522354, + 0.06255815923213959, + 0.030703915283083916, + 0.07340891659259796 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0031863891053944826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_tensor([2658, 2658])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_tensor([2658, 2658])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d05059b6b05b78ad724468ab21e90665404c066d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_tensor([2658, 2658])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic shot begins in mid-ground and slowly pans rightward, synchronizing with a small, carved boat. At dusk, Yang Guifei, dressed in a Tang Dynasty-style, chest-length ruqu (a traditional Chinese dress) in a criss-cross pattern of crimson and bright yellow, reclines on the brocade cushions of the boat's cabin. Her towering bun, adorned with delicate gold hairpins and pearl ornaments, trembles with the boat's gentle sway. The soft golden light of the setting sun filters through the mist, illuminating her elegant silk attire, the phoenix and peony designs embroidered in gold thread on the sleeves. Her face is like a silver disk, her eyes slightly tipsy, a languid smile lingering, her posture relaxed and relaxed. The boat, constructed of rich, dark wood, its sides and supports intricately carved with scrolling patterns, silently cuts across the mirror-like surface of the lake, leaving behind slowly spreading ripples that reflect the vibrant sunset glow on the horizon and the distant, misty silhouettes of green mountains. One of her delicate hands rested casually on the side of the boat, and her slender fingertips occasionally casually stroked the cool lake water. The whole picture was filled with an extremely tranquil, luxurious and poetic atmosphere in warm golden tones.", + "seed": 4194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_2658_seed_4194_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17282591480761766, + "vlm_logprob": -0.17282591480761766, + "vlm_yes_no_margin": 2.400000011920929, + "vlm_token_credit": -0.17282591480761766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20480220019817352 + ], + "opposite_logprob_tokens": [ + -1.70480215549469 + ], + "logprob_reward": -0.20480220019817352, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20480220019817352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7249548435211182, + 0.015259211882948875, + 0.03412451222538948, + 0.010297170840203762, + 0.024438725784420967, + 0.03579951450228691, + 0.06896626204252243, + 0.017030008137226105, + 0.016464095562696457, + 0.05266564339399338 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.20480220019817352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110763382166624 + ], + "opposite_logprob_tokens": [ + -4.511107444763184 + ], + "logprob_reward": -0.01110763382166624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110763382166624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6428073644638062, + 0.015866640955209732, + 0.024297935888171196, + 0.036800071597099304, + 0.011785333976149559, + 0.04767478257417679, + 0.01914355903863907, + 0.056151971220970154, + 0.046592071652412415, + 0.09888029843568802 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.01110763382166624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207555636763573 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207555636763573, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207555636763573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8521901965141296, + 0.010967510752379894, + 0.015791811048984528, + 0.025679845362901688, + 0.01850474625825882, + 0.009732850827276707, + 0.00935921911150217, + 0.008015953004360199, + 0.01348197739571333, + 0.03627578914165497 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.018207555636763573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28139397501945496 + ], + "opposite_logprob_tokens": [ + -1.4063940048217773 + ], + "logprob_reward": -0.28139397501945496, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28139397501945496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4455980062484741, + 0.032183870673179626, + 0.0237311702221632, + 0.03423741087317467, + 0.022573214024305344, + 0.0810735821723938, + 0.04337657615542412, + 0.03300638869404793, + 0.1509466916322708, + 0.13327310979366302 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.28139397501945496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861820936203003 + ], + "opposite_logprob_tokens": [ + -1.2236182689666748 + ], + "logprob_reward": -0.34861820936203003, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34861820936203003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35316962003707886, + 0.05877536162734032, + 0.032589904963970184, + 0.023549389094114304, + 0.03631167113780975, + 0.08907552808523178, + 0.013108771294355392, + 0.02697349712252617, + 0.0916195884346962, + 0.27482670545578003 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.34861820936203003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic shot begins in mid-ground and slowly pans rightward, synchronizing with a small, carved boat. At dusk, Yang Guifei, dressed in a Tang Dynasty-style, chest-length ruqu (a traditional Chinese dress) in a criss-cross pattern of crimson and bright yellow, reclines on the brocade cushions of the boat's cabin. Her towering bun, adorned with delicate gold hairpins and pearl ornaments, trembles with the boat's gentle sway. The soft golden light of the setting sun filters through the mist, illuminating her elegant silk attire, the phoenix and peony designs embroidered in gold thread on the sleeves. Her face is like a silver disk, her eyes slightly tipsy, a languid smile lingering, her posture relaxed and relaxed. The boat, constructed of rich, dark wood, its sides and supports intricately carved with scrolling patterns, silently cuts across the mirror-like surface of the lake, leaving behind slowly spreading ripples that reflect the vibrant sunset glow on the horizon and the distant, misty silhouettes of green mountains. One of her delicate hands rested casually on the side of the boat, and her slender fingertips occasionally casually stroked the cool lake water. The whole picture was filled with an extremely tranquil, luxurious and poetic atmosphere in warm golden tones.", + "seed": 4195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_2658_seed_4195_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1747814506292343, + "vlm_logprob": -0.1747814506292343, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1747814506292343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11408187448978424 + ], + "opposite_logprob_tokens": [ + -2.239081859588623 + ], + "logprob_reward": -0.11408187448978424, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11408187448978424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08129774034023285, + 0.059757690876722336, + 0.04958794638514519, + 0.08792933821678162, + 0.016102414578199387, + 0.018266940489411354, + 0.46422654390335083, + 0.012243435718119144, + 0.035607077181339264, + 0.17498096823692322 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.11408187448978424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007650953717529774 + ], + "opposite_logprob_tokens": [ + -4.882650852203369 + ], + "logprob_reward": -0.007650953717529774, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007650953717529774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23548881709575653, + 0.10990673303604126, + 0.035551585257053375, + 0.04612138494849205, + 0.057269129902124405, + 0.02434263750910759, + 0.3173442780971527, + 0.0709138885140419, + 0.05692538991570473, + 0.046136122196912766 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.007650953717529774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793448261916637 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793448261916637, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793448261916637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16683772206306458, + 0.21541543304920197, + 0.07976867258548737, + 0.0626576766371727, + 0.035425759851932526, + 0.03669705614447594, + 0.27397096157073975, + 0.03863900527358055, + 0.030377181246876717, + 0.06021054461598396 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.009793448261916637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349849700927734 + ], + "opposite_logprob_tokens": [ + -1.3134984970092773 + ], + "logprob_reward": -0.31349849700927734, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349849700927734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13664619624614716, + 0.22259855270385742, + 0.038191281259059906, + 0.03271913155913353, + 0.02721279487013817, + 0.022342178970575333, + 0.31930169463157654, + 0.019957270473241806, + 0.11589344590902328, + 0.06513751298189163 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.31349849700927734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288824796676636 + ], + "opposite_logprob_tokens": [ + -1.0538824796676636 + ], + "logprob_reward": -0.4288824796676636, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288824796676636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11202745139598846, + 0.10228712111711502, + 0.056695230305194855, + 0.060999512672424316, + 0.04124386981129646, + 0.056941911578178406, + 0.1831440031528473, + 0.054911550134420395, + 0.11571325361728668, + 0.2160361409187317 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.4288824796676636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic shot begins in mid-ground and slowly pans rightward, synchronizing with a small, carved boat. At dusk, Yang Guifei, dressed in a Tang Dynasty-style, chest-length ruqu (a traditional Chinese dress) in a criss-cross pattern of crimson and bright yellow, reclines on the brocade cushions of the boat's cabin. Her towering bun, adorned with delicate gold hairpins and pearl ornaments, trembles with the boat's gentle sway. The soft golden light of the setting sun filters through the mist, illuminating her elegant silk attire, the phoenix and peony designs embroidered in gold thread on the sleeves. Her face is like a silver disk, her eyes slightly tipsy, a languid smile lingering, her posture relaxed and relaxed. The boat, constructed of rich, dark wood, its sides and supports intricately carved with scrolling patterns, silently cuts across the mirror-like surface of the lake, leaving behind slowly spreading ripples that reflect the vibrant sunset glow on the horizon and the distant, misty silhouettes of green mountains. One of her delicate hands rested casually on the side of the boat, and her slender fingertips occasionally casually stroked the cool lake water. The whole picture was filled with an extremely tranquil, luxurious and poetic atmosphere in warm golden tones.", + "seed": 4196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_2658_seed_4196_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14245917834341526, + "vlm_logprob": -0.14245917834341526, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.14245917834341526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12868261337280273 + ], + "opposite_logprob_tokens": [ + -2.1286826133728027 + ], + "logprob_reward": -0.12868261337280273, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12868261337280273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0457129031419754, + 0.017816690728068352, + 0.04247695952653885, + 0.012793575413525105, + 0.014367233961820602, + 0.05372607335448265, + 0.5177720189094543, + 0.24744941294193268, + 0.0434223935008049, + 0.004462690558284521 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.12868261337280273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098910123109818 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.011098910123109818, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098910123109818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043540991842746735, + 0.04648872837424278, + 0.21859773993492126, + 0.05131334438920021, + 0.027898874133825302, + 0.06333479285240173, + 0.33870476484298706, + 0.15079732239246368, + 0.045694734901189804, + 0.01362873800098896 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.011098910123109818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097969900816679 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.0097969900816679, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097969900816679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03422959893941879, + 0.022612439468503, + 0.11518745869398117, + 0.016142291948199272, + 0.011206789873540401, + 0.0272993054240942, + 0.5589204430580139, + 0.10880710929632187, + 0.08741168677806854, + 0.018182896077632904 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.0097969900816679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813900113105774 + ], + "opposite_logprob_tokens": [ + -1.4063899517059326 + ], + "logprob_reward": -0.2813900113105774, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813900113105774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03769039362668991, + 0.013530529104173183, + 0.06364832073450089, + 0.006019206251949072, + 0.01785995066165924, + 0.01371042151004076, + 0.7306001782417297, + 0.03775842860341072, + 0.067359060049057, + 0.011823449283838272 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.2813900113105774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132736682891846 + ], + "opposite_logprob_tokens": [ + -1.4063273668289185 + ], + "logprob_reward": -0.28132736682891846, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132736682891846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0394783578813076, + 0.011612238362431526, + 0.17050933837890625, + 0.03643280640244484, + 0.018641484901309013, + 0.042413994669914246, + 0.6498720049858093, + 0.008652860298752785, + 0.010184500366449356, + 0.012202374637126923 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.28132736682891846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic shot begins in mid-ground and slowly pans rightward, synchronizing with a small, carved boat. At dusk, Yang Guifei, dressed in a Tang Dynasty-style, chest-length ruqu (a traditional Chinese dress) in a criss-cross pattern of crimson and bright yellow, reclines on the brocade cushions of the boat's cabin. Her towering bun, adorned with delicate gold hairpins and pearl ornaments, trembles with the boat's gentle sway. The soft golden light of the setting sun filters through the mist, illuminating her elegant silk attire, the phoenix and peony designs embroidered in gold thread on the sleeves. Her face is like a silver disk, her eyes slightly tipsy, a languid smile lingering, her posture relaxed and relaxed. The boat, constructed of rich, dark wood, its sides and supports intricately carved with scrolling patterns, silently cuts across the mirror-like surface of the lake, leaving behind slowly spreading ripples that reflect the vibrant sunset glow on the horizon and the distant, misty silhouettes of green mountains. One of her delicate hands rested casually on the side of the boat, and her slender fingertips occasionally casually stroked the cool lake water. The whole picture was filled with an extremely tranquil, luxurious and poetic atmosphere in warm golden tones.", + "seed": 4197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_2/index_2658_seed_4197_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17858230452984572, + "vlm_logprob": -0.17858230452984572, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.17858230452984572, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3147079646587372 + ], + "opposite_logprob_tokens": [ + -1.3147079944610596 + ], + "logprob_reward": -0.3147079646587372, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3147079646587372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22023692727088928, + 0.11159506440162659, + 0.06545331329107285, + 0.10289889574050903, + 0.20983953773975372, + 0.06115571781992912, + 0.044833406805992126, + 0.07092564553022385, + 0.08717037737369537, + 0.02589109167456627 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.3147079646587372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756673566997051 + ], + "opposite_logprob_tokens": [ + -5.006756782531738 + ], + "logprob_reward": -0.006756673566997051, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756673566997051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17478784918785095, + 0.12914735078811646, + 0.16710980236530304, + 0.17419183254241943, + 0.06432153284549713, + 0.05338692292571068, + 0.051514800637960434, + 0.051321737468242645, + 0.06997120380401611, + 0.0642469972372055 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.006756673566997051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865151360630989 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.00865151360630989, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865151360630989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1689298301935196, + 0.112281434237957, + 0.1353103667497635, + 0.1829134225845337, + 0.07681790739297867, + 0.025349514558911324, + 0.07738287001848221, + 0.06121846288442612, + 0.1291375607252121, + 0.030658608302474022 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.00865151360630989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814558446407318 + ], + "opposite_logprob_tokens": [ + -1.4064558744430542 + ], + "logprob_reward": -0.2814558446407318, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814558446407318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15060371160507202, + 0.12462576478719711, + 0.06104011833667755, + 0.16170254349708557, + 0.23333284258842468, + 0.04150132089853287, + 0.09692328423261642, + 0.021487323567271233, + 0.03375329449772835, + 0.0750298947095871 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.2814558446407318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a small, carved boat constructed of rich dark wood with scrolling patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a Tang Dynasty-style chest-length ruqu dress in a criss-cross pattern of crimson and bright yellow visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman reclining on brocade cushions inside the boat's cabin with her face pale and a languid smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's hair bun adorned with gold hairpins and pearl ornaments tremble as the boat sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in the mid-ground and slowly pan rightward while the boat cuts across the lake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133952617645264 + ], + "opposite_logprob_tokens": [ + -1.4063395261764526 + ], + "logprob_reward": -0.28133952617645264, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133952617645264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27917158603668213, + 0.20644503831863403, + 0.07694615423679352, + 0.08264905959367752, + 0.0718688815832138, + 0.07229877263307571, + 0.07097793370485306, + 0.04312213882803917, + 0.054279059171676636, + 0.04224139451980591 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.28133952617645264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_tensor([3137, 3137])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_tensor([3137, 3137])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0613f2c5487dcd9f62d879f98081e620f92f2719 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_tensor([3137, 3137])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning high-angle wide shot captures the scene, the camera panning slowly and steadily from left to right, revealing a seemingly boundless expanse of a ripe wheat field bathed in the brilliant midday sun. Dense golden stalks, laden with ripe grains, create a richly textured, undulating sea of amber and gold that stretches to the distant, hazy horizon. Powerful, unseen gusts of wind sweep across the land, choreographing the field into a mesmerizing dance; the stalks bend and rise in flowing, rippling waves, forming intricate, ever-shifting patterns of swirls and ephemeral spirals that chase each other across the surface. Above, the perfectly clear, azure sky contrasts starkly and beautifully with the warm tones below, its vastness magnifying the scale of the scene. The intense sunlight casts minimal shadows, causing the entire field to shimmer with a dazzling, breathtaking light, creating an atmosphere of profound peace, quiet majesty, and the raw, untamed beauty of nature in motion.", + "seed": 23250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_3137_seed_23250_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15483213239349425, + "vlm_logprob": -0.15483213239349425, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.15483213239349425, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01699608750641346 + ], + "opposite_logprob_tokens": [ + -4.516995906829834 + ], + "logprob_reward": -0.01699608750641346, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01699608750641346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25027573108673096, + 0.11570736765861511, + 0.10918659716844559, + 0.08887694776058197, + 0.08087091892957687, + 0.08922228217124939, + 0.0963660255074501, + 0.05769973620772362, + 0.07069003582000732, + 0.041104383766651154 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01699608750641346 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693391740322113 + ], + "opposite_logprob_tokens": [ + -0.693391740322113 + ], + "logprob_reward": -0.693391740322113, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693391740322113, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32942336797714233, + 0.1738864630460739, + 0.24391470849514008, + 0.029975518584251404, + 0.02094637043774128, + 0.032169368118047714, + 0.07850493490695953, + 0.05019921809434891, + 0.02302008680999279, + 0.017959969118237495 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.693391740322113 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011835244949907064 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011835244949907064, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011835244949907064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28246769309043884, + 0.199771910905838, + 0.10135765373706818, + 0.04513783007860184, + 0.06073150411248207, + 0.14465466141700745, + 0.07513434439897537, + 0.024632740765810013, + 0.020267833024263382, + 0.04584381729364395 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0011835244949907064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496343597769737 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496343597769737, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496343597769737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13583455979824066, + 0.12158104032278061, + 0.20705822110176086, + 0.06674133241176605, + 0.07443130016326904, + 0.09968264400959015, + 0.11511511355638504, + 0.047120723873376846, + 0.08621424436569214, + 0.046220812946558 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.05496343597769737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625873666256666 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625873666256666, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625873666256666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19797717034816742, + 0.08485238999128342, + 0.17852167785167694, + 0.09472386538982391, + 0.09938233345746994, + 0.07471878826618195, + 0.10159731656312943, + 0.05799856036901474, + 0.05721058323979378, + 0.053017325699329376 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.007625873666256666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide shot captures the scene, the camera panning slowly and steadily from left to right, revealing a seemingly boundless expanse of a ripe wheat field bathed in the brilliant midday sun. Dense golden stalks, laden with ripe grains, create a richly textured, undulating sea of amber and gold that stretches to the distant, hazy horizon. Powerful, unseen gusts of wind sweep across the land, choreographing the field into a mesmerizing dance; the stalks bend and rise in flowing, rippling waves, forming intricate, ever-shifting patterns of swirls and ephemeral spirals that chase each other across the surface. Above, the perfectly clear, azure sky contrasts starkly and beautifully with the warm tones below, its vastness magnifying the scale of the scene. The intense sunlight casts minimal shadows, causing the entire field to shimmer with a dazzling, breathtaking light, creating an atmosphere of profound peace, quiet majesty, and the raw, untamed beauty of nature in motion.", + "seed": 23251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_3137_seed_23251_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12314646572340279, + "vlm_logprob": -0.12314646572340279, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.12314646572340279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01434866338968277 + ], + "opposite_logprob_tokens": [ + -4.88934850692749 + ], + "logprob_reward": -0.01434866338968277, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.01434866338968277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037619251757860184, + 0.07925055921077728, + 0.047316618263721466, + 0.006621328182518482, + 0.7804319858551025, + 0.012090877629816532, + 0.004985450766980648, + 0.006363621912896633, + 0.003712014527991414, + 0.021608348935842514 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.01434866338968277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761979222297668 + ], + "opposite_logprob_tokens": [ + -0.8261979222297668 + ], + "logprob_reward": -0.5761979222297668, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761979222297668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03332573175430298, + 0.06701153516769409, + 0.03930475935339928, + 0.030810518190264702, + 0.39277198910713196, + 0.016038550063967705, + 0.013057544827461243, + 0.04767699912190437, + 0.023389184847474098, + 0.3366132378578186 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.5761979222297668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046229270286858 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.001046229270286858, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046229270286858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017535725608468056, + 0.13597026467323303, + 0.05133630335330963, + 0.010453556664288044, + 0.750754714012146, + 0.0030345681589096785, + 0.001880243537016213, + 0.006144849117845297, + 0.003511233953759074, + 0.019378572702407837 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.001046229270286858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014659328386187553, + 0.1798567920923233, + 0.045532360672950745, + 0.020261675119400024, + 0.6156613230705261, + 0.006837843451648951, + 0.004261914175003767, + 0.031214606016874313, + 0.006206132471561432, + 0.07550797611474991 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016656672582030296, + 0.004175849258899689, + 0.012543430551886559, + 0.00747298076748848, + 0.9232820272445679, + 0.007218342740088701, + 0.0022418175358325243, + 0.0032292127143591642, + 0.0030749477446079254, + 0.020104797556996346 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.005948815029114485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide shot captures the scene, the camera panning slowly and steadily from left to right, revealing a seemingly boundless expanse of a ripe wheat field bathed in the brilliant midday sun. Dense golden stalks, laden with ripe grains, create a richly textured, undulating sea of amber and gold that stretches to the distant, hazy horizon. Powerful, unseen gusts of wind sweep across the land, choreographing the field into a mesmerizing dance; the stalks bend and rise in flowing, rippling waves, forming intricate, ever-shifting patterns of swirls and ephemeral spirals that chase each other across the surface. Above, the perfectly clear, azure sky contrasts starkly and beautifully with the warm tones below, its vastness magnifying the scale of the scene. The intense sunlight casts minimal shadows, causing the entire field to shimmer with a dazzling, breathtaking light, creating an atmosphere of profound peace, quiet majesty, and the raw, untamed beauty of nature in motion.", + "seed": 23252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_3137_seed_23252_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1406036095460877, + "vlm_logprob": -0.1406036095460877, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.1406036095460877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013462590985000134 + ], + "opposite_logprob_tokens": [ + -5.013462543487549 + ], + "logprob_reward": -0.013462590985000134, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.013462590985000134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30534127354621887, + 0.1426096111536026, + 0.04162630811333656, + 0.029569575563073158, + 0.06649594008922577, + 0.12271229177713394, + 0.03790944442152977, + 0.08780320733785629, + 0.11401765793561935, + 0.05191474407911301 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.013462590985000134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762109160423279 + ], + "opposite_logprob_tokens": [ + -0.8262109160423279 + ], + "logprob_reward": -0.5762109160423279, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762109160423279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15518999099731445, + 0.023401755839586258, + 0.03488738089799881, + 0.07973882555961609, + 0.032653484493494034, + 0.17471225559711456, + 0.040001656860113144, + 0.06718520820140839, + 0.2417403608560562, + 0.15048913657665253 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.5762109160423279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019449143437668681 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019449143437668681, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019449143437668681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15026159584522247, + 0.04236135259270668, + 0.020644817501306534, + 0.03478438779711723, + 0.04080399125814438, + 0.24892155826091766, + 0.03107559308409691, + 0.05672510713338852, + 0.2908884584903717, + 0.08353316783905029 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0019449143437668681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032358765602112 + ], + "opposite_logprob_tokens": [ + -2.3503236770629883 + ], + "logprob_reward": -0.10032358765602112, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032358765602112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39352574944496155, + 0.06966293603181839, + 0.03760813549160957, + 0.11524955928325653, + 0.04622458666563034, + 0.0697181448340416, + 0.09463433176279068, + 0.03531759977340698, + 0.0731339231133461, + 0.06492505967617035 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.10032358765602112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21480226516723633, + 0.04284415394067764, + 0.043039362877607346, + 0.02805083617568016, + 0.030660495162010193, + 0.29177284240722656, + 0.054389722645282745, + 0.057318925857543945, + 0.16127924621105194, + 0.07584214955568314 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.01107603870332241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide shot captures the scene, the camera panning slowly and steadily from left to right, revealing a seemingly boundless expanse of a ripe wheat field bathed in the brilliant midday sun. Dense golden stalks, laden with ripe grains, create a richly textured, undulating sea of amber and gold that stretches to the distant, hazy horizon. Powerful, unseen gusts of wind sweep across the land, choreographing the field into a mesmerizing dance; the stalks bend and rise in flowing, rippling waves, forming intricate, ever-shifting patterns of swirls and ephemeral spirals that chase each other across the surface. Above, the perfectly clear, azure sky contrasts starkly and beautifully with the warm tones below, its vastness magnifying the scale of the scene. The intense sunlight casts minimal shadows, causing the entire field to shimmer with a dazzling, breathtaking light, creating an atmosphere of profound peace, quiet majesty, and the raw, untamed beauty of nature in motion.", + "seed": 23253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_3/index_3137_seed_23253_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12314178723026999, + "vlm_logprob": -0.12314178723026999, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.12314178723026999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015013320371508598 + ], + "opposite_logprob_tokens": [ + -5.265013217926025 + ], + "logprob_reward": -0.015013320371508598, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.015013320371508598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11865510791540146, + 0.05681007355451584, + 0.023174099624156952, + 0.04334789514541626, + 0.051859598606824875, + 0.013666206039488316, + 0.4408489167690277, + 0.16454380750656128, + 0.04090020805597305, + 0.046194035559892654 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.015013320371508598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761723518371582 + ], + "opposite_logprob_tokens": [ + -0.8261723518371582 + ], + "logprob_reward": -0.5761723518371582, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761723518371582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0798967033624649, + 0.06694833189249039, + 0.07090287655591965, + 0.051346685737371445, + 0.06310221552848816, + 0.041728951036930084, + 0.09320937842130661, + 0.3718167543411255, + 0.0775463804602623, + 0.08350175619125366 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.5761723518371582 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003904534096363932 + ], + "opposite_logprob_tokens": [ + -7.875390529632568 + ], + "logprob_reward": -0.0003904534096363932, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003904534096363932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09704618901014328, + 0.04572048410773277, + 0.08031926304101944, + 0.08030159026384354, + 0.18574367463588715, + 0.024570288136601448, + 0.25161442160606384, + 0.06457480043172836, + 0.01913556642830372, + 0.15097378194332123 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.0003904534096363932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186602741479874 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186602741479874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186602741479874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19738830626010895, + 0.0364847257733345, + 0.030064309015870094, + 0.2718212306499481, + 0.0643632784485817, + 0.023565705865621567, + 0.1904321014881134, + 0.0883890837430954, + 0.042785078287124634, + 0.05470616742968559 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.018186602741479874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a ripe wheat field with dense golden stalks under a clear azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wheat stalks bend and rise in flowing, rippling waves due to wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting bright midday sunlight with minimal shadows causing the field to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278425008058548, + 0.10512953251600266, + 0.13711410760879517, + 0.028043199330568314, + 0.08481846749782562, + 0.04459327086806297, + 0.22796760499477386, + 0.13590475916862488, + 0.021229244768619537, + 0.0873573049902916 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.005946207791566849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_tensor([5960, 5960])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_tensor([5960, 5960])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7b88170d857619b3db8fa41ccd3f816ff2a610f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_tensor([5960, 5960])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot depicts a tense, silent confrontation in the hallowed quiet of a wood-paneled academic library. At a large, polished mahogany table, a young man with shaggy black hair leans forward, an impassioned look of frustration written across his face. Wearing a comfortable, dark green cardigan, they repeatedly gesture with their index finger to a tablet on the table. The tablet's screen emits a bright, cool digital glow, casting a stark blue light on their faces and hands, illuminating the complex data charts visible on the display. An older man seated opposite, dressed in a formal dark tweed blazer and a crisp white collared shirt, remains erect, his posture a wall of defiance. His silver-gray hair is impossibly neatly trimmed, his face a mask of resolute misunderstanding. He shakes his head slowly and stubbornly, his lips pressed into a thin line, his gaze deliberately averted, refusing even a glance at the glowing screen. The warm golden light from a classic green-shaded bank lamp on the table illuminates the scene, creating deep shadows that contrast with the cool glow of the tablet, visually emphasizing the generational and ideological clash. The background is filled with tall, dimly lit bookshelves filled with old leather-bound books, creating a heavy academic atmosphere, imbued with the weight of tradition and unspoken disagreements.", + "seed": 20021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_5960_seed_20021_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5465507008135319, + "vlm_logprob": -0.5465507008135319, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.5465507008135319, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5794427394866943 + ], + "opposite_logprob_tokens": [ + -0.07944262772798538 + ], + "logprob_reward": -2.5794427394866943, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5794427394866943, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34067806601524353, + 0.15957540273666382, + 0.09813881665468216, + 0.04499988257884979, + 0.04872928932309151, + 0.06532811373472214, + 0.08371635526418686, + 0.06037093326449394, + 0.04019554331898689, + 0.05826762318611145 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.5794427394866943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05513233318924904 + ], + "opposite_logprob_tokens": [ + -2.9301323890686035 + ], + "logprob_reward": -0.05513233318924904, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05513233318924904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3383307456970215, + 0.14964555203914642, + 0.08015095442533493, + 0.05618516355752945, + 0.04324235022068024, + 0.06564167886972427, + 0.08054330945014954, + 0.06759116798639297, + 0.06380371749401093, + 0.05486534908413887 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.05513233318924904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033714812248945236 + ], + "opposite_logprob_tokens": [ + -3.408714771270752 + ], + "logprob_reward": -0.033714812248945236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033714812248945236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3107815980911255, + 0.14322561025619507, + 0.08046968281269073, + 0.056473784148693085, + 0.05766754224896431, + 0.059481170028448105, + 0.10168136656284332, + 0.06817027926445007, + 0.03409307822585106, + 0.08795592188835144 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033714812248945236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811394050717354 + ], + "opposite_logprob_tokens": [ + -3.288113832473755 + ], + "logprob_reward": -0.03811394050717354, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811394050717354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28685182332992554, + 0.16845524311065674, + 0.051461078226566315, + 0.039876632392406464, + 0.1598336100578308, + 0.03556559234857559, + 0.061590179800987244, + 0.04833715036511421, + 0.05255867913365364, + 0.09547004103660583 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03811394050717354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25834977626800537, + 0.13979963958263397, + 0.1590469777584076, + 0.03805224224925041, + 0.07899477332830429, + 0.07445413619279861, + 0.07332873344421387, + 0.05844162404537201, + 0.02946295216679573, + 0.09006914496421814 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02634967863559723 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot depicts a tense, silent confrontation in the hallowed quiet of a wood-paneled academic library. At a large, polished mahogany table, a young man with shaggy black hair leans forward, an impassioned look of frustration written across his face. Wearing a comfortable, dark green cardigan, they repeatedly gesture with their index finger to a tablet on the table. The tablet's screen emits a bright, cool digital glow, casting a stark blue light on their faces and hands, illuminating the complex data charts visible on the display. An older man seated opposite, dressed in a formal dark tweed blazer and a crisp white collared shirt, remains erect, his posture a wall of defiance. His silver-gray hair is impossibly neatly trimmed, his face a mask of resolute misunderstanding. He shakes his head slowly and stubbornly, his lips pressed into a thin line, his gaze deliberately averted, refusing even a glance at the glowing screen. The warm golden light from a classic green-shaded bank lamp on the table illuminates the scene, creating deep shadows that contrast with the cool glow of the tablet, visually emphasizing the generational and ideological clash. The background is filled with tall, dimly lit bookshelves filled with old leather-bound books, creating a heavy academic atmosphere, imbued with the weight of tradition and unspoken disagreements.", + "seed": 20022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_5960_seed_20022_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21909628557041289, + "vlm_logprob": -0.21909628557041289, + "vlm_yes_no_margin": 3.625000011920929, + "vlm_token_credit": -0.21909628557041289, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0556211471557617 + ], + "opposite_logprob_tokens": [ + -0.4306212067604065 + ], + "logprob_reward": -1.0556211471557617, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0556211471557617, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4988129138946533, + 0.14562489092350006, + 0.0575963594019413, + 0.04105093702673912, + 0.036900974810123444, + 0.03756843879818916, + 0.07658539712429047, + 0.026464974507689476, + 0.04059460014104843, + 0.038800500333309174 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -1.0556211471557617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01111199613660574 + ], + "opposite_logprob_tokens": [ + -4.511112213134766 + ], + "logprob_reward": -0.01111199613660574, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01111199613660574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3731488585472107, + 0.1531585156917572, + 0.09172745048999786, + 0.056408774107694626, + 0.06736238300800323, + 0.042824164032936096, + 0.051305461674928665, + 0.05500153452157974, + 0.05429556593298912, + 0.05476727336645126 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01111199613660574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34984585642814636, + 0.16686759889125824, + 0.09846064448356628, + 0.057345353066921234, + 0.07237280905246735, + 0.04175176844000816, + 0.05154046043753624, + 0.061616186052560806, + 0.05842459946870804, + 0.0417746976017952 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18144844472408295, + 0.3455367088317871, + 0.152131125330925, + 0.12452765554189682, + 0.06812068074941635, + 0.030318593606352806, + 0.032858047634363174, + 0.017292991280555725, + 0.01546370331197977, + 0.032301999628543854 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3474763035774231, + 0.20216630399227142, + 0.1120903491973877, + 0.07039690017700195, + 0.04454280808568001, + 0.03019353374838829, + 0.04646065831184387, + 0.03570560738444328, + 0.0477898083627224, + 0.063177689909935 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0067326370626688 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot depicts a tense, silent confrontation in the hallowed quiet of a wood-paneled academic library. At a large, polished mahogany table, a young man with shaggy black hair leans forward, an impassioned look of frustration written across his face. Wearing a comfortable, dark green cardigan, they repeatedly gesture with their index finger to a tablet on the table. The tablet's screen emits a bright, cool digital glow, casting a stark blue light on their faces and hands, illuminating the complex data charts visible on the display. An older man seated opposite, dressed in a formal dark tweed blazer and a crisp white collared shirt, remains erect, his posture a wall of defiance. His silver-gray hair is impossibly neatly trimmed, his face a mask of resolute misunderstanding. He shakes his head slowly and stubbornly, his lips pressed into a thin line, his gaze deliberately averted, refusing even a glance at the glowing screen. The warm golden light from a classic green-shaded bank lamp on the table illuminates the scene, creating deep shadows that contrast with the cool glow of the tablet, visually emphasizing the generational and ideological clash. The background is filled with tall, dimly lit bookshelves filled with old leather-bound books, creating a heavy academic atmosphere, imbued with the weight of tradition and unspoken disagreements.", + "seed": 20023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_5960_seed_20023_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016097623901441694, + "vlm_logprob": -0.016097623901441694, + "vlm_yes_no_margin": 4.374999952316284, + "vlm_token_credit": -0.016097623901441694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013590782880783081 + ], + "opposite_logprob_tokens": [ + -4.3885908126831055 + ], + "logprob_reward": -0.013590782880783081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013590782880783081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2229723483324051, + 0.15619449317455292, + 0.045239172875881195, + 0.029380306601524353, + 0.1129649430513382, + 0.027997126802802086, + 0.06353619694709778, + 0.06161904335021973, + 0.08517207950353622, + 0.19492433965206146 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.013590782880783081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094880178570747 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094880178570747, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094880178570747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4620484709739685, + 0.10486695915460587, + 0.055925674736499786, + 0.10217785835266113, + 0.020877651870250702, + 0.015355990268290043, + 0.011815755628049374, + 0.04191896691918373, + 0.0678517296910286, + 0.11716102063655853 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016094880178570747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185783177614212 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185783177614212, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185783177614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3981112241744995, + 0.31165388226509094, + 0.07102863490581512, + 0.05545058473944664, + 0.01816777139902115, + 0.040819957852363586, + 0.016183845698833466, + 0.01486046053469181, + 0.029958100989460945, + 0.04376561939716339 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018185783177614212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.174191415309906, + 0.256342351436615, + 0.14490623772144318, + 0.057557396590709686, + 0.049247853457927704, + 0.04230371117591858, + 0.05322292447090149, + 0.023230334743857384, + 0.06546014547348022, + 0.13353762030601501 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.002820087829604745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17779019474983215, + 0.2009822279214859, + 0.13190211355686188, + 0.10362176597118378, + 0.1458081156015396, + 0.060675133019685745, + 0.02668139524757862, + 0.05095503106713295, + 0.053711045533418655, + 0.047872889786958694 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02979658544063568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot depicts a tense, silent confrontation in the hallowed quiet of a wood-paneled academic library. At a large, polished mahogany table, a young man with shaggy black hair leans forward, an impassioned look of frustration written across his face. Wearing a comfortable, dark green cardigan, they repeatedly gesture with their index finger to a tablet on the table. The tablet's screen emits a bright, cool digital glow, casting a stark blue light on their faces and hands, illuminating the complex data charts visible on the display. An older man seated opposite, dressed in a formal dark tweed blazer and a crisp white collared shirt, remains erect, his posture a wall of defiance. His silver-gray hair is impossibly neatly trimmed, his face a mask of resolute misunderstanding. He shakes his head slowly and stubbornly, his lips pressed into a thin line, his gaze deliberately averted, refusing even a glance at the glowing screen. The warm golden light from a classic green-shaded bank lamp on the table illuminates the scene, creating deep shadows that contrast with the cool glow of the tablet, visually emphasizing the generational and ideological clash. The background is filled with tall, dimly lit bookshelves filled with old leather-bound books, creating a heavy academic atmosphere, imbued with the weight of tradition and unspoken disagreements.", + "seed": 20024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_4/index_5960_seed_20024_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16807948909699916, + "vlm_logprob": -0.16807948909699916, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.16807948909699916, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.760762095451355 + ], + "opposite_logprob_tokens": [ + -0.635762095451355 + ], + "logprob_reward": -0.760762095451355, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.760762095451355, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.46324974298477173, + 0.19633813202381134, + 0.09310102462768555, + 0.06194693222641945, + 0.03615036606788635, + 0.016945043578743935, + 0.02956075593829155, + 0.033587973564863205, + 0.04871409758925438, + 0.02040591649711132 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.760762095451355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466223806142807 + ], + "opposite_logprob_tokens": [ + -5.379662036895752 + ], + "logprob_reward": -0.00466223806142807, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466223806142807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4120433032512665, + 0.18865761160850525, + 0.09793446213006973, + 0.06539790332317352, + 0.04304893687367439, + 0.04033112898468971, + 0.02507679909467697, + 0.03937160596251488, + 0.03560934215784073, + 0.052528951317071915 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00466223806142807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635558187961578 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635558187961578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635558187961578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4530486762523651, + 0.170467346906662, + 0.09372244775295258, + 0.05999775975942612, + 0.05679503455758095, + 0.033678777515888214, + 0.02490118145942688, + 0.025230415165424347, + 0.03345920518040657, + 0.048699136823415756 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008635558187961578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3820613920688629, + 0.17347826063632965, + 0.083808034658432, + 0.04664191976189613, + 0.17336279153823853, + 0.02182397060096264, + 0.02519909106194973, + 0.026369675993919373, + 0.026974597945809364, + 0.0402802973985672 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023282716050744057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a wood-paneled academic library with tall bookshelves filled with old leather-bound books in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man with shaggy black hair wearing a dark green cardigan visible, leaning forward at a large polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an older man with silver-gray hair wearing a dark tweed blazer and white collared shirt seated opposite, shaking his head slowly with his gaze averted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tablet on the table emitting a bright cool blue digital glow that illuminates the characters' faces and hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a classic green-shaded bank lamp on the table emitting warm golden light that creates deep shadows contrasting with the tablet's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054837733507156 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054837733507156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054837733507156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30129602551460266, + 0.16921836137771606, + 0.0892740860581398, + 0.06718368828296661, + 0.16054686903953552, + 0.04724891111254692, + 0.028512591496109962, + 0.0460241474211216, + 0.03215888515114784, + 0.058536406606435776 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043054837733507156 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_tensor([1416, 1416])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_tensor([1416, 1416])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8bc3a22ecc43712652ca8f6f4dbba03a79158b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_tensor([1416, 1416])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid 360-degree tracking shot, beginning from a slightly upward angle, slowly orbits a mysterious figure. This figure is completely shrouded in a thick, matte black robe, its wide hood drawn down deeply, shrouding its features in impenetrable shadow. It stands before a massive door of dark, weathered oak, its panels riddled with deep grain and spider-web-like cracks. A massive, rusted iron knocker hangs from its center. As the camera pans, a bloodless, sickly pale hand slowly but firmly emerges from its wide sleeve. Its long, bony fingertips carefully curl into a fist, and its knuckles strike the heavy wooden door three times with distinct, dull thuds, a hollow sound that echoes through the silent stone corridor. The only illumination came from a flickering torch on the wall, its warm orange-yellow glow casting dancing shadows on the folds of the robe, sometimes illuminating the pale blue veins on the fingers, sometimes swallowing them up in darkness. The whole scene was filled with a suspenseful, solemn and unsettling sense of ritual.", + "seed": 28601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_1416_seed_28601_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2697652608156204, + "vlm_logprob": -0.2697652608156204, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.2697652608156204, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9772828817367554 + ], + "opposite_logprob_tokens": [ + -0.47728288173675537 + ], + "logprob_reward": -0.9772828817367554, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9772828817367554, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6648435592651367, + 0.04547489434480667, + 0.021290650591254234, + 0.03570093214511871, + 0.0439152829349041, + 0.031406138092279434, + 0.08965421468019485, + 0.009983071126043797, + 0.03461548686027527, + 0.023115741088986397 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.9772828817367554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034579783678055 + ], + "opposite_logprob_tokens": [ + -2.3503458499908447 + ], + "logprob_reward": -0.10034579783678055, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034579783678055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5158268213272095, + 0.058966219425201416, + 0.027104081586003304, + 0.027267182245850563, + 0.07772794365882874, + 0.1378544420003891, + 0.02463793195784092, + 0.031945060938596725, + 0.04174286872148514, + 0.05692746117711067 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.10034579783678055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682596534490585 + ], + "opposite_logprob_tokens": [ + -3.048682689666748 + ], + "logprob_reward": -0.048682596534490585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682596534490585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43479397892951965, + 0.10792461037635803, + 0.049482591450214386, + 0.04104100912809372, + 0.05657321587204933, + 0.13164618611335754, + 0.06076773628592491, + 0.03494797646999359, + 0.04463767260313034, + 0.03818502649664879 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.048682596534490585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160425066947937 + ], + "opposite_logprob_tokens": [ + -1.910425066947937 + ], + "logprob_reward": -0.160425066947937, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160425066947937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29480651021003723, + 0.0706387460231781, + 0.03163548558950424, + 0.0376894548535347, + 0.052389271557331085, + 0.38047829270362854, + 0.024472953751683235, + 0.018736643716692924, + 0.06701470166444778, + 0.022137925028800964 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.160425066947937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089961022138596 + ], + "opposite_logprob_tokens": [ + -2.8120899200439453 + ], + "logprob_reward": -0.062089961022138596, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089961022138596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18530304729938507, + 0.07902050763368607, + 0.021205279976129532, + 0.062394142150878906, + 0.037524912506341934, + 0.36004045605659485, + 0.08309468626976013, + 0.03190964087843895, + 0.09419184178113937, + 0.045315466821193695 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.062089961022138596 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree tracking shot, beginning from a slightly upward angle, slowly orbits a mysterious figure. This figure is completely shrouded in a thick, matte black robe, its wide hood drawn down deeply, shrouding its features in impenetrable shadow. It stands before a massive door of dark, weathered oak, its panels riddled with deep grain and spider-web-like cracks. A massive, rusted iron knocker hangs from its center. As the camera pans, a bloodless, sickly pale hand slowly but firmly emerges from its wide sleeve. Its long, bony fingertips carefully curl into a fist, and its knuckles strike the heavy wooden door three times with distinct, dull thuds, a hollow sound that echoes through the silent stone corridor. The only illumination came from a flickering torch on the wall, its warm orange-yellow glow casting dancing shadows on the folds of the robe, sometimes illuminating the pale blue veins on the fingers, sometimes swallowing them up in darkness. The whole scene was filled with a suspenseful, solemn and unsettling sense of ritual.", + "seed": 28602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_1416_seed_28602_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6287052646279335, + "vlm_logprob": -0.6287052646279335, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.6287052646279335, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.8139843940734863 + ], + "opposite_logprob_tokens": [ + -0.06398443132638931 + ], + "logprob_reward": -2.8139843940734863, + "yes_no_margin_reward": -2.75, + "token_credit_reward": -2.8139843940734863, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2140657603740692, + 0.1060413345694542, + 0.07731596380472183, + 0.09936857968568802, + 0.1044294610619545, + 0.04480521380901337, + 0.06406251341104507, + 0.06509475409984589, + 0.10785438865423203, + 0.11696194857358932 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -2.8139843940734863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08922102302312851 + ], + "opposite_logprob_tokens": [ + -2.4642210006713867 + ], + "logprob_reward": -0.08922102302312851, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08922102302312851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.286427766084671, + 0.09904204308986664, + 0.09604447335004807, + 0.08609338104724884, + 0.082277312874794, + 0.05549849569797516, + 0.06043265759944916, + 0.045715026557445526, + 0.08054549992084503, + 0.10792335867881775 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.08922102302312851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815387189388275 + ], + "opposite_logprob_tokens": [ + -3.288153886795044 + ], + "logprob_reward": -0.03815387189388275, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815387189388275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2530921697616577, + 0.13624341785907745, + 0.10082803666591644, + 0.0973978191614151, + 0.08573409914970398, + 0.04731093719601631, + 0.05118723213672638, + 0.05564353987574577, + 0.08400173485279083, + 0.0885610282421112 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03815387189388275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11304382234811783 + ], + "opposite_logprob_tokens": [ + -2.238043785095215 + ], + "logprob_reward": -0.11304382234811783, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11304382234811783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17982354760169983, + 0.1655655950307846, + 0.16675393283367157, + 0.058029066771268845, + 0.06240595132112503, + 0.06614171713590622, + 0.05354253575205803, + 0.10027798265218735, + 0.05840161815285683, + 0.0890580266714096 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11304382234811783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891232118010521 + ], + "opposite_logprob_tokens": [ + -2.464123249053955 + ], + "logprob_reward": -0.0891232118010521, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891232118010521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14259441196918488, + 0.1235634982585907, + 0.18347975611686707, + 0.08896282315254211, + 0.11713311076164246, + 0.041252974420785904, + 0.044961147010326385, + 0.12838657200336456, + 0.06567704677581787, + 0.06398862600326538 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0891232118010521 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree tracking shot, beginning from a slightly upward angle, slowly orbits a mysterious figure. This figure is completely shrouded in a thick, matte black robe, its wide hood drawn down deeply, shrouding its features in impenetrable shadow. It stands before a massive door of dark, weathered oak, its panels riddled with deep grain and spider-web-like cracks. A massive, rusted iron knocker hangs from its center. As the camera pans, a bloodless, sickly pale hand slowly but firmly emerges from its wide sleeve. Its long, bony fingertips carefully curl into a fist, and its knuckles strike the heavy wooden door three times with distinct, dull thuds, a hollow sound that echoes through the silent stone corridor. The only illumination came from a flickering torch on the wall, its warm orange-yellow glow casting dancing shadows on the folds of the robe, sometimes illuminating the pale blue veins on the fingers, sometimes swallowing them up in darkness. The whole scene was filled with a suspenseful, solemn and unsettling sense of ritual.", + "seed": 28603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_1416_seed_28603_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.8132380701601505, + "vlm_logprob": -0.8132380701601505, + "vlm_yes_no_margin": 1.1249999761581422, + "vlm_token_credit": -0.8132380701601505, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.6523478031158447 + ], + "opposite_logprob_tokens": [ + -0.027347834780812263 + ], + "logprob_reward": -3.6523478031158447, + "yes_no_margin_reward": -3.625, + "token_credit_reward": -3.6523478031158447, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1510431170463562, + 0.06502589583396912, + 0.02787119895219803, + 0.0727987140417099, + 0.2986430823802948, + 0.153244748711586, + 0.06870722770690918, + 0.060056522488594055, + 0.01754387468099594, + 0.08506562560796738 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -3.6523478031158447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10057975351810455 + ], + "opposite_logprob_tokens": [ + -2.3505797386169434 + ], + "logprob_reward": -0.10057975351810455, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10057975351810455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10821298509836197, + 0.06804396957159042, + 0.04987400025129318, + 0.09257400780916214, + 0.20520129799842834, + 0.09549354761838913, + 0.13702182471752167, + 0.036024756729602814, + 0.030263638123869896, + 0.1772899627685547 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.10057975351810455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314206913113594 + ], + "opposite_logprob_tokens": [ + -3.168142080307007 + ], + "logprob_reward": -0.04314206913113594, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314206913113594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054248228669166565, + 0.05559076368808746, + 0.037908345460891724, + 0.18672619760036469, + 0.34674495458602905, + 0.12056528031826019, + 0.04472886398434639, + 0.018360961228609085, + 0.023653605952858925, + 0.11147280782461166 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.04314206913113594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14294512569904327 + ], + "opposite_logprob_tokens": [ + -2.0179450511932373 + ], + "logprob_reward": -0.14294512569904327, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14294512569904327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07743203639984131, + 0.05383102968335152, + 0.06333518773317337, + 0.06758785992860794, + 0.13337847590446472, + 0.14751189947128296, + 0.2413189858198166, + 0.03265058621764183, + 0.07361696660518646, + 0.10933694243431091 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.14294512569904327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12717559933662415 + ], + "opposite_logprob_tokens": [ + -2.1271755695343018 + ], + "logprob_reward": -0.12717559933662415, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12717559933662415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16142714023590088, + 0.05307828634977341, + 0.040534988045692444, + 0.05619284138083458, + 0.22122523188591003, + 0.1215917244553566, + 0.06894932687282562, + 0.020951801910996437, + 0.11531176418066025, + 0.140736922621727 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.12717559933662415 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree tracking shot, beginning from a slightly upward angle, slowly orbits a mysterious figure. This figure is completely shrouded in a thick, matte black robe, its wide hood drawn down deeply, shrouding its features in impenetrable shadow. It stands before a massive door of dark, weathered oak, its panels riddled with deep grain and spider-web-like cracks. A massive, rusted iron knocker hangs from its center. As the camera pans, a bloodless, sickly pale hand slowly but firmly emerges from its wide sleeve. Its long, bony fingertips carefully curl into a fist, and its knuckles strike the heavy wooden door three times with distinct, dull thuds, a hollow sound that echoes through the silent stone corridor. The only illumination came from a flickering torch on the wall, its warm orange-yellow glow casting dancing shadows on the folds of the robe, sometimes illuminating the pale blue veins on the fingers, sometimes swallowing them up in darkness. The whole scene was filled with a suspenseful, solemn and unsettling sense of ritual.", + "seed": 28604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_5/index_1416_seed_28604_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4593185938894749, + "vlm_logprob": -0.4593185938894749, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.4593185938894749, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0213534832000732 + ], + "opposite_logprob_tokens": [ + -0.1463535726070404 + ], + "logprob_reward": -2.0213534832000732, + "yes_no_margin_reward": -1.8749998807907104, + "token_credit_reward": -2.0213534832000732, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15843485295772552, + 0.06496484577655792, + 0.04793955013155937, + 0.3079568147659302, + 0.12165660411119461, + 0.09857700020074844, + 0.06425362825393677, + 0.05340753123164177, + 0.036498669534921646, + 0.04631049558520317 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -2.0213534832000732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502639710903168 + ], + "opposite_logprob_tokens": [ + -2.9300262928009033 + ], + "logprob_reward": -0.05502639710903168, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502639710903168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1714959740638733, + 0.03322000429034233, + 0.044437043368816376, + 0.4862249791622162, + 0.09191448241472244, + 0.06187288835644722, + 0.0200183242559433, + 0.03180505707859993, + 0.03438650444149971, + 0.024624697864055634 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.05502639710903168 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498374626040459 + ], + "opposite_logprob_tokens": [ + -2.9299838542938232 + ], + "logprob_reward": -0.05498374626040459, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498374626040459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24042966961860657, + 0.09017691761255264, + 0.10578993707895279, + 0.23408471047878265, + 0.07163108140230179, + 0.06774318963289261, + 0.04727991670370102, + 0.05717367306351662, + 0.05777093023061752, + 0.027919992804527283 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05498374626040459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710128724575043 + ], + "opposite_logprob_tokens": [ + -2.127101182937622 + ], + "logprob_reward": -0.12710128724575043, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710128724575043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2677515149116516, + 0.0255627129226923, + 0.044083695858716965, + 0.44307461380958557, + 0.0516919270157814, + 0.031195389106869698, + 0.02861647494137287, + 0.02971351146697998, + 0.04020185396075249, + 0.038108281791210175 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.12710128724575043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a fluid 360-degree tracking shot that orbits the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a thick matte black robe with a wide hood drawn down to obscure their features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bloodless, sickly pale hand visible emerging from the figure's sleeve and curling into a fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand strike a massive dark weathered oak door three times with distinct dull thuds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated primarily by a flickering torch casting warm orange-yellow light and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812805563211441 + ], + "opposite_logprob_tokens": [ + -3.288128137588501 + ], + "logprob_reward": -0.03812805563211441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812805563211441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20012491941452026, + 0.037911783903837204, + 0.044927533715963364, + 0.3052615523338318, + 0.06456410884857178, + 0.09160652756690979, + 0.07368563115596771, + 0.08436977863311768, + 0.0496169812977314, + 0.04793117940425873 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.03812805563211441 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_tensor([3172, 3172])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_tensor([3172, 3172])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7596bfe280270163bc74d4e7c06fba5166f215d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_tensor([3172, 3172])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, completely out of focus at first, reveals a round, anthropomorphic cream cake resting peacefully in a soft, fairytale-like halo. Dreamy morning sunlight filters through the window, gilding the scene with a warm golden hue and illuminating the delicate, pastel-colored ceramic plate beneath. As it slowly awakens, the thin blanket of pink frosting gently slips away, revealing a fluffy, pure white cream body beneath. At this moment, accompanied by a subtle, magical flicker on the screen, the lens's focus smoothly tightens from blur to focus sharply on the cake's face. Finally, focus settles precisely on its two dark chocolate shavings, which serve as eyes. They shimmer faintly in the soft light, then, with a hint of sleep, magically and slowly open, breathing the first glimmer of consciousness into this sweet creature. The entire image is permeated with a tranquil, miraculous awakening.", + "seed": 17181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_3172_seed_17181_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2246676780283451, + "vlm_logprob": -0.2246676780283451, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.2246676780283451, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11440833657979965 + ], + "opposite_logprob_tokens": [ + -2.239408254623413 + ], + "logprob_reward": -0.11440833657979965, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11440833657979965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1736939251422882, + 0.04600295051932335, + 0.1146746277809143, + 0.2379976511001587, + 0.07935765385627747, + 0.12523126602172852, + 0.094069704413414, + 0.049655232578516006, + 0.03523630648851395, + 0.04408065602183342 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.11440833657979965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8263219594955444 + ], + "opposite_logprob_tokens": [ + -0.5763219594955444 + ], + "logprob_reward": -0.8263219594955444, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8263219594955444, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10935983061790466, + 0.09280712157487869, + 0.08826304972171783, + 0.1499645709991455, + 0.0378713384270668, + 0.05695539340376854, + 0.03906999155879021, + 0.3044583201408386, + 0.10253477841615677, + 0.018715685233473778 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.8263219594955444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036833584308624 + ], + "opposite_logprob_tokens": [ + -2.3503682613372803 + ], + "logprob_reward": -0.10036833584308624, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036833584308624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12505745887756348, + 0.10775725543498993, + 0.05770772695541382, + 0.09650272130966187, + 0.18771028518676758, + 0.1320400834083557, + 0.059391651302576065, + 0.04231993854045868, + 0.09754559397697449, + 0.09396728128194809 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.10036833584308624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790407732129097 + ], + "opposite_logprob_tokens": [ + -2.579040765762329 + ], + "logprob_reward": -0.0790407732129097, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790407732129097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07763736695051193, + 0.0621788389980793, + 0.03729092329740524, + 0.24966776371002197, + 0.16402873396873474, + 0.11685269325971603, + 0.0614299476146698, + 0.08138195425271988, + 0.06374068558216095, + 0.08579111099243164 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.0790407732129097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031989850103855133 + ], + "opposite_logprob_tokens": [ + -5.753199100494385 + ], + "logprob_reward": -0.0031989850103855133, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031989850103855133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3148271143436432, + 0.22651463747024536, + 0.07594969868659973, + 0.12701867520809174, + 0.05369432643055916, + 0.060213904827833176, + 0.029805773869156837, + 0.05934150889515877, + 0.026391660794615746, + 0.026242733001708984 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0031989850103855133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, completely out of focus at first, reveals a round, anthropomorphic cream cake resting peacefully in a soft, fairytale-like halo. Dreamy morning sunlight filters through the window, gilding the scene with a warm golden hue and illuminating the delicate, pastel-colored ceramic plate beneath. As it slowly awakens, the thin blanket of pink frosting gently slips away, revealing a fluffy, pure white cream body beneath. At this moment, accompanied by a subtle, magical flicker on the screen, the lens's focus smoothly tightens from blur to focus sharply on the cake's face. Finally, focus settles precisely on its two dark chocolate shavings, which serve as eyes. They shimmer faintly in the soft light, then, with a hint of sleep, magically and slowly open, breathing the first glimmer of consciousness into this sweet creature. The entire image is permeated with a tranquil, miraculous awakening.", + "seed": 17182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_3172_seed_17182_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15250023985281586, + "vlm_logprob": -0.15250023985281586, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.15250023985281586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03857375681400299 + ], + "opposite_logprob_tokens": [ + -3.288573741912842 + ], + "logprob_reward": -0.03857375681400299, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03857375681400299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0715717002749443, + 0.05012892559170723, + 0.010193628259003162, + 0.02785426564514637, + 0.16295206546783447, + 0.09567045420408249, + 0.06737872958183289, + 0.16877859830856323, + 0.051691677421331406, + 0.2937799394130707 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.03857375681400299 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744908809661865 + ], + "opposite_logprob_tokens": [ + -0.9744908809661865 + ], + "logprob_reward": -0.4744908809661865, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4744908809661865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060069385915994644, + 0.05141172558069229, + 0.0482674241065979, + 0.24325679242610931, + 0.1508076936006546, + 0.0416046567261219, + 0.06231869384646416, + 0.051273323595523834, + 0.054639942944049835, + 0.23635037243366241 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.4744908809661865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310690239071846 + ], + "opposite_logprob_tokens": [ + -3.1681067943573 + ], + "logprob_reward": -0.04310690239071846, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310690239071846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09652701765298843, + 0.06214061379432678, + 0.07204015552997589, + 0.07680021971464157, + 0.20529785752296448, + 0.11881203204393387, + 0.1219981238245964, + 0.154436856508255, + 0.040163516998291016, + 0.051783595234155655 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.04310690239071846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20168189704418182 + ], + "opposite_logprob_tokens": [ + -1.7016818523406982 + ], + "logprob_reward": -0.20168189704418182, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20168189704418182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05506611615419388, + 0.044482309371232986, + 0.05264415964484215, + 0.20446957647800446, + 0.07826424390077591, + 0.14415347576141357, + 0.050869960337877274, + 0.14648665487766266, + 0.07623719424009323, + 0.14732632040977478 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.20168189704418182 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647762048989534 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647762048989534, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647762048989534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15329332649707794, + 0.1036294624209404, + 0.13870923221111298, + 0.11246904730796814, + 0.041733574122190475, + 0.0570959597826004, + 0.138811394572258, + 0.051541075110435486, + 0.077608123421669, + 0.12510882318019867 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.004647762048989534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, completely out of focus at first, reveals a round, anthropomorphic cream cake resting peacefully in a soft, fairytale-like halo. Dreamy morning sunlight filters through the window, gilding the scene with a warm golden hue and illuminating the delicate, pastel-colored ceramic plate beneath. As it slowly awakens, the thin blanket of pink frosting gently slips away, revealing a fluffy, pure white cream body beneath. At this moment, accompanied by a subtle, magical flicker on the screen, the lens's focus smoothly tightens from blur to focus sharply on the cake's face. Finally, focus settles precisely on its two dark chocolate shavings, which serve as eyes. They shimmer faintly in the soft light, then, with a hint of sleep, magically and slowly open, breathing the first glimmer of consciousness into this sweet creature. The entire image is permeated with a tranquil, miraculous awakening.", + "seed": 17183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_3172_seed_17183_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17252125572413207, + "vlm_logprob": -0.17252125572413207, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.17252125572413207, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09120304137468338 + ], + "opposite_logprob_tokens": [ + -2.466202974319458 + ], + "logprob_reward": -0.09120304137468338, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09120304137468338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19444210827350616, + 0.04926161468029022, + 0.05775950849056244, + 0.13235710561275482, + 0.05432094261050224, + 0.1348576843738556, + 0.08266741037368774, + 0.04193178191781044, + 0.2097833901643753, + 0.04261846840381622 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.09120304137468338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31364285945892334 + ], + "opposite_logprob_tokens": [ + -1.3136428594589233 + ], + "logprob_reward": -0.31364285945892334, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31364285945892334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2329806089401245, + 0.2522856593132019, + 0.03478999808430672, + 0.02263350412249565, + 0.025622567161917686, + 0.0441511906683445, + 0.023605061694979668, + 0.055676981806755066, + 0.2865670323371887, + 0.021687377244234085 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.31364285945892334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036617517471313 + ], + "opposite_logprob_tokens": [ + -2.3503661155700684 + ], + "logprob_reward": -0.10036617517471313, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036617517471313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2121995985507965, + 0.2618906497955322, + 0.03430808708071709, + 0.036027103662490845, + 0.031856827437877655, + 0.049477800726890564, + 0.08864598721265793, + 0.11555540561676025, + 0.14680564403533936, + 0.0232328362762928 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.10036617517471313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34874221682548523 + ], + "opposite_logprob_tokens": [ + -1.2237422466278076 + ], + "logprob_reward": -0.34874221682548523, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34874221682548523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12199120968580246, + 0.1323658674955368, + 0.03855348750948906, + 0.044072575867176056, + 0.1025128960609436, + 0.08625487983226776, + 0.04854530841112137, + 0.03668949753046036, + 0.1998317390680313, + 0.18918249011039734 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.34874221682548523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865198578685522 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.00865198578685522, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865198578685522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2498367428779602, + 0.13310874998569489, + 0.023960715159773827, + 0.03962009772658348, + 0.031238971278071404, + 0.0816969946026802, + 0.09809195250272751, + 0.16167376935482025, + 0.16857223212718964, + 0.012199826538562775 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.00865198578685522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, completely out of focus at first, reveals a round, anthropomorphic cream cake resting peacefully in a soft, fairytale-like halo. Dreamy morning sunlight filters through the window, gilding the scene with a warm golden hue and illuminating the delicate, pastel-colored ceramic plate beneath. As it slowly awakens, the thin blanket of pink frosting gently slips away, revealing a fluffy, pure white cream body beneath. At this moment, accompanied by a subtle, magical flicker on the screen, the lens's focus smoothly tightens from blur to focus sharply on the cake's face. Finally, focus settles precisely on its two dark chocolate shavings, which serve as eyes. They shimmer faintly in the soft light, then, with a hint of sleep, magically and slowly open, breathing the first glimmer of consciousness into this sweet creature. The entire image is permeated with a tranquil, miraculous awakening.", + "seed": 17184, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_6/index_3172_seed_17184_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34729592204093934, + "vlm_logprob": -0.34729592204093934, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.34729592204093934, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08976919949054718 + ], + "opposite_logprob_tokens": [ + -2.464769124984741 + ], + "logprob_reward": -0.08976919949054718, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08976919949054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5175055861473083, + 0.07101219892501831, + 0.03208606317639351, + 0.01941274106502533, + 0.0488521084189415, + 0.03861766681075096, + 0.024909984320402145, + 0.01687697134912014, + 0.06433159112930298, + 0.16639509797096252 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.08976919949054718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135392665863037 + ], + "opposite_logprob_tokens": [ + -0.3135392665863037 + ], + "logprob_reward": -1.3135392665863037, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135392665863037, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.37871262431144714, + 0.07182606309652328, + 0.07872150838375092, + 0.04592444375157356, + 0.05700433999300003, + 0.059581853449344635, + 0.04476703330874443, + 0.05854761600494385, + 0.07544086873531342, + 0.12947364151477814 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -1.3135392665863037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14289212226867676 + ], + "opposite_logprob_tokens": [ + -2.0178921222686768 + ], + "logprob_reward": -0.14289212226867676, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14289212226867676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3122408092021942, + 0.08265544474124908, + 0.05080174654722214, + 0.07633396983146667, + 0.06766443699598312, + 0.03422153368592262, + 0.047953907400369644, + 0.05223961919546127, + 0.09037496894598007, + 0.18551360070705414 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.14289212226867676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16045431792736053 + ], + "opposite_logprob_tokens": [ + -1.910454273223877 + ], + "logprob_reward": -0.16045431792736053, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16045431792736053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09182033687829971, + 0.11292769759893417, + 0.060507163405418396, + 0.031127281486988068, + 0.03279684856534004, + 0.03207603842020035, + 0.08747628331184387, + 0.14468301832675934, + 0.012926598079502583, + 0.3936586081981659 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.16045431792736053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a round, anthropomorphic cream cake with a white cream body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cake rest on a delicate, pastel-colored ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin blanket of pink frosting slip away to reveal the cake's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cake's eyes, made of dark chocolate shavings, slowly open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus smoothly tighten from completely out of focus to sharp focus on the cake's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982470393180847 + ], + "opposite_logprob_tokens": [ + -3.529824733734131 + ], + "logprob_reward": -0.02982470393180847, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982470393180847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3529408276081085, + 0.07593625038862228, + 0.03946198150515556, + 0.055771637707948685, + 0.11581194400787354, + 0.07626833766698837, + 0.028443407267332077, + 0.020497674122452736, + 0.07934167981147766, + 0.1555262804031372 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02982470393180847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_tensor([9813, 9813])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_tensor([9813, 9813])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..83a45f2a8c454af843d08b69bc95b20cafa8dda7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_tensor([9813, 9813])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, tilting slowly upward from an extremely low angle, focuses on a set of ancient bluestone steps, drenched in the scent of dampness. Countless slender, emerald green vines cling tenaciously upwards, their tender green tendrils like tiny tentacles, cautiously exploring and clinging to the rough surface of the stone. Glistening water droplets hang from their leaves. These vines have formed a dense green carpet, almost completely covering the steps, originally a dark blue-gray hue due to moisture. Only in the gaps between the interwoven vines do the mottled marks of age-worn stone appear. Soft, diffused light streams down from above, revealing the veins of each leaf and causing the water droplets to shimmer with a faint, cool glow. The entire scene, framed by a cool palette, exudes an atmosphere of profound tranquility and unyielding vitality.", + "seed": 26727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_9813_seed_26727_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0357377570355311, + "vlm_logprob": -0.0357377570355311, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.0357377570355311, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08111164718866348 + ], + "opposite_logprob_tokens": [ + -2.5811116695404053 + ], + "logprob_reward": -0.08111164718866348, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08111164718866348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2098846435546875, + 0.13512295484542847, + 0.0991659089922905, + 0.04725871607661247, + 0.30037668347358704, + 0.020698269829154015, + 0.07445047050714493, + 0.056838542222976685, + 0.03390209376811981, + 0.02230174094438553 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.08111164718866348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011968599865213037 + ], + "opposite_logprob_tokens": [ + -6.75119686126709 + ], + "logprob_reward": -0.0011968599865213037, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011968599865213037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2546161711215973, + 0.0905628427863121, + 0.13429926335811615, + 0.09740866720676422, + 0.11060889810323715, + 0.03195003420114517, + 0.04391928017139435, + 0.045446667820215225, + 0.05673263967037201, + 0.13445554673671722 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0011968599865213037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210226014256477 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014210226014256477, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210226014256477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933380991220474, + 0.06553944200277328, + 0.03709010034799576, + 0.08233334869146347, + 0.17077741026878357, + 0.024350376799702644, + 0.06024184450507164, + 0.03766173869371414, + 0.06125534325838089, + 0.3714165985584259 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.014210226014256477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897379994392395 + ], + "opposite_logprob_tokens": [ + -2.5789737701416016 + ], + "logprob_reward": -0.07897379994392395, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897379994392395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045309245586395, + 0.00890068057924509, + 0.01659923978149891, + 0.00936080515384674, + 0.7791513204574585, + 0.01967804506421089, + 0.016773585230112076, + 0.026772391051054, + 0.0130695179104805, + 0.03924136981368065 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.07897379994392395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07499952614307404, + 0.026791581884026527, + 0.016821345314383507, + 0.027718955650925636, + 0.4151165187358856, + 0.03071017935872078, + 0.032389137893915176, + 0.04789191856980324, + 0.07590894401073456, + 0.25165191292762756 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.003196252044290304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilting slowly upward from an extremely low angle, focuses on a set of ancient bluestone steps, drenched in the scent of dampness. Countless slender, emerald green vines cling tenaciously upwards, their tender green tendrils like tiny tentacles, cautiously exploring and clinging to the rough surface of the stone. Glistening water droplets hang from their leaves. These vines have formed a dense green carpet, almost completely covering the steps, originally a dark blue-gray hue due to moisture. Only in the gaps between the interwoven vines do the mottled marks of age-worn stone appear. Soft, diffused light streams down from above, revealing the veins of each leaf and causing the water droplets to shimmer with a faint, cool glow. The entire scene, framed by a cool palette, exudes an atmosphere of profound tranquility and unyielding vitality.", + "seed": 26728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_9813_seed_26728_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02893507785629481, + "vlm_logprob": -0.02893507785629481, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.02893507785629481, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028822647407650948 + ], + "opposite_logprob_tokens": [ + -3.653822660446167 + ], + "logprob_reward": -0.028822647407650948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028822647407650948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13068358600139618, + 0.04846637323498726, + 0.23809891939163208, + 0.23808585107326508, + 0.04325246065855026, + 0.028442397713661194, + 0.05075940862298012, + 0.07484395802021027, + 0.06381891667842865, + 0.08354812860488892 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.028822647407650948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001057661371305585 + ], + "opposite_logprob_tokens": [ + -6.8760576248168945 + ], + "logprob_reward": -0.001057661371305585, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001057661371305585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11317604780197144, + 0.07221534103155136, + 0.10914346575737, + 0.21870093047618866, + 0.02935677021741867, + 0.07907755672931671, + 0.043555110692977905, + 0.049553751945495605, + 0.09019162505865097, + 0.19502931833267212 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.001057661371305585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12078604102134705, + 0.08169375360012054, + 0.08613728731870651, + 0.20063762366771698, + 0.05603371933102608, + 0.0653935968875885, + 0.05520492047071457, + 0.10754791647195816, + 0.16756902635097504, + 0.05899612233042717 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030093789100647 + ], + "opposite_logprob_tokens": [ + -2.3503010272979736 + ], + "logprob_reward": -0.10030093789100647, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030093789100647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12799058854579926, + 0.07974302768707275, + 0.09236089140176773, + 0.18301382660865784, + 0.02596203424036503, + 0.02031576633453369, + 0.05448586493730545, + 0.2003360241651535, + 0.0857827216386795, + 0.1300092488527298 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.10030093789100647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019433676498010755 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019433676498010755, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019433676498010755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14816391468048096, + 0.09103057533502579, + 0.07650942355394363, + 0.1546083688735962, + 0.04312380403280258, + 0.0671270340681076, + 0.07495827227830887, + 0.0962223932147026, + 0.17395147681236267, + 0.0743047297000885 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.0019433676498010755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilting slowly upward from an extremely low angle, focuses on a set of ancient bluestone steps, drenched in the scent of dampness. Countless slender, emerald green vines cling tenaciously upwards, their tender green tendrils like tiny tentacles, cautiously exploring and clinging to the rough surface of the stone. Glistening water droplets hang from their leaves. These vines have formed a dense green carpet, almost completely covering the steps, originally a dark blue-gray hue due to moisture. Only in the gaps between the interwoven vines do the mottled marks of age-worn stone appear. Soft, diffused light streams down from above, revealing the veins of each leaf and causing the water droplets to shimmer with a faint, cool glow. The entire scene, framed by a cool palette, exudes an atmosphere of profound tranquility and unyielding vitality.", + "seed": 26729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_9813_seed_26729_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030203300691209734, + "vlm_logprob": -0.030203300691209734, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.030203300691209734, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04474768787622452 + ], + "opposite_logprob_tokens": [ + -3.1697475910186768 + ], + "logprob_reward": -0.04474768787622452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04474768787622452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11736039072275162, + 0.06391256302595139, + 0.06135726720094681, + 0.04159232974052429, + 0.0580364428460598, + 0.02711012028157711, + 0.03210063651204109, + 0.5269246101379395, + 0.04533639922738075, + 0.026269197463989258 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.04474768787622452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001957169035449624 + ], + "opposite_logprob_tokens": [ + -6.251956939697266 + ], + "logprob_reward": -0.001957169035449624, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001957169035449624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14092859625816345, + 0.04675237461924553, + 0.036311909556388855, + 0.04878545552492142, + 0.07711656391620636, + 0.02464132569730282, + 0.03303491696715355, + 0.5426454544067383, + 0.028559638187289238, + 0.02122383937239647 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.001957169035449624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024943212047219276 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024943212047219276, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024943212047219276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18656153976917267, + 0.1349983960390091, + 0.06586583703756332, + 0.042969994246959686, + 0.03759367763996124, + 0.019949501380324364, + 0.06559914350509644, + 0.38965174555778503, + 0.02511240728199482, + 0.03169773519039154 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0024943212047219276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030320286750793 + ], + "opposite_logprob_tokens": [ + -2.3503031730651855 + ], + "logprob_reward": -0.10030320286750793, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030320286750793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09820766746997833, + 0.04461399093270302, + 0.045181795954704285, + 0.04413064196705818, + 0.028586504980921745, + 0.01954599656164646, + 0.0731973722577095, + 0.5540627241134644, + 0.054098423570394516, + 0.038374822586774826 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10030320286750793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11982813477516174, + 0.06658496707677841, + 0.07901373505592346, + 0.04337100684642792, + 0.09967906028032303, + 0.02646470069885254, + 0.033819034695625305, + 0.48372092843055725, + 0.0226436760276556, + 0.02487475983798504 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0015141224721446633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilting slowly upward from an extremely low angle, focuses on a set of ancient bluestone steps, drenched in the scent of dampness. Countless slender, emerald green vines cling tenaciously upwards, their tender green tendrils like tiny tentacles, cautiously exploring and clinging to the rough surface of the stone. Glistening water droplets hang from their leaves. These vines have formed a dense green carpet, almost completely covering the steps, originally a dark blue-gray hue due to moisture. Only in the gaps between the interwoven vines do the mottled marks of age-worn stone appear. Soft, diffused light streams down from above, revealing the veins of each leaf and causing the water droplets to shimmer with a faint, cool glow. The entire scene, framed by a cool palette, exudes an atmosphere of profound tranquility and unyielding vitality.", + "seed": 26730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_7/index_9813_seed_26730_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.032044613547623155, + "vlm_logprob": -0.032044613547623155, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.032044613547623155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058922041207551956 + ], + "opposite_logprob_tokens": [ + -2.933922052383423 + ], + "logprob_reward": -0.058922041207551956, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058922041207551956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11181103438138962, + 0.12416660785675049, + 0.06715408712625504, + 0.03837253898382187, + 0.11322673410177231, + 0.10588982701301575, + 0.18005284667015076, + 0.09370818734169006, + 0.05588395521044731, + 0.10973423719406128 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.058922041207551956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004124349914491177 + ], + "opposite_logprob_tokens": [ + -5.504124164581299 + ], + "logprob_reward": -0.004124349914491177, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004124349914491177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14508605003356934, + 0.08552653342485428, + 0.05814899131655693, + 0.08890457451343536, + 0.08853226900100708, + 0.0573667511343956, + 0.15997400879859924, + 0.08278615772724152, + 0.08740625530481339, + 0.14626842737197876 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.004124349914491177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812231495976448 + ], + "opposite_logprob_tokens": [ + -3.2881224155426025 + ], + "logprob_reward": -0.03812231495976448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812231495976448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25511446595191956, + 0.1318872720003128, + 0.10635586082935333, + 0.1124941036105156, + 0.05706189200282097, + 0.10157760977745056, + 0.07908055186271667, + 0.05736914277076721, + 0.04380910471081734, + 0.05524999648332596 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03812231495976448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054953280836343765 + ], + "opposite_logprob_tokens": [ + -2.9299533367156982 + ], + "logprob_reward": -0.054953280836343765, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054953280836343765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12159805744886398, + 0.15185382962226868, + 0.06940671801567078, + 0.09104478359222412, + 0.17854933440685272, + 0.07567272335290909, + 0.17186839878559113, + 0.03899237886071205, + 0.06311444938182831, + 0.03789929673075676 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.054953280836343765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of ancient bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the steps covered by a dense carpet of slender emerald green vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glistening water droplets visible hanging from the vine leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera tilting slowly upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light causing water droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101080819964409 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101080819964409, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101080819964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24209235608577728, + 0.1720273196697235, + 0.062024760991334915, + 0.11485161632299423, + 0.044934432953596115, + 0.1009707823395729, + 0.07469365000724792, + 0.0957573801279068, + 0.03306102752685547, + 0.05958669260144234 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004101080819964409 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_tensor([9288, 9288])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_tensor([9288, 9288])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d82696e13a8015ce99828fae67c480f3dba6a938 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_tensor([9288, 9288])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up shot, against a backdrop of pure, bottomless darkness, a highly focused, sharp-edged cold-white spotlight shines diagonally from above, precisely illuminating a corner of a recently excavated ancient bronze sacrificial vessel. The vessel's surface is covered in uneven bluish-green patina, intricately carved with mythical beasts, and crevices of dried earth are embedded in its crevices. Shot in extreme slow motion, countless tiny particles of dust and sand are gently awakened by an invisible air current, slowly rising from the intricate veins of the bronze vessel. Each tiny particle is clearly captured in the beam, shimmering with a fleeting, warm golden glow. As if imbued with life, they spiral upward with an almost hypnotic grace, dispersing and ultimately dissolving into the surrounding darkness. The entire scene evokes a sense of tranquility and solemnity, as if frozen in time, silently telling the story of a long-forgotten history.", + "seed": 24727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_9288_seed_24727_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16218964010477066, + "vlm_logprob": -0.16218964010477066, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.16218964010477066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02918834611773491 + ], + "opposite_logprob_tokens": [ + -3.779188394546509 + ], + "logprob_reward": -0.02918834611773491, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02918834611773491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31615594029426575, + 0.08592133969068527, + 0.07052800059318542, + 0.07637490332126617, + 0.21039502322673798, + 0.07469557970762253, + 0.05299784615635872, + 0.04486440122127533, + 0.036645419895648956, + 0.03142160549759865 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02918834611773491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761651992797852 + ], + "opposite_logprob_tokens": [ + -0.8261651992797852 + ], + "logprob_reward": -0.5761651992797852, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761651992797852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11016425490379333, + 0.1185339018702507, + 0.34734416007995605, + 0.08049862831830978, + 0.03837665542960167, + 0.09739141911268234, + 0.08842289447784424, + 0.02654239907860756, + 0.028065942227840424, + 0.0646597221493721 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.5761651992797852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710705399513245 + ], + "opposite_logprob_tokens": [ + -2.1271071434020996 + ], + "logprob_reward": -0.12710705399513245, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710705399513245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16609439253807068, + 0.14476259052753448, + 0.21169568598270416, + 0.07956065237522125, + 0.16977767646312714, + 0.05786958336830139, + 0.04140264913439751, + 0.014955955557525158, + 0.03165651857852936, + 0.08222432434558868 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.12710705399513245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980954572558403 + ], + "opposite_logprob_tokens": [ + -3.5298094749450684 + ], + "logprob_reward": -0.02980954572558403, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980954572558403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.222075954079628, + 0.11147002875804901, + 0.15166805684566498, + 0.039366066455841064, + 0.25076940655708313, + 0.06613755971193314, + 0.03069726936519146, + 0.053647562861442566, + 0.030433351173996925, + 0.043734751641750336 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.02980954572558403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867805540561676 + ], + "opposite_logprob_tokens": [ + -3.048678159713745 + ], + "logprob_reward": -0.04867805540561676, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867805540561676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29186689853668213, + 0.0702509731054306, + 0.17228195071220398, + 0.06333188712596893, + 0.13175976276397705, + 0.0899035632610321, + 0.02667691372334957, + 0.04132600873708725, + 0.026424475014209747, + 0.08617759495973587 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04867805540561676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up shot, against a backdrop of pure, bottomless darkness, a highly focused, sharp-edged cold-white spotlight shines diagonally from above, precisely illuminating a corner of a recently excavated ancient bronze sacrificial vessel. The vessel's surface is covered in uneven bluish-green patina, intricately carved with mythical beasts, and crevices of dried earth are embedded in its crevices. Shot in extreme slow motion, countless tiny particles of dust and sand are gently awakened by an invisible air current, slowly rising from the intricate veins of the bronze vessel. Each tiny particle is clearly captured in the beam, shimmering with a fleeting, warm golden glow. As if imbued with life, they spiral upward with an almost hypnotic grace, dispersing and ultimately dissolving into the surrounding darkness. The entire scene evokes a sense of tranquility and solemnity, as if frozen in time, silently telling the story of a long-forgotten history.", + "seed": 24728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_9288_seed_24728_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12039295826107263, + "vlm_logprob": -0.12039295826107263, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.12039295826107263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.444101482629776 + ], + "opposite_logprob_tokens": [ + -1.0691014528274536 + ], + "logprob_reward": -0.444101482629776, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.444101482629776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12035608291625977, + 0.06671616435050964, + 0.022999484091997147, + 0.006122141145169735, + 0.014011041261255741, + 0.019064823165535927, + 0.0897950828075409, + 0.3994453549385071, + 0.23711654543876648, + 0.024373291060328484 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.444101482629776 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502041429281235 + ], + "opposite_logprob_tokens": [ + -2.930020332336426 + ], + "logprob_reward": -0.05502041429281235, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502041429281235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658812314271927, + 0.05830223485827446, + 0.0600309856235981, + 0.01514981035143137, + 0.007732451893389225, + 0.00927906297147274, + 0.019309718161821365, + 0.07919178158044815, + 0.4029647707939148, + 0.18215791881084442 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.05502041429281235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011104450561106205 + ], + "opposite_logprob_tokens": [ + -4.511104583740234 + ], + "logprob_reward": -0.011104450561106205, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011104450561106205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12500569224357605, + 0.09743616729974747, + 0.13028059899806976, + 0.02596125192940235, + 0.023696966469287872, + 0.013961870223283768, + 0.012074749916791916, + 0.11812232434749603, + 0.36576542258262634, + 0.08769489824771881 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.011104450561106205 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307321831583977 + ], + "opposite_logprob_tokens": [ + -3.1680731773376465 + ], + "logprob_reward": -0.04307321831583977, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307321831583977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15598881244659424, + 0.05093315243721008, + 0.023067550733685493, + 0.02651906944811344, + 0.03263277933001518, + 0.02204461395740509, + 0.016980541869997978, + 0.20965678989887238, + 0.3997803330421448, + 0.0623963437974453 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.04307321831583977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866522550582886 + ], + "opposite_logprob_tokens": [ + -3.0486652851104736 + ], + "logprob_reward": -0.04866522550582886, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866522550582886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22227773070335388, + 0.04593300446867943, + 0.05780157074332237, + 0.021795321255922318, + 0.07406791299581528, + 0.04952674359083176, + 0.03267191722989082, + 0.1522248089313507, + 0.29930058121681213, + 0.044400352984666824 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.04866522550582886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up shot, against a backdrop of pure, bottomless darkness, a highly focused, sharp-edged cold-white spotlight shines diagonally from above, precisely illuminating a corner of a recently excavated ancient bronze sacrificial vessel. The vessel's surface is covered in uneven bluish-green patina, intricately carved with mythical beasts, and crevices of dried earth are embedded in its crevices. Shot in extreme slow motion, countless tiny particles of dust and sand are gently awakened by an invisible air current, slowly rising from the intricate veins of the bronze vessel. Each tiny particle is clearly captured in the beam, shimmering with a fleeting, warm golden glow. As if imbued with life, they spiral upward with an almost hypnotic grace, dispersing and ultimately dissolving into the surrounding darkness. The entire scene evokes a sense of tranquility and solemnity, as if frozen in time, silently telling the story of a long-forgotten history.", + "seed": 24729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_9288_seed_24729_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5898142822086812, + "vlm_logprob": -0.5898142822086812, + "vlm_yes_no_margin": 1.3, + "vlm_token_credit": -0.5898142822086812, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8065860271453857 + ], + "opposite_logprob_tokens": [ + -0.18158601224422455 + ], + "logprob_reward": -1.8065860271453857, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8065860271453857, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16391076147556305, + 0.041100334376096725, + 0.026403123512864113, + 0.025522243231534958, + 0.12038397043943405, + 0.11769922077655792, + 0.1154225766658783, + 0.06324504315853119, + 0.17258313298225403, + 0.15372955799102783 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -1.8065860271453857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742975831031799 + ], + "opposite_logprob_tokens": [ + -0.47429758310317993 + ], + "logprob_reward": -0.9742975831031799, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742975831031799, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07332707196474075, + 0.1102726012468338, + 0.05198286846280098, + 0.037916380912065506, + 0.14162473380565643, + 0.03199931979179382, + 0.1558358371257782, + 0.05977756902575493, + 0.2531471848487854, + 0.08411642163991928 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.9742975831031799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07011006772518158 + ], + "opposite_logprob_tokens": [ + -2.6951100826263428 + ], + "logprob_reward": -0.07011006772518158, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07011006772518158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10131566971540451, + 0.08215472847223282, + 0.05223475769162178, + 0.0442388579249382, + 0.09250076115131378, + 0.2777964770793915, + 0.07518816739320755, + 0.040308356285095215, + 0.15943482518196106, + 0.07482737302780151 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.07011006772518158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054984986782073975 + ], + "opposite_logprob_tokens": [ + -2.9299850463867188 + ], + "logprob_reward": -0.054984986782073975, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054984986782073975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06354337185621262, + 0.04114976152777672, + 0.030559776350855827, + 0.02682766318321228, + 0.047277241945266724, + 0.35559868812561035, + 0.2642168402671814, + 0.03414958342909813, + 0.09316448867321014, + 0.04351258650422096 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.054984986782073975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043092746287584305 + ], + "opposite_logprob_tokens": [ + -3.168092727661133 + ], + "logprob_reward": -0.043092746287584305, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043092746287584305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09235240519046783, + 0.059846676886081696, + 0.04154288023710251, + 0.02696548029780388, + 0.04349331930279732, + 0.31938010454177856, + 0.0977867916226387, + 0.0549190454185009, + 0.2022843360900879, + 0.0614289864897728 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.043092746287584305 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up shot, against a backdrop of pure, bottomless darkness, a highly focused, sharp-edged cold-white spotlight shines diagonally from above, precisely illuminating a corner of a recently excavated ancient bronze sacrificial vessel. The vessel's surface is covered in uneven bluish-green patina, intricately carved with mythical beasts, and crevices of dried earth are embedded in its crevices. Shot in extreme slow motion, countless tiny particles of dust and sand are gently awakened by an invisible air current, slowly rising from the intricate veins of the bronze vessel. Each tiny particle is clearly captured in the beam, shimmering with a fleeting, warm golden glow. As if imbued with life, they spiral upward with an almost hypnotic grace, dispersing and ultimately dissolving into the surrounding darkness. The entire scene evokes a sense of tranquility and solemnity, as if frozen in time, silently telling the story of a long-forgotten history.", + "seed": 24730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_8/index_9288_seed_24730_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18011165037751198, + "vlm_logprob": -0.18011165037751198, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.18011165037751198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23390978574752808 + ], + "opposite_logprob_tokens": [ + -1.6089098453521729 + ], + "logprob_reward": -0.23390978574752808, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23390978574752808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6679804921150208, + 0.024601466953754425, + 0.023384181782603264, + 0.013785288669168949, + 0.05042698234319687, + 0.03238259255886078, + 0.04204731062054634, + 0.02705514430999756, + 0.08593872934579849, + 0.032397814095020294 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.23390978574752808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233433842658997 + ], + "opposite_logprob_tokens": [ + -0.8983433842658997 + ], + "logprob_reward": -0.5233433842658997, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233433842658997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5700732469558716, + 0.05665271729230881, + 0.11446550488471985, + 0.049698229879140854, + 0.016077931970357895, + 0.034997448325157166, + 0.04381445795297623, + 0.0477725975215435, + 0.04791688919067383, + 0.018531013280153275 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5233433842658997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062103740870952606 + ], + "opposite_logprob_tokens": [ + -2.812103748321533 + ], + "logprob_reward": -0.062103740870952606, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062103740870952606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5358456373214722, + 0.0441557914018631, + 0.04841979965567589, + 0.03842223435640335, + 0.06220168247818947, + 0.044022563844919205, + 0.05178968235850334, + 0.010781011544167995, + 0.008392611518502235, + 0.15596896409988403 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.062103740870952606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430825836956501 + ], + "opposite_logprob_tokens": [ + -3.1680824756622314 + ], + "logprob_reward": -0.0430825836956501, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430825836956501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14285150170326233, + 0.09332650899887085, + 0.05403582379221916, + 0.04901617020368576, + 0.23094816505908966, + 0.13026247918605804, + 0.14181482791900635, + 0.04943494126200676, + 0.049397967755794525, + 0.058911651372909546 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0430825836956501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background pure and bottomless darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cold-white spotlight shining diagonally from above to illuminate an ancient bronze sacrificial vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of dust and sand rising from the vessel's crevices in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising particles shimmer with a warm golden glow within the spotlight beam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811875730752945 + ], + "opposite_logprob_tokens": [ + -3.288118839263916 + ], + "logprob_reward": -0.03811875730752945, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811875730752945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33096399903297424, + 0.030612431466579437, + 0.0436374768614769, + 0.03973764926195145, + 0.07335661351680756, + 0.2664557099342346, + 0.05540131404995918, + 0.03809041157364845, + 0.021890364587306976, + 0.0998539850115776 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.03811875730752945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_tensor([6504, 6504])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_tensor([6504, 6504])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..446dba29c0ee02fea440653aebf38702ed001d25 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_tensor([6504, 6504])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, horizontal wide-angle shot captures a vibrant 8-bit pixel art concert. Center stage, an anthropomorphic USB drive composed of bright blue and gray pixels takes center stage, acting as conductor. With two simple white blocks for eyes, it stands atop a small, pixelated podium. Its body sways gently to an imaginary electronic beat. One pixelated arm holds a gleaming white baton, waving it up and down decisively and rhythmically. Another arm reaches to the side of the stage, cuing a pixelated band. This band is composed entirely of anthropomorphic 8-bit instruments: a red pixelated keyboard, its keys pulsing and glowing in time with the melody; a yellow pixelated drum set, its drumheads and cymbals emitting tiny white pixelated starbursts when struck by invisible sticks; and a green pixelated electric guitar, bobbing up and down to the rhythm of a passionate solo. The entire scene is bathed in a simulated pixelated spotlight. Deep purple beams cast sharp geometric shapes against a deep black background, dotted with slowly blinking pixels reminiscent of stars from early arcade games. The primary color palette of electric blue, magenta, and bright yellow creates a strong visual contrast, and all elements are rendered in crisp, non-anti-aliased pixel blocks, creating a nostalgic, dynamic, and playful atmosphere reminiscent of a retro gaming concert.", + "seed": 33509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_6504_seed_33509_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012560893129557372, + "vlm_logprob": -0.012560893129557372, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.012560893129557372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020897215232253075 + ], + "opposite_logprob_tokens": [ + -3.895897150039673 + ], + "logprob_reward": -0.020897215232253075, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020897215232253075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25697335600852966, + 0.09932182729244232, + 0.08245521783828735, + 0.048181936144828796, + 0.11333682388067245, + 0.03799574822187424, + 0.037277404218912125, + 0.05432676151394844, + 0.06445005536079407, + 0.20568090677261353 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.020897215232253075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15010815858840942, + 0.07450836896896362, + 0.08950761705636978, + 0.1296776682138443, + 0.12553338706493378, + 0.06448065489530563, + 0.0607755184173584, + 0.07073336839675903, + 0.05522451549768448, + 0.17945073544979095 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076745577156544 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076745577156544, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076745577156544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14549186825752258, + 0.07950057834386826, + 0.06344237923622131, + 0.2723034620285034, + 0.06735054403543472, + 0.1345192939043045, + 0.09795752167701721, + 0.04111538082361221, + 0.03572098910808563, + 0.06259796768426895 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.011076745577156544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20842240750789642, + 0.08199602365493774, + 0.03305225074291229, + 0.05544097721576691, + 0.11020635813474655, + 0.06920383125543594, + 0.023992525413632393, + 0.07742434740066528, + 0.02349015325307846, + 0.31677109003067017 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094432573765516 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094432573765516, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094432573765516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09250060468912125, + 0.11163316667079926, + 0.08379101008176804, + 0.0375761054456234, + 0.1509070098400116, + 0.04607754200696945, + 0.15808571875095367, + 0.025986818596720695, + 0.04277579486370087, + 0.25066623091697693 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.004094432573765516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, horizontal wide-angle shot captures a vibrant 8-bit pixel art concert. Center stage, an anthropomorphic USB drive composed of bright blue and gray pixels takes center stage, acting as conductor. With two simple white blocks for eyes, it stands atop a small, pixelated podium. Its body sways gently to an imaginary electronic beat. One pixelated arm holds a gleaming white baton, waving it up and down decisively and rhythmically. Another arm reaches to the side of the stage, cuing a pixelated band. This band is composed entirely of anthropomorphic 8-bit instruments: a red pixelated keyboard, its keys pulsing and glowing in time with the melody; a yellow pixelated drum set, its drumheads and cymbals emitting tiny white pixelated starbursts when struck by invisible sticks; and a green pixelated electric guitar, bobbing up and down to the rhythm of a passionate solo. The entire scene is bathed in a simulated pixelated spotlight. Deep purple beams cast sharp geometric shapes against a deep black background, dotted with slowly blinking pixels reminiscent of stars from early arcade games. The primary color palette of electric blue, magenta, and bright yellow creates a strong visual contrast, and all elements are rendered in crisp, non-anti-aliased pixel blocks, creating a nostalgic, dynamic, and playful atmosphere reminiscent of a retro gaming concert.", + "seed": 33510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_6504_seed_33510_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.005430787336081266, + "vlm_logprob": -0.005430787336081266, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.005430787336081266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007780720945447683 + ], + "opposite_logprob_tokens": [ + -4.8827805519104 + ], + "logprob_reward": -0.007780720945447683, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007780720945447683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21248739957809448, + 0.2655363976955414, + 0.04421134293079376, + 0.17159581184387207, + 0.05472555384039879, + 0.09023816138505936, + 0.022188736125826836, + 0.06477820873260498, + 0.023795511573553085, + 0.050442952662706375 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.007780720945447683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258894059807062 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005258894059807062, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258894059807062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0980677679181099, + 0.34376320242881775, + 0.048716187477111816, + 0.03182073310017586, + 0.030008183792233467, + 0.1142444983124733, + 0.03069082461297512, + 0.04404447227716446, + 0.2366124987602234, + 0.022031739354133606 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.005258894059807062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251067224889994 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005251067224889994, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251067224889994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10060708969831467, + 0.4152357280254364, + 0.09206002950668335, + 0.10036668926477432, + 0.05292496085166931, + 0.0653260350227356, + 0.049882519990205765, + 0.03501457720994949, + 0.0616593100130558, + 0.026923073455691338 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005251067224889994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249881185591221 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249881185591221, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249881185591221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19922998547554016, + 0.30782198905944824, + 0.09393097460269928, + 0.06883778423070908, + 0.06844500452280045, + 0.09329987317323685, + 0.04058385640382767, + 0.017149852588772774, + 0.092994324862957, + 0.017706342041492462 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005249881185591221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1620955914258957, + 0.34697267413139343, + 0.10171246528625488, + 0.1281757652759552, + 0.05047164112329483, + 0.039098042994737625, + 0.014807931147515774, + 0.04322410747408867, + 0.06649637222290039, + 0.04694546386599541 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003613373264670372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, horizontal wide-angle shot captures a vibrant 8-bit pixel art concert. Center stage, an anthropomorphic USB drive composed of bright blue and gray pixels takes center stage, acting as conductor. With two simple white blocks for eyes, it stands atop a small, pixelated podium. Its body sways gently to an imaginary electronic beat. One pixelated arm holds a gleaming white baton, waving it up and down decisively and rhythmically. Another arm reaches to the side of the stage, cuing a pixelated band. This band is composed entirely of anthropomorphic 8-bit instruments: a red pixelated keyboard, its keys pulsing and glowing in time with the melody; a yellow pixelated drum set, its drumheads and cymbals emitting tiny white pixelated starbursts when struck by invisible sticks; and a green pixelated electric guitar, bobbing up and down to the rhythm of a passionate solo. The entire scene is bathed in a simulated pixelated spotlight. Deep purple beams cast sharp geometric shapes against a deep black background, dotted with slowly blinking pixels reminiscent of stars from early arcade games. The primary color palette of electric blue, magenta, and bright yellow creates a strong visual contrast, and all elements are rendered in crisp, non-anti-aliased pixel blocks, creating a nostalgic, dynamic, and playful atmosphere reminiscent of a retro gaming concert.", + "seed": 33511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_6504_seed_33511_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006231859000399709, + "vlm_logprob": -0.006231859000399709, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.006231859000399709, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01628231629729271 + ], + "opposite_logprob_tokens": [ + -4.141282081604004 + ], + "logprob_reward": -0.01628231629729271, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01628231629729271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2648482918739319, + 0.08473635464906693, + 0.04805607721209526, + 0.02533326856791973, + 0.22480979561805725, + 0.15778057277202606, + 0.02445807307958603, + 0.09337063133716583, + 0.02268829196691513, + 0.05391864851117134 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.01628231629729271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028232974000275135 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028232974000275135, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028232974000275135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3391379714012146, + 0.10229131579399109, + 0.1176416352391243, + 0.041224971413612366, + 0.1309930384159088, + 0.052707429975271225, + 0.050520651042461395, + 0.054973337799310684, + 0.03148875758051872, + 0.07902094721794128 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0028232974000275135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2915869653224945, + 0.13291962444782257, + 0.08054312318563461, + 0.0845952257514, + 0.0906532034277916, + 0.096929632127285, + 0.034520722925662994, + 0.03514312952756882, + 0.0653265193104744, + 0.0877818688750267 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613254288211465 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613254288211465, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613254288211465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41593968868255615, + 0.0944339707493782, + 0.083452969789505, + 0.043200425803661346, + 0.08565038442611694, + 0.10487166047096252, + 0.024078983813524246, + 0.026576045900583267, + 0.07768092304468155, + 0.04411493241786957 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003613254288211465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18301856517791748, + 0.08321429789066315, + 0.04325292631983757, + 0.057447101920843124, + 0.0634840875864029, + 0.3787440359592438, + 0.06203669682145119, + 0.06570565700531006, + 0.01751204952597618, + 0.04558451846241951 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.003189241047948599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, horizontal wide-angle shot captures a vibrant 8-bit pixel art concert. Center stage, an anthropomorphic USB drive composed of bright blue and gray pixels takes center stage, acting as conductor. With two simple white blocks for eyes, it stands atop a small, pixelated podium. Its body sways gently to an imaginary electronic beat. One pixelated arm holds a gleaming white baton, waving it up and down decisively and rhythmically. Another arm reaches to the side of the stage, cuing a pixelated band. This band is composed entirely of anthropomorphic 8-bit instruments: a red pixelated keyboard, its keys pulsing and glowing in time with the melody; a yellow pixelated drum set, its drumheads and cymbals emitting tiny white pixelated starbursts when struck by invisible sticks; and a green pixelated electric guitar, bobbing up and down to the rhythm of a passionate solo. The entire scene is bathed in a simulated pixelated spotlight. Deep purple beams cast sharp geometric shapes against a deep black background, dotted with slowly blinking pixels reminiscent of stars from early arcade games. The primary color palette of electric blue, magenta, and bright yellow creates a strong visual contrast, and all elements are rendered in crisp, non-anti-aliased pixel blocks, creating a nostalgic, dynamic, and playful atmosphere reminiscent of a retro gaming concert.", + "seed": 33512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000009/group_9/index_6504_seed_33512_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01401001843623817, + "vlm_logprob": -0.01401001843623817, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01401001843623817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03831450641155243 + ], + "opposite_logprob_tokens": [ + -3.2883145809173584 + ], + "logprob_reward": -0.03831450641155243, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03831450641155243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09380856156349182, + 0.05392806604504585, + 0.2804192900657654, + 0.035401295870542526, + 0.14107276499271393, + 0.07171951979398727, + 0.04582300782203674, + 0.03827246278524399, + 0.08828031271696091, + 0.15127477049827576 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.03831450641155243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1202666237950325, + 0.07758069783449173, + 0.04516512155532837, + 0.04137461259961128, + 0.08595592528581619, + 0.2708231806755066, + 0.10255203396081924, + 0.03508376702666283, + 0.07637325674295425, + 0.1448247879743576 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021978288423269987 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021978288423269987, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021978288423269987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08239257335662842, + 0.03831988200545311, + 0.060449469834566116, + 0.2793863117694855, + 0.10677556693553925, + 0.16088995337486267, + 0.038612887263298035, + 0.028139494359493256, + 0.037463195621967316, + 0.16757069528102875 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.0021978288423269987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05492465943098068, + 0.020188400521874428, + 0.12722989916801453, + 0.0341583676636219, + 0.5626150369644165, + 0.06389173865318298, + 0.02510054223239422, + 0.024328019469976425, + 0.020411968231201172, + 0.06715145707130432 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.006733584217727184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic USB drive composed of bright blue and gray pixels acting as a conductor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the USB drive standing on a small pixelated podium while swaying gently and waving a white baton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the band composed of a red pixelated keyboard, a yellow pixelated drum set emitting starbursts, and a green pixelated electric guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a fixed, horizontal wide-angle shot with a deep black background and deep purple geometric light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are all visual elements rendered in crisp, non-anti-aliased pixel blocks with a primary palette of electric blue, magenta, and bright yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1915559023618698, + 0.07423281669616699, + 0.04309559985995293, + 0.09873364120721817, + 0.08546954393386841, + 0.09095785766839981, + 0.06831447035074234, + 0.06598975509405136, + 0.039437588304281235, + 0.24221287667751312 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0067326370626688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_tensor([9874, 9874])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_tensor([9874, 9874])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..011cef3a57edcc1079de965e99f20d77cca49050 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_tensor([9874, 9874])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot, the camera panning steadily to the right, follows a massive, asymmetrical, geometric alien spacecraft as it glides with a majestic, silent speed over a rain-soaked futuristic metropolis. The vessel's hull is composed of an unknown, smooth, obsidian material; rain slides down its icy curves without leaving a trace. The hull is covered in intricate, luminous patterns that pulsate with a cold, cyan-blue light in a rhythmic, inhuman pattern, casting an eerie halo on the wet streets below. Below, skyscrapers pierce the sky like a metallic jungle, shrouded by a thick, dark cloud. Huge, translucent holographic billboards flicker and morph between the buildings, displaying dynamic, color-saturated commercials. As the spacecraft gracefully passed in front of a holographic billboard projecting a huge female face, its powerful energy field even caused slight distortion of the holographic image and data interference. The whole scene, with the contrast between the cold background of the rainy night and the warm glow of the billboard, created a strong sense of cyberpunk melancholy and technological sublimity.", + "seed": 23792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_9874_seed_23792_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11950754523277282, + "vlm_logprob": -0.11950754523277282, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.11950754523277282, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2883619964122772 + ], + "opposite_logprob_tokens": [ + -1.5383620262145996 + ], + "logprob_reward": -0.2883619964122772, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2883619964122772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12979385256767273, + 0.1008378192782402, + 0.07426706701517105, + 0.07666286826133728, + 0.06526569277048111, + 0.07139092683792114, + 0.3177343010902405, + 0.022521719336509705, + 0.06287439167499542, + 0.07865136861801147 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.2883619964122772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297110468149185 + ], + "opposite_logprob_tokens": [ + -2.237971067428589 + ], + "logprob_reward": -0.11297110468149185, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297110468149185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031216252595186234, + 0.03497064486145973, + 0.020266421139240265, + 0.0473649837076664, + 0.07718827575445175, + 0.039696596562862396, + 0.038596514612436295, + 0.028037887066602707, + 0.05159815028309822, + 0.631064236164093 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.11297110468149185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037674248218536 + ], + "opposite_logprob_tokens": [ + -1.910376787185669 + ], + "logprob_reward": -0.16037674248218536, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037674248218536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09473792463541031, + 0.047431580722332, + 0.06018110737204552, + 0.09485359489917755, + 0.07692430913448334, + 0.13129056990146637, + 0.16057433187961578, + 0.050216857343912125, + 0.10733352601528168, + 0.17645616829395294 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.16037674248218536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549126520752907 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012549126520752907, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549126520752907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535832703113556, + 0.04872917756438255, + 0.048840370029211044, + 0.10273636877536774, + 0.07227756828069687, + 0.14440977573394775, + 0.11318614333868027, + 0.03612096607685089, + 0.07954442501068115, + 0.25879693031311035 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.012549126520752907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327875606715679 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327875606715679, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327875606715679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0654551088809967, + 0.022637490183115005, + 0.013821680098772049, + 0.017675545066595078, + 0.014289933256804943, + 0.20374682545661926, + 0.020803820341825485, + 0.012219463475048542, + 0.03353114426136017, + 0.5958189964294434 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.02327875606715679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera panning steadily to the right, follows a massive, asymmetrical, geometric alien spacecraft as it glides with a majestic, silent speed over a rain-soaked futuristic metropolis. The vessel's hull is composed of an unknown, smooth, obsidian material; rain slides down its icy curves without leaving a trace. The hull is covered in intricate, luminous patterns that pulsate with a cold, cyan-blue light in a rhythmic, inhuman pattern, casting an eerie halo on the wet streets below. Below, skyscrapers pierce the sky like a metallic jungle, shrouded by a thick, dark cloud. Huge, translucent holographic billboards flicker and morph between the buildings, displaying dynamic, color-saturated commercials. As the spacecraft gracefully passed in front of a holographic billboard projecting a huge female face, its powerful energy field even caused slight distortion of the holographic image and data interference. The whole scene, with the contrast between the cold background of the rainy night and the warm glow of the billboard, created a strong sense of cyberpunk melancholy and technological sublimity.", + "seed": 23793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_9874_seed_23793_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07969056935980916, + "vlm_logprob": -0.07969056935980916, + "vlm_yes_no_margin": 3.1500000238418577, + "vlm_token_credit": -0.07969056935980916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16690172255039215 + ], + "opposite_logprob_tokens": [ + -2.0419018268585205 + ], + "logprob_reward": -0.16690172255039215, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.16690172255039215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09858384728431702, + 0.08978921175003052, + 0.04020347073674202, + 0.09537323564291, + 0.11207032203674316, + 0.061204999685287476, + 0.05877191200852394, + 0.06459838151931763, + 0.12595708668231964, + 0.2534475028514862 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.16690172255039215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004571706056595 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.07004571706056595, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004571706056595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17672909796237946, + 0.06933340430259705, + 0.09002736210823059, + 0.04463404417037964, + 0.046272750943899155, + 0.0629359781742096, + 0.18465933203697205, + 0.07814566791057587, + 0.12438605725765228, + 0.12287627160549164 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.07004571706056595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428038626909256 + ], + "opposite_logprob_tokens": [ + -2.017803907394409 + ], + "logprob_reward": -0.1428038626909256, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428038626909256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16081862151622772, + 0.1752306967973709, + 0.06405200809240341, + 0.11562808603048325, + 0.07022605091333389, + 0.16990342736244202, + 0.0730925053358078, + 0.05521700903773308, + 0.06428691744804382, + 0.0515446662902832 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.1428038626909256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1747373342514038, + 0.1439007669687271, + 0.07348079234361649, + 0.1868763118982315, + 0.04698619619011879, + 0.10855232179164886, + 0.10534065216779709, + 0.05109086632728577, + 0.06117657944560051, + 0.04785817489027977 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621851284056902 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621851284056902, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621851284056902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2108197808265686, + 0.0438380092382431, + 0.061122529208660126, + 0.05565650016069412, + 0.04706008732318878, + 0.035881269723176956, + 0.0903644934296608, + 0.0422530472278595, + 0.24794387817382812, + 0.16506043076515198 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007621851284056902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera panning steadily to the right, follows a massive, asymmetrical, geometric alien spacecraft as it glides with a majestic, silent speed over a rain-soaked futuristic metropolis. The vessel's hull is composed of an unknown, smooth, obsidian material; rain slides down its icy curves without leaving a trace. The hull is covered in intricate, luminous patterns that pulsate with a cold, cyan-blue light in a rhythmic, inhuman pattern, casting an eerie halo on the wet streets below. Below, skyscrapers pierce the sky like a metallic jungle, shrouded by a thick, dark cloud. Huge, translucent holographic billboards flicker and morph between the buildings, displaying dynamic, color-saturated commercials. As the spacecraft gracefully passed in front of a holographic billboard projecting a huge female face, its powerful energy field even caused slight distortion of the holographic image and data interference. The whole scene, with the contrast between the cold background of the rainy night and the warm glow of the billboard, created a strong sense of cyberpunk melancholy and technological sublimity.", + "seed": 23794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_9874_seed_23794_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12011344004422427, + "vlm_logprob": -0.12011344004422427, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12011344004422427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3528463840484619 + ], + "opposite_logprob_tokens": [ + -1.352846384048462 + ], + "logprob_reward": -0.3528463840484619, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3528463840484619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15188537538051605, + 0.4157904088497162, + 0.06507425010204315, + 0.06042437627911568, + 0.07924244552850723, + 0.043460845947265625, + 0.02622069977223873, + 0.04606027901172638, + 0.036834437400102615, + 0.07500690966844559 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.3528463840484619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208794564008713 + ], + "opposite_logprob_tokens": [ + -2.8120880126953125 + ], + "logprob_reward": -0.06208794564008713, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208794564008713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12579193711280823, + 0.07690420001745224, + 0.04922613129019737, + 0.048173561692237854, + 0.1246611624956131, + 0.30602988600730896, + 0.049623336642980576, + 0.1265578269958496, + 0.03834107518196106, + 0.054690856486558914 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.06208794564008713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036221385002136 + ], + "opposite_logprob_tokens": [ + -1.9103622436523438 + ], + "logprob_reward": -0.16036221385002136, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036221385002136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1630835235118866, + 0.11980343610048294, + 0.05231922119855881, + 0.05888868868350983, + 0.08156625181436539, + 0.22148647904396057, + 0.09567633271217346, + 0.07141591608524323, + 0.04890597239136696, + 0.08685421198606491 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16036221385002136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22545909881591797, + 0.3576178550720215, + 0.08425825834274292, + 0.039097342640161514, + 0.052123647183179855, + 0.0424557663500309, + 0.07823409885168076, + 0.0342128723859787, + 0.04347383230924606, + 0.04306711629033089 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.208011195063591, + 0.17664068937301636, + 0.033141739666461945, + 0.031453121453523636, + 0.034473173320293427, + 0.05193262919783592, + 0.03968089073896408, + 0.06576699763536453, + 0.02799743041396141, + 0.3309021294116974 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.014187190681695938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera panning steadily to the right, follows a massive, asymmetrical, geometric alien spacecraft as it glides with a majestic, silent speed over a rain-soaked futuristic metropolis. The vessel's hull is composed of an unknown, smooth, obsidian material; rain slides down its icy curves without leaving a trace. The hull is covered in intricate, luminous patterns that pulsate with a cold, cyan-blue light in a rhythmic, inhuman pattern, casting an eerie halo on the wet streets below. Below, skyscrapers pierce the sky like a metallic jungle, shrouded by a thick, dark cloud. Huge, translucent holographic billboards flicker and morph between the buildings, displaying dynamic, color-saturated commercials. As the spacecraft gracefully passed in front of a holographic billboard projecting a huge female face, its powerful energy field even caused slight distortion of the holographic image and data interference. The whole scene, with the contrast between the cold background of the rainy night and the warm glow of the billboard, created a strong sense of cyberpunk melancholy and technological sublimity.", + "seed": 23795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_0/index_9874_seed_23795_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09341634381562472, + "vlm_logprob": -0.09341634381562472, + "vlm_yes_no_margin": 2.925000023841858, + "vlm_token_credit": -0.09341634381562472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1700967699289322 + ], + "opposite_logprob_tokens": [ + -2.0450968742370605 + ], + "logprob_reward": -0.1700967699289322, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1700967699289322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2017931491136551, + 0.2969762682914734, + 0.07426080852746964, + 0.015624391846358776, + 0.011912082321941853, + 0.19814172387123108, + 0.028841273859143257, + 0.05125276371836662, + 0.0596720427274704, + 0.06152542680501938 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1700967699289322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298377811908722 + ], + "opposite_logprob_tokens": [ + -2.2379837036132812 + ], + "logprob_reward": -0.11298377811908722, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298377811908722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14172331988811493, + 0.05071781948208809, + 0.06759874522686005, + 0.054523855447769165, + 0.02191106230020523, + 0.017309360206127167, + 0.08779214322566986, + 0.08823125064373016, + 0.42419952154159546, + 0.0459928996860981 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.11298377811908722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603797823190689 + ], + "opposite_logprob_tokens": [ + -1.9103797674179077 + ], + "logprob_reward": -0.1603797823190689, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603797823190689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4606257975101471, + 0.07223641872406006, + 0.14567099511623383, + 0.02631533145904541, + 0.00995029415935278, + 0.021913575008511543, + 0.035667240619659424, + 0.037227559834718704, + 0.11955250054597855, + 0.07084031403064728 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1603797823190689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551716528832912 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551716528832912, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551716528832912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3243155777454376, + 0.09931398928165436, + 0.14023585617542267, + 0.03157396242022514, + 0.010219210758805275, + 0.026535920798778534, + 0.022739436477422714, + 0.018125923350453377, + 0.24450112879276276, + 0.08243900537490845 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.012551716528832912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan steadily to the right while following the spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the spacecraft massive, asymmetrical, and geometric in shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spacecraft's hull made of a smooth, obsidian material with luminous cyan-blue patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spacecraft glide over a rain-soaked futuristic metropolis with skyscrapers and flickering holographic billboards?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106967218220234 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.01106967218220234, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106967218220234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6436375379562378, + 0.02994312345981598, + 0.03699373081326485, + 0.016508907079696655, + 0.009914480149745941, + 0.018905997276306152, + 0.011154272593557835, + 0.05019536241889, + 0.07179567962884903, + 0.1109510064125061 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01106967218220234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_tensor([7881, 7881])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_tensor([7881, 7881])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ad86cb4bb3646b2a34f01c1531b2a34aee09885 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_tensor([7881, 7881])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, sweeping, long shot, shot from a slightly upward perspective, captures a tranquil, moonless summer night. Over a secluded meadow, surrounded by the dark silhouette of an ancient forest, the deep indigo sky is dotted with sparse stars. A gentle breeze rustles the tall grass and distant leaves with a barely audible rustle. At the center of the image is a magnificent ribbon of light, emanating a warm, pulsating yellow-green bioluminescence from countless fireflies. This ethereal river of light slowly and gracefully undulates and swirls through the sky, like a living nebula. Individual fireflies dart and pause within the ribbon, collectively weaving this flowing tapestry of light. Their paths, guided by the gentle breeze, alternately become dense, like brilliant star clusters, and sparse, like a wisp of ethereal light. Their light casts a soft, dreamy halo in the absolute darkness, faintly illuminating the tips of blades of grass and motes of dust floating in the air, creating a magical atmosphere of profound tranquility and the wonder of life.", + "seed": 11784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_7881_seed_11784_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10046265833079815, + "vlm_logprob": -0.10046265833079815, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.10046265833079815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18216174840927124 + ], + "opposite_logprob_tokens": [ + -1.807161808013916 + ], + "logprob_reward": -0.18216174840927124, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18216174840927124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48277223110198975, + 0.044247791171073914, + 0.07913500815629959, + 0.02613004297018051, + 0.049816910177469254, + 0.03259999677538872, + 0.20898061990737915, + 0.023056084290146828, + 0.01870647817850113, + 0.03455480933189392 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.18216174840927124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25217437744140625 + ], + "opposite_logprob_tokens": [ + -1.5021743774414062 + ], + "logprob_reward": -0.25217437744140625, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25217437744140625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1558047980070114, + 0.06347241997718811, + 0.14766201376914978, + 0.08561969548463821, + 0.06991004943847656, + 0.026553967967629433, + 0.3507537245750427, + 0.021067360416054726, + 0.019447268918156624, + 0.05970876291394234 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.25217437744140625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715736120939255 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.033715736120939255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715736120939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13536041975021362, + 0.03827713429927826, + 0.0754394456744194, + 0.033956002444028854, + 0.01579596847295761, + 0.025356197729706764, + 0.6495649814605713, + 0.010248982347548008, + 0.008636170998215675, + 0.0073646544478833675 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.033715736120939255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44300031661987305, + 0.06301037222146988, + 0.08214893937110901, + 0.05825074762105942, + 0.04274655133485794, + 0.057082682847976685, + 0.18581733107566833, + 0.018829330801963806, + 0.030346572399139404, + 0.01876712217926979 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.016078690066933632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10614736378192902, + 0.06690105050802231, + 0.0565064400434494, + 0.013595059514045715, + 0.023824812844395638, + 0.05479957535862923, + 0.6497679352760315, + 0.014915071427822113, + 0.00801924429833889, + 0.005523531697690487 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping, long shot, shot from a slightly upward perspective, captures a tranquil, moonless summer night. Over a secluded meadow, surrounded by the dark silhouette of an ancient forest, the deep indigo sky is dotted with sparse stars. A gentle breeze rustles the tall grass and distant leaves with a barely audible rustle. At the center of the image is a magnificent ribbon of light, emanating a warm, pulsating yellow-green bioluminescence from countless fireflies. This ethereal river of light slowly and gracefully undulates and swirls through the sky, like a living nebula. Individual fireflies dart and pause within the ribbon, collectively weaving this flowing tapestry of light. Their paths, guided by the gentle breeze, alternately become dense, like brilliant star clusters, and sparse, like a wisp of ethereal light. Their light casts a soft, dreamy halo in the absolute darkness, faintly illuminating the tips of blades of grass and motes of dust floating in the air, creating a magical atmosphere of profound tranquility and the wonder of life.", + "seed": 11785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_7881_seed_11785_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12551276981830597, + "vlm_logprob": -0.12551276981830597, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.12551276981830597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07093548029661179 + ], + "opposite_logprob_tokens": [ + -2.6959354877471924 + ], + "logprob_reward": -0.07093548029661179, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07093548029661179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3478926122188568, + 0.0376284085214138, + 0.017380723729729652, + 0.017068875953555107, + 0.10778521746397018, + 0.04514003545045853, + 0.062036603689193726, + 0.0949036031961441, + 0.0214068740606308, + 0.2487570345401764 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.07093548029661179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233885645866394 + ], + "opposite_logprob_tokens": [ + -0.8983885645866394 + ], + "logprob_reward": -0.5233885645866394, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233885645866394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47599539160728455, + 0.0333569310605526, + 0.025077002122998238, + 0.016451479867100716, + 0.02090127021074295, + 0.04204293340444565, + 0.06465562433004379, + 0.04802423343062401, + 0.17660567164421082, + 0.09688947349786758 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.5233885645866394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796636179089546 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.009796636179089546, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796636179089546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32208743691444397, + 0.04188929870724678, + 0.010770505294203758, + 0.01239581499248743, + 0.15874050557613373, + 0.08890411257743835, + 0.024551520124077797, + 0.0893629640340805, + 0.09343460202217102, + 0.15786322951316833 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.009796636179089546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259960889816284 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005259960889816284, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259960889816284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14490915834903717, + 0.06035391986370087, + 0.021419167518615723, + 0.017607247456908226, + 0.06717938184738159, + 0.02600838430225849, + 0.03347694128751755, + 0.17033278942108154, + 0.1598382294178009, + 0.29887476563453674 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.005259960889816284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183207139372826 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183207139372826, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183207139372826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48571857810020447, + 0.050050292164087296, + 0.016734015196561813, + 0.018473226577043533, + 0.1260114163160324, + 0.04673917964100838, + 0.030904274433851242, + 0.07899478822946548, + 0.09150487184524536, + 0.05486930161714554 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.018183207139372826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping, long shot, shot from a slightly upward perspective, captures a tranquil, moonless summer night. Over a secluded meadow, surrounded by the dark silhouette of an ancient forest, the deep indigo sky is dotted with sparse stars. A gentle breeze rustles the tall grass and distant leaves with a barely audible rustle. At the center of the image is a magnificent ribbon of light, emanating a warm, pulsating yellow-green bioluminescence from countless fireflies. This ethereal river of light slowly and gracefully undulates and swirls through the sky, like a living nebula. Individual fireflies dart and pause within the ribbon, collectively weaving this flowing tapestry of light. Their paths, guided by the gentle breeze, alternately become dense, like brilliant star clusters, and sparse, like a wisp of ethereal light. Their light casts a soft, dreamy halo in the absolute darkness, faintly illuminating the tips of blades of grass and motes of dust floating in the air, creating a magical atmosphere of profound tranquility and the wonder of life.", + "seed": 11786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_7881_seed_11786_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18757995143532752, + "vlm_logprob": -0.18757995143532752, + "vlm_yes_no_margin": 3.0250000238418577, + "vlm_token_credit": -0.18757995143532752, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14400091767311096 + ], + "opposite_logprob_tokens": [ + -2.019001007080078 + ], + "logprob_reward": -0.14400091767311096, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14400091767311096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25200772285461426, + 0.0897405669093132, + 0.12743282318115234, + 0.0593818761408329, + 0.25117018818855286, + 0.07698588818311691, + 0.0500430092215538, + 0.048490971326828, + 0.019370613619685173, + 0.02537636086344719 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.14400091767311096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578374743461609 + ], + "opposite_logprob_tokens": [ + -0.6328374743461609 + ], + "logprob_reward": -0.7578374743461609, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578374743461609, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23952291905879974, + 0.2197057157754898, + 0.08149411529302597, + 0.16749252378940582, + 0.05250885710120201, + 0.08039788901805878, + 0.05866408720612526, + 0.022495277225971222, + 0.007085765711963177, + 0.07063282281160355 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.7578374743461609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421715971082449 + ], + "opposite_logprob_tokens": [ + -4.264217376708984 + ], + "logprob_reward": -0.01421715971082449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421715971082449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15365934371948242, + 0.19636330008506775, + 0.17226742208003998, + 0.14469268918037415, + 0.11454299837350845, + 0.0266016386449337, + 0.027263566851615906, + 0.10098811984062195, + 0.028231041505932808, + 0.03538990765810013 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01421715971082449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764338206499815 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.00764338206499815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764338206499815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11061131209135056, + 0.11933717876672745, + 0.1949959099292755, + 0.12053858488798141, + 0.19703872501850128, + 0.036618445068597794, + 0.034707967191934586, + 0.0675024539232254, + 0.05598019063472748, + 0.0626693069934845 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.00764338206499815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420082338154316 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.01420082338154316, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420082338154316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1710069626569748, + 0.17741496860980988, + 0.13070783019065857, + 0.08085711300373077, + 0.2084641456604004, + 0.07706163823604584, + 0.028863564133644104, + 0.05259174853563309, + 0.01586565189063549, + 0.05716636776924133 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.01420082338154316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, sweeping, long shot, shot from a slightly upward perspective, captures a tranquil, moonless summer night. Over a secluded meadow, surrounded by the dark silhouette of an ancient forest, the deep indigo sky is dotted with sparse stars. A gentle breeze rustles the tall grass and distant leaves with a barely audible rustle. At the center of the image is a magnificent ribbon of light, emanating a warm, pulsating yellow-green bioluminescence from countless fireflies. This ethereal river of light slowly and gracefully undulates and swirls through the sky, like a living nebula. Individual fireflies dart and pause within the ribbon, collectively weaving this flowing tapestry of light. Their paths, guided by the gentle breeze, alternately become dense, like brilliant star clusters, and sparse, like a wisp of ethereal light. Their light casts a soft, dreamy halo in the absolute darkness, faintly illuminating the tips of blades of grass and motes of dust floating in the air, creating a magical atmosphere of profound tranquility and the wonder of life.", + "seed": 11787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_1/index_7881_seed_11787_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08326168227940797, + "vlm_logprob": -0.08326168227940797, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.08326168227940797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14484336972236633 + ], + "opposite_logprob_tokens": [ + -2.019843339920044 + ], + "logprob_reward": -0.14484336972236633, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14484336972236633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014554494991898537, + 0.6388502717018127, + 0.007334558293223381, + 0.004869599360972643, + 0.019566765055060387, + 0.008389078080654144, + 0.04873878136277199, + 0.007388262078166008, + 0.005393120925873518, + 0.24491505324840546 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.14484336972236633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561118006706238 + ], + "opposite_logprob_tokens": [ + -1.6006112098693848 + ], + "logprob_reward": -0.22561118006706238, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561118006706238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014869756065309048, + 0.4271176755428314, + 0.008643992245197296, + 0.013410053215920925, + 0.03555173799395561, + 0.005664699710905552, + 0.03936166316270828, + 0.04138593375682831, + 0.003604469820857048, + 0.4103899896144867 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.22561118006706238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201529324054718 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201529324054718, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201529324054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024495311081409454, + 0.4067994952201843, + 0.016353711485862732, + 0.07827237248420715, + 0.06041662022471428, + 0.02057468146085739, + 0.08170656859874725, + 0.04249671846628189, + 0.00957436766475439, + 0.25931018590927124 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.014201529324054718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082286946475506 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082286946475506, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082286946475506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025533268228173256, + 0.2967616319656372, + 0.007114273030310869, + 0.02231297641992569, + 0.02911199815571308, + 0.03729613870382309, + 0.03539354354143143, + 0.10680337250232697, + 0.029116351157426834, + 0.4105564057826996 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.011082286946475506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a secluded meadow surrounded by the dark silhouette of an ancient forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky deep indigo, moonless, and dotted with sparse stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a ribbon of light in the sky emitting a warm, pulsating yellow-green bioluminescence from fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ribbon of light slowly undulate and swirl through the sky like a living nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow, sweeping long shot taken from a slightly upward perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570045337080956 + ], + "opposite_logprob_tokens": [ + -3.8955700397491455 + ], + "logprob_reward": -0.020570045337080956, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570045337080956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07242973893880844, + 0.15117350220680237, + 0.02337876334786415, + 0.028777994215488434, + 0.1201019212603569, + 0.04782097041606903, + 0.13829347491264343, + 0.1456853151321411, + 0.07508231699466705, + 0.19725599884986877 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.020570045337080956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_tensor([5895, 5895])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_tensor([5895, 5895])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..508f3223426e6128fdacf1dbcb2f2d243d350e8d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_tensor([5895, 5895])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "raw, close-up, still shot taken from a level angle, the composition is clean and minimalist. On the right side of the frame, a plump, vibrant lemon rests peacefully on a pristine, slightly reflective surface. Soft studio lighting streams down from the upper left, creating bright highlights on its waxy, dimpled skin and casting a soft, blurred shadow to the right. The lemon's vibrant yellow, topped by a short, emerald green stem, adds a touch of freshness. In the blank space to the left of the lemon, the words \"Lemon Days\" are drawn stroke by stroke in an elegant, calligraphic animation. As if an invisible pen, dipped in deep, forest-green ink, writes in a fluid and rhythmic pattern, the strokes sometimes delicate and silky, sometimes fuller and more powerful, each letter imbued with a dynamic, artistic beauty. The entire scene is painted in fresh and bright colors, with a tranquil and elegant atmosphere. It perfectly blends the simplicity of nature with the art of handwritten fonts, creating a leisurely, refreshing and poetic visual experience.", + "seed": 7609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_5895_seed_7609_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047301511140540244, + "vlm_logprob": -0.047301511140540244, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.047301511140540244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002388721564784646 + ], + "opposite_logprob_tokens": [ + -6.252388954162598 + ], + "logprob_reward": -0.002388721564784646, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.002388721564784646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4137275218963623, + 0.21448609232902527, + 0.12312228232622147, + 0.03177528828382492, + 0.028221989050507545, + 0.05233754217624664, + 0.02170535735785961, + 0.04435380920767784, + 0.05648638308048248, + 0.013783656060695648 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002388721564784646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793566539883614 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793566539883614, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793566539883614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4717850387096405, + 0.12644962966442108, + 0.08136868476867676, + 0.09587786346673965, + 0.062055494636297226, + 0.017644470557570457, + 0.02661159448325634, + 0.02197536826133728, + 0.04758044332265854, + 0.048651453107595444 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009793566539883614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790068507194519 + ], + "opposite_logprob_tokens": [ + -2.5790069103240967 + ], + "logprob_reward": -0.0790068507194519, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790068507194519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3326103985309601, + 0.1588073968887329, + 0.10271190851926804, + 0.10265415161848068, + 0.054898932576179504, + 0.03210252895951271, + 0.02917659468948841, + 0.04036132991313934, + 0.09907064586877823, + 0.04760612174868584 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0790068507194519 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282897114753723 + ], + "opposite_logprob_tokens": [ + -2.017828941345215 + ], + "logprob_reward": -0.14282897114753723, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282897114753723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21589577198028564, + 0.17613056302070618, + 0.15515701472759247, + 0.08351639658212662, + 0.10009857267141342, + 0.03496229276061058, + 0.052476488053798676, + 0.05961168184876442, + 0.037125114351511, + 0.08502605557441711 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14282897114753723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024894457310438156 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024894457310438156, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024894457310438156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2829318940639496, + 0.06656782329082489, + 0.09617295116186142, + 0.07642780989408493, + 0.10073528438806534, + 0.077806755900383, + 0.12497919052839279, + 0.042531903833150864, + 0.0914359837770462, + 0.04041041433811188 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0024894457310438156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "raw, close-up, still shot taken from a level angle, the composition is clean and minimalist. On the right side of the frame, a plump, vibrant lemon rests peacefully on a pristine, slightly reflective surface. Soft studio lighting streams down from the upper left, creating bright highlights on its waxy, dimpled skin and casting a soft, blurred shadow to the right. The lemon's vibrant yellow, topped by a short, emerald green stem, adds a touch of freshness. In the blank space to the left of the lemon, the words \"Lemon Days\" are drawn stroke by stroke in an elegant, calligraphic animation. As if an invisible pen, dipped in deep, forest-green ink, writes in a fluid and rhythmic pattern, the strokes sometimes delicate and silky, sometimes fuller and more powerful, each letter imbued with a dynamic, artistic beauty. The entire scene is painted in fresh and bright colors, with a tranquil and elegant atmosphere. It perfectly blends the simplicity of nature with the art of handwritten fonts, creating a leisurely, refreshing and poetic visual experience.", + "seed": 7610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_5895_seed_7610_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013010239927098155, + "vlm_logprob": -0.013010239927098155, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.013010239927098155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014486543368548155 + ], + "opposite_logprob_tokens": [ + -7.376448631286621 + ], + "logprob_reward": -0.0014486543368548155, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0014486543368548155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18864572048187256, + 0.061876606196165085, + 0.15368911623954773, + 0.08193324506282806, + 0.14550280570983887, + 0.12192515283823013, + 0.05532786622643471, + 0.04973752051591873, + 0.07654885202646255, + 0.06481309235095978 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0014486543368548155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642304033041 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642304033041, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642304033041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28874948620796204, + 0.1452113538980484, + 0.10318604856729507, + 0.05794175714254379, + 0.10714977979660034, + 0.08852066099643707, + 0.05311869829893112, + 0.04130926355719566, + 0.0795690193772316, + 0.03524390608072281 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004642304033041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809879347681999 + ], + "opposite_logprob_tokens": [ + -3.2880988121032715 + ], + "logprob_reward": -0.03809879347681999, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809879347681999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15438330173492432, + 0.060534484684467316, + 0.22842133045196533, + 0.11274459213018417, + 0.10245244950056076, + 0.1478015035390854, + 0.06441111117601395, + 0.04685738682746887, + 0.050651248544454575, + 0.03174266591668129 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.03809879347681999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085234582424164 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085234582424164, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085234582424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07488657534122467, + 0.029307140037417412, + 0.11510100960731506, + 0.07252587378025055, + 0.1534067988395691, + 0.12459973990917206, + 0.13445045053958893, + 0.0936819389462471, + 0.11078473925590515, + 0.09125575423240662 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.011085234582424164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776213206350803 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776213206350803, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776213206350803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0704261064529419, + 0.06265632808208466, + 0.08864317834377289, + 0.0602748841047287, + 0.10089342296123505, + 0.13106189668178558, + 0.30193254351615906, + 0.052251752465963364, + 0.08723238110542297, + 0.04462744668126106 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.009776213206350803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "raw, close-up, still shot taken from a level angle, the composition is clean and minimalist. On the right side of the frame, a plump, vibrant lemon rests peacefully on a pristine, slightly reflective surface. Soft studio lighting streams down from the upper left, creating bright highlights on its waxy, dimpled skin and casting a soft, blurred shadow to the right. The lemon's vibrant yellow, topped by a short, emerald green stem, adds a touch of freshness. In the blank space to the left of the lemon, the words \"Lemon Days\" are drawn stroke by stroke in an elegant, calligraphic animation. As if an invisible pen, dipped in deep, forest-green ink, writes in a fluid and rhythmic pattern, the strokes sometimes delicate and silky, sometimes fuller and more powerful, each letter imbued with a dynamic, artistic beauty. The entire scene is painted in fresh and bright colors, with a tranquil and elegant atmosphere. It perfectly blends the simplicity of nature with the art of handwritten fonts, creating a leisurely, refreshing and poetic visual experience.", + "seed": 7611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_5895_seed_7611_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032766646379604934, + "vlm_logprob": -0.032766646379604934, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.032766646379604934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001559709431603551 + ], + "opposite_logprob_tokens": [ + -7.001559734344482 + ], + "logprob_reward": -0.001559709431603551, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001559709431603551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26472991704940796, + 0.1331135481595993, + 0.22206924855709076, + 0.04138585552573204, + 0.0359494648873806, + 0.026875993236899376, + 0.05944455787539482, + 0.02906697988510132, + 0.1062256246805191, + 0.08113881200551987 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.001559709431603551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059643715620041 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059643715620041, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059643715620041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14879222214221954, + 0.07881209254264832, + 0.11098110675811768, + 0.12832874059677124, + 0.08492837846279144, + 0.18891213834285736, + 0.020066170021891594, + 0.1536957174539566, + 0.04715446010231972, + 0.03832900896668434 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.02059643715620041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033080726861954 + ], + "opposite_logprob_tokens": [ + -2.3503308296203613 + ], + "logprob_reward": -0.10033080726861954, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033080726861954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21536175906658173, + 0.08013108372688293, + 0.17853695154190063, + 0.09258828312158585, + 0.039791300892829895, + 0.25880134105682373, + 0.04556483402848244, + 0.014945860020816326, + 0.038075897842645645, + 0.036202702671289444 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.10033080726861954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718038350343704 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.033718038350343704, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718038350343704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1942005306482315, + 0.09128265827894211, + 0.4316156506538391, + 0.09019393473863602, + 0.0700230821967125, + 0.040076397359371185, + 0.02043265290558338, + 0.023083021864295006, + 0.01660843938589096, + 0.022483602166175842 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.033718038350343704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17383241653442383, + 0.1472785323858261, + 0.5197759866714478, + 0.03310374915599823, + 0.03152737021446228, + 0.027530696243047714, + 0.015054434537887573, + 0.017162222415208817, + 0.01900613121688366, + 0.015728384256362915 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007628239691257477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "raw, close-up, still shot taken from a level angle, the composition is clean and minimalist. On the right side of the frame, a plump, vibrant lemon rests peacefully on a pristine, slightly reflective surface. Soft studio lighting streams down from the upper left, creating bright highlights on its waxy, dimpled skin and casting a soft, blurred shadow to the right. The lemon's vibrant yellow, topped by a short, emerald green stem, adds a touch of freshness. In the blank space to the left of the lemon, the words \"Lemon Days\" are drawn stroke by stroke in an elegant, calligraphic animation. As if an invisible pen, dipped in deep, forest-green ink, writes in a fluid and rhythmic pattern, the strokes sometimes delicate and silky, sometimes fuller and more powerful, each letter imbued with a dynamic, artistic beauty. The entire scene is painted in fresh and bright colors, with a tranquil and elegant atmosphere. It perfectly blends the simplicity of nature with the art of handwritten fonts, creating a leisurely, refreshing and poetic visual experience.", + "seed": 7612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_10/index_5895_seed_7612_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023269799468107522, + "vlm_logprob": -0.023269799468107522, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.023269799468107522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014329414116218686 + ], + "opposite_logprob_tokens": [ + -6.8764328956604 + ], + "logprob_reward": -0.0014329414116218686, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0014329414116218686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2555268704891205, + 0.1778489351272583, + 0.08365998417139053, + 0.048117365688085556, + 0.04557544365525246, + 0.044575728476047516, + 0.09009039402008057, + 0.05265950784087181, + 0.11614234000444412, + 0.08580344170331955 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0014329414116218686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555483728647232 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555483728647232, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555483728647232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22098197042942047, + 0.1380721926689148, + 0.05673690885305405, + 0.05470205843448639, + 0.1059526801109314, + 0.05414264649152756, + 0.06051306053996086, + 0.10398594290018082, + 0.12168189883232117, + 0.08323068916797638 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012555483728647232 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003293186426163 + ], + "opposite_logprob_tokens": [ + -2.695032835006714 + ], + "logprob_reward": -0.07003293186426163, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003293186426163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681971400976181, + 0.1029522642493248, + 0.09381474554538727, + 0.04417717456817627, + 0.04810676723718643, + 0.04373111203312874, + 0.061582259833812714, + 0.09571470320224762, + 0.2244821935892105, + 0.11724164336919785 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.07003293186426163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378588750958443 + ], + "opposite_logprob_tokens": [ + -3.651378631591797 + ], + "logprob_reward": -0.026378588750958443, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378588750958443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1443835347890854, + 0.07795625180006027, + 0.059636469930410385, + 0.03512903302907944, + 0.05359272286295891, + 0.04037165641784668, + 0.06095127388834953, + 0.14884771406650543, + 0.3095727562904358, + 0.06955858319997787 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.026378588750958443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, vibrant lemon visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lemon resting on a pristine, slightly reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft studio lighting streaming from the upper left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the words 'Lemon Days' animated in a calligraphic style using deep forest-green ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a still, close-up view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949051585048437 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949051585048437, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949051585048437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12896393239498138, + 0.0586179718375206, + 0.04422731325030327, + 0.052377864718437195, + 0.04111923277378082, + 0.03333777189254761, + 0.07922959327697754, + 0.1906653344631195, + 0.2291477769613266, + 0.14231319725513458 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.005949051585048437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_tensor([7092, 7092])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_tensor([7092, 7092])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c48ebbed565511be92c7d860f95bf085dec76392 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_tensor([7092, 7092])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot captures the decadent beauty of a perfectly assembled burger, creating a scene of pure culinary desire. Warm, directional light from the side sculpts the burger, highlighting every texture. A thick, vibrant orange river of melted cheddar cheese slowly and deliberately oozes down the side of the rough, char-grilled beef patty, its smooth surface catching the light as it navigates the rugged terrain of meat. The burger is topped with a toasted, golden-brown sesame seed bun, glistening with color. From beneath the patty, the crisp, bright green edge of the lettuce leaf and a slice of juicy, deep-red tomato can be seen. The entire subject is framed by a softly blurred, dark background, ensuring that the focus is entirely on the appetizing spectacle. As the cheese continues its languid, gooey descent, the entire mouth-watering scene, imbued with an air of indulgent satisfaction, gently and smoothly fades to black.", + "seed": 30146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_7092_seed_30146_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26375339459627867, + "vlm_logprob": -0.26375339459627867, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.26375339459627867, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654881544411182 + ], + "opposite_logprob_tokens": [ + -6.879654884338379 + ], + "logprob_reward": -0.004654881544411182, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.004654881544411182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8557234406471252, + 0.005662279203534126, + 0.0018468324560672045, + 0.006060210522264242, + 0.0038775871507823467, + 0.004251724574714899, + 0.011493711732327938, + 0.0024206668604165316, + 0.1026228666305542, + 0.006040642503648996 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.004654881544411182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934049725532532 + ], + "opposite_logprob_tokens": [ + -0.6934049725532532 + ], + "logprob_reward": -0.6934049725532532, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934049725532532, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6243919730186462, + 0.02533121593296528, + 0.011618287302553654, + 0.01882283017039299, + 0.009642625227570534, + 0.017955152317881584, + 0.07278107851743698, + 0.06103502959012985, + 0.06956969201564789, + 0.08885205537080765 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.6934049725532532 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367442682385445 + ], + "opposite_logprob_tokens": [ + -3.651367425918579 + ], + "logprob_reward": -0.026367442682385445, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367442682385445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7847110629081726, + 0.048440031707286835, + 0.008470957167446613, + 0.021768558770418167, + 0.04751231148838997, + 0.017659706994891167, + 0.007839257828891277, + 0.01652730070054531, + 0.0325784906744957, + 0.01449228823184967 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026367442682385445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194444477558136 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194444477558136, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194444477558136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8591158986091614, + 0.04177296161651611, + 0.007258688565343618, + 0.004079380072653294, + 0.006876729428768158, + 0.010110549628734589, + 0.009193004108965397, + 0.0023451403249055147, + 0.025129057466983795, + 0.034118540585041046 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018194444477558136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761452317237854 + ], + "opposite_logprob_tokens": [ + -0.8261452317237854 + ], + "logprob_reward": -0.5761452317237854, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761452317237854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6335631608963013, + 0.011614251881837845, + 0.008334723301231861, + 0.009679442271590233, + 0.005519589874893427, + 0.006231160834431648, + 0.01681019365787506, + 0.009295144118368626, + 0.22480712831020355, + 0.07414513826370239 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.5761452317237854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the decadent beauty of a perfectly assembled burger, creating a scene of pure culinary desire. Warm, directional light from the side sculpts the burger, highlighting every texture. A thick, vibrant orange river of melted cheddar cheese slowly and deliberately oozes down the side of the rough, char-grilled beef patty, its smooth surface catching the light as it navigates the rugged terrain of meat. The burger is topped with a toasted, golden-brown sesame seed bun, glistening with color. From beneath the patty, the crisp, bright green edge of the lettuce leaf and a slice of juicy, deep-red tomato can be seen. The entire subject is framed by a softly blurred, dark background, ensuring that the focus is entirely on the appetizing spectacle. As the cheese continues its languid, gooey descent, the entire mouth-watering scene, imbued with an air of indulgent satisfaction, gently and smoothly fades to black.", + "seed": 30147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_7092_seed_30147_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3341507211327553, + "vlm_logprob": -0.3341507211327553, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.3341507211327553, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005334310233592987 + ], + "opposite_logprob_tokens": [ + -5.630334377288818 + ], + "logprob_reward": -0.005334310233592987, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005334310233592987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21085283160209656, + 0.09734532237052917, + 0.11951886117458344, + 0.1211470365524292, + 0.08163397759199142, + 0.06717119365930557, + 0.07873780280351639, + 0.08651570975780487, + 0.11043085902929306, + 0.02664642222225666 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005334310233592987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908700942993164 + ], + "opposite_logprob_tokens": [ + -2.4640870094299316 + ], + "logprob_reward": -0.08908700942993164, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908700942993164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45053502917289734, + 0.11607779562473297, + 0.06329835206270218, + 0.03129435330629349, + 0.06000003218650818, + 0.14740991592407227, + 0.014978038147091866, + 0.037848636507987976, + 0.04794585332274437, + 0.03061196580529213 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.08908700942993164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561147809028625 + ], + "opposite_logprob_tokens": [ + -1.6006114482879639 + ], + "logprob_reward": -0.22561147809028625, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561147809028625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16224916279315948, + 0.22504547238349915, + 0.07309272140264511, + 0.0935877189040184, + 0.07071121037006378, + 0.05478445068001747, + 0.09459462016820908, + 0.10266794264316559, + 0.06592848896980286, + 0.057338230311870575 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.22561147809028625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709467113018036 + ], + "opposite_logprob_tokens": [ + -2.1270947456359863 + ], + "logprob_reward": -0.12709467113018036, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709467113018036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04230314493179321, + 0.037260621786117554, + 0.10703985393047333, + 0.039962589740753174, + 0.061379678547382355, + 0.06134990230202675, + 0.32233649492263794, + 0.30792033672332764, + 0.007324330974370241, + 0.01312300655990839 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.12709467113018036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236261367797852 + ], + "opposite_logprob_tokens": [ + -0.34862613677978516 + ], + "logprob_reward": -1.2236261367797852, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236261367797852, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34282034635543823, + 0.14956825971603394, + 0.057842422276735306, + 0.0805869996547699, + 0.04701344296336174, + 0.07058008015155792, + 0.05953139439225197, + 0.047357961535453796, + 0.06726504117250443, + 0.07743408530950546 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.2236261367797852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up static shot captures the decadent beauty of a perfectly assembled burger, creating a scene of pure culinary desire. Warm, directional light from the side sculpts the burger, highlighting every texture. A thick, vibrant orange river of melted cheddar cheese slowly and deliberately oozes down the side of the rough, char-grilled beef patty, its smooth surface catching the light as it navigates the rugged terrain of meat. The burger is topped with a toasted, golden-brown sesame seed bun, glistening with color. From beneath the patty, the crisp, bright green edge of the lettuce leaf and a slice of juicy, deep-red tomato can be seen. The entire subject is framed by a softly blurred, dark background, ensuring that the focus is entirely on the appetizing spectacle. As the cheese continues its languid, gooey descent, the entire mouth-watering scene, imbued with an air of indulgent satisfaction, gently and smoothly fades to black.", + "seed": 30148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_7092_seed_30148_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2380996035411954, + "vlm_logprob": -0.2380996035411954, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.2380996035411954, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002852421021088958 + ], + "opposite_logprob_tokens": [ + -6.627852439880371 + ], + "logprob_reward": -0.002852421021088958, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.002852421021088958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06784620881080627, + 0.04457947611808777, + 0.024914702400565147, + 0.025280632078647614, + 0.04542027786374092, + 0.02064521610736847, + 0.021769627928733826, + 0.6865411400794983, + 0.021434687077999115, + 0.041568025946617126 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.002852421021088958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743020534515381 + ], + "opposite_logprob_tokens": [ + -0.4743020236492157 + ], + "logprob_reward": -0.9743020534515381, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743020534515381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.02735557220876217, + 0.019578665494918823, + 0.048158492892980576, + 0.05554363504052162, + 0.058619145303964615, + 0.06021367385983467, + 0.20607924461364746, + 0.4178786873817444, + 0.05121564865112305, + 0.0553571991622448 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.9743020534515381 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036258448380976915 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.0036258448380976915, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036258448380976915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04932445287704468, + 0.09937331080436707, + 0.09062150120735168, + 0.1023971363902092, + 0.054343387484550476, + 0.053473979234695435, + 0.09393496066331863, + 0.21441110968589783, + 0.1041143462061882, + 0.13800576329231262 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0036258448380976915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982296794652939 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982296794652939, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982296794652939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03172919154167175, + 0.04117769002914429, + 0.017551925033330917, + 0.048352934420108795, + 0.08665688335895538, + 0.0524870827794075, + 0.16267558932304382, + 0.399818480014801, + 0.030509641394019127, + 0.12904049456119537 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.02982296794652939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989473044872284 + ], + "opposite_logprob_tokens": [ + -1.8048946857452393 + ], + "logprob_reward": -0.17989473044872284, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989473044872284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017032353207468987, + 0.012683666311204433, + 0.01492009311914444, + 0.008043388836085796, + 0.04494570940732956, + 0.02677014097571373, + 0.35899442434310913, + 0.4200320541858673, + 0.03668837249279022, + 0.059889812022447586 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.17989473044872284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the decadent beauty of a perfectly assembled burger, creating a scene of pure culinary desire. Warm, directional light from the side sculpts the burger, highlighting every texture. A thick, vibrant orange river of melted cheddar cheese slowly and deliberately oozes down the side of the rough, char-grilled beef patty, its smooth surface catching the light as it navigates the rugged terrain of meat. The burger is topped with a toasted, golden-brown sesame seed bun, glistening with color. From beneath the patty, the crisp, bright green edge of the lettuce leaf and a slice of juicy, deep-red tomato can be seen. The entire subject is framed by a softly blurred, dark background, ensuring that the focus is entirely on the appetizing spectacle. As the cheese continues its languid, gooey descent, the entire mouth-watering scene, imbued with an air of indulgent satisfaction, gently and smoothly fades to black.", + "seed": 30149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_11/index_7092_seed_30149_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2072077568154782, + "vlm_logprob": -0.2072077568154782, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.2072077568154782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003534619463607669 + ], + "opposite_logprob_tokens": [ + -6.12853479385376 + ], + "logprob_reward": -0.003534619463607669, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003534619463607669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06564886122941971, + 0.028785420581698418, + 0.0321427658200264, + 0.09115485101938248, + 0.2543969750404358, + 0.2907980978488922, + 0.05142255499958992, + 0.01660088822245598, + 0.07417050004005432, + 0.09487912058830261 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.003534619463607669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743565320968628 + ], + "opposite_logprob_tokens": [ + -0.9743565320968628 + ], + "logprob_reward": -0.4743565320968628, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743565320968628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08395886421203613, + 0.10844045877456665, + 0.045433249324560165, + 0.019365621730685234, + 0.1108739897608757, + 0.24975451827049255, + 0.009243025444447994, + 0.014664201997220516, + 0.02244030497968197, + 0.33582574129104614 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.4743565320968628 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210931025445461 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210931025445461, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210931025445461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08434028923511505, + 0.2970261871814728, + 0.19231480360031128, + 0.04634295403957367, + 0.0745573341846466, + 0.16142144799232483, + 0.02469632402062416, + 0.03334175795316696, + 0.015153356827795506, + 0.07080551236867905 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.014210931025445461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588846877217293 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588846877217293, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588846877217293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10258891433477402, + 0.24704688787460327, + 0.2289862483739853, + 0.07380498200654984, + 0.05787377059459686, + 0.1140608862042427, + 0.03536847233772278, + 0.03457164764404297, + 0.011581040918827057, + 0.09411711245775223 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.020588846877217293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a burger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a thick, vibrant orange river of melted cheddar cheese oozing down the side of the beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background softly blurred and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene gently and smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233478546142578 + ], + "opposite_logprob_tokens": [ + -0.8983478546142578 + ], + "logprob_reward": -0.5233478546142578, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233478546142578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11773335188627243, + 0.07508725672960281, + 0.09281634539365768, + 0.12289149314165115, + 0.2037874460220337, + 0.12794886529445648, + 0.08591849356889725, + 0.04167517274618149, + 0.018624035641551018, + 0.11351750791072845 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.5233478546142578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_tensor([5867, 5867])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_tensor([5867, 5867])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d72b59f84b915dcca330e3b2fc85afa3a7b056 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_tensor([5867, 5867])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide-angle shot captures a dark, rain-battered city street in the middle of a nighttime downpour. Rain pelted relentlessly against the slick black asphalt, water pouring from gutters and obscuring the dimly lit brick buildings in the distance. The only illumination came from the faint yellow-orange glow of a few streetlights, their light creating long, distorted reflections on the wet ground. Suddenly, high above, a massive, thick, multi-strand power line, strained taut under the fury of the storm, snapped with a violent, insinuating crack. The severed cable swooped downward, whipping erratically through the rain-laden air like a giant black snake. As it fell, a blinding burst of white sparks erupted from its frayed end, showering the street below in a chaotic, hissing explosion, starkly illuminating every raindrop. The cables struck the wet pavement, twisting and continuing to emit violent, hissing sparks that danced and hissed on contact with the water, enveloping the immediate area in a cloud of steam and creating an atmosphere of pure, sudden chaos and danger.", + "seed": 15657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_5867_seed_15657_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011977493320591748, + "vlm_logprob": -0.011977493320591748, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.011977493320591748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0443163625895977 + ], + "opposite_logprob_tokens": [ + -3.669316291809082 + ], + "logprob_reward": -0.0443163625895977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0443163625895977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484951227903366, + 0.10242804139852524, + 0.08846670389175415, + 0.0895548090338707, + 0.07792399823665619, + 0.06397666782140732, + 0.07506205886602402, + 0.15263667702674866, + 0.06324631720781326, + 0.13820956647396088 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0443163625895977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067563182674348354 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.0067563182674348354, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067563182674348354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557503193616867, + 0.06515190005302429, + 0.12295268476009369, + 0.10793063789606094, + 0.07045245170593262, + 0.09212702512741089, + 0.08985885977745056, + 0.042551059275865555, + 0.12009409070014954, + 0.1331309974193573 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0067563182674348354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015220972709357738 + ], + "opposite_logprob_tokens": [ + -6.501522064208984 + ], + "logprob_reward": -0.0015220972709357738, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015220972709357738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08673825114965439, + 0.022742941975593567, + 0.08510570228099823, + 0.07489129900932312, + 0.3292708694934845, + 0.05985839664936066, + 0.0639568567276001, + 0.06958117336034775, + 0.12716005742549896, + 0.08069447427988052 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0015220972709357738 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595379201695323 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595379201695323, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595379201695323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09031915664672852, + 0.02162475883960724, + 0.03437025845050812, + 0.03369453176856041, + 0.05938738211989403, + 0.04576209932565689, + 0.03236726298928261, + 0.11311183869838715, + 0.3683449923992157, + 0.20101776719093323 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.00595379201695323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013388964580371976 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013388964580371976, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013388964580371976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1967245191335678, + 0.09511042386293411, + 0.052498552948236465, + 0.04756847396492958, + 0.0918741524219513, + 0.06063735485076904, + 0.0663764625787735, + 0.12801659107208252, + 0.17782394587993622, + 0.08336950093507767 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0013388964580371976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a dark, rain-battered city street in the middle of a nighttime downpour. Rain pelted relentlessly against the slick black asphalt, water pouring from gutters and obscuring the dimly lit brick buildings in the distance. The only illumination came from the faint yellow-orange glow of a few streetlights, their light creating long, distorted reflections on the wet ground. Suddenly, high above, a massive, thick, multi-strand power line, strained taut under the fury of the storm, snapped with a violent, insinuating crack. The severed cable swooped downward, whipping erratically through the rain-laden air like a giant black snake. As it fell, a blinding burst of white sparks erupted from its frayed end, showering the street below in a chaotic, hissing explosion, starkly illuminating every raindrop. The cables struck the wet pavement, twisting and continuing to emit violent, hissing sparks that danced and hissed on contact with the water, enveloping the immediate area in a cloud of steam and creating an atmosphere of pure, sudden chaos and danger.", + "seed": 15658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_5867_seed_15658_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015697511832695455, + "vlm_logprob": -0.015697511832695455, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.015697511832695455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046557847410440445 + ], + "opposite_logprob_tokens": [ + -4.796557903289795 + ], + "logprob_reward": -0.046557847410440445, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.046557847410440445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12324025481939316, + 0.0497392863035202, + 0.06695856899023056, + 0.08697357773780823, + 0.040961891412734985, + 0.05951185151934624, + 0.09183578938245773, + 0.0959116742014885, + 0.05114121362566948, + 0.3337258994579315 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.046557847410440445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076548573561012745 + ], + "opposite_logprob_tokens": [ + -4.882654666900635 + ], + "logprob_reward": -0.0076548573561012745, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076548573561012745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2570315897464752, + 0.08969429135322571, + 0.045767974108457565, + 0.11289231479167938, + 0.08324741572141647, + 0.13493818044662476, + 0.061796870082616806, + 0.10695324838161469, + 0.03400196135044098, + 0.07367612421512604 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0076548573561012745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255571935325861 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255571935325861, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255571935325861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0959041640162468, + 0.05159342288970947, + 0.052525877952575684, + 0.2574564516544342, + 0.14243824779987335, + 0.05620371922850609, + 0.04297922924160957, + 0.13534186780452728, + 0.04271781072020531, + 0.12283923476934433 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.01255571935325861 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11563528329133987, + 0.03133619576692581, + 0.02539965882897377, + 0.05648503452539444, + 0.05459066852927208, + 0.03038034774363041, + 0.046139758080244064, + 0.19878162443637848, + 0.08156020939350128, + 0.3596912622451782 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006364941946230829 + ], + "opposite_logprob_tokens": [ + -7.375636577606201 + ], + "logprob_reward": -0.0006364941946230829, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006364941946230829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15689514577388763, + 0.04758846387267113, + 0.03309989720582962, + 0.1581135094165802, + 0.03282494097948074, + 0.036735497415065765, + 0.026098722591996193, + 0.06973528861999512, + 0.05852951109409332, + 0.3803790509700775 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0006364941946230829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a dark, rain-battered city street in the middle of a nighttime downpour. Rain pelted relentlessly against the slick black asphalt, water pouring from gutters and obscuring the dimly lit brick buildings in the distance. The only illumination came from the faint yellow-orange glow of a few streetlights, their light creating long, distorted reflections on the wet ground. Suddenly, high above, a massive, thick, multi-strand power line, strained taut under the fury of the storm, snapped with a violent, insinuating crack. The severed cable swooped downward, whipping erratically through the rain-laden air like a giant black snake. As it fell, a blinding burst of white sparks erupted from its frayed end, showering the street below in a chaotic, hissing explosion, starkly illuminating every raindrop. The cables struck the wet pavement, twisting and continuing to emit violent, hissing sparks that danced and hissed on contact with the water, enveloping the immediate area in a cloud of steam and creating an atmosphere of pure, sudden chaos and danger.", + "seed": 15659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_5867_seed_15659_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03780002009589225, + "vlm_logprob": -0.03780002009589225, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.03780002009589225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1445542424917221 + ], + "opposite_logprob_tokens": [ + -2.2695541381835938 + ], + "logprob_reward": -0.1445542424917221, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1445542424917221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11316428333520889, + 0.03926675021648407, + 0.16964510083198547, + 0.09431715309619904, + 0.0358685702085495, + 0.23019711673259735, + 0.1563771516084671, + 0.10261398553848267, + 0.026389017701148987, + 0.032160788774490356 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.1445542424917221 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016097107902169228 + ], + "opposite_logprob_tokens": [ + -4.141097068786621 + ], + "logprob_reward": -0.016097107902169228, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016097107902169228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546134203672409, + 0.11214330047369003, + 0.09031449258327484, + 0.03894766792654991, + 0.05678282678127289, + 0.06580525636672974, + 0.09942185878753662, + 0.19031940400600433, + 0.04596834257245064, + 0.1456834226846695 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.016097107902169228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051546815782785416, + 0.04874487221240997, + 0.07886158674955368, + 0.027107954025268555, + 0.034373894333839417, + 0.04220087081193924, + 0.12720564007759094, + 0.22444172203540802, + 0.18103660643100739, + 0.18448004126548767 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076579689979553 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.016076579689979553, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076579689979553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04059474542737007, + 0.058332785964012146, + 0.04368050768971443, + 0.023749617859721184, + 0.0311586856842041, + 0.05213535204529762, + 0.02015574835240841, + 0.08335423469543457, + 0.14948038756847382, + 0.49735790491104126 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.016076579689979553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011828100541606545 + ], + "opposite_logprob_tokens": [ + -6.751183032989502 + ], + "logprob_reward": -0.0011828100541606545, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011828100541606545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10840173810720444, + 0.0381941944360733, + 0.06555572152137756, + 0.07302116602659225, + 0.05287224054336548, + 0.13382911682128906, + 0.041787732392549515, + 0.17514346539974213, + 0.08181130886077881, + 0.22938330471515656 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.0011828100541606545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures a dark, rain-battered city street in the middle of a nighttime downpour. Rain pelted relentlessly against the slick black asphalt, water pouring from gutters and obscuring the dimly lit brick buildings in the distance. The only illumination came from the faint yellow-orange glow of a few streetlights, their light creating long, distorted reflections on the wet ground. Suddenly, high above, a massive, thick, multi-strand power line, strained taut under the fury of the storm, snapped with a violent, insinuating crack. The severed cable swooped downward, whipping erratically through the rain-laden air like a giant black snake. As it fell, a blinding burst of white sparks erupted from its frayed end, showering the street below in a chaotic, hissing explosion, starkly illuminating every raindrop. The cables struck the wet pavement, twisting and continuing to emit violent, hissing sparks that danced and hissed on contact with the water, enveloping the immediate area in a cloud of steam and creating an atmosphere of pure, sudden chaos and danger.", + "seed": 15660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_12/index_5867_seed_15660_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.032919577020220456, + "vlm_logprob": -0.032919577020220456, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.032919577020220456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14090660214424133 + ], + "opposite_logprob_tokens": [ + -2.265906572341919 + ], + "logprob_reward": -0.14090660214424133, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.14090660214424133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2908439338207245, + 0.1469361037015915, + 0.17782437801361084, + 0.09177063405513763, + 0.037958934903144836, + 0.02681378461420536, + 0.024776970967650414, + 0.025484450161457062, + 0.05954916030168533, + 0.11804158985614777 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.14090660214424133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100041568279266 + ], + "opposite_logprob_tokens": [ + -4.14109992980957 + ], + "logprob_reward": -0.016100041568279266, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100041568279266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13444547355175018, + 0.11844006180763245, + 0.22619980573654175, + 0.06052248179912567, + 0.01601514033973217, + 0.021270059049129486, + 0.02006031572818756, + 0.16784702241420746, + 0.0915449857711792, + 0.1436546891927719 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.016100041568279266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032069466542452574 + ], + "opposite_logprob_tokens": [ + -5.753206729888916 + ], + "logprob_reward": -0.0032069466542452574, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032069466542452574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1198534145951271, + 0.045324474573135376, + 0.2153051346540451, + 0.20315715670585632, + 0.037914831191301346, + 0.0627657100558281, + 0.02825118601322174, + 0.10439387708902359, + 0.0445273220539093, + 0.13850685954093933 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.0032069466542452574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031993414741009474 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.0031993414741009474, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031993414741009474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10278870910406113, + 0.08413350582122803, + 0.1973223239183426, + 0.04686032235622406, + 0.017479825764894485, + 0.03024289570748806, + 0.05921027064323425, + 0.21467944979667664, + 0.1443031132221222, + 0.10297966748476028 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.0031993414741009474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a dark city street at night during a heavy rainstorm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-strand power line snap and fall from above like a black snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fallen cables emit violent sparks and hiss upon striking the wet pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the faint yellow-orange glow of streetlights and the white sparks from the cable?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011849532602354884 + ], + "opposite_logprob_tokens": [ + -6.751184940338135 + ], + "logprob_reward": -0.0011849532602354884, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011849532602354884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24088329076766968, + 0.06310159713029861, + 0.15581950545310974, + 0.09209047257900238, + 0.048408061265945435, + 0.026478247717022896, + 0.055326156318187714, + 0.1044526919722557, + 0.05986276641488075, + 0.15357720851898193 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0011849532602354884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_tensor([6, 6])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_tensor([6, 6])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d9748cf1c1207c451a5a82e15233fb0ddb986cfb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_tensor([6, 6])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle lens slowly and gracefully sweeps across a classic Chinese landscape, evoking a garden of folly and ignorance, bathed in the warm, nostalgic light of the afternoon. The water of a meticulously designed pond flows so gently and slowly, almost imperceptibly, its surface like polished glass, perfectly reflecting the golden glow of time and the dark, elegant silhouette of an ornate wooden pavilion with its weathered, tilted eaves. A fallen crimson maple leaf floats lazily on the water's surface, its delicate veins visible and its edges slightly curled. As the camera follows its leisurely journey, it passes a rickety stone bridge, its gray slate smoothed by centuries of footsteps. Beneath the tranquil surface, several enormous golden and white mallows swim lazily, their shimmering scales catching the submerged light as they glide in a sinuous, unhurried pattern. The entire scene, suffused with deep greens, warm golds, and earthy browns, is imbued with a sense of peaceful history, creating a visual of profoundly satisfying and tranquil meditation.", + "seed": 25485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_6_seed_25485_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3625360786914825, + "vlm_logprob": -0.3625360786914825, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.3625360786914825, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22236333787441254 + ], + "opposite_logprob_tokens": [ + -1.8473633527755737 + ], + "logprob_reward": -0.22236333787441254, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.22236333787441254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15859603881835938, + 0.18783782422542572, + 0.054650574922561646, + 0.07965148985385895, + 0.06469233334064484, + 0.08225879818201065, + 0.2523776888847351, + 0.05729856714606285, + 0.02696697972714901, + 0.03566975146532059 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.22236333787441254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296844482421875 + ], + "opposite_logprob_tokens": [ + -2.2379684448242188 + ], + "logprob_reward": -0.11296844482421875, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296844482421875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08510054647922516, + 0.046825848519802094, + 0.03990845009684563, + 0.05908544734120369, + 0.09973173588514328, + 0.04539184644818306, + 0.35158222913742065, + 0.2412036508321762, + 0.01624564826488495, + 0.014924588613212109 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.11296844482421875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078457236289978 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078457236289978, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078457236289978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12808652222156525, + 0.10642514377832413, + 0.04672834277153015, + 0.251373291015625, + 0.034212108701467514, + 0.03740910813212395, + 0.17354747653007507, + 0.11226071417331696, + 0.01612166129052639, + 0.09383556246757507 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.016078457236289978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549660325050354 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.0549660325050354, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549660325050354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07389534264802933, + 0.06064298748970032, + 0.04007923975586891, + 0.24062608182430267, + 0.039155133068561554, + 0.04107991233468056, + 0.29242774844169617, + 0.1698015034198761, + 0.012504568323493004, + 0.029787562787532806 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.0549660325050354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406304121017456 + ], + "opposite_logprob_tokens": [ + -0.28130415081977844 + ], + "logprob_reward": -1.406304121017456, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406304121017456, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.090224988758564, + 0.026006242260336876, + 0.018276987597346306, + 0.1930750161409378, + 0.032358456403017044, + 0.028071420267224312, + 0.45064178109169006, + 0.10677077621221542, + 0.021926479414105415, + 0.03264787793159485 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -1.406304121017456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly and gracefully sweeps across a classic Chinese landscape, evoking a garden of folly and ignorance, bathed in the warm, nostalgic light of the afternoon. The water of a meticulously designed pond flows so gently and slowly, almost imperceptibly, its surface like polished glass, perfectly reflecting the golden glow of time and the dark, elegant silhouette of an ornate wooden pavilion with its weathered, tilted eaves. A fallen crimson maple leaf floats lazily on the water's surface, its delicate veins visible and its edges slightly curled. As the camera follows its leisurely journey, it passes a rickety stone bridge, its gray slate smoothed by centuries of footsteps. Beneath the tranquil surface, several enormous golden and white mallows swim lazily, their shimmering scales catching the submerged light as they glide in a sinuous, unhurried pattern. The entire scene, suffused with deep greens, warm golds, and earthy browns, is imbued with a sense of peaceful history, creating a visual of profoundly satisfying and tranquil meditation.", + "seed": 25486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_6_seed_25486_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.32081915233284236, + "vlm_logprob": -0.32081915233284236, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.32081915233284236, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03494534641504288 + ], + "opposite_logprob_tokens": [ + -3.534945249557495 + ], + "logprob_reward": -0.03494534641504288, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03494534641504288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05139227956533432, + 0.10017959028482437, + 0.10911443084478378, + 0.1344078630208969, + 0.02088770642876625, + 0.039076052606105804, + 0.03063412755727768, + 0.04461418837308884, + 0.07685287296772003, + 0.3928408920764923 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.03494534641504288 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043080754578113556 + ], + "opposite_logprob_tokens": [ + -3.1680808067321777 + ], + "logprob_reward": -0.043080754578113556, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043080754578113556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08390796929597855, + 0.5075728297233582, + 0.030005911365151405, + 0.03949509561061859, + 0.01764455996453762, + 0.01972087472677231, + 0.05914279818534851, + 0.04607605189085007, + 0.06855825334787369, + 0.12787561118602753 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.043080754578113556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3881359100341797, + 0.2610047459602356, + 0.05248824879527092, + 0.11779788136482239, + 0.017312150448560715, + 0.02038509026169777, + 0.020770246163010597, + 0.050712503492832184, + 0.04586197808384895, + 0.02553117647767067 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157812535762787 + ], + "opposite_logprob_tokens": [ + -1.701578140258789 + ], + "logprob_reward": -0.20157812535762787, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157812535762787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06453973054885864, + 0.2191426008939743, + 0.049933481961488724, + 0.07144347578287125, + 0.024858243763446808, + 0.04236915707588196, + 0.07578227669000626, + 0.27847471833229065, + 0.07268628478050232, + 0.10077004134654999 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.20157812535762787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134127855300903 + ], + "opposite_logprob_tokens": [ + -0.31341275572776794 + ], + "logprob_reward": -1.3134127855300903, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134127855300903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0730944275856018, + 0.10844603925943375, + 0.1679789423942566, + 0.11408872157335281, + 0.019452420994639397, + 0.04336503520607948, + 0.11218349635601044, + 0.2033119946718216, + 0.08614511787891388, + 0.07193373143672943 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -1.3134127855300903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly and gracefully sweeps across a classic Chinese landscape, evoking a garden of folly and ignorance, bathed in the warm, nostalgic light of the afternoon. The water of a meticulously designed pond flows so gently and slowly, almost imperceptibly, its surface like polished glass, perfectly reflecting the golden glow of time and the dark, elegant silhouette of an ornate wooden pavilion with its weathered, tilted eaves. A fallen crimson maple leaf floats lazily on the water's surface, its delicate veins visible and its edges slightly curled. As the camera follows its leisurely journey, it passes a rickety stone bridge, its gray slate smoothed by centuries of footsteps. Beneath the tranquil surface, several enormous golden and white mallows swim lazily, their shimmering scales catching the submerged light as they glide in a sinuous, unhurried pattern. The entire scene, suffused with deep greens, warm golds, and earthy browns, is imbued with a sense of peaceful history, creating a visual of profoundly satisfying and tranquil meditation.", + "seed": 25487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_6_seed_25487_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3440846728160977, + "vlm_logprob": -0.3440846728160977, + "vlm_yes_no_margin": 1.899999988079071, + "vlm_token_credit": -0.3440846728160977, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3972785770893097 + ], + "opposite_logprob_tokens": [ + -1.2722785472869873 + ], + "logprob_reward": -0.3972785770893097, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3972785770893097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18238912522792816, + 0.15998174250125885, + 0.09770984947681427, + 0.050665609538555145, + 0.16328640282154083, + 0.09254442900419235, + 0.06558486819267273, + 0.03188115730881691, + 0.06005040928721428, + 0.09590641409158707 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.3972785770893097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207505986094475 + ], + "opposite_logprob_tokens": [ + -2.812075138092041 + ], + "logprob_reward": -0.06207505986094475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207505986094475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.209432452917099, + 0.11725204437971115, + 0.05033949762582779, + 0.04738399013876915, + 0.1523260772228241, + 0.06363841891288757, + 0.12940791249275208, + 0.09498877078294754, + 0.039983224123716354, + 0.09524768590927124 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.06207505986094475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086766608059406 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086766608059406, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086766608059406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34356334805488586, + 0.3915019631385803, + 0.05735068768262863, + 0.05037420988082886, + 0.02201167307794094, + 0.022779593244194984, + 0.018620096147060394, + 0.024127503857016563, + 0.03435167670249939, + 0.03531923517584801 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.011086766608059406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294639855623245 + ], + "opposite_logprob_tokens": [ + -2.2379465103149414 + ], + "logprob_reward": -0.11294639855623245, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294639855623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2578776478767395, + 0.2575811445713043, + 0.13133551180362701, + 0.05141666904091835, + 0.051856789737939835, + 0.03681701421737671, + 0.029499918222427368, + 0.059852484613657, + 0.09167101234197617, + 0.032091815024614334 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11294639855623245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370365619659424 + ], + "opposite_logprob_tokens": [ + -0.3870365023612976 + ], + "logprob_reward": -1.1370365619659424, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370365619659424, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.38317224383354187, + 0.06891218572854996, + 0.04301305487751961, + 0.0859607607126236, + 0.05072372779250145, + 0.051365479826927185, + 0.04459188133478165, + 0.10118802636861801, + 0.10185018926858902, + 0.06922248750925064 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -1.1370365619659424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly and gracefully sweeps across a classic Chinese landscape, evoking a garden of folly and ignorance, bathed in the warm, nostalgic light of the afternoon. The water of a meticulously designed pond flows so gently and slowly, almost imperceptibly, its surface like polished glass, perfectly reflecting the golden glow of time and the dark, elegant silhouette of an ornate wooden pavilion with its weathered, tilted eaves. A fallen crimson maple leaf floats lazily on the water's surface, its delicate veins visible and its edges slightly curled. As the camera follows its leisurely journey, it passes a rickety stone bridge, its gray slate smoothed by centuries of footsteps. Beneath the tranquil surface, several enormous golden and white mallows swim lazily, their shimmering scales catching the submerged light as they glide in a sinuous, unhurried pattern. The entire scene, suffused with deep greens, warm golds, and earthy browns, is imbued with a sense of peaceful history, creating a visual of profoundly satisfying and tranquil meditation.", + "seed": 25488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_13/index_6_seed_25488_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.470555105432868, + "vlm_logprob": -0.470555105432868, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.470555105432868, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22745667397975922 + ], + "opposite_logprob_tokens": [ + -1.7274566888809204 + ], + "logprob_reward": -0.22745667397975922, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22745667397975922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882617175579071, + 0.06324978172779083, + 0.05691516771912575, + 0.06462347507476807, + 0.0830322876572609, + 0.026315299794077873, + 0.12381051480770111, + 0.12858633697032928, + 0.07188805937767029, + 0.19331732392311096 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.22745667397975922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906269073486328 + ], + "opposite_logprob_tokens": [ + -2.4640626907348633 + ], + "logprob_reward": -0.08906269073486328, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906269073486328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12041927874088287, + 0.039624132215976715, + 0.19584165513515472, + 0.05820748955011368, + 0.08180518448352814, + 0.046949151903390884, + 0.20105667412281036, + 0.0709327757358551, + 0.13565878570079803, + 0.0495048463344574 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.08906269073486328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812438413500786 + ], + "opposite_logprob_tokens": [ + -3.5298123359680176 + ], + "logprob_reward": -0.029812438413500786, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812438413500786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13051755726337433, + 0.14960157871246338, + 0.09362315386533737, + 0.06572315096855164, + 0.11409960687160492, + 0.09295623749494553, + 0.06548849493265152, + 0.13137759268283844, + 0.03698834031820297, + 0.11962433904409409 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.029812438413500786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157550275325775 + ], + "opposite_logprob_tokens": [ + -1.701575517654419 + ], + "logprob_reward": -0.20157550275325775, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157550275325775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150523841381073, + 0.08625342696905136, + 0.08123985677957535, + 0.15991218388080597, + 0.14764340221881866, + 0.06847912818193436, + 0.11227718740701675, + 0.037928253412246704, + 0.07539752870798111, + 0.08034524321556091 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.20157550275325775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and gracefully sweep across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ornate wooden pavilion with weathered, tilted eaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fallen crimson maple leaf floating on the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are enormous golden and white mallows visible swimming beneath the water's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.804868221282959 + ], + "opposite_logprob_tokens": [ + -0.17986825108528137 + ], + "logprob_reward": -1.804868221282959, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.804868221282959, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07610864192247391, + 0.07180554419755936, + 0.22778066992759705, + 0.08691452443599701, + 0.03996541351079941, + 0.05224055424332619, + 0.10289334505796432, + 0.06318376958370209, + 0.11517293006181717, + 0.16393457353115082 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -1.804868221282959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_tensor([1694, 1694])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_tensor([1694, 1694])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f4cc5e5d1a25f00c8ba9c4c15d4bde1442f5320d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_tensor([1694, 1694])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, captured from a horizontal angle, captures the mesmerizing moment of a perfectly ripe, vibrant red strawberry slowly sinking into a glass of crystal-clear liquid. Bright, soft sidelight streams from the side, penetrating the glass and precisely outlining the plump contours and moist sheen of the strawberry, dotted with tiny golden seeds. The moment the strawberry is fully submerged, its edges miraculously dissolve, releasing wisps of red pigment that resemble smoke and mist. These delicate threads gracefully unfurl, swirl, and slowly diffuse within the still liquid, as if living tentacles exploring the transparent space around them, creating a dynamic, abstract watercolor painting. The pure tones of the image, dominated by the strawberry's ruby red, contrast sharply with the transparent liquid and the minimalist background, create an atmosphere of tranquility, concentration, and a surreal, poetic beauty.", + "seed": 2599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_1694_seed_2599_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2681239657569677, + "vlm_logprob": -0.2681239657569677, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.2681239657569677, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002379088429734111 + ], + "opposite_logprob_tokens": [ + -6.627378940582275 + ], + "logprob_reward": -0.002379088429734111, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.002379088429734111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10002993047237396, + 0.07850219309329987, + 0.23471246659755707, + 0.0715516209602356, + 0.05176360905170441, + 0.11674299091100693, + 0.06101059913635254, + 0.05289136990904808, + 0.15804557502269745, + 0.0747496634721756 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.002379088429734111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313443660736084 + ], + "opposite_logprob_tokens": [ + -0.3134436011314392 + ], + "logprob_reward": -1.313443660736084, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313443660736084, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05975228548049927, + 0.1701502501964569, + 0.42519959807395935, + 0.027679769322276115, + 0.026664339005947113, + 0.023011241108179092, + 0.0877005085349083, + 0.03426539525389671, + 0.11655668169260025, + 0.029019931331276894 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -1.313443660736084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958176217973232 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958176217973232, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958176217973232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17992033064365387, + 0.0427207387983799, + 0.16031256318092346, + 0.045652568340301514, + 0.027234984561800957, + 0.1488180309534073, + 0.10229729115962982, + 0.03247478976845741, + 0.10712354630231857, + 0.15344515442848206 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005958176217973232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643016029149294 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643016029149294, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643016029149294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09377027302980423, + 0.1256624460220337, + 0.23897652328014374, + 0.04185350611805916, + 0.048621732741594315, + 0.056987009942531586, + 0.16874441504478455, + 0.09007399529218674, + 0.03728867694735527, + 0.09802134335041046 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.004643016029149294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195887371897697 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195887371897697, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195887371897697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07539854198694229, + 0.0747518464922905, + 0.1459488719701767, + 0.0352296456694603, + 0.05558950826525688, + 0.05738898739218712, + 0.08518768101930618, + 0.043675705790519714, + 0.3849061131477356, + 0.04192306473851204 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.014195887371897697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, captured from a horizontal angle, captures the mesmerizing moment of a perfectly ripe, vibrant red strawberry slowly sinking into a glass of crystal-clear liquid. Bright, soft sidelight streams from the side, penetrating the glass and precisely outlining the plump contours and moist sheen of the strawberry, dotted with tiny golden seeds. The moment the strawberry is fully submerged, its edges miraculously dissolve, releasing wisps of red pigment that resemble smoke and mist. These delicate threads gracefully unfurl, swirl, and slowly diffuse within the still liquid, as if living tentacles exploring the transparent space around them, creating a dynamic, abstract watercolor painting. The pure tones of the image, dominated by the strawberry's ruby red, contrast sharply with the transparent liquid and the minimalist background, create an atmosphere of tranquility, concentration, and a surreal, poetic beauty.", + "seed": 2600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_1694_seed_2600_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07835480622015893, + "vlm_logprob": -0.07835480622015893, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.07835480622015893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001962879905477166 + ], + "opposite_logprob_tokens": [ + -7.001962661743164 + ], + "logprob_reward": -0.001962879905477166, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001962879905477166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21632833778858185, + 0.05512595549225807, + 0.1005246639251709, + 0.0701795369386673, + 0.04081764817237854, + 0.0919489935040474, + 0.12987381219863892, + 0.08042397350072861, + 0.10020853579044342, + 0.11456850916147232 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.001962879905477166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134642541408539 + ], + "opposite_logprob_tokens": [ + -1.3134642839431763 + ], + "logprob_reward": -0.3134642541408539, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134642541408539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16099487245082855, + 0.0678337812423706, + 0.10459737479686737, + 0.021005667746067047, + 0.27331024408340454, + 0.12554076313972473, + 0.049874190241098404, + 0.08220021426677704, + 0.04741833731532097, + 0.06722459942102432 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.3134642541408539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15622037649154663, + 0.05736858770251274, + 0.043551258742809296, + 0.017413711175322533, + 0.12102887034416199, + 0.27296337485313416, + 0.05069355666637421, + 0.09478571265935898, + 0.06601107865571976, + 0.11996350437402725 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197083715349436 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197083715349436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197083715349436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08396904915571213, + 0.05324206128716469, + 0.035982441157102585, + 0.07027978450059891, + 0.10022835433483124, + 0.15103818476200104, + 0.12424119561910629, + 0.17978517711162567, + 0.11053764820098877, + 0.09069614112377167 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.003197083715349436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495384708046913 + ], + "opposite_logprob_tokens": [ + -2.9299538135528564 + ], + "logprob_reward": -0.05495384708046913, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495384708046913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25295770168304443, + 0.07887768745422363, + 0.0369366854429245, + 0.04176941514015198, + 0.2397512048482895, + 0.07867516577243805, + 0.04458504170179367, + 0.06101488322019577, + 0.07013265043497086, + 0.0952996090054512 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.05495384708046913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, captured from a horizontal angle, captures the mesmerizing moment of a perfectly ripe, vibrant red strawberry slowly sinking into a glass of crystal-clear liquid. Bright, soft sidelight streams from the side, penetrating the glass and precisely outlining the plump contours and moist sheen of the strawberry, dotted with tiny golden seeds. The moment the strawberry is fully submerged, its edges miraculously dissolve, releasing wisps of red pigment that resemble smoke and mist. These delicate threads gracefully unfurl, swirl, and slowly diffuse within the still liquid, as if living tentacles exploring the transparent space around them, creating a dynamic, abstract watercolor painting. The pure tones of the image, dominated by the strawberry's ruby red, contrast sharply with the transparent liquid and the minimalist background, create an atmosphere of tranquility, concentration, and a surreal, poetic beauty.", + "seed": 2601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_1694_seed_2601_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1646975685376674, + "vlm_logprob": -0.1646975685376674, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.1646975685376674, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002917678328230977 + ], + "opposite_logprob_tokens": [ + -6.127917766571045 + ], + "logprob_reward": -0.002917678328230977, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002917678328230977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09520987421274185, + 0.47138547897338867, + 0.03547239676117897, + 0.05370352789759636, + 0.10193480551242828, + 0.06466176360845566, + 0.02518012933433056, + 0.05727110430598259, + 0.031583886593580246, + 0.06359704583883286 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.002917678328230977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578111290931702 + ], + "opposite_logprob_tokens": [ + -0.6328111290931702 + ], + "logprob_reward": -0.7578111290931702, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578111290931702, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1314777284860611, + 0.3312191963195801, + 0.10725455731153488, + 0.05580279976129532, + 0.07244722545146942, + 0.0774049237370491, + 0.029152020812034607, + 0.07817392796278, + 0.06143343076109886, + 0.05563424155116081 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.7578111290931702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085024923086166 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085024923086166, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085024923086166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17022550106048584, + 0.31112611293792725, + 0.1414346694946289, + 0.13483679294586182, + 0.07690656930208206, + 0.042812950909137726, + 0.03285295143723488, + 0.03384194150567055, + 0.03492486849427223, + 0.021037599071860313 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016085024923086166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036187181249260902 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036187181249260902, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036187181249260902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038445740938186646, + 0.33482736349105835, + 0.11496595293283463, + 0.04028341546654701, + 0.3032067120075226, + 0.03575997054576874, + 0.03938307985663414, + 0.04302724823355675, + 0.023614712059497833, + 0.026485830545425415 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.0036187181249260902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305529221892357 + ], + "opposite_logprob_tokens": [ + -3.168055295944214 + ], + "logprob_reward": -0.04305529221892357, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305529221892357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17491741478443146, + 0.3265056014060974, + 0.05099363625049591, + 0.05673794820904732, + 0.041274841874837875, + 0.10720054805278778, + 0.01900375634431839, + 0.05386964604258537, + 0.06740029901266098, + 0.1020963191986084 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04305529221892357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, captured from a horizontal angle, captures the mesmerizing moment of a perfectly ripe, vibrant red strawberry slowly sinking into a glass of crystal-clear liquid. Bright, soft sidelight streams from the side, penetrating the glass and precisely outlining the plump contours and moist sheen of the strawberry, dotted with tiny golden seeds. The moment the strawberry is fully submerged, its edges miraculously dissolve, releasing wisps of red pigment that resemble smoke and mist. These delicate threads gracefully unfurl, swirl, and slowly diffuse within the still liquid, as if living tentacles exploring the transparent space around them, creating a dynamic, abstract watercolor painting. The pure tones of the image, dominated by the strawberry's ruby red, contrast sharply with the transparent liquid and the minimalist background, create an atmosphere of tranquility, concentration, and a surreal, poetic beauty.", + "seed": 2602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_14/index_1694_seed_2602_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07724894634447992, + "vlm_logprob": -0.07724894634447992, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.07724894634447992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026932416949421167 + ], + "opposite_logprob_tokens": [ + -6.752693176269531 + ], + "logprob_reward": -0.0026932416949421167, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0026932416949421167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08593811839818954, + 0.08869349211454391, + 0.05715379863977432, + 0.06228923797607422, + 0.05053793266415596, + 0.095798060297966, + 0.15862193703651428, + 0.047378093004226685, + 0.06398478895425797, + 0.2896045446395874 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.0026932416949421167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486444652080536 + ], + "opposite_logprob_tokens": [ + -1.223644495010376 + ], + "logprob_reward": -0.3486444652080536, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486444652080536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10265250504016876, + 0.12788674235343933, + 0.07395752519369125, + 0.07556232064962387, + 0.10010942071676254, + 0.11965127289295197, + 0.05487224459648132, + 0.024126071482896805, + 0.04060013219714165, + 0.2805817425251007 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.3486444652080536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420411467552185 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.01420411467552185, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420411467552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0636921301484108, + 0.4032225012779236, + 0.05757267400622368, + 0.07813917845487595, + 0.0625254288315773, + 0.017290543764829636, + 0.13445796072483063, + 0.06215600296854973, + 0.029539963230490685, + 0.09140359610319138 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.01420411467552185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08288566023111343, + 0.11114245653152466, + 0.054972704499959946, + 0.11221807450056076, + 0.049165546894073486, + 0.021074792370200157, + 0.10053958743810654, + 0.06582438200712204, + 0.08392874151468277, + 0.31824806332588196 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.004640643019229174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a vibrant red strawberry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and captured from a horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the strawberry slowly sink into a glass of crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do wisps of red pigment resembling smoke and mist dissolve from the strawberry upon submersion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background minimalist and dominated by the strawberry's ruby red tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062267124652863 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062267124652863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062267124652863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024039939045906067, + 0.14634494483470917, + 0.025037329643964767, + 0.027248157188296318, + 0.04628299921751022, + 0.03614802286028862, + 0.0247866902500391, + 0.07242847979068756, + 0.12436553090810776, + 0.4733179211616516 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.016062267124652863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_tensor([6049, 6049])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_tensor([6049, 6049])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..12acb5f949819351278d3a23cb9802ef86011fbd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_tensor([6049, 6049])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, low-angle, wide shot places us at a busy urban intersection at dusk. A police officer in his forties stands steady in the center of the frame, his face stern and his focused gaze beneath neatly trimmed black hair, revealing a time-tested composure. He wears a crisp, dark blue uniform, topped by a fluorescent yellow reflective vest that stands out against the darkening sky. Its silver reflective stripes flicker in the light of car lights. Around him, the city moves at breakneck speed: towering glass skyscrapers reflect the last orange-red glow of the setting sun. On the ground, a stream of yellow taxis, red buses, and private cars of various colors alternates between signals and his direction, creating a motion blur of colored streaks. The sidewalks are thronged with hurried pedestrians. His movements are precise and powerful. One white-gloved hand rises decisively, signaling the traffic in front of him to stop. Then, with a slight turn of his body, his other hand swings sideways in a smooth, crisp motion, directing the vehicles passing sideways. The soft golden afterglow outlines his tall silhouette, and the car lights and the neon lights cast colorful spots of light on the buildings behind him. The whole scene, with the cold gray tones of the city and the warm afterglow of the sunset, creates a tense, orderly and grand atmosphere full of urban vitality.", + "seed": 13908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_6049_seed_13908_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009641798678785563, + "vlm_logprob": -0.009641798678785563, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.009641798678785563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028476741164922714 + ], + "opposite_logprob_tokens": [ + -3.7784767150878906 + ], + "logprob_reward": -0.028476741164922714, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.028476741164922714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.768415629863739, + 0.018056416884064674, + 0.014505326747894287, + 0.018178680911660194, + 0.05662353336811066, + 0.017460590228438377, + 0.014985626563429832, + 0.010432957671582699, + 0.03476449474692345, + 0.04657675698399544 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.028476741164922714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022169791627675295 + ], + "opposite_logprob_tokens": [ + -6.127216815948486 + ], + "logprob_reward": -0.0022169791627675295, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022169791627675295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.811622679233551, + 0.03310142084956169, + 0.01453552395105362, + 0.01954035647213459, + 0.023364441469311714, + 0.008744778111577034, + 0.02870900370180607, + 0.018440652638673782, + 0.031512413173913956, + 0.01042869035154581 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0022169791627675295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539473362267017 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539473362267017, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539473362267017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48563045263290405, + 0.2889160215854645, + 0.013035975396633148, + 0.04217216372489929, + 0.012136053293943405, + 0.02447095699608326, + 0.026832109317183495, + 0.07273153960704803, + 0.016418129205703735, + 0.017656635493040085 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012539473362267017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488613361492753 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.002488613361492753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488613361492753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36783087253570557, + 0.03932444751262665, + 0.04568522423505783, + 0.04080994427204132, + 0.2680661678314209, + 0.01526843011379242, + 0.05134793743491173, + 0.026964647695422173, + 0.08671420812606812, + 0.05798818916082382 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.002488613361492753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6525044441223145, + 0.06527843326330185, + 0.029656527563929558, + 0.01955386996269226, + 0.05431592836976051, + 0.019252536818385124, + 0.02644805982708931, + 0.018859846517443657, + 0.0669230967760086, + 0.047207314521074295 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0024871863424777985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide shot places us at a busy urban intersection at dusk. A police officer in his forties stands steady in the center of the frame, his face stern and his focused gaze beneath neatly trimmed black hair, revealing a time-tested composure. He wears a crisp, dark blue uniform, topped by a fluorescent yellow reflective vest that stands out against the darkening sky. Its silver reflective stripes flicker in the light of car lights. Around him, the city moves at breakneck speed: towering glass skyscrapers reflect the last orange-red glow of the setting sun. On the ground, a stream of yellow taxis, red buses, and private cars of various colors alternates between signals and his direction, creating a motion blur of colored streaks. The sidewalks are thronged with hurried pedestrians. His movements are precise and powerful. One white-gloved hand rises decisively, signaling the traffic in front of him to stop. Then, with a slight turn of his body, his other hand swings sideways in a smooth, crisp motion, directing the vehicles passing sideways. The soft golden afterglow outlines his tall silhouette, and the car lights and the neon lights cast colorful spots of light on the buildings behind him. The whole scene, with the cold gray tones of the city and the warm afterglow of the sunset, creates a tense, orderly and grand atmosphere full of urban vitality.", + "seed": 13909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_6049_seed_13909_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014229986164718867, + "vlm_logprob": -0.014229986164718867, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.014229986164718867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008725256659090519 + ], + "opposite_logprob_tokens": [ + -5.383725166320801 + ], + "logprob_reward": -0.008725256659090519, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.008725256659090519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07659917324781418, + 0.16716888546943665, + 0.04788881540298462, + 0.031264711171388626, + 0.015884457156062126, + 0.11550112813711166, + 0.141569122672081, + 0.021339448168873787, + 0.3376956582069397, + 0.045088592916727066 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.008725256659090519 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564430944621563 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.012564430944621563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564430944621563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10233093798160553, + 0.03364855796098709, + 0.07119501382112503, + 0.13850392401218414, + 0.22196118533611298, + 0.026025574654340744, + 0.18384651839733124, + 0.09029027819633484, + 0.09959027171134949, + 0.03260768577456474 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.012564430944621563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370455652475357 + ], + "opposite_logprob_tokens": [ + -3.4087045192718506 + ], + "logprob_reward": -0.03370455652475357, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370455652475357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06232509762048721, + 0.03439900279045105, + 0.060679033398628235, + 0.028216006234288216, + 0.07425845414400101, + 0.11823315173387527, + 0.06684798747301102, + 0.10110721737146378, + 0.36215418577194214, + 0.09177985042333603 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.03370455652475357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17352384328842163, + 0.023821266368031502, + 0.067946657538414, + 0.042639173567295074, + 0.052777547389268875, + 0.054996080696582794, + 0.08464525640010834, + 0.1426500380039215, + 0.16418106853961945, + 0.19281911849975586 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012540650554001331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615036141127348 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003615036141127348, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615036141127348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12240549176931381, + 0.047392588108778, + 0.02482099086046219, + 0.02387094683945179, + 0.10592737048864365, + 0.04290354624390602, + 0.14672160148620605, + 0.15263287723064423, + 0.27819567918777466, + 0.05512894690036774 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.003615036141127348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide shot places us at a busy urban intersection at dusk. A police officer in his forties stands steady in the center of the frame, his face stern and his focused gaze beneath neatly trimmed black hair, revealing a time-tested composure. He wears a crisp, dark blue uniform, topped by a fluorescent yellow reflective vest that stands out against the darkening sky. Its silver reflective stripes flicker in the light of car lights. Around him, the city moves at breakneck speed: towering glass skyscrapers reflect the last orange-red glow of the setting sun. On the ground, a stream of yellow taxis, red buses, and private cars of various colors alternates between signals and his direction, creating a motion blur of colored streaks. The sidewalks are thronged with hurried pedestrians. His movements are precise and powerful. One white-gloved hand rises decisively, signaling the traffic in front of him to stop. Then, with a slight turn of his body, his other hand swings sideways in a smooth, crisp motion, directing the vehicles passing sideways. The soft golden afterglow outlines his tall silhouette, and the car lights and the neon lights cast colorful spots of light on the buildings behind him. The whole scene, with the cold gray tones of the city and the warm afterglow of the sunset, creates a tense, orderly and grand atmosphere full of urban vitality.", + "seed": 13910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_6049_seed_13910_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020485979365184905, + "vlm_logprob": -0.020485979365184905, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.020485979365184905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007883505895733833 + ], + "opposite_logprob_tokens": [ + -6.257883548736572 + ], + "logprob_reward": -0.007883505895733833, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.007883505895733833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08709872514009476, + 0.02958744764328003, + 0.034503914415836334, + 0.01515915710479021, + 0.0167083702981472, + 0.04015040397644043, + 0.020896462723612785, + 0.5662686824798584, + 0.048180609941482544, + 0.14144624769687653 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.007883505895733833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980029534548521 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.00980029534548521, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980029534548521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07401210069656372, + 0.038940995931625366, + 0.06176004186272621, + 0.039662014693021774, + 0.015763478353619576, + 0.07117460668087006, + 0.026394829154014587, + 0.5221150517463684, + 0.06026213988661766, + 0.0899147316813469 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.00980029534548521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001281529664993 + ], + "opposite_logprob_tokens": [ + -2.6950128078460693 + ], + "logprob_reward": -0.07001281529664993, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001281529664993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0579710453748703, + 0.045936219394207, + 0.046451203525066376, + 0.08478448539972305, + 0.06462786346673965, + 0.10760723054409027, + 0.1440964788198471, + 0.2528780996799469, + 0.048768434673547745, + 0.1468789130449295 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.07001281529664993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09086591005325317, + 0.037083614617586136, + 0.03280247002840042, + 0.03529258444905281, + 0.02748965471982956, + 0.057558655738830566, + 0.045844752341508865, + 0.1996646225452423, + 0.06738903373479843, + 0.40600863099098206 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.012537354603409767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195925684645772 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002195925684645772, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195925684645772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15582825243473053, + 0.051980383694171906, + 0.07664567232131958, + 0.025032177567481995, + 0.020400065928697586, + 0.036047082394361496, + 0.0667540431022644, + 0.33779191970825195, + 0.11651553213596344, + 0.1130049079656601 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.002195925684645772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide shot places us at a busy urban intersection at dusk. A police officer in his forties stands steady in the center of the frame, his face stern and his focused gaze beneath neatly trimmed black hair, revealing a time-tested composure. He wears a crisp, dark blue uniform, topped by a fluorescent yellow reflective vest that stands out against the darkening sky. Its silver reflective stripes flicker in the light of car lights. Around him, the city moves at breakneck speed: towering glass skyscrapers reflect the last orange-red glow of the setting sun. On the ground, a stream of yellow taxis, red buses, and private cars of various colors alternates between signals and his direction, creating a motion blur of colored streaks. The sidewalks are thronged with hurried pedestrians. His movements are precise and powerful. One white-gloved hand rises decisively, signaling the traffic in front of him to stop. Then, with a slight turn of his body, his other hand swings sideways in a smooth, crisp motion, directing the vehicles passing sideways. The soft golden afterglow outlines his tall silhouette, and the car lights and the neon lights cast colorful spots of light on the buildings behind him. The whole scene, with the cold gray tones of the city and the warm afterglow of the sunset, creates a tense, orderly and grand atmosphere full of urban vitality.", + "seed": 13911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_15/index_6049_seed_13911_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015277661429718137, + "vlm_logprob": -0.015277661429718137, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.015277661429718137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015718726441264153 + ], + "opposite_logprob_tokens": [ + -4.390718936920166 + ], + "logprob_reward": -0.015718726441264153, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015718726441264153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2668486535549164, + 0.03782493993639946, + 0.08068305999040604, + 0.12122812867164612, + 0.05353414639830589, + 0.02947063557803631, + 0.07635993510484695, + 0.03266892582178116, + 0.17113371193408966, + 0.13024787604808807 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.015718726441264153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968722980469465 + ], + "opposite_logprob_tokens": [ + -5.1309685707092285 + ], + "logprob_reward": -0.005968722980469465, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968722980469465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26216310262680054, + 0.03152644634246826, + 0.06127169728279114, + 0.07468495517969131, + 0.22893744707107544, + 0.030573122203350067, + 0.030878137797117233, + 0.06356026232242584, + 0.04629288241267204, + 0.17011189460754395 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.005968722980469465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699020743370056 + ], + "opposite_logprob_tokens": [ + -3.4086990356445312 + ], + "logprob_reward": -0.033699020743370056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699020743370056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04932013899087906, + 0.048179741948843, + 0.11201921850442886, + 0.19959761202335358, + 0.045535944402217865, + 0.03347456827759743, + 0.20727446675300598, + 0.0547994002699852, + 0.1341448575258255, + 0.11565402150154114 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.033699020743370056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10082390904426575, + 0.08904115855693817, + 0.05263938754796982, + 0.2615797221660614, + 0.06975281238555908, + 0.02701297029852867, + 0.027976084500551224, + 0.0842496007680893, + 0.18981413543224335, + 0.09711026400327682 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.018185196444392204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at a busy urban intersection at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a police officer in his forties wearing a dark blue uniform and a fluorescent yellow reflective vest visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the officer raise one white-gloved hand to signal traffic to stop and then swing the other hand sideways to direct vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible streams of yellow taxis, red buses, and private cars creating motion blur on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle wide shot with towering glass skyscrapers reflecting the orange-red glow of the setting sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15135101974010468, + 0.03365807235240936, + 0.07671541720628738, + 0.16403615474700928, + 0.0583629310131073, + 0.03599773719906807, + 0.06645549833774567, + 0.10364734381437302, + 0.10469955950975418, + 0.20507629215717316 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0028166405390948057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_tensor([9580, 9580])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_tensor([9580, 9580])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f4254fac8979138676fcda5d8be0aac9e3d71d99 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_tensor([9580, 9580])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up, positioned at a slightly elevated angle, focuses on a polished stainless steel lid resting on a large stockpot atop a modern, black ceramic cooktop. Soft, warm afternoon sunlight slants through an out-of-frame window, casting a brilliant glow on the lid's curved surface, contrasting sharply with the even, neutral glow from the kitchen's overhead light. The movement begins delicately as the lid, featuring a simple black Bakelite handle, trembles almost imperceptibly. Then, with a sudden jolt, one rim lifts, releasing a sharp puff of white steam that briefly obscures the air before dissipating, and the lid drops with a distinct metallic clang. The movement begins as a steady, deliberate repetition, then evolves into a more frantic, rhythmic rattling as the pressure within builds, each movement more pronounced than the last, creating an atmosphere of tension and anticipation in the quiet kitchen.", + "seed": 33459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_9580_seed_33459_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07900516279041767, + "vlm_logprob": -0.07900516279041767, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.07900516279041767, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11935927718877792 + ], + "opposite_logprob_tokens": [ + -2.244359254837036 + ], + "logprob_reward": -0.11935927718877792, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11935927718877792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06169404089450836, + 0.252554714679718, + 0.11538806557655334, + 0.05313008278608322, + 0.04468156024813652, + 0.05972013622522354, + 0.05842899903655052, + 0.18521957099437714, + 0.05431085824966431, + 0.11487197130918503 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.11935927718877792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062118418514728546 + ], + "opposite_logprob_tokens": [ + -2.8121185302734375 + ], + "logprob_reward": -0.062118418514728546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062118418514728546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07684662193059921, + 0.11844299733638763, + 0.19035488367080688, + 0.057543568313121796, + 0.06798911839723587, + 0.0432312935590744, + 0.03348549082875252, + 0.13690043985843658, + 0.03690798580646515, + 0.23829761147499084 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.062118418514728546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983500063419342 + ], + "opposite_logprob_tokens": [ + -3.5298349857330322 + ], + "logprob_reward": -0.02983500063419342, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983500063419342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08166350424289703, + 0.11205093562602997, + 0.16322490572929382, + 0.12971729040145874, + 0.11127986013889313, + 0.2213468998670578, + 0.04854986071586609, + 0.027036214247345924, + 0.03006514348089695, + 0.07506539672613144 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.02983500063419342 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330612577497959 + ], + "opposite_logprob_tokens": [ + -3.773306131362915 + ], + "logprob_reward": -0.02330612577497959, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330612577497959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07540006935596466, + 0.3234139084815979, + 0.06010627746582031, + 0.09227146953344345, + 0.10213840007781982, + 0.11302710324525833, + 0.017963487654924393, + 0.041682712733745575, + 0.03731841593980789, + 0.13667812943458557 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.02330612577497959 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040699183940887 + ], + "opposite_logprob_tokens": [ + -1.9104069471359253 + ], + "logprob_reward": -0.16040699183940887, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040699183940887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10061363130807877, + 0.19298650324344635, + 0.10438986867666245, + 0.11543358117341995, + 0.09943069517612457, + 0.05212322250008583, + 0.024895641952753067, + 0.11393193155527115, + 0.07770136743783951, + 0.11849351227283478 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.16040699183940887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up, positioned at a slightly elevated angle, focuses on a polished stainless steel lid resting on a large stockpot atop a modern, black ceramic cooktop. Soft, warm afternoon sunlight slants through an out-of-frame window, casting a brilliant glow on the lid's curved surface, contrasting sharply with the even, neutral glow from the kitchen's overhead light. The movement begins delicately as the lid, featuring a simple black Bakelite handle, trembles almost imperceptibly. Then, with a sudden jolt, one rim lifts, releasing a sharp puff of white steam that briefly obscures the air before dissipating, and the lid drops with a distinct metallic clang. The movement begins as a steady, deliberate repetition, then evolves into a more frantic, rhythmic rattling as the pressure within builds, each movement more pronounced than the last, creating an atmosphere of tension and anticipation in the quiet kitchen.", + "seed": 33460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_9580_seed_33460_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09458687212318181, + "vlm_logprob": -0.09458687212318181, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.09458687212318181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12641069293022156 + ], + "opposite_logprob_tokens": [ + -2.251410722732544 + ], + "logprob_reward": -0.12641069293022156, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12641069293022156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02835323102772236, + 0.04771139845252037, + 0.7538267970085144, + 0.009744779206812382, + 0.017935670912265778, + 0.07071607559919357, + 0.016245627775788307, + 0.02483799122273922, + 0.01872791349887848, + 0.011900580488145351 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.12641069293022156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910413086414337 + ], + "opposite_logprob_tokens": [ + -2.464104175567627 + ], + "logprob_reward": -0.08910413086414337, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910413086414337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16202425956726074, + 0.26673659682273865, + 0.09798827022314072, + 0.03384580463171005, + 0.041025951504707336, + 0.12088610976934433, + 0.061976656317710876, + 0.0672028586268425, + 0.07337610423564911, + 0.07493741065263748 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.08910413086414337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428505778312683 + ], + "opposite_logprob_tokens": [ + -2.017850637435913 + ], + "logprob_reward": -0.1428505778312683, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428505778312683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06117657199501991, + 0.03582113981246948, + 0.8135057687759399, + 0.013981384225189686, + 0.00803420227020979, + 0.01732753776013851, + 0.011257663369178772, + 0.021648669615387917, + 0.00982592161744833, + 0.007421097252517939 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1428505778312683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421798299998045 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.01421798299998045, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421798299998045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07817152142524719, + 0.052591096609830856, + 0.17538176476955414, + 0.06060764193534851, + 0.030925847589969635, + 0.3687456548213959, + 0.0868513435125351, + 0.09130305796861649, + 0.032242365181446075, + 0.02317972294986248 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.01421798299998045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035097599029541 + ], + "opposite_logprob_tokens": [ + -2.350350856781006 + ], + "logprob_reward": -0.10035097599029541, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035097599029541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16456764936447144, + 0.061231788247823715, + 0.3251953423023224, + 0.03974419832229614, + 0.0565803200006485, + 0.10494901984930038, + 0.10405533760786057, + 0.056755077093839645, + 0.05921477824449539, + 0.02770647034049034 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.10035097599029541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up, positioned at a slightly elevated angle, focuses on a polished stainless steel lid resting on a large stockpot atop a modern, black ceramic cooktop. Soft, warm afternoon sunlight slants through an out-of-frame window, casting a brilliant glow on the lid's curved surface, contrasting sharply with the even, neutral glow from the kitchen's overhead light. The movement begins delicately as the lid, featuring a simple black Bakelite handle, trembles almost imperceptibly. Then, with a sudden jolt, one rim lifts, releasing a sharp puff of white steam that briefly obscures the air before dissipating, and the lid drops with a distinct metallic clang. The movement begins as a steady, deliberate repetition, then evolves into a more frantic, rhythmic rattling as the pressure within builds, each movement more pronounced than the last, creating an atmosphere of tension and anticipation in the quiet kitchen.", + "seed": 33461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_9580_seed_33461_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2132715681567788, + "vlm_logprob": -0.2132715681567788, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.2132715681567788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26295000314712524 + ], + "opposite_logprob_tokens": [ + -1.5129499435424805 + ], + "logprob_reward": -0.26295000314712524, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26295000314712524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03841124475002289, + 0.026157762855291367, + 0.028749901801347733, + 0.0463276132941246, + 0.03825978934764862, + 0.07395429164171219, + 0.2996651232242584, + 0.3258982300758362, + 0.051489099860191345, + 0.07108692824840546 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.26295000314712524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.57623291015625 + ], + "opposite_logprob_tokens": [ + -0.82623291015625 + ], + "logprob_reward": -0.57623291015625, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.57623291015625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024303192272782326, + 0.02965778298676014, + 0.02239270508289337, + 0.025493068620562553, + 0.01729075238108635, + 0.17829959094524384, + 0.44944339990615845, + 0.1278466284275055, + 0.04386609047651291, + 0.0814068540930748 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.57623291015625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287516474723816 + ], + "opposite_logprob_tokens": [ + -2.0178751945495605 + ], + "logprob_reward": -0.14287516474723816, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287516474723816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01898798532783985, + 0.026807965710759163, + 0.02146279625594616, + 0.010156309232115746, + 0.0427655354142189, + 0.4930703043937683, + 0.2219853699207306, + 0.11142374575138092, + 0.03077184222638607, + 0.02256818488240242 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.14287516474723816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014229265041649342 + ], + "opposite_logprob_tokens": [ + -4.2642292976379395 + ], + "logprob_reward": -0.014229265041649342, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014229265041649342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018617749214172363, + 0.015893248841166496, + 0.021292870864272118, + 0.03897423297166824, + 0.05912754684686661, + 0.054018933326005936, + 0.26062658429145813, + 0.42015576362609863, + 0.026802225038409233, + 0.08449088782072067 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.014229265041649342 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007049769163132 + ], + "opposite_logprob_tokens": [ + -2.695070505142212 + ], + "logprob_reward": -0.07007049769163132, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007049769163132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01106701884418726, + 0.007695753127336502, + 0.02799113839864731, + 0.022373324260115623, + 0.06594209372997284, + 0.38984164595603943, + 0.23867341876029968, + 0.13649289309978485, + 0.03524414449930191, + 0.06467858701944351 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.07007049769163132 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up, positioned at a slightly elevated angle, focuses on a polished stainless steel lid resting on a large stockpot atop a modern, black ceramic cooktop. Soft, warm afternoon sunlight slants through an out-of-frame window, casting a brilliant glow on the lid's curved surface, contrasting sharply with the even, neutral glow from the kitchen's overhead light. The movement begins delicately as the lid, featuring a simple black Bakelite handle, trembles almost imperceptibly. Then, with a sudden jolt, one rim lifts, releasing a sharp puff of white steam that briefly obscures the air before dissipating, and the lid drops with a distinct metallic clang. The movement begins as a steady, deliberate repetition, then evolves into a more frantic, rhythmic rattling as the pressure within builds, each movement more pronounced than the last, creating an atmosphere of tension and anticipation in the quiet kitchen.", + "seed": 33462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_2/index_9580_seed_33462_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11161738038063049, + "vlm_logprob": -0.11161738038063049, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.11161738038063049, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054007388651371 + ], + "opposite_logprob_tokens": [ + -3.1790072917938232 + ], + "logprob_reward": -0.054007388651371, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.054007388651371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28638553619384766, + 0.07369396835565567, + 0.04463336616754532, + 0.042180005460977554, + 0.12773895263671875, + 0.1658073514699936, + 0.06273171305656433, + 0.0629773661494255, + 0.04350629076361656, + 0.09034539759159088 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.054007388651371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910587430000305 + ], + "opposite_logprob_tokens": [ + -2.4641058444976807 + ], + "logprob_reward": -0.08910587430000305, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910587430000305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40341681241989136, + 0.060287293046712875, + 0.05370628833770752, + 0.022804034873843193, + 0.07725567370653152, + 0.06858458369970322, + 0.02413422055542469, + 0.171317458152771, + 0.07508686929941177, + 0.043406758457422256 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.08910587430000305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813854217529297 + ], + "opposite_logprob_tokens": [ + -1.4063854217529297 + ], + "logprob_reward": -0.2813854217529297, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813854217529297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43862783908843994, + 0.07765660434961319, + 0.09746670722961426, + 0.03516848012804985, + 0.10927218198776245, + 0.07512737810611725, + 0.0543847382068634, + 0.03062155470252037, + 0.040495119988918304, + 0.04117939993739128 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.2813854217529297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060507982969284 + ], + "opposite_logprob_tokens": [ + -3.8956050872802734 + ], + "logprob_reward": -0.02060507982969284, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060507982969284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14947007596492767, + 0.026260944083333015, + 0.04110666364431381, + 0.024962853640317917, + 0.3492910861968994, + 0.1580076515674591, + 0.06737664341926575, + 0.059360943734645844, + 0.06383718550205231, + 0.06032594293355942 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.02060507982969284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a polished stainless steel lid on a large stockpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a modern black ceramic cooktop with soft warm sunlight and neutral overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lid feature a simple black Bakelite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lid initially tremble imperceptibly before suddenly lifting one rim to release a puff of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lid drop with a metallic clang and then begin a frantic, rhythmic rattling motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298313736915588 + ], + "opposite_logprob_tokens": [ + -2.237983226776123 + ], + "logprob_reward": -0.11298313736915588, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298313736915588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14744146168231964, + 0.046223077923059464, + 0.030120406299829483, + 0.025633128359913826, + 0.1710677444934845, + 0.10968155413866043, + 0.11582846939563751, + 0.10129433125257492, + 0.14342357218265533, + 0.10928624123334885 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.11298313736915588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_tensor([6154, 6154])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_tensor([6154, 6154])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22ee456d6963aaa8bf16446bf80bc6edf28befc8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_tensor([6154, 6154])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, slowly and steadily pulling back to an extreme wide angle, captures the catastrophic failure of a massive multi-engine seaplane as it tumbles out of control against a turbulent ochre sky. The entire scene is rendered in the gritty, painterly style of Ashley Wood, with thick, visible brushstrokes and smudged charcoal outlines giving each element a tactile, visceral quality. The seaplane's hulking fuselage, its riveted metal skin scarred, weathered, and stained with soot, rolls violently on its side, one wing hanging precariously low, its engines sputtering and black smoke. The plane's chaotic descent is a desperate, labyrinthine dance against a roiling vortex of sickly yellow and dirty brown clouds. As the viewpoint shifts away, the vast expanse of the storm is revealed, the light an aimless, oppressive glow filtered through a toxic haze. The seaplane, once the dominant subject, gradually shrinks, its violent struggle reduced to a silent, insignificant detail, contrasting with the vast, indifferent, beautiful brutalist sky, emphasizing a profound sense of chaotic doom and isolation.", + "seed": 17998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_6154_seed_17998_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35819947817362846, + "vlm_logprob": -0.35819947817362846, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.35819947817362846, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31437358260154724 + ], + "opposite_logprob_tokens": [ + -1.3143736124038696 + ], + "logprob_reward": -0.31437358260154724, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31437358260154724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07080597430467606, + 0.04092403128743172, + 0.07114484906196594, + 0.12751035392284393, + 0.15007132291793823, + 0.17364239692687988, + 0.030449993908405304, + 0.05421941354870796, + 0.13386009633541107, + 0.14737153053283691 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.31437358260154724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498193949460983 + ], + "opposite_logprob_tokens": [ + -2.9299819469451904 + ], + "logprob_reward": -0.05498193949460983, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498193949460983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0444820411503315, + 0.05833351984620094, + 0.051470257341861725, + 0.06990568339824677, + 0.07007741928100586, + 0.23982001841068268, + 0.12207579612731934, + 0.234636127948761, + 0.048780858516693115, + 0.0604182668030262 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.05498193949460983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818423556163907 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818423556163907, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818423556163907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03501536697149277, + 0.05718301236629486, + 0.07191255688667297, + 0.020307963714003563, + 0.11162751168012619, + 0.04493805766105652, + 0.15786468982696533, + 0.11699407547712326, + 0.12811966240406036, + 0.2560371160507202 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.002818423556163907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062837362289429 + ], + "opposite_logprob_tokens": [ + -0.28128373622894287 + ], + "logprob_reward": -1.4062837362289429, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062837362289429, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030222918838262558, + 0.031010860577225685, + 0.04362443462014198, + 0.037063274532556534, + 0.0611528642475605, + 0.23430591821670532, + 0.20061266422271729, + 0.10149697214365005, + 0.21313568949699402, + 0.0473744198679924 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -1.4062837362289429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11067984998226166, + 0.11077065020799637, + 0.15463010966777802, + 0.07481672614812851, + 0.07547541707754135, + 0.05863192304968834, + 0.0885695219039917, + 0.16094443202018738, + 0.10067436099052429, + 0.06480700522661209 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.012539708986878395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide shot, slowly and steadily pulling back to an extreme wide angle, captures the catastrophic failure of a massive multi-engine seaplane as it tumbles out of control against a turbulent ochre sky. The entire scene is rendered in the gritty, painterly style of Ashley Wood, with thick, visible brushstrokes and smudged charcoal outlines giving each element a tactile, visceral quality. The seaplane's hulking fuselage, its riveted metal skin scarred, weathered, and stained with soot, rolls violently on its side, one wing hanging precariously low, its engines sputtering and black smoke. The plane's chaotic descent is a desperate, labyrinthine dance against a roiling vortex of sickly yellow and dirty brown clouds. As the viewpoint shifts away, the vast expanse of the storm is revealed, the light an aimless, oppressive glow filtered through a toxic haze. The seaplane, once the dominant subject, gradually shrinks, its violent struggle reduced to a silent, insignificant detail, contrasting with the vast, indifferent, beautiful brutalist sky, emphasizing a profound sense of chaotic doom and isolation.", + "seed": 17999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_6154_seed_17999_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3200785308610648, + "vlm_logprob": -0.3200785308610648, + "vlm_yes_no_margin": 2.9000000238418577, + "vlm_token_credit": -0.3200785308610648, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.144158735871315 + ], + "opposite_logprob_tokens": [ + -2.0191588401794434 + ], + "logprob_reward": -0.144158735871315, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.144158735871315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04492975398898125, + 0.05331672355532646, + 0.06766816973686218, + 0.11588961631059647, + 0.053081661462783813, + 0.02835075370967388, + 0.024960938841104507, + 0.020830562338232994, + 0.021075215190649033, + 0.5698966383934021 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.144158735871315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811313584446907 + ], + "opposite_logprob_tokens": [ + -3.2881131172180176 + ], + "logprob_reward": -0.03811313584446907, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811313584446907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06296750903129578, + 0.01490218099206686, + 0.06788602471351624, + 0.03101562149822712, + 0.0191549900919199, + 0.017565369606018066, + 0.024613916873931885, + 0.05354997515678406, + 0.05647863820195198, + 0.6518657803535461 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03811313584446907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190072951838374 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003190072951838374, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190072951838374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759553387761116, + 0.027929184958338737, + 0.08389798551797867, + 0.06375499069690704, + 0.03808114305138588, + 0.030848631635308266, + 0.04866300895810127, + 0.021137205883860588, + 0.039170585572719574, + 0.5705618858337402 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.003190072951838374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062917232513428 + ], + "opposite_logprob_tokens": [ + -0.281291663646698 + ], + "logprob_reward": -1.4062917232513428, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062917232513428, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.043860454112291336, + 0.02340088039636612, + 0.04116363450884819, + 0.05858669430017471, + 0.02787044644355774, + 0.059031274169683456, + 0.16827310621738434, + 0.08172696828842163, + 0.014176061376929283, + 0.48191046714782715 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -1.4062917232513428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07428199797868729, + 0.019673878327012062, + 0.08995112031698227, + 0.05387483537197113, + 0.025764742866158485, + 0.030727922916412354, + 0.027261123061180115, + 0.018468454480171204, + 0.018267570063471794, + 0.641728401184082 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.008638986386358738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide shot, slowly and steadily pulling back to an extreme wide angle, captures the catastrophic failure of a massive multi-engine seaplane as it tumbles out of control against a turbulent ochre sky. The entire scene is rendered in the gritty, painterly style of Ashley Wood, with thick, visible brushstrokes and smudged charcoal outlines giving each element a tactile, visceral quality. The seaplane's hulking fuselage, its riveted metal skin scarred, weathered, and stained with soot, rolls violently on its side, one wing hanging precariously low, its engines sputtering and black smoke. The plane's chaotic descent is a desperate, labyrinthine dance against a roiling vortex of sickly yellow and dirty brown clouds. As the viewpoint shifts away, the vast expanse of the storm is revealed, the light an aimless, oppressive glow filtered through a toxic haze. The seaplane, once the dominant subject, gradually shrinks, its violent struggle reduced to a silent, insignificant detail, contrasting with the vast, indifferent, beautiful brutalist sky, emphasizing a profound sense of chaotic doom and isolation.", + "seed": 18000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_6154_seed_18000_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3352752392180264, + "vlm_logprob": -0.3352752392180264, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.3352752392180264, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22653762996196747 + ], + "opposite_logprob_tokens": [ + -1.6015375852584839 + ], + "logprob_reward": -0.22653762996196747, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22653762996196747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4015226364135742, + 0.0417964830994606, + 0.03549307957291603, + 0.11049520969390869, + 0.04384994134306908, + 0.143173947930336, + 0.10052715241909027, + 0.0220943633466959, + 0.0295568834990263, + 0.07149025797843933 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.22653762996196747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371838480234146 + ], + "opposite_logprob_tokens": [ + -3.4087183475494385 + ], + "logprob_reward": -0.03371838480234146, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371838480234146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16124705970287323, + 0.07641159743070602, + 0.04137534275650978, + 0.07614123821258545, + 0.08337929099798203, + 0.24133822321891785, + 0.1597312092781067, + 0.026361504569649696, + 0.09334567189216614, + 0.04066890850663185 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03371838480234146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17861294746398926, + 0.08303672820329666, + 0.052470117807388306, + 0.10210020840167999, + 0.10048159211874008, + 0.1437743455171585, + 0.1697184145450592, + 0.02406657487154007, + 0.05753687024116516, + 0.08820220828056335 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.002197353169322014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062951803207397 + ], + "opposite_logprob_tokens": [ + -0.28129518032073975 + ], + "logprob_reward": -1.4062951803207397, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062951803207397, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.163808673620224, + 0.13495643436908722, + 0.049200255423784256, + 0.06684622168540955, + 0.04918619245290756, + 0.1835893988609314, + 0.04700392484664917, + 0.049060240387916565, + 0.13875381648540497, + 0.11759486049413681 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -1.4062951803207397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18444609642028809, + 0.03242878243327141, + 0.05434548109769821, + 0.07868839800357819, + 0.0979958325624466, + 0.13720203936100006, + 0.06814257055521011, + 0.03269634768366814, + 0.15009193122386932, + 0.16396252810955048 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.007627647835761309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide shot, slowly and steadily pulling back to an extreme wide angle, captures the catastrophic failure of a massive multi-engine seaplane as it tumbles out of control against a turbulent ochre sky. The entire scene is rendered in the gritty, painterly style of Ashley Wood, with thick, visible brushstrokes and smudged charcoal outlines giving each element a tactile, visceral quality. The seaplane's hulking fuselage, its riveted metal skin scarred, weathered, and stained with soot, rolls violently on its side, one wing hanging precariously low, its engines sputtering and black smoke. The plane's chaotic descent is a desperate, labyrinthine dance against a roiling vortex of sickly yellow and dirty brown clouds. As the viewpoint shifts away, the vast expanse of the storm is revealed, the light an aimless, oppressive glow filtered through a toxic haze. The seaplane, once the dominant subject, gradually shrinks, its violent struggle reduced to a silent, insignificant detail, contrasting with the vast, indifferent, beautiful brutalist sky, emphasizing a profound sense of chaotic doom and isolation.", + "seed": 18001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_3/index_6154_seed_18001_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25163204851560295, + "vlm_logprob": -0.25163204851560295, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.25163204851560295, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12827250361442566 + ], + "opposite_logprob_tokens": [ + -2.128272533416748 + ], + "logprob_reward": -0.12827250361442566, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12827250361442566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08940643817186356, + 0.016905436292290688, + 0.01855400577187538, + 0.015205726027488708, + 0.6286300420761108, + 0.047071732580661774, + 0.028636392205953598, + 0.04478803649544716, + 0.07022055983543396, + 0.04058169573545456 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.12827250361442566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004571706056595 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.07004571706056595, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004571706056595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08772596716880798, + 0.12877631187438965, + 0.021414386108517647, + 0.05882832780480385, + 0.5225541591644287, + 0.03506612032651901, + 0.03944076597690582, + 0.032904211431741714, + 0.045555479824543, + 0.027734318748116493 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.07004571706056595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335682114586234 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335682114586234, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335682114586234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0674123615026474, + 0.03063960000872612, + 0.013737699016928673, + 0.026372315362095833, + 0.763957679271698, + 0.012240640819072723, + 0.025022175163030624, + 0.010698161087930202, + 0.019177669659256935, + 0.030741626396775246 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.001335682114586234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538712739944458 + ], + "opposite_logprob_tokens": [ + -0.4288712441921234 + ], + "logprob_reward": -1.0538712739944458, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538712739944458, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06577193737030029, + 0.09439835697412491, + 0.024908671155571938, + 0.0540071576833725, + 0.48866403102874756, + 0.03635944426059723, + 0.11567534506320953, + 0.02294963039457798, + 0.04519885405898094, + 0.052066486328840256 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -1.0538712739944458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive multi-engine seaplane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane shown tumbling out of control with its fuselage rolling violently on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a turbulent sky with ochre, sickly yellow, and dirty brown colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a wide shot and slowly pull back to an extreme wide angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style gritty and painterly with thick visible brushstrokes and smudged charcoal outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635065793991089 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004635065793991089, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635065793991089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2888827323913574, + 0.08927462995052338, + 0.02323194406926632, + 0.06394652277231216, + 0.18950793147087097, + 0.049821481108665466, + 0.041993044316768646, + 0.06581919640302658, + 0.14295950531959534, + 0.04456298425793648 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.004635065793991089 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_tensor([8882, 8882])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_tensor([8882, 8882])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3e638a39065fc8ec0dd68b29b3fefe1fb365643f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_tensor([8882, 8882])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot shot, taken from a horizontal angle, captures a tranquil moment in documentary style. In a Tang Dynasty courtyard bathed in a cool, silvery glow, the swaying shadows of trees are reflected on the stone pavement. The poet Li Bai wears a wide-sleeved white silk robe, which flutters gently in the night breeze, revealing its delicate texture. His long, dark hair is held together only by a simple hairpin. His face is thin, and his eyes hold a hint of drunkenness and contemplation. He turns slowly and calmly, a movement that gently sways a small, white porcelain wine glass in his hand. Ripples ripple on the surface of the clear wine, momentarily catching and reflecting the bright moonlight. The entire scene is bathed in moonlight, creating a striking contrast between light and dark. The light outlines his graceful figure and the deep shadows of the courtyard scenery, creating a timeless, serene, and poetic classical atmosphere.", + "seed": 4781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_8882_seed_4781_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07385506862774491, + "vlm_logprob": -0.07385506862774491, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07385506862774491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2308608740568161 + ], + "opposite_logprob_tokens": [ + -1.6058608293533325 + ], + "logprob_reward": -0.2308608740568161, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2308608740568161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13598516583442688, + 0.08088694512844086, + 0.16269147396087646, + 0.1256611943244934, + 0.043653469532728195, + 0.055981192737817764, + 0.14866885542869568, + 0.0461512990295887, + 0.14475378394126892, + 0.05556656792759895 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.2308608740568161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905810862779617 + ], + "opposite_logprob_tokens": [ + -2.4640581607818604 + ], + "logprob_reward": -0.08905810862779617, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905810862779617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17901450395584106, + 0.10143932700157166, + 0.040883902460336685, + 0.01983136124908924, + 0.04254981875419617, + 0.09555181860923767, + 0.10858626663684845, + 0.19414661824703217, + 0.1771792322397232, + 0.04081707075238228 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.08905810862779617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2718442976474762, + 0.09401904046535492, + 0.0492648184299469, + 0.056377846747636795, + 0.04092993587255478, + 0.038131192326545715, + 0.14097794890403748, + 0.09239435940980911, + 0.11964988708496094, + 0.09641061723232269 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0036196685396134853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810395672917366 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810395672917366, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810395672917366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10228702425956726, + 0.09321779757738113, + 0.0397518016397953, + 0.04463231563568115, + 0.027440844103693962, + 0.04226052761077881, + 0.07834240049123764, + 0.0984347015619278, + 0.1968872845172882, + 0.2767452895641327 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03810395672917366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632735185325146 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632735185325146, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632735185325146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.183000385761261, + 0.1145387664437294, + 0.06654253602027893, + 0.029662813991308212, + 0.09362220764160156, + 0.04159883037209511, + 0.16742289066314697, + 0.07564571499824524, + 0.14028464257717133, + 0.08768114447593689 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007632735185325146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a horizontal angle, captures a tranquil moment in documentary style. In a Tang Dynasty courtyard bathed in a cool, silvery glow, the swaying shadows of trees are reflected on the stone pavement. The poet Li Bai wears a wide-sleeved white silk robe, which flutters gently in the night breeze, revealing its delicate texture. His long, dark hair is held together only by a simple hairpin. His face is thin, and his eyes hold a hint of drunkenness and contemplation. He turns slowly and calmly, a movement that gently sways a small, white porcelain wine glass in his hand. Ripples ripple on the surface of the clear wine, momentarily catching and reflecting the bright moonlight. The entire scene is bathed in moonlight, creating a striking contrast between light and dark. The light outlines his graceful figure and the deep shadows of the courtyard scenery, creating a timeless, serene, and poetic classical atmosphere.", + "seed": 4782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_8882_seed_4782_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21487754099071027, + "vlm_logprob": -0.21487754099071027, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.21487754099071027, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.976929783821106 + ], + "opposite_logprob_tokens": [ + -0.47692978382110596 + ], + "logprob_reward": -0.976929783821106, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.976929783821106, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06345821171998978, + 0.056836795061826706, + 0.6386395692825317, + 0.03601997718214989, + 0.06675243377685547, + 0.012428808026015759, + 0.011547849513590336, + 0.051257193088531494, + 0.039369285106658936, + 0.02368985302746296 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.976929783821106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812449797987938 + ], + "opposite_logprob_tokens": [ + -3.2881245613098145 + ], + "logprob_reward": -0.03812449797987938, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812449797987938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016060125082731247, + 0.09510813653469086, + 0.6162295341491699, + 0.019979296252131462, + 0.12568897008895874, + 0.02253749780356884, + 0.012792629189789295, + 0.03017532266676426, + 0.017731627449393272, + 0.04369690641760826 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.03812449797987938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06379234045743942, + 0.22856028378009796, + 0.3874119222164154, + 0.039348434656858444, + 0.07844338566064835, + 0.02278151363134384, + 0.03289461135864258, + 0.049108877778053284, + 0.034658826887607574, + 0.06299982219934464 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306454211473465 + ], + "opposite_logprob_tokens": [ + -3.168064594268799 + ], + "logprob_reward": -0.04306454211473465, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306454211473465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046722669154405594, + 0.03526128828525543, + 0.3949525058269501, + 0.05316975340247154, + 0.06638548523187637, + 0.038654085248708725, + 0.1301652044057846, + 0.0521538145840168, + 0.10050425678491592, + 0.08203093707561493 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.04306454211473465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053299248218536, + 0.043186407536268234, + 0.6362014412879944, + 0.04229181632399559, + 0.042706139385700226, + 0.020567990839481354, + 0.025261305272579193, + 0.06181773170828819, + 0.03799429535865784, + 0.019439883530139923 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.008640049956738949 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a horizontal angle, captures a tranquil moment in documentary style. In a Tang Dynasty courtyard bathed in a cool, silvery glow, the swaying shadows of trees are reflected on the stone pavement. The poet Li Bai wears a wide-sleeved white silk robe, which flutters gently in the night breeze, revealing its delicate texture. His long, dark hair is held together only by a simple hairpin. His face is thin, and his eyes hold a hint of drunkenness and contemplation. He turns slowly and calmly, a movement that gently sways a small, white porcelain wine glass in his hand. Ripples ripple on the surface of the clear wine, momentarily catching and reflecting the bright moonlight. The entire scene is bathed in moonlight, creating a striking contrast between light and dark. The light outlines his graceful figure and the deep shadows of the courtyard scenery, creating a timeless, serene, and poetic classical atmosphere.", + "seed": 4783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_8882_seed_4783_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19623061874881387, + "vlm_logprob": -0.19623061874881387, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.19623061874881387, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8309206366539001 + ], + "opposite_logprob_tokens": [ + -0.5809206366539001 + ], + "logprob_reward": -0.8309206366539001, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8309206366539001, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2763657569885254, + 0.16510680317878723, + 0.11399272084236145, + 0.05363576486706734, + 0.019314801320433617, + 0.04550576210021973, + 0.030377183109521866, + 0.028003813698887825, + 0.12328784912824631, + 0.14440952241420746 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.8309206366539001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003993541002274 + ], + "opposite_logprob_tokens": [ + -2.695039987564087 + ], + "logprob_reward": -0.07003993541002274, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003993541002274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28205662965774536, + 0.1477915346622467, + 0.06922237575054169, + 0.06449322402477264, + 0.0167438592761755, + 0.023576678708195686, + 0.017337564378976822, + 0.022359240800142288, + 0.027482150122523308, + 0.32893669605255127 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07003993541002274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464016804471612 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00464016804471612, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464016804471612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.577702522277832, + 0.09924925118684769, + 0.07724789530038834, + 0.0386025570333004, + 0.016391027718782425, + 0.013167186640202999, + 0.018535049632191658, + 0.015264452435076237, + 0.038621991872787476, + 0.10521805286407471 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00464016804471612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496479198336601 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496479198336601, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496479198336601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2624349594116211, + 0.16546523571014404, + 0.12443096190690994, + 0.06875905394554138, + 0.05916459113359451, + 0.05200933292508125, + 0.047238994389772415, + 0.04018637165427208, + 0.018611209467053413, + 0.16169925034046173 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.05496479198336601 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587561652064323 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.020587561652064323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587561652064323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10696226358413696, + 0.11544720828533173, + 0.04419299215078354, + 0.05380332097411156, + 0.0257915947586298, + 0.033943433314561844, + 0.024825582280755043, + 0.04441043734550476, + 0.034395694732666016, + 0.5162274241447449 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.020587561652064323 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a horizontal angle, captures a tranquil moment in documentary style. In a Tang Dynasty courtyard bathed in a cool, silvery glow, the swaying shadows of trees are reflected on the stone pavement. The poet Li Bai wears a wide-sleeved white silk robe, which flutters gently in the night breeze, revealing its delicate texture. His long, dark hair is held together only by a simple hairpin. His face is thin, and his eyes hold a hint of drunkenness and contemplation. He turns slowly and calmly, a movement that gently sways a small, white porcelain wine glass in his hand. Ripples ripple on the surface of the clear wine, momentarily catching and reflecting the bright moonlight. The entire scene is bathed in moonlight, creating a striking contrast between light and dark. The light outlines his graceful figure and the deep shadows of the courtyard scenery, creating a timeless, serene, and poetic classical atmosphere.", + "seed": 4784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_4/index_8882_seed_4784_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.33373796120285987, + "vlm_logprob": -0.33373796120285987, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.33373796120285987, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5048737525939941 + ], + "opposite_logprob_tokens": [ + -0.25487375259399414 + ], + "logprob_reward": -1.5048737525939941, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5048737525939941, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33003923296928406, + 0.10799720883369446, + 0.05873017758131027, + 0.08563727885484695, + 0.05672017112374306, + 0.107930026948452, + 0.0978349968791008, + 0.034800171852111816, + 0.0751839131116867, + 0.045126769691705704 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.5048737525939941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062081336975097656 + ], + "opposite_logprob_tokens": [ + -2.8120813369750977 + ], + "logprob_reward": -0.062081336975097656, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062081336975097656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11762357503175735, + 0.03797753527760506, + 0.028737660497426987, + 0.05245815962553024, + 0.01803637109696865, + 0.029343444854021072, + 0.6473052501678467, + 0.01736757904291153, + 0.03498142585158348, + 0.01616901531815529 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.062081336975097656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19628971815109253, + 0.12113559991121292, + 0.0540040098130703, + 0.10879766196012497, + 0.1284698098897934, + 0.04549044743180275, + 0.19862790405750275, + 0.03050682693719864, + 0.06901110708713531, + 0.04766694828867912 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904284238815308 + ], + "opposite_logprob_tokens": [ + -2.464042901992798 + ], + "logprob_reward": -0.08904284238815308, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904284238815308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5587480068206787, + 0.11646297574043274, + 0.08558816462755203, + 0.07390831410884857, + 0.053745023906230927, + 0.019031230360269547, + 0.011379768140614033, + 0.03309444710612297, + 0.03269907832145691, + 0.01534293219447136 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08904284238815308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Tang Dynasty courtyard with stone pavement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character depicted as a thin man with long dark hair held by a simple hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white silk robe that flutters in the breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a small white porcelain wine glass with clear wine showing ripples and moonlight reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool silvery moonlight creating high contrast between light and dark shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740096490830183 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006740096490830183, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740096490830183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2412743717432022, + 0.03119591996073723, + 0.21478106081485748, + 0.05839079990983009, + 0.03368324413895607, + 0.06194915995001793, + 0.30163198709487915, + 0.012387320399284363, + 0.021416788920760155, + 0.0232893954962492 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.006740096490830183 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_tensor([7437, 7437])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_tensor([7437, 7437])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0129ab64b32e91f9273a74d3afdf7187157be744 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_tensor([7437, 7437])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot from a level angle, the camera slowly and steadily moves forward, focusing on a vast wheat field bathed in the golden evening sunlight. A young mother, with long, warm brown hair that flutters gently in the breeze, wears a gentle, contented smile, her eyes filled with maternal love. Before her stands a child, perhaps five or six years old, with short, soft golden hair and cheeks slightly flushed by the sun, looking up at her with her tender face. The mother slowly reaches out her right hand and, with the back of her slender fingers, carefully and lovingly strokes the child's smooth cheek. The child, with eyes slightly closed, savours this moment of tenderness with complete trust. The gentle sunset casts a warm glow on their hair and figures. Behind them, heavy ears of wheat ripple gently in the breeze, enveloping the entire scene in a tranquil, warm, and affectionate atmosphere.", + "seed": 33471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_7437_seed_33471_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14709871811792255, + "vlm_logprob": -0.14709871811792255, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.14709871811792255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041248731315135956 + ], + "opposite_logprob_tokens": [ + -3.7912487983703613 + ], + "logprob_reward": -0.041248731315135956, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.041248731315135956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11490487307310104, + 0.20999844372272491, + 0.11386369913816452, + 0.05376431345939636, + 0.08764055371284485, + 0.11288446187973022, + 0.08038310706615448, + 0.09302719682455063, + 0.05203359201550484, + 0.08149975538253784 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.041248731315135956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328097581863403 + ], + "opposite_logprob_tokens": [ + -0.7578097581863403 + ], + "logprob_reward": -0.6328097581863403, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328097581863403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26439428329467773, + 0.13186730444431305, + 0.06479152292013168, + 0.05586368590593338, + 0.08285324275493622, + 0.12754879891872406, + 0.05270683392882347, + 0.07547523081302643, + 0.07447092980146408, + 0.07002809643745422 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.6328097581863403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828637838363647 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828637838363647, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828637838363647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22146505117416382, + 0.10645804554224014, + 0.14333562552928925, + 0.1709233969449997, + 0.06220538541674614, + 0.042572520673274994, + 0.06019595265388489, + 0.08679618686437607, + 0.06985962390899658, + 0.036188237369060516 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029828637838363647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257945042103529 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005257945042103529, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257945042103529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19089855253696442, + 0.07006716728210449, + 0.09968309849500656, + 0.3239419758319855, + 0.07626979798078537, + 0.0494135357439518, + 0.04945448413491249, + 0.039685171097517014, + 0.04084859415888786, + 0.059737563133239746 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.005257945042103529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17361338436603546, + 0.09870129823684692, + 0.06900966912508011, + 0.2695353925228119, + 0.07374059408903122, + 0.038354575634002686, + 0.08432977646589279, + 0.07943711429834366, + 0.07140413671731949, + 0.04187401756644249 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026348518207669258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera slowly and steadily moves forward, focusing on a vast wheat field bathed in the golden evening sunlight. A young mother, with long, warm brown hair that flutters gently in the breeze, wears a gentle, contented smile, her eyes filled with maternal love. Before her stands a child, perhaps five or six years old, with short, soft golden hair and cheeks slightly flushed by the sun, looking up at her with her tender face. The mother slowly reaches out her right hand and, with the back of her slender fingers, carefully and lovingly strokes the child's smooth cheek. The child, with eyes slightly closed, savours this moment of tenderness with complete trust. The gentle sunset casts a warm glow on their hair and figures. Behind them, heavy ears of wheat ripple gently in the breeze, enveloping the entire scene in a tranquil, warm, and affectionate atmosphere.", + "seed": 33472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_7437_seed_33472_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17231436888687313, + "vlm_logprob": -0.17231436888687313, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.17231436888687313, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02813025191426277 + ], + "opposite_logprob_tokens": [ + -4.903130054473877 + ], + "logprob_reward": -0.02813025191426277, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.02813025191426277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0188288576900959, + 0.007050199434161186, + 0.005665001925081015, + 0.009307192638516426, + 0.03337430581450462, + 0.01937437616288662, + 0.007576281204819679, + 0.013320503756403923, + 0.011875915341079235, + 0.8736273646354675 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.02813025191426277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577936053276062 + ], + "opposite_logprob_tokens": [ + -0.6327936053276062 + ], + "logprob_reward": -0.7577936053276062, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577936053276062, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030560486018657684, + 0.021927975118160248, + 0.024730606004595757, + 0.021634956821799278, + 0.047947369515895844, + 0.030030518770217896, + 0.01642095111310482, + 0.019633429124951363, + 0.023126261308789253, + 0.7639874815940857 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.7577936053276062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549793466925621 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.0549793466925621, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549793466925621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06679898500442505, + 0.016097620129585266, + 0.04115760326385498, + 0.018753252923488617, + 0.052057765424251556, + 0.037162017077207565, + 0.04290401563048363, + 0.03210526704788208, + 0.0280737467110157, + 0.6648897528648376 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0549793466925621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024873053189367056 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024873053189367056, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024873053189367056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011614440940320492, + 0.017122827470302582, + 0.006217359099537134, + 0.003754391334950924, + 0.008318987675011158, + 0.006111399736255407, + 0.007929844781756401, + 0.012837312184274197, + 0.005478397943079472, + 0.9206150770187378 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.0024873053189367056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818133518099785 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.01818133518099785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818133518099785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0036801169626414776, + 0.004834980238229036, + 0.00536729721352458, + 0.001795497490093112, + 0.0021757963113486767, + 0.0018495884723961353, + 0.008018397726118565, + 0.004122257232666016, + 0.0014782447833567858, + 0.9666778445243835 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.01818133518099785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera slowly and steadily moves forward, focusing on a vast wheat field bathed in the golden evening sunlight. A young mother, with long, warm brown hair that flutters gently in the breeze, wears a gentle, contented smile, her eyes filled with maternal love. Before her stands a child, perhaps five or six years old, with short, soft golden hair and cheeks slightly flushed by the sun, looking up at her with her tender face. The mother slowly reaches out her right hand and, with the back of her slender fingers, carefully and lovingly strokes the child's smooth cheek. The child, with eyes slightly closed, savours this moment of tenderness with complete trust. The gentle sunset casts a warm glow on their hair and figures. Behind them, heavy ears of wheat ripple gently in the breeze, enveloping the entire scene in a tranquil, warm, and affectionate atmosphere.", + "seed": 33473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_7437_seed_33473_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2107514835894108, + "vlm_logprob": -0.2107514835894108, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.2107514835894108, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017807135358452797 + ], + "opposite_logprob_tokens": [ + -5.0178070068359375 + ], + "logprob_reward": -0.017807135358452797, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.017807135358452797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09507982432842255, + 0.03105674311518669, + 0.027880733832716942, + 0.04414983466267586, + 0.06805355846881866, + 0.3018350601196289, + 0.15233641862869263, + 0.023860545828938484, + 0.19290924072265625, + 0.06283809244632721 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.017807135358452797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898305356502533 + ], + "opposite_logprob_tokens": [ + -0.523305356502533 + ], + "logprob_reward": -0.898305356502533, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898305356502533, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06933916360139847, + 0.017125869169831276, + 0.027329571545124054, + 0.01759478822350502, + 0.031743500381708145, + 0.10668376833200455, + 0.5836437940597534, + 0.04060453549027443, + 0.07234246283769608, + 0.033592525869607925 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.898305356502533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597489550709724 + ], + "opposite_logprob_tokens": [ + -3.895597457885742 + ], + "logprob_reward": -0.020597489550709724, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597489550709724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053107358515262604, + 0.03554297611117363, + 0.014736177399754524, + 0.021758275106549263, + 0.014152368530631065, + 0.0826011672616005, + 0.5329935550689697, + 0.11132892966270447, + 0.11839630454778671, + 0.015382841229438782 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.020597489550709724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062087610363960266 + ], + "opposite_logprob_tokens": [ + -2.8120875358581543 + ], + "logprob_reward": -0.062087610363960266, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062087610363960266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07698173075914383, + 0.033044327050447464, + 0.021603673696517944, + 0.022045491263270378, + 0.018265973776578903, + 0.030090002343058586, + 0.170200914144516, + 0.046074122190475464, + 0.09699929505586624, + 0.4846945106983185 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.062087610363960266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495982617139816 + ], + "opposite_logprob_tokens": [ + -2.929959774017334 + ], + "logprob_reward": -0.05495982617139816, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495982617139816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045557349920273, + 0.059124454855918884, + 0.022819554433226585, + 0.030213402584195137, + 0.024741031229496002, + 0.0217143427580595, + 0.05282853916287422, + 0.06258054077625275, + 0.18399237096309662, + 0.47153016924858093 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.05495982617139816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera slowly and steadily moves forward, focusing on a vast wheat field bathed in the golden evening sunlight. A young mother, with long, warm brown hair that flutters gently in the breeze, wears a gentle, contented smile, her eyes filled with maternal love. Before her stands a child, perhaps five or six years old, with short, soft golden hair and cheeks slightly flushed by the sun, looking up at her with her tender face. The mother slowly reaches out her right hand and, with the back of her slender fingers, carefully and lovingly strokes the child's smooth cheek. The child, with eyes slightly closed, savours this moment of tenderness with complete trust. The gentle sunset casts a warm glow on their hair and figures. Behind them, heavy ears of wheat ripple gently in the breeze, enveloping the entire scene in a tranquil, warm, and affectionate atmosphere.", + "seed": 33474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_5/index_7437_seed_33474_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1501478717662394, + "vlm_logprob": -0.1501478717662394, + "vlm_yes_no_margin": 3.949999952316284, + "vlm_token_credit": -0.1501478717662394, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022809870541095734 + ], + "opposite_logprob_tokens": [ + -5.397809982299805 + ], + "logprob_reward": -0.022809870541095734, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.022809870541095734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16678006947040558, + 0.05352099984884262, + 0.05336935818195343, + 0.06378541141748428, + 0.0776824951171875, + 0.041389349848032, + 0.07178228348493576, + 0.1873612254858017, + 0.1832766979932785, + 0.10105209797620773 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.022809870541095734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933413743972778 + ], + "opposite_logprob_tokens": [ + -0.6933413743972778 + ], + "logprob_reward": -0.6933413743972778, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933413743972778, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07526834309101105, + 0.06642863154411316, + 0.03769996762275696, + 0.11091016232967377, + 0.09136120229959488, + 0.0266723595559597, + 0.2092103809118271, + 0.0798066034913063, + 0.11125222593545914, + 0.19139009714126587 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.6933413743972778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819959655404091 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.01819959655404091, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819959655404091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11250363290309906, + 0.13704447448253632, + 0.04277797415852547, + 0.05212262645363808, + 0.16702653467655182, + 0.039949700236320496, + 0.05756522715091705, + 0.15138107538223267, + 0.0823630690574646, + 0.15726561844348907 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.01819959655404091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195450011640787 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195450011640787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195450011640787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22552697360515594, + 0.06933529675006866, + 0.05829288065433502, + 0.07149035483598709, + 0.04786926880478859, + 0.06674330681562424, + 0.14107181131839752, + 0.07559452950954437, + 0.12109196931123734, + 0.12298364192247391 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.002195450011640787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young mother with long brown hair stroking a child's cheek with her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a vast wheat field bathed in golden evening sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are heavy ears of wheat visible rippling gently in the breeze behind the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22491304576396942, + 0.07403499633073807, + 0.10748423635959625, + 0.06633488088846207, + 0.10666045546531677, + 0.04969572275876999, + 0.13435302674770355, + 0.0658050999045372, + 0.07183973491191864, + 0.09887885302305222 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.014193067327141762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_tensor([946, 946])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_tensor([946, 946])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ad8be668cdd47ac12a1f49cebe157aefbb30b771 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_tensor([946, 946])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, static close-up focuses on the car's interior rearview mirror, its black plastic casing slightly worn and textured. Reflected in the pristine glass is a perfectly framed, rapidly receding view of a long, straight asphalt highway, its white lane markings rapidly converging to disappear on the horizon. The blurred landscape of trees and rolling hills on either side of the road is rendered in a soft motion blur of deep greens and earthy browns, powerfully conveying the vehicle's high speed. The entire reflected scene is dramatically illuminated by the setting sun, which paints the sky in a stunning gradient of fiery orange, deep burgundy, and soft purple. This golden hour light spills out of the reflection, casting a warm, nostalgic glow around the edges of the frame and creating subtle lens flare on the glass's surface, evoking both a poignant atmosphere of departure and a quiet, hopeful feeling of a journey just beginning.", + "seed": 12650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_946_seed_12650_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01338111748918891, + "vlm_logprob": -0.01338111748918891, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01338111748918891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013553149998188019 + ], + "opposite_logprob_tokens": [ + -4.888553142547607 + ], + "logprob_reward": -0.013553149998188019, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.013553149998188019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05600019916892052, + 0.045129768550395966, + 0.023075224831700325, + 0.15861009061336517, + 0.054783910512924194, + 0.06714459508657455, + 0.4866155982017517, + 0.0482933446764946, + 0.03949045389890671, + 0.020856764167547226 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.013553149998188019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215984106063843 + ], + "opposite_logprob_tokens": [ + -4.018216133117676 + ], + "logprob_reward": -0.018215984106063843, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018215984106063843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11842934042215347, + 0.04195551201701164, + 0.09375786036252975, + 0.06660140305757523, + 0.020794471725821495, + 0.08125811815261841, + 0.3132617175579071, + 0.17866705358028412, + 0.05623558536171913, + 0.029038898646831512 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.018215984106063843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367442682385445 + ], + "opposite_logprob_tokens": [ + -3.651367425918579 + ], + "logprob_reward": -0.026367442682385445, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367442682385445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010516882874071598, + 0.011290747672319412, + 0.007019790820777416, + 0.1777401864528656, + 0.011391551233828068, + 0.012777718715369701, + 0.7366980910301208, + 0.014322473667562008, + 0.010878239758312702, + 0.007364257704466581 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.026367442682385445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952251143753529 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952251143753529, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952251143753529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1264704465866089, + 0.06055546551942825, + 0.04340021684765816, + 0.1539609581232071, + 0.0492892786860466, + 0.22414009273052216, + 0.20658227801322937, + 0.06819761544466019, + 0.04776573181152344, + 0.019637905061244965 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.005952251143753529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816759515553713 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.002816759515553713, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816759515553713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0576428584754467, + 0.02944783680140972, + 0.019917592406272888, + 0.19196923077106476, + 0.016830069944262505, + 0.011074187234044075, + 0.5692522525787354, + 0.05754479765892029, + 0.025966448709368706, + 0.0203547365963459 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.002816759515553713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on the car's interior rearview mirror, its black plastic casing slightly worn and textured. Reflected in the pristine glass is a perfectly framed, rapidly receding view of a long, straight asphalt highway, its white lane markings rapidly converging to disappear on the horizon. The blurred landscape of trees and rolling hills on either side of the road is rendered in a soft motion blur of deep greens and earthy browns, powerfully conveying the vehicle's high speed. The entire reflected scene is dramatically illuminated by the setting sun, which paints the sky in a stunning gradient of fiery orange, deep burgundy, and soft purple. This golden hour light spills out of the reflection, casting a warm, nostalgic glow around the edges of the frame and creating subtle lens flare on the glass's surface, evoking both a poignant atmosphere of departure and a quiet, hopeful feeling of a journey just beginning.", + "seed": 12651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_946_seed_12651_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018713544681668283, + "vlm_logprob": -0.018713544681668283, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.018713544681668283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01778465136885643 + ], + "opposite_logprob_tokens": [ + -4.392784595489502 + ], + "logprob_reward": -0.01778465136885643, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01778465136885643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14577941596508026, + 0.15784643590450287, + 0.15779173374176025, + 0.11598631739616394, + 0.12080776691436768, + 0.07967453449964523, + 0.028327656909823418, + 0.133469358086586, + 0.03219897672533989, + 0.028117800131440163 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01778465136885643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023335473611950874 + ], + "opposite_logprob_tokens": [ + -3.7733354568481445 + ], + "logprob_reward": -0.023335473611950874, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023335473611950874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13809245824813843, + 0.06701744347810745, + 0.03968914598226547, + 0.04544537141919136, + 0.20976929366588593, + 0.15640924870967865, + 0.02112741395831108, + 0.27698537707328796, + 0.03284401074051857, + 0.012620235793292522 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.023335473611950874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309331625699997 + ], + "opposite_logprob_tokens": [ + -3.168093204498291 + ], + "logprob_reward": -0.04309331625699997, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309331625699997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09070660918951035, + 0.07363278418779373, + 0.09983140975236893, + 0.035015255212783813, + 0.1058005839586258, + 0.18249660730361938, + 0.03230029344558716, + 0.3325120806694031, + 0.020852917805314064, + 0.02685152366757393 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.04309331625699997 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100250080227852 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100250080227852, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100250080227852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15791164338588715, + 0.039980705827474594, + 0.051409244537353516, + 0.04335900396108627, + 0.14836207032203674, + 0.1818387359380722, + 0.029118742793798447, + 0.3007415235042572, + 0.02674424648284912, + 0.02053404599428177 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.004100250080227852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2567351758480072, + 0.11366737633943558, + 0.09762633591890335, + 0.05961896479129791, + 0.12812301516532898, + 0.10156616568565369, + 0.03158264234662056, + 0.1576668918132782, + 0.026883717626333237, + 0.026529762893915176 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.005254032090306282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on the car's interior rearview mirror, its black plastic casing slightly worn and textured. Reflected in the pristine glass is a perfectly framed, rapidly receding view of a long, straight asphalt highway, its white lane markings rapidly converging to disappear on the horizon. The blurred landscape of trees and rolling hills on either side of the road is rendered in a soft motion blur of deep greens and earthy browns, powerfully conveying the vehicle's high speed. The entire reflected scene is dramatically illuminated by the setting sun, which paints the sky in a stunning gradient of fiery orange, deep burgundy, and soft purple. This golden hour light spills out of the reflection, casting a warm, nostalgic glow around the edges of the frame and creating subtle lens flare on the glass's surface, evoking both a poignant atmosphere of departure and a quiet, hopeful feeling of a journey just beginning.", + "seed": 12652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_946_seed_12652_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013797329412773252, + "vlm_logprob": -0.013797329412773252, + "vlm_yes_no_margin": 4.624999952316284, + "vlm_token_credit": -0.013797329412773252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023398244753479958 + ], + "opposite_logprob_tokens": [ + -3.8983981609344482 + ], + "logprob_reward": -0.023398244753479958, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023398244753479958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14216957986354828, + 0.039431147277355194, + 0.040067948400974274, + 0.1945943385362625, + 0.15626022219657898, + 0.15342575311660767, + 0.043570179492235184, + 0.07963495701551437, + 0.08413675427436829, + 0.06670915335416794 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.023398244753479958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214929848909378 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214929848909378, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018214929848909378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13995492458343506, + 0.042663127183914185, + 0.023683423176407814, + 0.1909666657447815, + 0.3051811754703522, + 0.11111811548471451, + 0.03235357999801636, + 0.06518726050853729, + 0.035084180533885956, + 0.05380762740969658 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.018214929848909378 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791205637156963 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791205637156963, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791205637156963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21191489696502686, + 0.1342429518699646, + 0.052432578057050705, + 0.04494958370923996, + 0.1799735277891159, + 0.06642799824476242, + 0.17736244201660156, + 0.03857406601309776, + 0.04607723653316498, + 0.048044733703136444 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.009791205637156963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015149556566029787 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015149556566029787, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015149556566029787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.120032899081707, + 0.09800965338945389, + 0.015429854393005371, + 0.054956693202257156, + 0.21557405591011047, + 0.1418483853340149, + 0.11673886328935623, + 0.10600250214338303, + 0.05232826992869377, + 0.07907881587743759 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0015149556566029787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606731116771698 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606731116771698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606731116771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2767502963542938, + 0.14344878494739532, + 0.016700074076652527, + 0.028844663873314857, + 0.08178280293941498, + 0.09527748823165894, + 0.10998596251010895, + 0.10679294914007187, + 0.0926891416311264, + 0.047727879136800766 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01606731116771698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on the car's interior rearview mirror, its black plastic casing slightly worn and textured. Reflected in the pristine glass is a perfectly framed, rapidly receding view of a long, straight asphalt highway, its white lane markings rapidly converging to disappear on the horizon. The blurred landscape of trees and rolling hills on either side of the road is rendered in a soft motion blur of deep greens and earthy browns, powerfully conveying the vehicle's high speed. The entire reflected scene is dramatically illuminated by the setting sun, which paints the sky in a stunning gradient of fiery orange, deep burgundy, and soft purple. This golden hour light spills out of the reflection, casting a warm, nostalgic glow around the edges of the frame and creating subtle lens flare on the glass's surface, evoking both a poignant atmosphere of departure and a quiet, hopeful feeling of a journey just beginning.", + "seed": 12653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_6/index_946_seed_12653_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0219841688638553, + "vlm_logprob": -0.0219841688638553, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.0219841688638553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062337860465049744 + ], + "opposite_logprob_tokens": [ + -2.937337875366211 + ], + "logprob_reward": -0.062337860465049744, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.062337860465049744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18854036927223206, + 0.11019571125507355, + 0.032304853200912476, + 0.058370549231767654, + 0.11194919794797897, + 0.26924416422843933, + 0.04242560267448425, + 0.03342742472887039, + 0.1277250498533249, + 0.025817040354013443 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.062337860465049744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638300135731697 + ], + "opposite_logprob_tokens": [ + -3.6513829231262207 + ], + "logprob_reward": -0.02638300135731697, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638300135731697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14492112398147583, + 0.19561108946800232, + 0.027893725782632828, + 0.036050666123628616, + 0.16032229363918304, + 0.10701316595077515, + 0.17293143272399902, + 0.019576845690608025, + 0.1123659759759903, + 0.023313743993639946 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.02638300135731697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196846228092909 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196846228092909, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196846228092909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21836990118026733, + 0.18799741566181183, + 0.06336535513401031, + 0.08345478028059006, + 0.0825410857796669, + 0.06724751740694046, + 0.15323972702026367, + 0.022947467863559723, + 0.10124412178993225, + 0.019592612981796265 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.003196846228092909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019408691441640258 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019408691441640258, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019408691441640258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13908801972866058, + 0.13315437734127045, + 0.033553775399923325, + 0.06917992234230042, + 0.14452645182609558, + 0.1075834408402443, + 0.17859946191310883, + 0.02582148090004921, + 0.14295460283756256, + 0.02553846314549446 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.0019408691441640258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, static close-up focused on a car's interior rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rearview mirror's casing black, plastic, slightly worn, and textured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection show a long, straight asphalt highway with white lane markings converging to the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the reflected landscape of trees and hills rendered in a soft motion blur of deep greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a setting sun creating a gradient of fiery orange, deep burgundy, and soft purple in the reflection?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062267124652863 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062267124652863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062267124652863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20992232859134674, + 0.09153016656637192, + 0.029166050255298615, + 0.09252272546291351, + 0.12448522448539734, + 0.1724788099527359, + 0.11336822807788849, + 0.022769620642066002, + 0.11107918620109558, + 0.03267766535282135 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.016062267124652863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_tensor([5156, 5156])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_tensor([5156, 5156])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca116a51f72c23b5bc19eb687be3450dfdc8c77a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_tensor([5156, 5156])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a slightly low-angle medium shot, the camera tracking steadily alongside a magnificent golden retriever as it parades across a lush, sun-drenched backyard lawn. The dog's thick, honey-gold fur gleams in the warm afternoon sun as it proudly holds a sturdy, white rubber bone firmly but gently in its mouth, the object showing faint tooth marks from previous play. It moves with a brisk, trotting gait, head held high, its dark, intelligent eyes gleaming with happiness. Central to its joyful expression is the rhythmic, sweeping motion of its long, feathered tail, which sways enthusiastically from side to side. In the soft-focus background, a weathered wooden fence surrounds the yard. The low-hanging sunlight casts long, soft shadows across the vibrant green grass, bathing the entire scene in a golden glow and creating a warm atmosphere of pure, simple canine joy.", + "seed": 19054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_5156_seed_19054_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040421981899999085, + "vlm_logprob": -0.040421981899999085, + "vlm_yes_no_margin": 4.150000023841858, + "vlm_token_credit": -0.040421981899999085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0077815488912165165 + ], + "opposite_logprob_tokens": [ + -5.007781505584717 + ], + "logprob_reward": -0.0077815488912165165, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0077815488912165165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10258857160806656, + 0.0484776496887207, + 0.2568421959877014, + 0.027882514521479607, + 0.09037895500659943, + 0.027108656242489815, + 0.06044783815741539, + 0.19360138475894928, + 0.0511285699903965, + 0.14154374599456787 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.0077815488912165165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428593546152115 + ], + "opposite_logprob_tokens": [ + -2.01785945892334 + ], + "logprob_reward": -0.1428593546152115, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428593546152115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14024947583675385, + 0.08890578150749207, + 0.1275852471590042, + 0.0869535282254219, + 0.04261815547943115, + 0.12594027817249298, + 0.03538711741566658, + 0.22197161614894867, + 0.06597228348255157, + 0.06441657245159149 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.1428593546152115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369821608066559 + ], + "opposite_logprob_tokens": [ + -3.408698320388794 + ], + "logprob_reward": -0.03369821608066559, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369821608066559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07383858412504196, + 0.047713056206703186, + 0.1843702793121338, + 0.03168262913823128, + 0.18716150522232056, + 0.09093192219734192, + 0.04206933081150055, + 0.2594289779663086, + 0.050251979380846024, + 0.03255172818899155 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.03369821608066559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017115719383582473 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017115719383582473, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017115719383582473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1478855013847351, + 0.0960262343287468, + 0.09093460440635681, + 0.07178256660699844, + 0.06350477039813995, + 0.04721910133957863, + 0.09003003686666489, + 0.23250064253807068, + 0.058972012251615524, + 0.10114453732967377 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0017115719383582473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605921797454357 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.01605921797454357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605921797454357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12413527071475983, + 0.037474311888217926, + 0.1769016683101654, + 0.0408489964902401, + 0.32577183842658997, + 0.031826239079236984, + 0.09344467520713806, + 0.09837161004543304, + 0.045345284044742584, + 0.025880124419927597 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.01605921797454357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly low-angle medium shot, the camera tracking steadily alongside a magnificent golden retriever as it parades across a lush, sun-drenched backyard lawn. The dog's thick, honey-gold fur gleams in the warm afternoon sun as it proudly holds a sturdy, white rubber bone firmly but gently in its mouth, the object showing faint tooth marks from previous play. It moves with a brisk, trotting gait, head held high, its dark, intelligent eyes gleaming with happiness. Central to its joyful expression is the rhythmic, sweeping motion of its long, feathered tail, which sways enthusiastically from side to side. In the soft-focus background, a weathered wooden fence surrounds the yard. The low-hanging sunlight casts long, soft shadows across the vibrant green grass, bathing the entire scene in a golden glow and creating a warm atmosphere of pure, simple canine joy.", + "seed": 19055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_5156_seed_19055_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019413947593420744, + "vlm_logprob": -0.019413947593420744, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.019413947593420744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035359261091798544 + ], + "opposite_logprob_tokens": [ + -5.753535747528076 + ], + "logprob_reward": -0.0035359261091798544, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035359261091798544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16700416803359985, + 0.39726874232292175, + 0.07170486450195312, + 0.1479274481534958, + 0.018506335094571114, + 0.02403738535940647, + 0.009611304849386215, + 0.1381356418132782, + 0.01659572124481201, + 0.009208444505929947 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0035359261091798544 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700591653585434 + ], + "opposite_logprob_tokens": [ + -2.695059061050415 + ], + "logprob_reward": -0.0700591653585434, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700591653585434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10562554001808167, + 0.41697272658348083, + 0.08005034923553467, + 0.0967596024274826, + 0.03339351713657379, + 0.06645744293928146, + 0.0629400685429573, + 0.08726903796195984, + 0.038353849202394485, + 0.012177815660834312 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0700591653585434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043876390904188156, + 0.39362308382987976, + 0.027833377942442894, + 0.1380327045917511, + 0.019047152251005173, + 0.09438442438840866, + 0.029388338327407837, + 0.1931365728378296, + 0.032353080809116364, + 0.02832484431564808 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013329440262168646 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013329440262168646, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013329440262168646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15966661274433136, + 0.40224310755729675, + 0.05086077004671097, + 0.09418140351772308, + 0.09708933532238007, + 0.06665189564228058, + 0.02537531778216362, + 0.030124414712190628, + 0.028164280578494072, + 0.04564282298088074 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0013329440262168646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066253297030926 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066253297030926, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066253297030926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22307097911834717, + 0.29956766963005066, + 0.050776708871126175, + 0.2798060476779938, + 0.03073979541659355, + 0.031517818570137024, + 0.020958293229341507, + 0.02519867569208145, + 0.018102198839187622, + 0.020261745899915695 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.011066253297030926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly low-angle medium shot, the camera tracking steadily alongside a magnificent golden retriever as it parades across a lush, sun-drenched backyard lawn. The dog's thick, honey-gold fur gleams in the warm afternoon sun as it proudly holds a sturdy, white rubber bone firmly but gently in its mouth, the object showing faint tooth marks from previous play. It moves with a brisk, trotting gait, head held high, its dark, intelligent eyes gleaming with happiness. Central to its joyful expression is the rhythmic, sweeping motion of its long, feathered tail, which sways enthusiastically from side to side. In the soft-focus background, a weathered wooden fence surrounds the yard. The low-hanging sunlight casts long, soft shadows across the vibrant green grass, bathing the entire scene in a golden glow and creating a warm atmosphere of pure, simple canine joy.", + "seed": 19056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_5156_seed_19056_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029051928187254817, + "vlm_logprob": -0.029051928187254817, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.029051928187254817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005015767179429531 + ], + "opposite_logprob_tokens": [ + -5.505015850067139 + ], + "logprob_reward": -0.005015767179429531, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005015767179429531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11982927471399307, + 0.018960628658533096, + 0.07349508255720139, + 0.10476461797952652, + 0.02034103311598301, + 0.053529612720012665, + 0.5635024309158325, + 0.014020157977938652, + 0.010216927155852318, + 0.021340221166610718 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.005015767179429531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034806281328201 + ], + "opposite_logprob_tokens": [ + -2.3503479957580566 + ], + "logprob_reward": -0.10034806281328201, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034806281328201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09240414202213287, + 0.06493464857339859, + 0.03992893174290657, + 0.05852014571428299, + 0.04759426787495613, + 0.2719157040119171, + 0.3776668906211853, + 0.014187950640916824, + 0.006846995558589697, + 0.026000328361988068 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.10034806281328201 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282833397388458 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282833397388458, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282833397388458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04693598300218582, + 0.04396963119506836, + 0.031217625364661217, + 0.027715738862752914, + 0.033283017575740814, + 0.5751659870147705, + 0.14780260622501373, + 0.023944750428199768, + 0.03405160829424858, + 0.03591311350464821 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.023282833397388458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005579821881838143 + ], + "opposite_logprob_tokens": [ + -7.500557899475098 + ], + "logprob_reward": -0.0005579821881838143, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005579821881838143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023523183539509773, + 0.022970326244831085, + 0.053386785089969635, + 0.012541613541543484, + 0.008034195750951767, + 0.694735050201416, + 0.158394455909729, + 0.008868995122611523, + 0.011583157815039158, + 0.005962204188108444 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0005579821881838143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054995357990265 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.016054995357990265, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054995357990265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07772373408079147, + 0.06804683804512024, + 0.02788129821419716, + 0.030364591628313065, + 0.026073383167386055, + 0.4095905125141144, + 0.20992030203342438, + 0.09054664522409439, + 0.036784857511520386, + 0.023067843168973923 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.016054995357990265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a slightly low-angle medium shot, the camera tracking steadily alongside a magnificent golden retriever as it parades across a lush, sun-drenched backyard lawn. The dog's thick, honey-gold fur gleams in the warm afternoon sun as it proudly holds a sturdy, white rubber bone firmly but gently in its mouth, the object showing faint tooth marks from previous play. It moves with a brisk, trotting gait, head held high, its dark, intelligent eyes gleaming with happiness. Central to its joyful expression is the rhythmic, sweeping motion of its long, feathered tail, which sways enthusiastically from side to side. In the soft-focus background, a weathered wooden fence surrounds the yard. The low-hanging sunlight casts long, soft shadows across the vibrant green grass, bathing the entire scene in a golden glow and creating a warm atmosphere of pure, simple canine joy.", + "seed": 19057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_7/index_5156_seed_19057_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020276181423105298, + "vlm_logprob": -0.020276181423105298, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.020276181423105298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004727021791040897 + ], + "opposite_logprob_tokens": [ + -5.504726886749268 + ], + "logprob_reward": -0.004727021791040897, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004727021791040897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07434747368097305, + 0.1390167474746704, + 0.06742840260267258, + 0.09059696644544601, + 0.027386201545596123, + 0.3630748391151428, + 0.015800680965185165, + 0.05167965963482857, + 0.016735337674617767, + 0.15393370389938354 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.004727021791040897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790068507194519 + ], + "opposite_logprob_tokens": [ + -2.5790069103240967 + ], + "logprob_reward": -0.0790068507194519, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790068507194519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04449378326535225, + 0.05491264536976814, + 0.6393240690231323, + 0.07155091315507889, + 0.018484730273485184, + 0.0821106806397438, + 0.008292204700410366, + 0.009939162991940975, + 0.01235191524028778, + 0.05853988975286484 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.0790068507194519 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949051585048437 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949051585048437, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949051585048437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07405257970094681, + 0.028911054134368896, + 0.41559410095214844, + 0.07732628285884857, + 0.026750151067972183, + 0.1341620534658432, + 0.08926762640476227, + 0.027707858011126518, + 0.026092184707522392, + 0.10013610869646072 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.005949051585048437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000631848000921309 + ], + "opposite_logprob_tokens": [ + -7.375631809234619 + ], + "logprob_reward": -0.000631848000921309, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.000631848000921309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06584367901086807, + 0.07456684857606888, + 0.49536794424057007, + 0.05217356979846954, + 0.02087429352104664, + 0.0998629555106163, + 0.025889046490192413, + 0.01852377876639366, + 0.01979447714984417, + 0.12710335850715637 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.000631848000921309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden retriever with thick, honey-gold fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dog holding a sturdy, white rubber bone with faint tooth marks in its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dog moving with a brisk, trotting gait while its long, feathered tail sways side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lush, sun-drenched backyard lawn with a weathered wooden fence in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slightly low-angle medium shot with the camera tracking steadily alongside the dog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106613501906395 + ], + "opposite_logprob_tokens": [ + -4.51106595993042 + ], + "logprob_reward": -0.01106613501906395, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106613501906395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11132589727640152, + 0.09648675471544266, + 0.16773203015327454, + 0.11937175691127777, + 0.024795271456241608, + 0.20245617628097534, + 0.0525570884346962, + 0.08989060670137405, + 0.027751926332712173, + 0.10763246566057205 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.01106613501906395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_tensor([5534, 5534])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_tensor([5534, 5534])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e96f6be782e499072c50feb2ab44990563508fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_tensor([5534, 5534])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "High-frame-rate, static extreme close-ups capture a dramatic moment of natural energy in breathtaking super-slow motion. A gnarled, ancient olive branch, its bark riddled with deep fissures and weathered, gray-brown veins, snaps upward with violent yet graceful force. This powerful rebound sends shockwaves through its length, causing clusters of plump, deep purple olives, their outer skins tinged with a dull, waxy sheen, to tremble on the stem. A succession of silver-green leaves is shaken loose, each one detached and beginning a slow, mesmerizing descent. They twist and turn in the air, their dusty green tops and gleaming silver undersides catching the light in a dance of ballet. The entire scene is bathed in the warm golden glow of the afternoon sun, which sculpts the intricate grain of the wood and casts brilliant rimlight on the dark fruit. All of this is set against the soft, scorched, sun-soaked blur of the olive grove in the distance, creating a serene and breathtaking atmosphere, a moment frozen in time.", + "seed": 14998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_5534_seed_14998_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1800483084283769, + "vlm_logprob": -0.1800483084283769, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1800483084283769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03130719065666199 + ], + "opposite_logprob_tokens": [ + -3.5313072204589844 + ], + "logprob_reward": -0.03130719065666199, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03130719065666199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21421895921230316, + 0.09130015969276428, + 0.07255131006240845, + 0.06976231932640076, + 0.09311054646968842, + 0.02520395629107952, + 0.04972812160849571, + 0.21625465154647827, + 0.1219845786690712, + 0.04588540270924568 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.03130719065666199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134700655937195 + ], + "opposite_logprob_tokens": [ + -1.4063470363616943 + ], + "logprob_reward": -0.28134700655937195, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134700655937195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470937281847, + 0.2833746671676636, + 0.11992038786411285, + 0.06460932642221451, + 0.11177092790603638, + 0.12656639516353607, + 0.04312844201922417, + 0.0670354813337326, + 0.023837586864829063, + 0.012663078494369984 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.28134700655937195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762118101119995 + ], + "opposite_logprob_tokens": [ + -0.8262118101119995 + ], + "logprob_reward": -0.5762118101119995, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762118101119995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2140323966741562, + 0.12374495714902878, + 0.031254298985004425, + 0.03396263346076012, + 0.0885462686419487, + 0.03526727110147476, + 0.05091344565153122, + 0.2643207013607025, + 0.09213615953922272, + 0.06582187861204147 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.5762118101119995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5216970443725586, + 0.09048563241958618, + 0.05251629650592804, + 0.020798014476895332, + 0.052745237946510315, + 0.017957035452127457, + 0.02771151252090931, + 0.13909703493118286, + 0.06028567999601364, + 0.01670650579035282 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004643134772777557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732400041073561 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732400041073561, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732400041073561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6224645376205444, + 0.06891170889139175, + 0.03923439234495163, + 0.02116556651890278, + 0.07068154960870743, + 0.021456705406308174, + 0.025916939601302147, + 0.09979521483182907, + 0.018023226410150528, + 0.01235024631023407 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.006732400041073561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "High-frame-rate, static extreme close-ups capture a dramatic moment of natural energy in breathtaking super-slow motion. A gnarled, ancient olive branch, its bark riddled with deep fissures and weathered, gray-brown veins, snaps upward with violent yet graceful force. This powerful rebound sends shockwaves through its length, causing clusters of plump, deep purple olives, their outer skins tinged with a dull, waxy sheen, to tremble on the stem. A succession of silver-green leaves is shaken loose, each one detached and beginning a slow, mesmerizing descent. They twist and turn in the air, their dusty green tops and gleaming silver undersides catching the light in a dance of ballet. The entire scene is bathed in the warm golden glow of the afternoon sun, which sculpts the intricate grain of the wood and casts brilliant rimlight on the dark fruit. All of this is set against the soft, scorched, sun-soaked blur of the olive grove in the distance, creating a serene and breathtaking atmosphere, a moment frozen in time.", + "seed": 14999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_5534_seed_14999_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05028446160722524, + "vlm_logprob": -0.05028446160722524, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.05028446160722524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004174923058599234 + ], + "opposite_logprob_tokens": [ + -5.629174709320068 + ], + "logprob_reward": -0.004174923058599234, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004174923058599234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23946905136108398, + 0.19066418707370758, + 0.07945609092712402, + 0.11600346863269806, + 0.07490945607423782, + 0.06819728016853333, + 0.0764537826180458, + 0.025394076481461525, + 0.048111893236637115, + 0.08134070783853531 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004174923058599234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003183051943779 + ], + "opposite_logprob_tokens": [ + -2.350318193435669 + ], + "logprob_reward": -0.1003183051943779, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003183051943779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13301768898963928, + 0.1663639098405838, + 0.056654855608940125, + 0.36881157755851746, + 0.07161258906126022, + 0.07685454189777374, + 0.05380278453230858, + 0.022979000583291054, + 0.024657394737005234, + 0.02524571307003498 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.1003183051943779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282412827014923 + ], + "opposite_logprob_tokens": [ + -2.017824172973633 + ], + "logprob_reward": -0.14282412827014923, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282412827014923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12000026553869247, + 0.1046009510755539, + 0.128030464053154, + 0.1146501898765564, + 0.07372033596038818, + 0.1518186330795288, + 0.10370848327875137, + 0.08867211639881134, + 0.05843362212181091, + 0.05636492744088173 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.14282412827014923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00091856240760535 + ], + "opposite_logprob_tokens": [ + -7.000918388366699 + ], + "logprob_reward": -0.00091856240760535, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.00091856240760535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09245198965072632, + 0.18905161321163177, + 0.08359744399785995, + 0.10230295360088348, + 0.06627237796783447, + 0.1343601793050766, + 0.09789945930242538, + 0.111567422747612, + 0.049388669431209564, + 0.07310788333415985 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.00091856240760535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031863891053944826 + ], + "opposite_logprob_tokens": [ + -5.753186225891113 + ], + "logprob_reward": -0.0031863891053944826, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031863891053944826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14728647470474243, + 0.10737111419439316, + 0.1162344291806221, + 0.246698796749115, + 0.10213501751422882, + 0.07502901554107666, + 0.08205340802669525, + 0.03439901024103165, + 0.05477252975106239, + 0.034020233899354935 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0031863891053944826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "High-frame-rate, static extreme close-ups capture a dramatic moment of natural energy in breathtaking super-slow motion. A gnarled, ancient olive branch, its bark riddled with deep fissures and weathered, gray-brown veins, snaps upward with violent yet graceful force. This powerful rebound sends shockwaves through its length, causing clusters of plump, deep purple olives, their outer skins tinged with a dull, waxy sheen, to tremble on the stem. A succession of silver-green leaves is shaken loose, each one detached and beginning a slow, mesmerizing descent. They twist and turn in the air, their dusty green tops and gleaming silver undersides catching the light in a dance of ballet. The entire scene is bathed in the warm golden glow of the afternoon sun, which sculpts the intricate grain of the wood and casts brilliant rimlight on the dark fruit. All of this is set against the soft, scorched, sun-soaked blur of the olive grove in the distance, creating a serene and breathtaking atmosphere, a moment frozen in time.", + "seed": 15000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_5534_seed_15000_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12528894394636153, + "vlm_logprob": -0.12528894394636153, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.12528894394636153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017407376319169998 + ], + "opposite_logprob_tokens": [ + -4.142407417297363 + ], + "logprob_reward": -0.017407376319169998, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017407376319169998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2350139617919922, + 0.08561825752258301, + 0.1109149232506752, + 0.07502276450395584, + 0.16181045770645142, + 0.1051083579659462, + 0.06671793013811111, + 0.08512818068265915, + 0.030896976590156555, + 0.04376819729804993 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.017407376319169998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486314117908478 + ], + "opposite_logprob_tokens": [ + -1.2236313819885254 + ], + "logprob_reward": -0.3486314117908478, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486314117908478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15776032209396362, + 0.1155552864074707, + 0.13789771497249603, + 0.08005660772323608, + 0.05778556317090988, + 0.1348491609096527, + 0.08524417132139206, + 0.050463829189538956, + 0.11514862626791, + 0.06523872911930084 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.3486314117908478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252157986164093 + ], + "opposite_logprob_tokens": [ + -1.5021579265594482 + ], + "logprob_reward": -0.252157986164093, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252157986164093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16695910692214966, + 0.1315893977880478, + 0.17156213521957397, + 0.08649326115846634, + 0.11119295656681061, + 0.07322131097316742, + 0.04389101639389992, + 0.05907369405031204, + 0.09445687383413315, + 0.06156031787395477 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.252157986164093 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015144795179367065 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015144795179367065, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015144795179367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2489643692970276, + 0.09140779078006744, + 0.08018773049116135, + 0.04760986194014549, + 0.04264499992132187, + 0.22337256371974945, + 0.04356222599744797, + 0.09535101801156998, + 0.07580162584781647, + 0.051097847521305084 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0015144795179367065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23557829856872559, + 0.1363789290189743, + 0.07320541143417358, + 0.1803600937128067, + 0.056984513998031616, + 0.08978064358234406, + 0.09073597937822342, + 0.05597331002354622, + 0.04372565075755119, + 0.037277139723300934 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.006733465939760208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "High-frame-rate, static extreme close-ups capture a dramatic moment of natural energy in breathtaking super-slow motion. A gnarled, ancient olive branch, its bark riddled with deep fissures and weathered, gray-brown veins, snaps upward with violent yet graceful force. This powerful rebound sends shockwaves through its length, causing clusters of plump, deep purple olives, their outer skins tinged with a dull, waxy sheen, to tremble on the stem. A succession of silver-green leaves is shaken loose, each one detached and beginning a slow, mesmerizing descent. They twist and turn in the air, their dusty green tops and gleaming silver undersides catching the light in a dance of ballet. The entire scene is bathed in the warm golden glow of the afternoon sun, which sculpts the intricate grain of the wood and casts brilliant rimlight on the dark fruit. All of this is set against the soft, scorched, sun-soaked blur of the olive grove in the distance, creating a serene and breathtaking atmosphere, a moment frozen in time.", + "seed": 15001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_8/index_5534_seed_15001_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10290919356048107, + "vlm_logprob": -0.10290919356048107, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.10290919356048107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0055577997118234634 + ], + "opposite_logprob_tokens": [ + -5.380558013916016 + ], + "logprob_reward": -0.0055577997118234634, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0055577997118234634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4621058702468872, + 0.11365872621536255, + 0.07634559273719788, + 0.0915948748588562, + 0.03594005107879639, + 0.05895793065428734, + 0.04338866472244263, + 0.04173304885625839, + 0.023012245073914528, + 0.05326297879219055 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0055577997118234634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520926594734192 + ], + "opposite_logprob_tokens": [ + -1.5020925998687744 + ], + "logprob_reward": -0.2520926594734192, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520926594734192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2695358693599701, + 0.09792821854352951, + 0.08841393887996674, + 0.11178674548864365, + 0.06229235231876373, + 0.19726157188415527, + 0.04504331573843956, + 0.07593579590320587, + 0.02998422645032406, + 0.021817952394485474 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.2520926594734192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521420419216156 + ], + "opposite_logprob_tokens": [ + -1.502142071723938 + ], + "logprob_reward": -0.2521420419216156, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521420419216156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23375791311264038, + 0.10661449283361435, + 0.09599598497152328, + 0.09362168610095978, + 0.08085886389017105, + 0.21008573472499847, + 0.03916081041097641, + 0.07155770808458328, + 0.03488283231854439, + 0.033463992178440094 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.2521420419216156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019394413102418184 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019394413102418184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019394413102418184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20016838610172272, + 0.06685394048690796, + 0.07325200736522675, + 0.3192777931690216, + 0.06481783837080002, + 0.10655705630779266, + 0.03765897825360298, + 0.07591233402490616, + 0.02040199376642704, + 0.03509964421391487 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0019394413102418184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled, ancient olive branch with deep fissures and gray-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the branch snap upward with force, causing clusters of deep purple olives to tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are silver-green leaves shown detaching and twisting in a slow descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden afternoon sunlight with visible rimlight on the fruit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, scorched, sun-soaked blur of an olive grove?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028140253853052855 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028140253853052855, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028140253853052855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18404126167297363, + 0.11420674622058868, + 0.0969523936510086, + 0.1433388888835907, + 0.13930323719978333, + 0.0963452085852623, + 0.045150961726903915, + 0.10829677432775497, + 0.029572775587439537, + 0.042791761457920074 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0028140253853052855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_tensor([8930, 8930])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_tensor([8930, 8930])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9c5b4665cd8f968bce47b979cadb41cf1bb4589f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_tensor([8930, 8930])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro lens performs a slow, graceful 360-degree orbital pan around a gnarled tree branch, its dark, richly textured bark contrasting with the scene's metamorphosis. Initially, the branch is completely covered in an intricate web of needle-like hoarfrost crystals, each delicate spire capturing the chilly ambient light of the predawn forest, rendered in a soft, out-of-focus bokeh with deep blues and gentle purples in the background. As the camera continues its circular path, the first warm golden rays of rising sun catch the branch, and the action begins: the sharp edges of the frost imperceptibly soften and begin to liquefy. This is no simple melt; the ice directly coalesces into distinctive, heavy droplets with high surface tension and the brilliant silvery sheen of liquid mercury. These shimmering, metallic-looking spheres tremble and expand, clinging to the crystalline structures before detaching and beginning to deliberately glide along the branch's contours, capturing and distorting the golden sunlight with their reflective surfaces, creating a surreal, magically quiet, elementally transformed atmosphere.", + "seed": 15772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_8930_seed_15772_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07501212004572153, + "vlm_logprob": -0.07501212004572153, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07501212004572153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010829132981598377 + ], + "opposite_logprob_tokens": [ + -4.635828971862793 + ], + "logprob_reward": -0.010829132981598377, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010829132981598377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04453493654727936, + 0.0722796618938446, + 0.0199483260512352, + 0.16826406121253967, + 0.11607003211975098, + 0.02363288216292858, + 0.40517550706863403, + 0.03909649699926376, + 0.05843935161828995, + 0.052558783441782 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.010829132981598377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811921924352646 + ], + "opposite_logprob_tokens": [ + -3.288119316101074 + ], + "logprob_reward": -0.03811921924352646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811921924352646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24090108275413513, + 0.101363904774189, + 0.03288443759083748, + 0.2695297598838806, + 0.1130615770816803, + 0.021206995472311974, + 0.13898682594299316, + 0.015564009547233582, + 0.05362875387072563, + 0.012872672639787197 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.03811921924352646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371100872755051 + ], + "opposite_logprob_tokens": [ + -3.4087109565734863 + ], + "logprob_reward": -0.03371100872755051, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371100872755051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07962892204523087, + 0.1294693946838379, + 0.06298115104436874, + 0.04940347373485565, + 0.0971427857875824, + 0.08137071132659912, + 0.2403375208377838, + 0.038819219917058945, + 0.14299356937408447, + 0.07785318046808243 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.03371100872755051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11214371770620346, + 0.03766288608312607, + 0.1295212358236313, + 0.15116265416145325, + 0.05853407084941864, + 0.04211442172527313, + 0.18182681500911713, + 0.03996787965297699, + 0.18856953084468842, + 0.05849677324295044 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813180088996887 + ], + "opposite_logprob_tokens": [ + -1.406317949295044 + ], + "logprob_reward": -0.2813180088996887, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813180088996887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12766504287719727, + 0.11175791174173355, + 0.039863184094429016, + 0.14169223606586456, + 0.07981418818235397, + 0.1277177780866623, + 0.034626640379428864, + 0.029963089153170586, + 0.27634045481681824, + 0.030559511855244637 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.2813180088996887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro lens performs a slow, graceful 360-degree orbital pan around a gnarled tree branch, its dark, richly textured bark contrasting with the scene's metamorphosis. Initially, the branch is completely covered in an intricate web of needle-like hoarfrost crystals, each delicate spire capturing the chilly ambient light of the predawn forest, rendered in a soft, out-of-focus bokeh with deep blues and gentle purples in the background. As the camera continues its circular path, the first warm golden rays of rising sun catch the branch, and the action begins: the sharp edges of the frost imperceptibly soften and begin to liquefy. This is no simple melt; the ice directly coalesces into distinctive, heavy droplets with high surface tension and the brilliant silvery sheen of liquid mercury. These shimmering, metallic-looking spheres tremble and expand, clinging to the crystalline structures before detaching and beginning to deliberately glide along the branch's contours, capturing and distorting the golden sunlight with their reflective surfaces, creating a surreal, magically quiet, elementally transformed atmosphere.", + "seed": 15773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_8930_seed_15773_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13170790635049343, + "vlm_logprob": -0.13170790635049343, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.13170790635049343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01357361301779747 + ], + "opposite_logprob_tokens": [ + -4.38857364654541 + ], + "logprob_reward": -0.01357361301779747, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01357361301779747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2555275857448578, + 0.07122936099767685, + 0.10031040757894516, + 0.029309554025530815, + 0.09306200593709946, + 0.04790646582841873, + 0.08249401301145554, + 0.064983069896698, + 0.17093023657798767, + 0.08424727618694305 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01357361301779747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086667776107788 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086667776107788, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086667776107788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07105027884244919, + 0.016926709562540054, + 0.09084571152925491, + 0.011209914460778236, + 0.02544892206788063, + 0.01832268387079239, + 0.062401480972766876, + 0.1083676666021347, + 0.5551173686981201, + 0.040309321135282516 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.016086667776107788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636941708624363 + ], + "opposite_logprob_tokens": [ + -3.651369333267212 + ], + "logprob_reward": -0.02636941708624363, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636941708624363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22594451904296875, + 0.04241202399134636, + 0.16904853284358978, + 0.032535191625356674, + 0.04227076843380928, + 0.05771679803729057, + 0.04610007256269455, + 0.09819221496582031, + 0.183537095785141, + 0.10224277526140213 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.02636941708624363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360012590885162 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360012590885162, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360012590885162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13321931660175323, + 0.07030559331178665, + 0.21702970564365387, + 0.03686921298503876, + 0.0965009331703186, + 0.08946336805820465, + 0.03472405672073364, + 0.0787401869893074, + 0.1618843376636505, + 0.08126327395439148 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.026360012590885162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761498212814331 + ], + "opposite_logprob_tokens": [ + -0.8261498212814331 + ], + "logprob_reward": -0.5761498212814331, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761498212814331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08695673942565918, + 0.08075495064258575, + 0.15402038395404816, + 0.033671293407678604, + 0.11439582705497742, + 0.06418579816818237, + 0.037261880934238434, + 0.06119225174188614, + 0.25849154591560364, + 0.10906936228275299 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.5761498212814331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro lens performs a slow, graceful 360-degree orbital pan around a gnarled tree branch, its dark, richly textured bark contrasting with the scene's metamorphosis. Initially, the branch is completely covered in an intricate web of needle-like hoarfrost crystals, each delicate spire capturing the chilly ambient light of the predawn forest, rendered in a soft, out-of-focus bokeh with deep blues and gentle purples in the background. As the camera continues its circular path, the first warm golden rays of rising sun catch the branch, and the action begins: the sharp edges of the frost imperceptibly soften and begin to liquefy. This is no simple melt; the ice directly coalesces into distinctive, heavy droplets with high surface tension and the brilliant silvery sheen of liquid mercury. These shimmering, metallic-looking spheres tremble and expand, clinging to the crystalline structures before detaching and beginning to deliberately glide along the branch's contours, capturing and distorting the golden sunlight with their reflective surfaces, creating a surreal, magically quiet, elementally transformed atmosphere.", + "seed": 15774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_8930_seed_15774_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26258307732641695, + "vlm_logprob": -0.26258307732641695, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.26258307732641695, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01758812554180622 + ], + "opposite_logprob_tokens": [ + -4.142588138580322 + ], + "logprob_reward": -0.01758812554180622, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01758812554180622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12021104246377945, + 0.08471626043319702, + 0.268496572971344, + 0.032455213367938995, + 0.19159434735774994, + 0.03432663530111313, + 0.03574148565530777, + 0.05323590710759163, + 0.11055116355419159, + 0.0686713233590126 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.01758812554180622 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993953824043274 + ], + "opposite_logprob_tokens": [ + -1.8049395084381104 + ], + "logprob_reward": -0.17993953824043274, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993953824043274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15433113276958466, + 0.06372437626123428, + 0.3838558793067932, + 0.041027385741472244, + 0.059002604335546494, + 0.013863621279597282, + 0.049046680331230164, + 0.06423220038414001, + 0.082255519926548, + 0.08866052329540253 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.17993953824043274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901555299758911 + ], + "opposite_logprob_tokens": [ + -2.5790154933929443 + ], + "logprob_reward": -0.07901555299758911, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901555299758911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07467832416296005, + 0.015860695391893387, + 0.21032993495464325, + 0.029582640156149864, + 0.03880000859498978, + 0.018409132957458496, + 0.11215616017580032, + 0.09844524413347244, + 0.289438396692276, + 0.11229944229125977 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.07901555299758911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062081560492515564 + ], + "opposite_logprob_tokens": [ + -2.8120815753936768 + ], + "logprob_reward": -0.062081560492515564, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062081560492515564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04713824391365051, + 0.014638509601354599, + 0.06711208075284958, + 0.026914440095424652, + 0.04048920050263405, + 0.02904956229031086, + 0.16302190721035004, + 0.09040623158216476, + 0.43202826380729675, + 0.08920152485370636 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.062081560492515564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742906093597412 + ], + "opposite_logprob_tokens": [ + -0.4742906093597412 + ], + "logprob_reward": -0.9742906093597412, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742906093597412, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1175517588853836, + 0.03538462519645691, + 0.1645689755678177, + 0.07395884394645691, + 0.053895942866802216, + 0.02969430945813656, + 0.1141820102930069, + 0.07046052813529968, + 0.23504287004470825, + 0.10526009649038315 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.9742906093597412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme macro lens performs a slow, graceful 360-degree orbital pan around a gnarled tree branch, its dark, richly textured bark contrasting with the scene's metamorphosis. Initially, the branch is completely covered in an intricate web of needle-like hoarfrost crystals, each delicate spire capturing the chilly ambient light of the predawn forest, rendered in a soft, out-of-focus bokeh with deep blues and gentle purples in the background. As the camera continues its circular path, the first warm golden rays of rising sun catch the branch, and the action begins: the sharp edges of the frost imperceptibly soften and begin to liquefy. This is no simple melt; the ice directly coalesces into distinctive, heavy droplets with high surface tension and the brilliant silvery sheen of liquid mercury. These shimmering, metallic-looking spheres tremble and expand, clinging to the crystalline structures before detaching and beginning to deliberately glide along the branch's contours, capturing and distorting the golden sunlight with their reflective surfaces, creating a surreal, magically quiet, elementally transformed atmosphere.", + "seed": 15775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000031/group_9/index_8930_seed_15775_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13262289743870498, + "vlm_logprob": -0.13262289743870498, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.13262289743870498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01536684762686491 + ], + "opposite_logprob_tokens": [ + -4.265367031097412 + ], + "logprob_reward": -0.01536684762686491, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01536684762686491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17824821174144745, + 0.022014765068888664, + 0.0760432630777359, + 0.2526565194129944, + 0.09938614815473557, + 0.08952151238918304, + 0.06898421049118042, + 0.03073383867740631, + 0.05642480403184891, + 0.12598678469657898 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.01536684762686491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263676755130291 + ], + "opposite_logprob_tokens": [ + -3.651367664337158 + ], + "logprob_reward": -0.0263676755130291, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263676755130291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0974530577659607, + 0.23005959391593933, + 0.056483689695596695, + 0.20532110333442688, + 0.039793044328689575, + 0.03489936515688896, + 0.07548771798610687, + 0.044159308075904846, + 0.027517594397068024, + 0.18882550299167633 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.0263676755130291 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497697740793228 + ], + "opposite_logprob_tokens": [ + -2.9299769401550293 + ], + "logprob_reward": -0.05497697740793228, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497697740793228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07450506836175919, + 0.07916385680437088, + 0.083936408162117, + 0.07927422970533371, + 0.035825278609991074, + 0.14467348158359528, + 0.10458140075206757, + 0.0695958212018013, + 0.09883540123701096, + 0.22960907220840454 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.05497697740793228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043077901005744934 + ], + "opposite_logprob_tokens": [ + -3.1680779457092285 + ], + "logprob_reward": -0.043077901005744934, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043077901005744934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05071894824504852, + 0.13682088255882263, + 0.028484033420681953, + 0.19476154446601868, + 0.039623863995075226, + 0.13648244738578796, + 0.12202918529510498, + 0.022519899532198906, + 0.018069464713335037, + 0.2504897713661194 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.043077901005744934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gnarled tree branch with dark, richly textured bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial state of the branch covered in an intricate web of needle-like hoarfrost crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the frost transform into heavy, silvery droplets with the appearance of liquid mercury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mercury droplets detach and glide along the branch's contours while reflecting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, graceful 360-degree orbital pan around the branch?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233250856399536 + ], + "opposite_logprob_tokens": [ + -0.8983250856399536 + ], + "logprob_reward": -0.5233250856399536, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233250856399536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06171630322933197, + 0.30358657240867615, + 0.08492127805948257, + 0.2368578165769577, + 0.05278404429554939, + 0.08324389159679413, + 0.062174368649721146, + 0.014564579352736473, + 0.049221135675907135, + 0.05093003064393997 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.5233250856399536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_tensor([5724, 5724])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_tensor([5724, 5724])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f3778ce757252ccd7f25c87a9fa0c179b327c3b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_tensor([5724, 5724])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera slowly and gracefully advances, capturing a tranquil courtyard steeped in the elegance of traditional Chinese architecture. Ornate crimson lacquer columns, intricately carved with coiling dragons, support the expansive gray-tiled roof with gracefully curved eaves. In the center of the gray slate court, a lone figure performs a classical dance. She is a woman with long, dark hair arranged in an intricate bun, secured with a delicate jade hairpin, her face a serene, focused expression. She wears a flowing, layered silk Hanfu (Chinese Hanfu) in flowing white, its wide sleeves capturing a gentle air in her movements. With poetic precision, she turns slowly and deliberately, one arm gracefully extended, the translucent silk sleeves unfurling like morning mist. Her movements are a study in controlled fluidity, each step and gesture seamlessly blending into the next, embodying a deep sense of inner peace and discipline. The entire scene is bathed in the soft, diffuse light of a tranquil morning, filtering through a thin mist, casting gentle shadows and highlighting the delicate texture of the silk, creating an atmosphere of profound tranquility and contemplation.", + "seed": 12245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_5724_seed_12245_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01654968985822052, + "vlm_logprob": -0.01654968985822052, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.01654968985822052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020532971248030663 + ], + "opposite_logprob_tokens": [ + -6.377053260803223 + ], + "logprob_reward": -0.0020532971248030663, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0020532971248030663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15572407841682434, + 0.073622927069664, + 0.08562129735946655, + 0.38845083117485046, + 0.08208826184272766, + 0.024300122633576393, + 0.01904021017253399, + 0.04671211168169975, + 0.07135938107967377, + 0.05308084189891815 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0020532971248030663 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083112098276615 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083112098276615, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083112098276615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15222303569316864, + 0.10062883794307709, + 0.03986554592847824, + 0.560235857963562, + 0.04663878679275513, + 0.011188110336661339, + 0.008384830318391323, + 0.03439442813396454, + 0.016547147184610367, + 0.029893387109041214 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.011083112098276615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017124050064012408 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017124050064012408, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017124050064012408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17070724070072174, + 0.049484338611364365, + 0.023634975776076317, + 0.43399569392204285, + 0.14641286432743073, + 0.013208825141191483, + 0.0305317435413599, + 0.024489518254995346, + 0.041993074119091034, + 0.06554173678159714 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0017124050064012408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811543062329292 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.03811543062329292, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811543062329292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5538694858551025, + 0.06740137189626694, + 0.0670386552810669, + 0.04661780223250389, + 0.08265598118305206, + 0.01912812888622284, + 0.02410079911351204, + 0.026818547397851944, + 0.027215998619794846, + 0.08515322953462601 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.03811543062329292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029784204438328743 + ], + "opposite_logprob_tokens": [ + -3.5297842025756836 + ], + "logprob_reward": -0.029784204438328743, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029784204438328743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3986406624317169, + 0.07130918651819229, + 0.024217383936047554, + 0.2226564586162567, + 0.042138807475566864, + 0.023923493921756744, + 0.03536170348525047, + 0.07431799173355103, + 0.0710228830575943, + 0.03641142323613167 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.029784204438328743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and gracefully advances, capturing a tranquil courtyard steeped in the elegance of traditional Chinese architecture. Ornate crimson lacquer columns, intricately carved with coiling dragons, support the expansive gray-tiled roof with gracefully curved eaves. In the center of the gray slate court, a lone figure performs a classical dance. She is a woman with long, dark hair arranged in an intricate bun, secured with a delicate jade hairpin, her face a serene, focused expression. She wears a flowing, layered silk Hanfu (Chinese Hanfu) in flowing white, its wide sleeves capturing a gentle air in her movements. With poetic precision, she turns slowly and deliberately, one arm gracefully extended, the translucent silk sleeves unfurling like morning mist. Her movements are a study in controlled fluidity, each step and gesture seamlessly blending into the next, embodying a deep sense of inner peace and discipline. The entire scene is bathed in the soft, diffuse light of a tranquil morning, filtering through a thin mist, casting gentle shadows and highlighting the delicate texture of the silk, creating an atmosphere of profound tranquility and contemplation.", + "seed": 12246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_5724_seed_12246_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030362280551344156, + "vlm_logprob": -0.030362280551344156, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.030362280551344156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004002655856311321 + ], + "opposite_logprob_tokens": [ + -5.629002571105957 + ], + "logprob_reward": -0.004002655856311321, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004002655856311321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27762171626091003, + 0.06229617819190025, + 0.06529264897108078, + 0.043504856526851654, + 0.028202924877405167, + 0.06598088890314102, + 0.044009625911712646, + 0.15383757650852203, + 0.11269057542085648, + 0.14656296372413635 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.004002655856311321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108712051063776 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.01108712051063776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108712051063776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3552488088607788, + 0.035908959805965424, + 0.03115067258477211, + 0.02071712724864483, + 0.032872237265110016, + 0.04923115670681, + 0.09279437363147736, + 0.09118001908063889, + 0.21670207381248474, + 0.07419464737176895 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01108712051063776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22064851224422455, + 0.0858696773648262, + 0.11156037449836731, + 0.04649793729186058, + 0.04195345565676689, + 0.052607595920562744, + 0.17302373051643372, + 0.07280462980270386, + 0.1280357986688614, + 0.06699828058481216 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062086936086416245 + ], + "opposite_logprob_tokens": [ + -2.812086820602417 + ], + "logprob_reward": -0.062086936086416245, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062086936086416245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1482592672109604, + 0.08052459359169006, + 0.09499866515398026, + 0.06349492818117142, + 0.07028171420097351, + 0.1264163702726364, + 0.16153499484062195, + 0.10752169787883759, + 0.1004195511341095, + 0.04654823616147041 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.062086936086416245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999725103378296 + ], + "opposite_logprob_tokens": [ + -2.6949973106384277 + ], + "logprob_reward": -0.06999725103378296, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999725103378296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18607960641384125, + 0.12314613908529282, + 0.05430140718817711, + 0.042819492518901825, + 0.037116631865501404, + 0.16895002126693726, + 0.08816736191511154, + 0.11706233024597168, + 0.11688611656427383, + 0.06547090411186218 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06999725103378296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and gracefully advances, capturing a tranquil courtyard steeped in the elegance of traditional Chinese architecture. Ornate crimson lacquer columns, intricately carved with coiling dragons, support the expansive gray-tiled roof with gracefully curved eaves. In the center of the gray slate court, a lone figure performs a classical dance. She is a woman with long, dark hair arranged in an intricate bun, secured with a delicate jade hairpin, her face a serene, focused expression. She wears a flowing, layered silk Hanfu (Chinese Hanfu) in flowing white, its wide sleeves capturing a gentle air in her movements. With poetic precision, she turns slowly and deliberately, one arm gracefully extended, the translucent silk sleeves unfurling like morning mist. Her movements are a study in controlled fluidity, each step and gesture seamlessly blending into the next, embodying a deep sense of inner peace and discipline. The entire scene is bathed in the soft, diffuse light of a tranquil morning, filtering through a thin mist, casting gentle shadows and highlighting the delicate texture of the silk, creating an atmosphere of profound tranquility and contemplation.", + "seed": 12247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_5724_seed_12247_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016221431433223188, + "vlm_logprob": -0.016221431433223188, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.016221431433223188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006443676073104143 + ], + "opposite_logprob_tokens": [ + -5.131443500518799 + ], + "logprob_reward": -0.006443676073104143, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006443676073104143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14836055040359497, + 0.05129056051373482, + 0.21282747387886047, + 0.16991129517555237, + 0.20118457078933716, + 0.026274533942341805, + 0.024121781811118126, + 0.03541267290711403, + 0.0636255294084549, + 0.06699097901582718 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.006443676073104143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052629257552325726 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.0052629257552325726, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052629257552325726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1984020173549652, + 0.06367897242307663, + 0.14805112779140472, + 0.1737699806690216, + 0.12460003793239594, + 0.08116015791893005, + 0.0551595501601696, + 0.04643607512116432, + 0.058702949434518814, + 0.05003908649086952 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0052629257552325726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015115038258954883 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015115038258954883, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015115038258954883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14911997318267822, + 0.020830253139138222, + 0.09178169816732407, + 0.26226773858070374, + 0.018039483577013016, + 0.041752688586711884, + 0.12548042833805084, + 0.18114541471004486, + 0.07152831554412842, + 0.038053959608078 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0015115038258954883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808850958943367 + ], + "opposite_logprob_tokens": [ + -3.529808759689331 + ], + "logprob_reward": -0.029808850958943367, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808850958943367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11930906027555466, + 0.017533741891384125, + 0.053729914128780365, + 0.38426515460014343, + 0.032573968172073364, + 0.017251847311854362, + 0.07920653373003006, + 0.1350834220647812, + 0.12388046085834503, + 0.0371658131480217 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.029808850958943367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808020055294037 + ], + "opposite_logprob_tokens": [ + -3.2880802154541016 + ], + "logprob_reward": -0.03808020055294037, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808020055294037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38351505994796753, + 0.024307047948241234, + 0.22408699989318848, + 0.12742209434509277, + 0.10650819540023804, + 0.025115355849266052, + 0.029430711641907692, + 0.039431072771549225, + 0.023366523906588554, + 0.01681697554886341 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03808020055294037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and gracefully advances, capturing a tranquil courtyard steeped in the elegance of traditional Chinese architecture. Ornate crimson lacquer columns, intricately carved with coiling dragons, support the expansive gray-tiled roof with gracefully curved eaves. In the center of the gray slate court, a lone figure performs a classical dance. She is a woman with long, dark hair arranged in an intricate bun, secured with a delicate jade hairpin, her face a serene, focused expression. She wears a flowing, layered silk Hanfu (Chinese Hanfu) in flowing white, its wide sleeves capturing a gentle air in her movements. With poetic precision, she turns slowly and deliberately, one arm gracefully extended, the translucent silk sleeves unfurling like morning mist. Her movements are a study in controlled fluidity, each step and gesture seamlessly blending into the next, embodying a deep sense of inner peace and discipline. The entire scene is bathed in the soft, diffuse light of a tranquil morning, filtering through a thin mist, casting gentle shadows and highlighting the delicate texture of the silk, creating an atmosphere of profound tranquility and contemplation.", + "seed": 12248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_0/index_5724_seed_12248_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019676322769373655, + "vlm_logprob": -0.019676322769373655, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.019676322769373655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033137667924165726 + ], + "opposite_logprob_tokens": [ + -5.8783135414123535 + ], + "logprob_reward": -0.0033137667924165726, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0033137667924165726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14280134439468384, + 0.08468054234981537, + 0.10533042997121811, + 0.1665898710489273, + 0.07569775730371475, + 0.1842452734708786, + 0.04164128005504608, + 0.08906920999288559, + 0.03564762696623802, + 0.07429670542478561 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0033137667924165726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211518689990044 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211518689990044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211518689990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1600475013256073, + 0.15290415287017822, + 0.11919622868299484, + 0.04038841277360916, + 0.03587669879198074, + 0.19462209939956665, + 0.1143874078989029, + 0.07301244139671326, + 0.05706480145454407, + 0.052500177174806595 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.014211518689990044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06939409673213959, + 0.08921655267477036, + 0.05443244054913521, + 0.14946314692497253, + 0.06660763919353485, + 0.20881427824497223, + 0.14889651536941528, + 0.11279875785112381, + 0.05932815745472908, + 0.04104838892817497 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.004093957599252462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337178111076355 + ], + "opposite_logprob_tokens": [ + -3.4087178707122803 + ], + "logprob_reward": -0.0337178111076355, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337178111076355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1173211857676506, + 0.0565621517598629, + 0.052336789667606354, + 0.06300635635852814, + 0.04166483134031296, + 0.22972768545150757, + 0.07790073752403259, + 0.23457494378089905, + 0.09547748416662216, + 0.03142785280942917 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.0337178111076355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a courtyard featuring traditional Chinese architecture with gray-tiled roofs and curved eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there ornate crimson lacquer columns with coiling dragon carvings visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white layered silk Hanfu performing a classical dance in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long dark hair styled in an intricate bun secured with a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and gracefully advance through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430445596575737 + ], + "opposite_logprob_tokens": [ + -3.1680445671081543 + ], + "logprob_reward": -0.0430445596575737, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430445596575737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23002998530864716, + 0.03466389328241348, + 0.07947118580341339, + 0.06263526529073715, + 0.051206737756729126, + 0.16808387637138367, + 0.1819392740726471, + 0.09431447833776474, + 0.06053445488214493, + 0.03712089732289314 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0430445596575737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_tensor([6948, 6948])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_tensor([6948, 6948])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33d51747f6097f18adb5e375f05a9b48628e281d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_tensor([6948, 6948])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful, sports-inspired shot, the camera begins at a low, dynamic tracking angle and then slowly ascends to capture an epic clash amidst a turbulent sky. At the center of the frame is a majestic cyan Pegasus, a metallic blue hue. Its feathers, tightly packed like scales forged in steel, gleam with a cool brilliance beneath the dramatic beams of light piercing the clouds. Its most striking features are its mane and tail feathers, not a single color, but a vibrant rainbow spectrum that shimmers with each tumble, gradating from fiery red to deep indigo, radiating a neon inner glow. Engaged in a fierce aerial dogfight, the Pegasus suddenly folds its wings, transforming into a flash of cyan lightning as it dives diagonally downward. Nearing a sea of clouds, it suddenly unfurls its massive wings, harnessing the powerful air currents to launch a near-vertical, gravity-defying ascent. Behind it, its rainbow-colored mane draws long, brilliant trails composed of luminous particles. These trails pause briefly among the thick cumulonimbus clouds, like colorful scars in the sky. As the camera steadily and calmly rises, our field of vision becomes increasingly wider, perfectly capturing every powerful and swift movement of this mythical beast and the grand scale of this tense confrontation, creating a breathtaking, mythical atmosphere of grandeur.", + "seed": 28195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_6948_seed_28195_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03204924552701414, + "vlm_logprob": -0.03204924552701414, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03204924552701414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012878460809588432 + ], + "opposite_logprob_tokens": [ + -4.38787841796875 + ], + "logprob_reward": -0.012878460809588432, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012878460809588432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061290327459573746, + 0.03992559388279915, + 0.4043898582458496, + 0.07792233675718307, + 0.02720033936202526, + 0.040938228368759155, + 0.03456955403089523, + 0.11060268431901932, + 0.11713062226772308, + 0.08603044599294662 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.012878460809588432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200802555307746 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.002200802555307746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200802555307746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09733402729034424, + 0.034865494817495346, + 0.1791929006576538, + 0.16467426717281342, + 0.12455986440181732, + 0.07634618878364563, + 0.09943585097789764, + 0.0626460537314415, + 0.07776452600955963, + 0.08318083733320236 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.002200802555307746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633400447666645 + ], + "opposite_logprob_tokens": [ + -3.651334047317505 + ], + "logprob_reward": -0.02633400447666645, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633400447666645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277395337820053, + 0.04184093698859215, + 0.10717711597681046, + 0.06704171746969223, + 0.05898667871952057, + 0.11402691900730133, + 0.023649942129850388, + 0.10827281326055527, + 0.18180055916309357, + 0.16946378350257874 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02633400447666645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005940756760537624 + ], + "opposite_logprob_tokens": [ + -5.130940914154053 + ], + "logprob_reward": -0.005940756760537624, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005940756760537624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09503250569105148, + 0.042113322764635086, + 0.05364799126982689, + 0.06932001560926437, + 0.06194717064499855, + 0.16090714931488037, + 0.12835948169231415, + 0.12644235789775848, + 0.14448115229606628, + 0.1177489161491394 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.005940756760537624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289220303297043 + ], + "opposite_logprob_tokens": [ + -2.2378921508789062 + ], + "logprob_reward": -0.11289220303297043, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289220303297043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15388594567775726, + 0.026396367698907852, + 0.028879569843411446, + 0.08964857459068298, + 0.07215512543916702, + 0.049606796354055405, + 0.05431637912988663, + 0.24541039764881134, + 0.2091638445854187, + 0.07053699344396591 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.11289220303297043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, sports-inspired shot, the camera begins at a low, dynamic tracking angle and then slowly ascends to capture an epic clash amidst a turbulent sky. At the center of the frame is a majestic cyan Pegasus, a metallic blue hue. Its feathers, tightly packed like scales forged in steel, gleam with a cool brilliance beneath the dramatic beams of light piercing the clouds. Its most striking features are its mane and tail feathers, not a single color, but a vibrant rainbow spectrum that shimmers with each tumble, gradating from fiery red to deep indigo, radiating a neon inner glow. Engaged in a fierce aerial dogfight, the Pegasus suddenly folds its wings, transforming into a flash of cyan lightning as it dives diagonally downward. Nearing a sea of clouds, it suddenly unfurls its massive wings, harnessing the powerful air currents to launch a near-vertical, gravity-defying ascent. Behind it, its rainbow-colored mane draws long, brilliant trails composed of luminous particles. These trails pause briefly among the thick cumulonimbus clouds, like colorful scars in the sky. As the camera steadily and calmly rises, our field of vision becomes increasingly wider, perfectly capturing every powerful and swift movement of this mythical beast and the grand scale of this tense confrontation, creating a breathtaking, mythical atmosphere of grandeur.", + "seed": 28196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_6948_seed_28196_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020986608415842056, + "vlm_logprob": -0.020986608415842056, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.020986608415842056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01662566512823105 + ], + "opposite_logprob_tokens": [ + -4.141625881195068 + ], + "logprob_reward": -0.01662566512823105, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01662566512823105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15588635206222534, + 0.36649468541145325, + 0.01568320021033287, + 0.028627127408981323, + 0.07920410484075546, + 0.0597926527261734, + 0.04835920035839081, + 0.08477933704853058, + 0.05067286640405655, + 0.11050045490264893 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.01662566512823105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542770244181156 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542770244181156, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542770244181156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09398777782917023, + 0.035856943577528, + 0.03281674161553383, + 0.047736700624227524, + 0.2682563364505768, + 0.07386293262243271, + 0.028145715594291687, + 0.21170049905776978, + 0.05233309417963028, + 0.1553032100200653 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.012542770244181156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1562443971633911, + 0.09954719245433807, + 0.030491312965750694, + 0.023138124495744705, + 0.12132653594017029, + 0.11415065079927444, + 0.06234656646847725, + 0.0956927165389061, + 0.09938844293355942, + 0.19767402112483978 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.009775977581739426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011063895188272 + ], + "opposite_logprob_tokens": [ + -4.511064052581787 + ], + "logprob_reward": -0.011063895188272, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011063895188272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07711027562618256, + 0.11771972477436066, + 0.036719709634780884, + 0.045239049941301346, + 0.11638601869344711, + 0.17522889375686646, + 0.04331785812973976, + 0.07577601820230484, + 0.0891202986240387, + 0.2233821004629135 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.011063895188272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492473393678665 + ], + "opposite_logprob_tokens": [ + -2.929924726486206 + ], + "logprob_reward": -0.05492473393678665, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492473393678665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27511823177337646, + 0.05022459104657173, + 0.025026271119713783, + 0.03512187302112579, + 0.09078086912631989, + 0.08092490583658218, + 0.03476271405816078, + 0.051480188965797424, + 0.07553350180387497, + 0.2810268700122833 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.05492473393678665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, sports-inspired shot, the camera begins at a low, dynamic tracking angle and then slowly ascends to capture an epic clash amidst a turbulent sky. At the center of the frame is a majestic cyan Pegasus, a metallic blue hue. Its feathers, tightly packed like scales forged in steel, gleam with a cool brilliance beneath the dramatic beams of light piercing the clouds. Its most striking features are its mane and tail feathers, not a single color, but a vibrant rainbow spectrum that shimmers with each tumble, gradating from fiery red to deep indigo, radiating a neon inner glow. Engaged in a fierce aerial dogfight, the Pegasus suddenly folds its wings, transforming into a flash of cyan lightning as it dives diagonally downward. Nearing a sea of clouds, it suddenly unfurls its massive wings, harnessing the powerful air currents to launch a near-vertical, gravity-defying ascent. Behind it, its rainbow-colored mane draws long, brilliant trails composed of luminous particles. These trails pause briefly among the thick cumulonimbus clouds, like colorful scars in the sky. As the camera steadily and calmly rises, our field of vision becomes increasingly wider, perfectly capturing every powerful and swift movement of this mythical beast and the grand scale of this tense confrontation, creating a breathtaking, mythical atmosphere of grandeur.", + "seed": 28197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_6948_seed_28197_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030775374779477716, + "vlm_logprob": -0.030775374779477716, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.030775374779477716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018678488209843636 + ], + "opposite_logprob_tokens": [ + -4.018678665161133 + ], + "logprob_reward": -0.018678488209843636, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018678488209843636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20371295511722565, + 0.11103899031877518, + 0.055288802832365036, + 0.13434290885925293, + 0.038340240716934204, + 0.14707514643669128, + 0.03154819458723068, + 0.05342162400484085, + 0.10353410243988037, + 0.12169704586267471 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.018678488209843636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002824367256835103 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.002824367256835103, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002824367256835103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09476566314697266, + 0.037002116441726685, + 0.05412392318248749, + 0.192668616771698, + 0.07696719467639923, + 0.13400521874427795, + 0.034940723329782486, + 0.11044752597808838, + 0.15170057117938995, + 0.11337849497795105 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.002824367256835103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058631241321564 + ], + "opposite_logprob_tokens": [ + -4.141058444976807 + ], + "logprob_reward": -0.016058631241321564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058631241321564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0526309460401535, + 0.07141739130020142, + 0.04701007902622223, + 0.16517528891563416, + 0.05285385251045227, + 0.08200430124998093, + 0.09515470266342163, + 0.050354667007923126, + 0.157640278339386, + 0.22575846314430237 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.016058631241321564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016053587198257446 + ], + "opposite_logprob_tokens": [ + -4.141053676605225 + ], + "logprob_reward": -0.016053587198257446, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016053587198257446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07874175161123276, + 0.03658760339021683, + 0.041463643312454224, + 0.18550489842891693, + 0.10722215473651886, + 0.06656837463378906, + 0.04394752159714699, + 0.1814875453710556, + 0.13041450083255768, + 0.12806200981140137 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.016053587198257446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026179999113083 + ], + "opposite_logprob_tokens": [ + -2.350261688232422 + ], + "logprob_reward": -0.10026179999113083, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026179999113083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07833463698625565, + 0.04305793717503548, + 0.030524205416440964, + 0.14654600620269775, + 0.0331624373793602, + 0.020105233415961266, + 0.037889618426561356, + 0.02805473282933235, + 0.22943848371505737, + 0.35288673639297485 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.10026179999113083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, sports-inspired shot, the camera begins at a low, dynamic tracking angle and then slowly ascends to capture an epic clash amidst a turbulent sky. At the center of the frame is a majestic cyan Pegasus, a metallic blue hue. Its feathers, tightly packed like scales forged in steel, gleam with a cool brilliance beneath the dramatic beams of light piercing the clouds. Its most striking features are its mane and tail feathers, not a single color, but a vibrant rainbow spectrum that shimmers with each tumble, gradating from fiery red to deep indigo, radiating a neon inner glow. Engaged in a fierce aerial dogfight, the Pegasus suddenly folds its wings, transforming into a flash of cyan lightning as it dives diagonally downward. Nearing a sea of clouds, it suddenly unfurls its massive wings, harnessing the powerful air currents to launch a near-vertical, gravity-defying ascent. Behind it, its rainbow-colored mane draws long, brilliant trails composed of luminous particles. These trails pause briefly among the thick cumulonimbus clouds, like colorful scars in the sky. As the camera steadily and calmly rises, our field of vision becomes increasingly wider, perfectly capturing every powerful and swift movement of this mythical beast and the grand scale of this tense confrontation, creating a breathtaking, mythical atmosphere of grandeur.", + "seed": 28198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_1/index_6948_seed_28198_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03981125168502331, + "vlm_logprob": -0.03981125168502331, + "vlm_yes_no_margin": 3.424999952316284, + "vlm_token_credit": -0.03981125168502331, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02715631201863289 + ], + "opposite_logprob_tokens": [ + -3.652156352996826 + ], + "logprob_reward": -0.02715631201863289, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02715631201863289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17176584899425507, + 0.07641161233186722, + 0.07253339886665344, + 0.058494679629802704, + 0.18822862207889557, + 0.1455180048942566, + 0.06474509835243225, + 0.08011592924594879, + 0.1170794814825058, + 0.025107366964221 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02715631201863289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660457134246826 + ], + "opposite_logprob_tokens": [ + -3.0486605167388916 + ], + "logprob_reward": -0.048660457134246826, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660457134246826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07191772758960724, + 0.0742531344294548, + 0.11297189444303513, + 0.03787413612008095, + 0.09103550016880035, + 0.09743869304656982, + 0.039452675729990005, + 0.17952974140644073, + 0.2549080550670624, + 0.04061846807599068 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.048660457134246826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07727956771850586, + 0.12022291123867035, + 0.06685435026884079, + 0.17848540842533112, + 0.08183098584413528, + 0.058662526309490204, + 0.0670444443821907, + 0.09356190264225006, + 0.22299467027187347, + 0.033063214272260666 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.018180983141064644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058631241321564 + ], + "opposite_logprob_tokens": [ + -4.141058444976807 + ], + "logprob_reward": -0.016058631241321564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058631241321564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061658550053834915, + 0.08325812965631485, + 0.09987365454435349, + 0.05682335048913956, + 0.06998935341835022, + 0.06913527101278305, + 0.09063366055488586, + 0.028884489089250565, + 0.39773792028427124, + 0.04200557991862297 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.016058631241321564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Pegasus with a metallic blue body and cyan hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the Pegasus's mane and tail feathers display a vibrant rainbow spectrum with a neon inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Pegasus perform a sequence of folding wings to dive diagonally downward and then unfurling them to ascend vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long, brilliant trails composed of luminous particles emanate from the Pegasus's rainbow mane during its movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low dynamic tracking angle and steadily rise to widen the field of vision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899987488985062 + ], + "opposite_logprob_tokens": [ + -2.4639999866485596 + ], + "logprob_reward": -0.08899987488985062, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899987488985062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03147878125309944, + 0.0457075834274292, + 0.027249839156866074, + 0.037455327808856964, + 0.04564836248755455, + 0.06341435015201569, + 0.08639954775571823, + 0.29257917404174805, + 0.3439520597457886, + 0.026115017011761665 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.08899987488985062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_tensor([4995, 4995])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_tensor([4995, 4995])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..367732bb8be04691de0c5d1f0c8a46ceaa87bc3a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_tensor([4995, 4995])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, high-angle, wide shot captures a sleek, long-range glider navigating a sky that appears not as a natural expanse but as a pure Abstract Expressionist canvas. The backdrop is a violent, emotional maelstrom of brushstrokes, where thick, cold cadmium red, deep cobalt blue, and acid yellow clash against a chaotic field of stark black and white. The glider, with its polished, pearlescent white fuselage and incredibly slender wings, traverses this turbulent, painted space in a slow, deliberate roll. The camera tracks steadily along the aircraft as it rotates around its central axis with calm, almost balletic precision. As the glider flips, its glossy surface captures and reflects chaotic streaks of pure color, its wings temporarily painting the sky with ever-shifting, aggressive patterns. Just as the roll reaches its peak, the entire perspective is shattered by a sudden, violent jolt; the camera strikes with a raw, physical force that momentarily blurs the frame, disrupts the fluid movement, introduces a visceral shock, and tears through the scene's fragile aerial tranquility.", + "seed": 11677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_4995_seed_11677_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03239497076719999, + "vlm_logprob": -0.03239497076719999, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03239497076719999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06235409900546074 + ], + "opposite_logprob_tokens": [ + -2.81235408782959 + ], + "logprob_reward": -0.06235409900546074, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06235409900546074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1195816919207573, + 0.4374762177467346, + 0.03373610973358154, + 0.031414005905389786, + 0.012130542658269405, + 0.02442726120352745, + 0.08038710057735443, + 0.21354807913303375, + 0.018346132710576057, + 0.028952758759260178 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.06235409900546074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098587669432163 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098587669432163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098587669432163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13091208040714264, + 0.17304006218910217, + 0.10966134071350098, + 0.07835716009140015, + 0.035862866789102554, + 0.13268083333969116, + 0.0719638243317604, + 0.19672319293022156, + 0.018869973719120026, + 0.05192862078547478 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.004098587669432163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549478642642498 + ], + "opposite_logprob_tokens": [ + -2.929947853088379 + ], + "logprob_reward": -0.0549478642642498, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549478642642498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2260681390762329, + 0.09886624664068222, + 0.053837358951568604, + 0.051168277859687805, + 0.06519022583961487, + 0.05174427479505539, + 0.1646876037120819, + 0.19929558038711548, + 0.03602815046906471, + 0.05311412736773491 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0549478642642498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024880189448595047 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024880189448595047, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024880189448595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012145698070526, + 0.25074321031570435, + 0.08373810350894928, + 0.054754797369241714, + 0.039778560400009155, + 0.04490578919649124, + 0.1330336630344391, + 0.08947446942329407, + 0.03960805758833885, + 0.0738418698310852 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0024880189448595047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808628395199776 + ], + "opposite_logprob_tokens": [ + -3.288086175918579 + ], + "logprob_reward": -0.03808628395199776, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808628395199776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07652956247329712, + 0.1439601182937622, + 0.06827164441347122, + 0.16452990472316742, + 0.034671686589717865, + 0.027431545779109, + 0.09807902574539185, + 0.09415502846240997, + 0.06337057054042816, + 0.22900089621543884 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.03808628395199776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, wide shot captures a sleek, long-range glider navigating a sky that appears not as a natural expanse but as a pure Abstract Expressionist canvas. The backdrop is a violent, emotional maelstrom of brushstrokes, where thick, cold cadmium red, deep cobalt blue, and acid yellow clash against a chaotic field of stark black and white. The glider, with its polished, pearlescent white fuselage and incredibly slender wings, traverses this turbulent, painted space in a slow, deliberate roll. The camera tracks steadily along the aircraft as it rotates around its central axis with calm, almost balletic precision. As the glider flips, its glossy surface captures and reflects chaotic streaks of pure color, its wings temporarily painting the sky with ever-shifting, aggressive patterns. Just as the roll reaches its peak, the entire perspective is shattered by a sudden, violent jolt; the camera strikes with a raw, physical force that momentarily blurs the frame, disrupts the fluid movement, introduces a visceral shock, and tears through the scene's fragile aerial tranquility.", + "seed": 11678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_4995_seed_11678_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19346765987575054, + "vlm_logprob": -0.19346765987575054, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.19346765987575054, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7582395672798157 + ], + "opposite_logprob_tokens": [ + -0.6332395672798157 + ], + "logprob_reward": -0.7582395672798157, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7582395672798157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07120325416326523, + 0.043332625180482864, + 0.04532325640320778, + 0.10630568116903305, + 0.13431279361248016, + 0.2006516307592392, + 0.15696580708026886, + 0.08349839597940445, + 0.09746508300304413, + 0.06094145029783249 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.7582395672798157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753950379788876 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006753950379788876, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753950379788876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15491905808448792, + 0.056000903248786926, + 0.05929737165570259, + 0.06283598393201828, + 0.06825144588947296, + 0.1875184178352356, + 0.2247886061668396, + 0.03559558466076851, + 0.07709286361932755, + 0.07369975000619888 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.006753950379788876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706905603408813 + ], + "opposite_logprob_tokens": [ + -2.1270689964294434 + ], + "logprob_reward": -0.12706905603408813, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706905603408813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06752824038267136, + 0.05177611857652664, + 0.06658712774515152, + 0.2658332884311676, + 0.127724289894104, + 0.04090496897697449, + 0.1479201763868332, + 0.06868408620357513, + 0.10741400718688965, + 0.05562775209546089 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.12706905603408813 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257352255284786 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257352255284786, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257352255284786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10413651168346405, + 0.05712016299366951, + 0.08549760282039642, + 0.0582219623029232, + 0.06072168052196503, + 0.08111056685447693, + 0.2790749967098236, + 0.05878430977463722, + 0.10366915911436081, + 0.11166311800479889 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.005257352255284786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001837342977524 + ], + "opposite_logprob_tokens": [ + -2.6950182914733887 + ], + "logprob_reward": -0.07001837342977524, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001837342977524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06024359539151192, + 0.03786647692322731, + 0.04711693525314331, + 0.11324604600667953, + 0.07217651605606079, + 0.21512697637081146, + 0.050638142973184586, + 0.049191463738679886, + 0.11386749148368835, + 0.24052630364894867 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.07001837342977524 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, wide shot captures a sleek, long-range glider navigating a sky that appears not as a natural expanse but as a pure Abstract Expressionist canvas. The backdrop is a violent, emotional maelstrom of brushstrokes, where thick, cold cadmium red, deep cobalt blue, and acid yellow clash against a chaotic field of stark black and white. The glider, with its polished, pearlescent white fuselage and incredibly slender wings, traverses this turbulent, painted space in a slow, deliberate roll. The camera tracks steadily along the aircraft as it rotates around its central axis with calm, almost balletic precision. As the glider flips, its glossy surface captures and reflects chaotic streaks of pure color, its wings temporarily painting the sky with ever-shifting, aggressive patterns. Just as the roll reaches its peak, the entire perspective is shattered by a sudden, violent jolt; the camera strikes with a raw, physical force that momentarily blurs the frame, disrupts the fluid movement, introduces a visceral shock, and tears through the scene's fragile aerial tranquility.", + "seed": 11679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_4995_seed_11679_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03794231154024601, + "vlm_logprob": -0.03794231154024601, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03794231154024601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07999828457832336 + ], + "opposite_logprob_tokens": [ + -2.579998254776001 + ], + "logprob_reward": -0.07999828457832336, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07999828457832336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06369365006685257, + 0.03926851227879524, + 0.023603146895766258, + 0.03861217945814133, + 0.04442717134952545, + 0.07243214547634125, + 0.04806167259812355, + 0.3008303642272949, + 0.2209586203098297, + 0.14811258018016815 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.07999828457832336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028266259469091892 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.0028266259469091892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028266259469091892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07091537117958069, + 0.055112939327955246, + 0.08049279451370239, + 0.06720346957445145, + 0.050352685153484344, + 0.10124718397855759, + 0.06313157081604004, + 0.26233771443367004, + 0.14215822517871857, + 0.10704809427261353 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0028266259469091892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896950840950012 + ], + "opposite_logprob_tokens": [ + -2.5789694786071777 + ], + "logprob_reward": -0.07896950840950012, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896950840950012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07873702049255371, + 0.06369543820619583, + 0.024920659139752388, + 0.034427743405103683, + 0.1364203840494156, + 0.040438417345285416, + 0.10033952444791794, + 0.258820116519928, + 0.1403617113828659, + 0.12183898687362671 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.07896950840950012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046380325220525265 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.0046380325220525265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046380325220525265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06133594736456871, + 0.08535169064998627, + 0.023065006360411644, + 0.060208000242710114, + 0.06438660621643066, + 0.047205179929733276, + 0.046209368854761124, + 0.22243094444274902, + 0.17654187977313995, + 0.21326535940170288 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0046380325220525265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279106244444847 + ], + "opposite_logprob_tokens": [ + -3.7732791900634766 + ], + "logprob_reward": -0.023279106244444847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279106244444847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05028832331299782, + 0.03470059484243393, + 0.034169167280197144, + 0.039959248155355453, + 0.03202519193291664, + 0.06382443010807037, + 0.061687350273132324, + 0.11340805143117905, + 0.19352495670318604, + 0.3764127194881439 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.023279106244444847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, wide shot captures a sleek, long-range glider navigating a sky that appears not as a natural expanse but as a pure Abstract Expressionist canvas. The backdrop is a violent, emotional maelstrom of brushstrokes, where thick, cold cadmium red, deep cobalt blue, and acid yellow clash against a chaotic field of stark black and white. The glider, with its polished, pearlescent white fuselage and incredibly slender wings, traverses this turbulent, painted space in a slow, deliberate roll. The camera tracks steadily along the aircraft as it rotates around its central axis with calm, almost balletic precision. As the glider flips, its glossy surface captures and reflects chaotic streaks of pure color, its wings temporarily painting the sky with ever-shifting, aggressive patterns. Just as the roll reaches its peak, the entire perspective is shattered by a sudden, violent jolt; the camera strikes with a raw, physical force that momentarily blurs the frame, disrupts the fluid movement, introduces a visceral shock, and tears through the scene's fragile aerial tranquility.", + "seed": 11680, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_10/index_4995_seed_11680_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20920822825282812, + "vlm_logprob": -0.20920822825282812, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.20920822825282812, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.75838702917099 + ], + "opposite_logprob_tokens": [ + -0.63338702917099 + ], + "logprob_reward": -0.75838702917099, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.75838702917099, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04314679652452469, + 0.05835026130080223, + 0.015105016529560089, + 0.014187275432050228, + 0.017835482954978943, + 0.03930492326617241, + 0.029612023383378983, + 0.024953249841928482, + 0.03853444755077362, + 0.7189704775810242 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.75838702917099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022077015601098537 + ], + "opposite_logprob_tokens": [ + -6.1272077560424805 + ], + "logprob_reward": -0.0022077015601098537, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022077015601098537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04944264888763428, + 0.12354689091444016, + 0.0345161147415638, + 0.05184205248951912, + 0.03832562267780304, + 0.04025200381875038, + 0.04158804565668106, + 0.05422597378492355, + 0.02248832769691944, + 0.5437722206115723 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.0022077015601098537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798819899559021 + ], + "opposite_logprob_tokens": [ + -1.8048820495605469 + ], + "logprob_reward": -0.1798819899559021, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798819899559021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06260110437870026, + 0.05052948743104935, + 0.03482180833816528, + 0.04809799790382385, + 0.02939106710255146, + 0.04929819703102112, + 0.04626954346895218, + 0.06231822818517685, + 0.09478197991847992, + 0.5218906402587891 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.1798819899559021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055358000099658966, + 0.054367080330848694, + 0.030383070930838585, + 0.03240591287612915, + 0.02643812820315361, + 0.058543767780065536, + 0.06659673899412155, + 0.05070237070322037, + 0.05618083477020264, + 0.5690240859985352 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek glider with a polished, pearlescent white fuselage and incredibly slender wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a chaotic Abstract Expressionist canvas featuring thick brushstrokes of cadmium red, cobalt blue, acid yellow, black, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glider perform a slow, deliberate roll while traversing the painted space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track steadily along the aircraft as it rotates, capturing reflections of color on its glossy surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden, violent jolt that blurs the frame and disrupts the smooth movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030967742204666 + ], + "opposite_logprob_tokens": [ + -2.3503096103668213 + ], + "logprob_reward": -0.10030967742204666, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030967742204666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0440678633749485, + 0.060595668852329254, + 0.07036808133125305, + 0.049836285412311554, + 0.05404841899871826, + 0.13949322700500488, + 0.06612195819616318, + 0.11229132115840912, + 0.242752805352211, + 0.16042427718639374 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.10030967742204666 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_tensor([2273, 2273])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_tensor([2273, 2273])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ee96f63c1b4c872acc74826db2a350bff6a39c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_tensor([2273, 2273])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot, utilizing an incredibly shallow depth of field, focuses with razor-sharp precision on the vibrant, cadmium-red tip of an oil stick. The stick's waxy, creamy texture is visible in minute details, slightly deformed and softened by the application of pressure. As it is vigorously spun and dragged across the rough white canvas, the camera captures the dynamic action in microscopic slow motion. The stick leaves a thick, viscous trail across the canvas while, with controlled violence, flinging countless tiny particles of pure, saturated pigment into the air. These particles form a chaotic yet beautiful spiral, suspended briefly like a colorful galaxy. Bright, warm studio light, emanating from the side, shimmers on the smooth, damp pigment and the stick's waxy surface, while the background, including the artist's unseen hand and other supplies, completely dissolves into a soft, painterly bokeh of warm, blurred tones, creating a powerful, abstract atmosphere. The image reflects intense, focused creative energy.", + "seed": 8957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_2273_seed_8957_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33412528452463447, + "vlm_logprob": -0.33412528452463447, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.33412528452463447, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01242798287421465 + ], + "opposite_logprob_tokens": [ + -4.512427806854248 + ], + "logprob_reward": -0.01242798287421465, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01242798287421465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10475977510213852, + 0.15270870923995972, + 0.08201096951961517, + 0.1555795669555664, + 0.07461845874786377, + 0.09640510380268097, + 0.22275297343730927, + 0.04549539461731911, + 0.03540240600705147, + 0.03026663325726986 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.01242798287421465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02644256129860878 + ], + "opposite_logprob_tokens": [ + -3.651442527770996 + ], + "logprob_reward": -0.02644256129860878, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02644256129860878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13681578636169434, + 0.08507701754570007, + 0.04561169072985649, + 0.12122876197099686, + 0.09817048162221909, + 0.17197975516319275, + 0.15204714238643646, + 0.05136914178729057, + 0.09161385893821716, + 0.046086378395557404 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.02644256129860878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502110481262207 + ], + "opposite_logprob_tokens": [ + -0.25211045145988464 + ], + "logprob_reward": -1.502110481262207, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502110481262207, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10837861150503159, + 0.20648092031478882, + 0.14546266198158264, + 0.06289613246917725, + 0.08201946318149567, + 0.16770429909229279, + 0.09801035374403, + 0.034383270889520645, + 0.06524508446455002, + 0.029419217258691788 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -1.502110481262207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12715262174606323 + ], + "opposite_logprob_tokens": [ + -2.127152681350708 + ], + "logprob_reward": -0.12715262174606323, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12715262174606323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1239333227276802, + 0.10998433083295822, + 0.19750607013702393, + 0.048312973231077194, + 0.08766966313123703, + 0.1561407446861267, + 0.1213320940732956, + 0.06455133855342865, + 0.05720115453004837, + 0.03336833417415619 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.12715262174606323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07988877594470978, + 0.15878286957740784, + 0.14292138814926147, + 0.03861217945814133, + 0.05798134207725525, + 0.18614128232002258, + 0.1792292296886444, + 0.03384551778435707, + 0.07607124745845795, + 0.046526212245225906 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.0024927754420787096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, utilizing an incredibly shallow depth of field, focuses with razor-sharp precision on the vibrant, cadmium-red tip of an oil stick. The stick's waxy, creamy texture is visible in minute details, slightly deformed and softened by the application of pressure. As it is vigorously spun and dragged across the rough white canvas, the camera captures the dynamic action in microscopic slow motion. The stick leaves a thick, viscous trail across the canvas while, with controlled violence, flinging countless tiny particles of pure, saturated pigment into the air. These particles form a chaotic yet beautiful spiral, suspended briefly like a colorful galaxy. Bright, warm studio light, emanating from the side, shimmers on the smooth, damp pigment and the stick's waxy surface, while the background, including the artist's unseen hand and other supplies, completely dissolves into a soft, painterly bokeh of warm, blurred tones, creating a powerful, abstract atmosphere. The image reflects intense, focused creative energy.", + "seed": 8958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_2273_seed_8958_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36364863272756337, + "vlm_logprob": -0.36364863272756337, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.36364863272756337, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022783536463975906 + ], + "opposite_logprob_tokens": [ + -3.8977835178375244 + ], + "logprob_reward": -0.022783536463975906, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022783536463975906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09517845511436462, + 0.04193897172808647, + 0.013891872949898243, + 0.03111005760729313, + 0.04198463633656502, + 0.016220837831497192, + 0.10758116096258163, + 0.06477948278188705, + 0.40047550201416016, + 0.18683895468711853 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.022783536463975906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023354457691311836 + ], + "opposite_logprob_tokens": [ + -3.7733545303344727 + ], + "logprob_reward": -0.023354457691311836, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023354457691311836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07125146687030792, + 0.0960334986448288, + 0.09336012601852417, + 0.04303674027323723, + 0.04490521550178528, + 0.026910480111837387, + 0.03765175864100456, + 0.049022167921066284, + 0.4498971104621887, + 0.08793146163225174 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.023354457691311836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005547046661377 + ], + "opposite_logprob_tokens": [ + -0.2255546748638153 + ], + "logprob_reward": -1.6005547046661377, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005547046661377, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11329641193151474, + 0.21936480700969696, + 0.04262698069214821, + 0.037995271384716034, + 0.0742126852273941, + 0.028446169570088387, + 0.04676826298236847, + 0.22905831038951874, + 0.1597088873386383, + 0.048522237688302994 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -1.6005547046661377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604669988155365 + ], + "opposite_logprob_tokens": [ + -1.9104670286178589 + ], + "logprob_reward": -0.1604669988155365, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604669988155365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07213795930147171, + 0.1535061150789261, + 0.040275830775499344, + 0.03660687059164047, + 0.02860020101070404, + 0.030032914131879807, + 0.11046676337718964, + 0.21858491003513336, + 0.21975566446781158, + 0.09003280848264694 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.1604669988155365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05408535525202751, + 0.14793318510055542, + 0.012487465515732765, + 0.01557236909866333, + 0.019466644152998924, + 0.016914615407586098, + 0.07636100053787231, + 0.25144314765930176, + 0.11768508702516556, + 0.28805112838745117 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.011083466000854969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, utilizing an incredibly shallow depth of field, focuses with razor-sharp precision on the vibrant, cadmium-red tip of an oil stick. The stick's waxy, creamy texture is visible in minute details, slightly deformed and softened by the application of pressure. As it is vigorously spun and dragged across the rough white canvas, the camera captures the dynamic action in microscopic slow motion. The stick leaves a thick, viscous trail across the canvas while, with controlled violence, flinging countless tiny particles of pure, saturated pigment into the air. These particles form a chaotic yet beautiful spiral, suspended briefly like a colorful galaxy. Bright, warm studio light, emanating from the side, shimmers on the smooth, damp pigment and the stick's waxy surface, while the background, including the artist's unseen hand and other supplies, completely dissolves into a soft, painterly bokeh of warm, blurred tones, creating a powerful, abstract atmosphere. The image reflects intense, focused creative energy.", + "seed": 8959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_2273_seed_8959_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.39280733074992896, + "vlm_logprob": -0.39280733074992896, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.39280733074992896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015711918473243713 + ], + "opposite_logprob_tokens": [ + -4.265711784362793 + ], + "logprob_reward": -0.015711918473243713, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015711918473243713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19765709340572357, + 0.10407181084156036, + 0.070100799202919, + 0.06700150668621063, + 0.07119021564722061, + 0.14862872660160065, + 0.07456733286380768, + 0.07852688431739807, + 0.08833692967891693, + 0.09991870820522308 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.015711918473243713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062726765871048 + ], + "opposite_logprob_tokens": [ + -3.89562726020813 + ], + "logprob_reward": -0.02062726765871048, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062726765871048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08999666571617126, + 0.12546712160110474, + 0.0838528499007225, + 0.07108627259731293, + 0.05960884690284729, + 0.047536417841911316, + 0.18062275648117065, + 0.12904250621795654, + 0.08031008392572403, + 0.13247650861740112 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.02062726765871048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.804869532585144 + ], + "opposite_logprob_tokens": [ + -0.17986953258514404 + ], + "logprob_reward": -1.804869532585144, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.804869532585144, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07656574249267578, + 0.0713290199637413, + 0.12198438495397568, + 0.06149033084511757, + 0.10274652391672134, + 0.1002119779586792, + 0.22506661713123322, + 0.10816590487957001, + 0.0836334377527237, + 0.04880601912736893 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -1.804869532585144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11303743720054626 + ], + "opposite_logprob_tokens": [ + -2.238037347793579 + ], + "logprob_reward": -0.11303743720054626, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11303743720054626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10435198992490768, + 0.08941514045000076, + 0.07809924334287643, + 0.05221995711326599, + 0.0815829187631607, + 0.06131131201982498, + 0.25885674357414246, + 0.13106264173984528, + 0.061050575226545334, + 0.08204945176839828 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.11303743720054626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790497832000256 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790497832000256, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790497832000256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2079002410173416, + 0.07123508304357529, + 0.11365353316068649, + 0.05205688253045082, + 0.09177965670824051, + 0.20694327354431152, + 0.11527787894010544, + 0.0794224739074707, + 0.03266230970621109, + 0.029068680480122566 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.009790497832000256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, utilizing an incredibly shallow depth of field, focuses with razor-sharp precision on the vibrant, cadmium-red tip of an oil stick. The stick's waxy, creamy texture is visible in minute details, slightly deformed and softened by the application of pressure. As it is vigorously spun and dragged across the rough white canvas, the camera captures the dynamic action in microscopic slow motion. The stick leaves a thick, viscous trail across the canvas while, with controlled violence, flinging countless tiny particles of pure, saturated pigment into the air. These particles form a chaotic yet beautiful spiral, suspended briefly like a colorful galaxy. Bright, warm studio light, emanating from the side, shimmers on the smooth, damp pigment and the stick's waxy surface, while the background, including the artist's unseen hand and other supplies, completely dissolves into a soft, painterly bokeh of warm, blurred tones, creating a powerful, abstract atmosphere. The image reflects intense, focused creative energy.", + "seed": 8960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_11/index_2273_seed_8960_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.47434189058840276, + "vlm_logprob": -0.47434189058840276, + "vlm_yes_no_margin": 2.550000011920929, + "vlm_token_credit": -0.47434189058840276, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01523900032043457 + ], + "opposite_logprob_tokens": [ + -4.2652387619018555 + ], + "logprob_reward": -0.01523900032043457, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01523900032043457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09510184824466705, + 0.06593511253595352, + 0.10862524807453156, + 0.08860684186220169, + 0.17432014644145966, + 0.10092923045158386, + 0.0645054504275322, + 0.10143030434846878, + 0.06720145791769028, + 0.13334430754184723 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.01523900032043457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110845897346735 + ], + "opposite_logprob_tokens": [ + -4.5111083984375 + ], + "logprob_reward": -0.01110845897346735, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110845897346735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09770586341619492, + 0.09526264667510986, + 0.07550980895757675, + 0.09572417289018631, + 0.1567397117614746, + 0.057654786854982376, + 0.091147780418396, + 0.17370599508285522, + 0.061000220477581024, + 0.09554897248744965 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.01110845897346735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103344678878784 + ], + "opposite_logprob_tokens": [ + -0.1603344976902008 + ], + "logprob_reward": -1.9103344678878784, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103344678878784, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08130352944135666, + 0.04277924820780754, + 0.1564936488866806, + 0.16134940087795258, + 0.1666121929883957, + 0.06635988503694534, + 0.10243061184883118, + 0.04814796522259712, + 0.04239966347813606, + 0.13212381303310394 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -1.9103344678878784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290708899497986 + ], + "opposite_logprob_tokens": [ + -1.0540709495544434 + ], + "logprob_reward": -0.4290708899497986, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4290708899497986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11703918129205704, + 0.030855227261781693, + 0.14962279796600342, + 0.20986542105674744, + 0.1406056433916092, + 0.05197463184595108, + 0.08203943073749542, + 0.09952032566070557, + 0.03969910740852356, + 0.0787782371044159 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.4290708899497986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the tip of an oil stick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the oil stick tip cadmium-red with a visible waxy, creamy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the oil stick being vigorously spun and dragged across a rough white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny particles of saturated pigment fling into the air forming a chaotic spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely dissolved into a soft, painterly bokeh of warm, blurred tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956635810434818 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956635810434818, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956635810434818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1042754203081131, + 0.0318676196038723, + 0.19034893810749054, + 0.11026089638471603, + 0.14237840473651886, + 0.0802406296133995, + 0.07040803134441376, + 0.1290856897830963, + 0.05363846197724342, + 0.0874958485364914 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.005956635810434818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_tensor([4179, 4179])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_tensor([4179, 4179])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c790339f02d7a52de18e5b04f5c2ebf990f92e9a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_tensor([4179, 4179])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static cinematic shot with thick film grain depicts a massive, dark-bodied Galapagos centipede, its form coiled in immense tension as it prepares to impact a mossy rock. The entire scene is rendered in a distinctive GTA art style, defined by bold black outlines and a saturated pop-art palette. The centipede's segmented exoskeleton has a lustrous, deep charcoal sheen that catches the harsh, low-angle light, creating vibrant, stylized highlights. Its countless, sharp legs are a startling electric yellow, contrasting starkly against its black body. Its head rises menacingly, its long tentacles twitching erratically, while its powerful form flares slightly, gleaming with malevolent promise. The creature rests on a large, weathered rock, its texture simplified to a graphic plane and covered in a supersaturated, almost jagged patch of moss. In the background, a stylized jungle environment dissolves into soft focus beneath a dramatic, synthetic sunset sky, painted in hues of deep purple and fiery orange. Intense directional lighting casts sharp-edged graphic shadows that accentuate the creature’s awe-inspiring silhouette and give this menacing creature an unexpectedly vibrant and stylized digital appearance, creating a uniquely tense and visually appealing atmosphere.", + "seed": 12609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_4179_seed_12609_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012111726868897676, + "vlm_logprob": -0.012111726868897676, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.012111726868897676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020847130566835403 + ], + "opposite_logprob_tokens": [ + -3.8958470821380615 + ], + "logprob_reward": -0.020847130566835403, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020847130566835403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13372521102428436, + 0.10070949047803879, + 0.07485764473676682, + 0.06840359419584274, + 0.053906477987766266, + 0.07275015115737915, + 0.13139449059963226, + 0.09266631305217743, + 0.04634488746523857, + 0.2252417653799057 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.020847130566835403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060566283762455 + ], + "opposite_logprob_tokens": [ + -3.8956055641174316 + ], + "logprob_reward": -0.02060566283762455, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060566283762455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09027539193630219, + 0.08599039912223816, + 0.10219069570302963, + 0.053957462310791016, + 0.02938375435769558, + 0.09482885152101517, + 0.09114959836006165, + 0.2189505696296692, + 0.09777984023094177, + 0.1354934424161911 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.02060566283762455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001939084380865097 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.001939084380865097, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001939084380865097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2946948707103729, + 0.11773508787155151, + 0.11733849346637726, + 0.09976740926504135, + 0.03839079663157463, + 0.03139085695147514, + 0.06455355882644653, + 0.07452275604009628, + 0.06983193755149841, + 0.09177426993846893 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.001939084380865097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253335177898407 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253335177898407, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253335177898407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27036362886428833, + 0.07286348938941956, + 0.13271279633045197, + 0.07151943445205688, + 0.06959588080644608, + 0.026509007439017296, + 0.08402283489704132, + 0.06199781596660614, + 0.07264437526464462, + 0.13777074217796326 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01253335177898407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633404780179262 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633404780179262, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633404780179262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3103645145893097, + 0.07293926924467087, + 0.08470314741134644, + 0.047911036759614944, + 0.06678450852632523, + 0.028789451345801353, + 0.05367526784539223, + 0.06175173074007034, + 0.05188240483403206, + 0.2211986482143402 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004633404780179262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static cinematic shot with thick film grain depicts a massive, dark-bodied Galapagos centipede, its form coiled in immense tension as it prepares to impact a mossy rock. The entire scene is rendered in a distinctive GTA art style, defined by bold black outlines and a saturated pop-art palette. The centipede's segmented exoskeleton has a lustrous, deep charcoal sheen that catches the harsh, low-angle light, creating vibrant, stylized highlights. Its countless, sharp legs are a startling electric yellow, contrasting starkly against its black body. Its head rises menacingly, its long tentacles twitching erratically, while its powerful form flares slightly, gleaming with malevolent promise. The creature rests on a large, weathered rock, its texture simplified to a graphic plane and covered in a supersaturated, almost jagged patch of moss. In the background, a stylized jungle environment dissolves into soft focus beneath a dramatic, synthetic sunset sky, painted in hues of deep purple and fiery orange. Intense directional lighting casts sharp-edged graphic shadows that accentuate the creature’s awe-inspiring silhouette and give this menacing creature an unexpectedly vibrant and stylized digital appearance, creating a uniquely tense and visually appealing atmosphere.", + "seed": 12610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_4179_seed_12610_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013781503261998295, + "vlm_logprob": -0.013781503261998295, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.013781503261998295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01134893111884594 + ], + "opposite_logprob_tokens": [ + -4.511348724365234 + ], + "logprob_reward": -0.01134893111884594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01134893111884594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20459847152233124, + 0.14296549558639526, + 0.13326923549175262, + 0.020987970754504204, + 0.1475861519575119, + 0.00852066557854414, + 0.0179952010512352, + 0.12440729886293411, + 0.02629181556403637, + 0.1733776330947876 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.01134893111884594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310210794210434 + ], + "opposite_logprob_tokens": [ + -3.1681020259857178 + ], + "logprob_reward": -0.04310210794210434, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310210794210434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08047585189342499, + 0.05900214985013008, + 0.3171198070049286, + 0.023163091391324997, + 0.0532291941344738, + 0.015825364738702774, + 0.010286477394402027, + 0.04650783911347389, + 0.023374635726213455, + 0.3710155487060547 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.04310210794210434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002486353972926736 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002486353972926736, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002486353972926736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1698344647884369, + 0.20296436548233032, + 0.14807720482349396, + 0.03318373113870621, + 0.17330814898014069, + 0.01034343522042036, + 0.05830199271440506, + 0.10312046110630035, + 0.07846488803625107, + 0.02240128442645073 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.002486353972926736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977538712322712 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.00977538712322712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977538712322712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16700415313243866, + 0.07618940621614456, + 0.21604403853416443, + 0.03379592299461365, + 0.09720247983932495, + 0.03971974551677704, + 0.04615660011768341, + 0.229568749666214, + 0.03287901729345322, + 0.06143994629383087 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.00977538712322712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021947361528873444 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021947361528873444, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021947361528873444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41033774614334106, + 0.11098406463861465, + 0.03361038491129875, + 0.03168720752000809, + 0.07901205122470856, + 0.01693315990269184, + 0.07345989346504211, + 0.1624893993139267, + 0.024196559563279152, + 0.05728954076766968 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0021947361528873444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static cinematic shot with thick film grain depicts a massive, dark-bodied Galapagos centipede, its form coiled in immense tension as it prepares to impact a mossy rock. The entire scene is rendered in a distinctive GTA art style, defined by bold black outlines and a saturated pop-art palette. The centipede's segmented exoskeleton has a lustrous, deep charcoal sheen that catches the harsh, low-angle light, creating vibrant, stylized highlights. Its countless, sharp legs are a startling electric yellow, contrasting starkly against its black body. Its head rises menacingly, its long tentacles twitching erratically, while its powerful form flares slightly, gleaming with malevolent promise. The creature rests on a large, weathered rock, its texture simplified to a graphic plane and covered in a supersaturated, almost jagged patch of moss. In the background, a stylized jungle environment dissolves into soft focus beneath a dramatic, synthetic sunset sky, painted in hues of deep purple and fiery orange. Intense directional lighting casts sharp-edged graphic shadows that accentuate the creature’s awe-inspiring silhouette and give this menacing creature an unexpectedly vibrant and stylized digital appearance, creating a uniquely tense and visually appealing atmosphere.", + "seed": 12611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_4179_seed_12611_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010962149105034768, + "vlm_logprob": -0.010962149105034768, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.010962149105034768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014538896270096302 + ], + "opposite_logprob_tokens": [ + -4.264538764953613 + ], + "logprob_reward": -0.014538896270096302, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014538896270096302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22838442027568817, + 0.08358437567949295, + 0.047258831560611725, + 0.05610927194356918, + 0.03218900412321091, + 0.06787141412496567, + 0.1020585373044014, + 0.2734311521053314, + 0.06843897700309753, + 0.04067404195666313 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.014538896270096302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029831066727638245 + ], + "opposite_logprob_tokens": [ + -3.5298311710357666 + ], + "logprob_reward": -0.029831066727638245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029831066727638245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2723250687122345, + 0.07636205106973648, + 0.1362602412700653, + 0.027983665466308594, + 0.04423423111438751, + 0.1491728276014328, + 0.032678212970495224, + 0.14141003787517548, + 0.0913277417421341, + 0.0282459557056427 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.029831066727638245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015125750796869397 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015125750796869397, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015125750796869397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019769698381424, + 0.13594795763492584, + 0.058687906712293625, + 0.034257687628269196, + 0.10391563177108765, + 0.04531778395175934, + 0.06967639178037643, + 0.30131152272224426, + 0.03155103698372841, + 0.017357103526592255 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0015125750796869397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067322817631065845 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067322817631065845, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067322817631065845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47845855355262756, + 0.11998096853494644, + 0.11019963771104813, + 0.05765920132398605, + 0.02829560823738575, + 0.03713780269026756, + 0.031479813158512115, + 0.06674649566411972, + 0.03463636711239815, + 0.03540559485554695 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0067322817631065845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195925684645772 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002195925684645772, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195925684645772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4216625690460205, + 0.17439182102680206, + 0.06756732612848282, + 0.058136291801929474, + 0.04058048129081726, + 0.05944046750664711, + 0.015182442031800747, + 0.11989466845989227, + 0.025199895724654198, + 0.017944011837244034 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.002195925684645772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static cinematic shot with thick film grain depicts a massive, dark-bodied Galapagos centipede, its form coiled in immense tension as it prepares to impact a mossy rock. The entire scene is rendered in a distinctive GTA art style, defined by bold black outlines and a saturated pop-art palette. The centipede's segmented exoskeleton has a lustrous, deep charcoal sheen that catches the harsh, low-angle light, creating vibrant, stylized highlights. Its countless, sharp legs are a startling electric yellow, contrasting starkly against its black body. Its head rises menacingly, its long tentacles twitching erratically, while its powerful form flares slightly, gleaming with malevolent promise. The creature rests on a large, weathered rock, its texture simplified to a graphic plane and covered in a supersaturated, almost jagged patch of moss. In the background, a stylized jungle environment dissolves into soft focus beneath a dramatic, synthetic sunset sky, painted in hues of deep purple and fiery orange. Intense directional lighting casts sharp-edged graphic shadows that accentuate the creature’s awe-inspiring silhouette and give this menacing creature an unexpectedly vibrant and stylized digital appearance, creating a uniquely tense and visually appealing atmosphere.", + "seed": 12612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_12/index_4179_seed_12612_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026223813532851636, + "vlm_logprob": -0.026223813532851636, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.026223813532851636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07967085391283035 + ], + "opposite_logprob_tokens": [ + -2.5796709060668945 + ], + "logprob_reward": -0.07967085391283035, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07967085391283035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649236023426056, + 0.3389098346233368, + 0.051588594913482666, + 0.04058075323700905, + 0.04630669951438904, + 0.03741349279880524, + 0.1305210292339325, + 0.026523297652602196, + 0.0412241630256176, + 0.022008532658219337 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07967085391283035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038138266652822495 + ], + "opposite_logprob_tokens": [ + -3.2881381511688232 + ], + "logprob_reward": -0.038138266652822495, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038138266652822495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3795533776283264, + 0.1576748937368393, + 0.04353922978043556, + 0.03428022190928459, + 0.07448133826255798, + 0.05861559882760048, + 0.08427628129720688, + 0.10659562796354294, + 0.027460606768727303, + 0.033522866666316986 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.038138266652822495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013365155318751931 + ], + "opposite_logprob_tokens": [ + -6.626336574554443 + ], + "logprob_reward": -0.0013365155318751931, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013365155318751931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32044243812561035, + 0.14383713901042938, + 0.1127718910574913, + 0.062290340662002563, + 0.09763145446777344, + 0.051667410880327225, + 0.046763885766267776, + 0.059673111885786057, + 0.06923903524875641, + 0.035683244466781616 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0013365155318751931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5609123706817627, + 0.0636911392211914, + 0.08900323510169983, + 0.040839165449142456, + 0.0516682006418705, + 0.07353866100311279, + 0.04118194803595543, + 0.03321376070380211, + 0.0163468848913908, + 0.02960454858839512 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Galapagos centipede with a dark-bodied, segmented exoskeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the centipede's legs electric yellow and its head raised with twitching tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a GTA art style featuring bold black outlines and a saturated pop-art palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the centipede resting on a large, weathered rock covered in a supersaturated patch of moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a stylized jungle dissolving into soft focus beneath a sunset sky of deep purple and fiery orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021950930822640657 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021950930822640657, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021950930822640657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42062538862228394, + 0.061486370861530304, + 0.22387370467185974, + 0.025817949324846268, + 0.023123344406485558, + 0.04848321154713631, + 0.03357277065515518, + 0.018803851678967476, + 0.023510461673140526, + 0.12070289254188538 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0021950930822640657 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_tensor([2741, 2741])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_tensor([2741, 2741])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..39bb99242a25f408e69181ba07abc4d89ad5026a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_tensor([2741, 2741])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tilted, downward close-up follows an ancient, yellowed human skull as it slowly but steadily descends to the bottom of a dark, murky depth. A faint, almost invisible beam of light penetrates from the distant surface, barely framing the skull's bony surface, punctuated by microscopic cracks and the erosion of time. As it sinks, a dense, continuous stream of tiny bubbles emanates from its deep, hollow eye sockets. As they rise, in stark contrast to the skull's downward trajectory, these bubbles capture the glimmer of light, briefly flashing a ghostly silver glow before dissipating into the surrounding darkness. The entire image, shrouded in a profoundly cold hue, creates a dead, mysterious, and unsettling atmosphere, as if silently telling a forgotten tale of eternal perdition.", + "seed": 15280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_2741_seed_15280_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021419399976730348, + "vlm_logprob": -0.021419399976730348, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.021419399976730348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012419977225363255 + ], + "opposite_logprob_tokens": [ + -4.512420177459717 + ], + "logprob_reward": -0.012419977225363255, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012419977225363255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0973253920674324, + 0.07325585186481476, + 0.33628320693969727, + 0.1657388061285019, + 0.04626251384615898, + 0.11683570593595505, + 0.04474514350295067, + 0.022891463711857796, + 0.05091289058327675, + 0.045749105513095856 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.012419977225363255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110725581645966 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.038110725581645966, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110725581645966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06801185011863708, + 0.03949977084994316, + 0.1299230456352234, + 0.09911490231752396, + 0.11312275379896164, + 0.14260010421276093, + 0.10621476173400879, + 0.12426310032606125, + 0.10672305524349213, + 0.07052665203809738 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.038110725581645966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420364435762167 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.01420364435762167, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420364435762167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062255457043647766, + 0.04466948285698891, + 0.3193834125995636, + 0.06512606889009476, + 0.06962267309427261, + 0.24151265621185303, + 0.030487727373838425, + 0.05340220406651497, + 0.06224854290485382, + 0.05129174888134003 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.01420364435762167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551834806799889 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551834806799889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551834806799889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06410185992717743, + 0.025148823857307434, + 0.4664592146873474, + 0.12671443819999695, + 0.08225314319133759, + 0.05236620455980301, + 0.022426540032029152, + 0.020300747826695442, + 0.04582781717181206, + 0.09440116584300995 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.012551834806799889 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07677888870239258, + 0.043939296156167984, + 0.14419202506542206, + 0.2973429262638092, + 0.07519696652889252, + 0.09462685137987137, + 0.07436631619930267, + 0.11555153876543045, + 0.040899187326431274, + 0.037105999886989594 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.029810817912220955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, downward close-up follows an ancient, yellowed human skull as it slowly but steadily descends to the bottom of a dark, murky depth. A faint, almost invisible beam of light penetrates from the distant surface, barely framing the skull's bony surface, punctuated by microscopic cracks and the erosion of time. As it sinks, a dense, continuous stream of tiny bubbles emanates from its deep, hollow eye sockets. As they rise, in stark contrast to the skull's downward trajectory, these bubbles capture the glimmer of light, briefly flashing a ghostly silver glow before dissipating into the surrounding darkness. The entire image, shrouded in a profoundly cold hue, creates a dead, mysterious, and unsettling atmosphere, as if silently telling a forgotten tale of eternal perdition.", + "seed": 15281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_2741_seed_15281_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.035190086159855125, + "vlm_logprob": -0.035190086159855125, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.035190086159855125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045829690992832184 + ], + "opposite_logprob_tokens": [ + -3.1708297729492188 + ], + "logprob_reward": -0.045829690992832184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045829690992832184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11410129815340042, + 0.1283070594072342, + 0.05306427925825119, + 0.11563452333211899, + 0.25817379355430603, + 0.047218091785907745, + 0.032150182873010635, + 0.06665565818548203, + 0.11875148862600327, + 0.06594361364841461 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.045829690992832184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002992928028107 + ], + "opposite_logprob_tokens": [ + -2.6950299739837646 + ], + "logprob_reward": -0.07002992928028107, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002992928028107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21288235485553741, + 0.1777609884738922, + 0.055724963545799255, + 0.04924341291189194, + 0.056449104100465775, + 0.07674650102853775, + 0.08596712350845337, + 0.14641830325126648, + 0.08852599561214447, + 0.05028129369020462 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07002992928028107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077335104346275 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077335104346275, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077335104346275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889718621969223, + 0.09261257946491241, + 0.034289926290512085, + 0.05700064077973366, + 0.041200485080480576, + 0.10609611123800278, + 0.12743008136749268, + 0.1002410426735878, + 0.1516331434249878, + 0.10052414238452911 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.011077335104346275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955214146524668 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955214146524668, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955214146524668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18691031634807587, + 0.08670994639396667, + 0.08941849321126938, + 0.04442012682557106, + 0.14836753904819489, + 0.06916436553001404, + 0.07526472955942154, + 0.07482181489467621, + 0.1164083182811737, + 0.10851442068815231 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.005955214146524668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305826127529144 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305826127529144, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305826127529144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1890432983636856, + 0.15736447274684906, + 0.06534487009048462, + 0.06548427045345306, + 0.046257831156253815, + 0.12549912929534912, + 0.13320407271385193, + 0.11888274550437927, + 0.05182243883609772, + 0.0470968633890152 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04305826127529144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, downward close-up follows an ancient, yellowed human skull as it slowly but steadily descends to the bottom of a dark, murky depth. A faint, almost invisible beam of light penetrates from the distant surface, barely framing the skull's bony surface, punctuated by microscopic cracks and the erosion of time. As it sinks, a dense, continuous stream of tiny bubbles emanates from its deep, hollow eye sockets. As they rise, in stark contrast to the skull's downward trajectory, these bubbles capture the glimmer of light, briefly flashing a ghostly silver glow before dissipating into the surrounding darkness. The entire image, shrouded in a profoundly cold hue, creates a dead, mysterious, and unsettling atmosphere, as if silently telling a forgotten tale of eternal perdition.", + "seed": 15282, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_2741_seed_15282_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030501394532620907, + "vlm_logprob": -0.030501394532620907, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.030501394532620907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017583204433321953 + ], + "opposite_logprob_tokens": [ + -4.14258337020874 + ], + "logprob_reward": -0.017583204433321953, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017583204433321953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17808009684085846, + 0.11544904857873917, + 0.0715571865439415, + 0.07232460379600525, + 0.09316487610340118, + 0.205338716506958, + 0.03787177428603172, + 0.057303618639707565, + 0.09373403340578079, + 0.07517603784799576 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.017583204433321953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003126293420792 + ], + "opposite_logprob_tokens": [ + -2.69503116607666 + ], + "logprob_reward": -0.07003126293420792, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003126293420792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05628398805856705, + 0.0463956743478775, + 0.08064442127943039, + 0.12288854271173477, + 0.07675627619028091, + 0.06261973083019257, + 0.2640356719493866, + 0.09577677398920059, + 0.06271668523550034, + 0.1318822205066681 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.07003126293420792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197083715349436 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197083715349436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197083715349436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0804360881447792, + 0.06976570934057236, + 0.09232427179813385, + 0.1257667988538742, + 0.13104699552059174, + 0.17462827265262604, + 0.0788569301366806, + 0.11092816293239594, + 0.03052489086985588, + 0.10572189837694168 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.003197083715349436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09337787330150604, + 0.042173419147729874, + 0.03762125223875046, + 0.08993175625801086, + 0.10154479742050171, + 0.19979658722877502, + 0.06450319290161133, + 0.09018200635910034, + 0.0712665542960167, + 0.209602490067482 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.006745188031345606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495023354887962 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495023354887962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495023354887962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08452970534563065, + 0.08034417778253555, + 0.04724566638469696, + 0.10726628452539444, + 0.23631472885608673, + 0.14244885742664337, + 0.0425245575606823, + 0.06132306531071663, + 0.0855315700173378, + 0.11247135698795319 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.05495023354887962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, downward close-up follows an ancient, yellowed human skull as it slowly but steadily descends to the bottom of a dark, murky depth. A faint, almost invisible beam of light penetrates from the distant surface, barely framing the skull's bony surface, punctuated by microscopic cracks and the erosion of time. As it sinks, a dense, continuous stream of tiny bubbles emanates from its deep, hollow eye sockets. As they rise, in stark contrast to the skull's downward trajectory, these bubbles capture the glimmer of light, briefly flashing a ghostly silver glow before dissipating into the surrounding darkness. The entire image, shrouded in a profoundly cold hue, creates a dead, mysterious, and unsettling atmosphere, as if silently telling a forgotten tale of eternal perdition.", + "seed": 15283, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_13/index_2741_seed_15283_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029298319201916456, + "vlm_logprob": -0.029298319201916456, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.029298319201916456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012592330574989319 + ], + "opposite_logprob_tokens": [ + -4.512592315673828 + ], + "logprob_reward": -0.012592330574989319, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012592330574989319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1121952086687088, + 0.06756442040205002, + 0.10380184650421143, + 0.08754482120275497, + 0.12806113064289093, + 0.09981470555067062, + 0.06032504886388779, + 0.050056491047143936, + 0.06605485826730728, + 0.22458145022392273 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.012592330574989319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904873579740524 + ], + "opposite_logprob_tokens": [ + -2.4640486240386963 + ], + "logprob_reward": -0.08904873579740524, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904873579740524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0719515010714531, + 0.07946649193763733, + 0.038296740502119064, + 0.06680475920438766, + 0.15598304569721222, + 0.06810959428548813, + 0.17954327166080475, + 0.12039367854595184, + 0.11029180139303207, + 0.10915912687778473 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.08904873579740524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544771656394005 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544771656394005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544771656394005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03890072554349899, + 0.03261973708868027, + 0.02068399451673031, + 0.03948785364627838, + 0.09217535704374313, + 0.04178563877940178, + 0.10987044870853424, + 0.1577238142490387, + 0.06914831697940826, + 0.3976040482521057 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.012544771656394005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059578209184110165 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.0059578209184110165, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059578209184110165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04971732199192047, + 0.027560850605368614, + 0.03679849952459335, + 0.0597396120429039, + 0.12993551790714264, + 0.05957735702395439, + 0.10413649678230286, + 0.08948581665754318, + 0.08492323011159897, + 0.3581252694129944 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.0059578209184110165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient, yellowed human skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skull moving downward to the bottom of a dark, murky depth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny bubbles emanate from the skull's deep, hollow eye sockets and rise upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shrouded in a profoundly cold hue with a faint beam of light from the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle a tilted, downward close-up following the skull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347937062382698 + ], + "opposite_logprob_tokens": [ + -3.6513478755950928 + ], + "logprob_reward": -0.026347937062382698, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347937062382698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0893034115433693, + 0.09637679904699326, + 0.0740286186337471, + 0.06828892976045609, + 0.06902230530977249, + 0.11058207601308823, + 0.10126236826181412, + 0.08624352514743805, + 0.050793930888175964, + 0.25409799814224243 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.026347937062382698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_tensor([3636, 3636])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_tensor([3636, 3636])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d5688f2c96270b306099c9c4c267bc530549b4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_tensor([3636, 3636])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static wide-angle shot, shot from a level angle, captures the vast expanse of the ocean amidst a torrential downpour. A small wooden fishing boat, painted a faded red, stands as the sole focal point. Beneath a sky shrouded in thick, leaden clouds, a dense curtain of rain cascades down from the sky, completely blurring the line between sea and sky. The dark gray waters churn, whipping up surging waves capped with white foam. The boat appears vulnerable to this violent force. A massive wave lifts the bow almost perpendicular to the surface, only to slam it back into the trough, sending up a shower of white spray. The boat desperately sways from side to side, struggling to maintain its balance. The entire scene, bathed in cool, even, diffuse light, appears remarkably clean and crisp. The high shutter speed freezes every moment, making every splash and tumbling wave visible, devoid of motion blur. This extremely clear visual style contrasts sharply with the violent turbulence of the scene, highlighting the ruthless power of nature and the loneliness and tenacity of life struggling within it, creating a grand, cold and visually impactful atmosphere.", + "seed": 12716, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_3636_seed_12716_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6073811989277601, + "vlm_logprob": -0.6073811989277601, + "vlm_yes_no_margin": 1.25, + "vlm_token_credit": -0.6073811989277601, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19849886000156403 + ], + "opposite_logprob_tokens": [ + -1.8234988451004028 + ], + "logprob_reward": -0.19849886000156403, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19849886000156403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09304023534059525, + 0.01923312619328499, + 0.04574966058135033, + 0.00652996776625514, + 0.5999316573143005, + 0.08249159902334213, + 0.09297109395265579, + 0.038895998150110245, + 0.011813223361968994, + 0.009343434125185013 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.19849886000156403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868543520569801 + ], + "opposite_logprob_tokens": [ + -3.0486855506896973 + ], + "logprob_reward": -0.04868543520569801, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868543520569801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3253708481788635, + 0.007301471196115017, + 0.005706513300538063, + 0.0034319227561354637, + 0.2522423565387726, + 0.15118031203746796, + 0.19897478818893433, + 0.03936590999364853, + 0.008672596886754036, + 0.007753250654786825 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.04868543520569801 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01753721758723259, + 0.008839717134833336, + 0.003270154120400548, + 0.0019711386412382126, + 0.8743830323219299, + 0.02311880886554718, + 0.018558448180556297, + 0.036599114537239075, + 0.011453146114945412, + 0.004269220866262913 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.029810817912220955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328571438789368 + ], + "opposite_logprob_tokens": [ + -0.7578571438789368 + ], + "logprob_reward": -0.6328571438789368, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328571438789368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0765497162938118, + 0.025853952392935753, + 0.01195383071899414, + 0.008881619200110435, + 0.475989431142807, + 0.1494593769311905, + 0.058660365641117096, + 0.06671204417943954, + 0.07786764204502106, + 0.04807204008102417 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.6328571438789368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127053737640381 + ], + "opposite_logprob_tokens": [ + -0.12705372273921967 + ], + "logprob_reward": -2.127053737640381, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127053737640381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.047764308750629425, + 0.006202626507729292, + 0.00592625979334116, + 0.010431874543428421, + 0.826402485370636, + 0.018932925537228584, + 0.011776279658079147, + 0.061695296317338943, + 0.003804069245234132, + 0.007063820958137512 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -2.127053737640381 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static wide-angle shot, shot from a level angle, captures the vast expanse of the ocean amidst a torrential downpour. A small wooden fishing boat, painted a faded red, stands as the sole focal point. Beneath a sky shrouded in thick, leaden clouds, a dense curtain of rain cascades down from the sky, completely blurring the line between sea and sky. The dark gray waters churn, whipping up surging waves capped with white foam. The boat appears vulnerable to this violent force. A massive wave lifts the bow almost perpendicular to the surface, only to slam it back into the trough, sending up a shower of white spray. The boat desperately sways from side to side, struggling to maintain its balance. The entire scene, bathed in cool, even, diffuse light, appears remarkably clean and crisp. The high shutter speed freezes every moment, making every splash and tumbling wave visible, devoid of motion blur. This extremely clear visual style contrasts sharply with the violent turbulence of the scene, highlighting the ruthless power of nature and the loneliness and tenacity of life struggling within it, creating a grand, cold and visually impactful atmosphere.", + "seed": 12717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_3636_seed_12717_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6157286420464516, + "vlm_logprob": -0.6157286420464516, + "vlm_yes_no_margin": 1.05, + "vlm_token_credit": -0.6157286420464516, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14856743812561035 + ], + "opposite_logprob_tokens": [ + -2.1485674381256104 + ], + "logprob_reward": -0.14856743812561035, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14856743812561035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3253486454486847, + 0.07526682317256927, + 0.06202403083443642, + 0.050086915493011475, + 0.20821309089660645, + 0.03618360683321953, + 0.04455775022506714, + 0.03842402249574661, + 0.1007644385099411, + 0.059130653738975525 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.14856743812561035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710747122764587 + ], + "opposite_logprob_tokens": [ + -2.1271073818206787 + ], + "logprob_reward": -0.12710747122764587, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710747122764587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06938208639621735, + 0.2597699761390686, + 0.062368154525756836, + 0.1297483891248703, + 0.2937588095664978, + 0.09801051765680313, + 0.01638083904981613, + 0.03294063359498978, + 0.010668841190636158, + 0.02697177603840828 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.12710747122764587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043074704706668854 + ], + "opposite_logprob_tokens": [ + -3.168074607849121 + ], + "logprob_reward": -0.043074704706668854, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043074704706668854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044744234532117844, + 0.052208878099918365, + 0.1405561864376068, + 0.12302137166261673, + 0.43689900636672974, + 0.02523133158683777, + 0.034665536135435104, + 0.022042252123355865, + 0.0854559913277626, + 0.03517519310116768 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.043074704706668854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328479647636414 + ], + "opposite_logprob_tokens": [ + -0.7578479647636414 + ], + "logprob_reward": -0.6328479647636414, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328479647636414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22285737097263336, + 0.047152288258075714, + 0.10299263894557953, + 0.0816434994339943, + 0.19921573996543884, + 0.0736478716135025, + 0.09455454349517822, + 0.07713340222835541, + 0.0592065192759037, + 0.04159609228372574 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.6328479647636414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270456314086914 + ], + "opposite_logprob_tokens": [ + -0.12704575061798096 + ], + "logprob_reward": -2.1270456314086914, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.1270456314086914, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.43491286039352417, + 0.0793328508734703, + 0.06854730099439621, + 0.08985893428325653, + 0.07689984142780304, + 0.03366518393158913, + 0.035907160490751266, + 0.08387723565101624, + 0.036289963871240616, + 0.0607086606323719 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -2.1270456314086914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static wide-angle shot, shot from a level angle, captures the vast expanse of the ocean amidst a torrential downpour. A small wooden fishing boat, painted a faded red, stands as the sole focal point. Beneath a sky shrouded in thick, leaden clouds, a dense curtain of rain cascades down from the sky, completely blurring the line between sea and sky. The dark gray waters churn, whipping up surging waves capped with white foam. The boat appears vulnerable to this violent force. A massive wave lifts the bow almost perpendicular to the surface, only to slam it back into the trough, sending up a shower of white spray. The boat desperately sways from side to side, struggling to maintain its balance. The entire scene, bathed in cool, even, diffuse light, appears remarkably clean and crisp. The high shutter speed freezes every moment, making every splash and tumbling wave visible, devoid of motion blur. This extremely clear visual style contrasts sharply with the violent turbulence of the scene, highlighting the ruthless power of nature and the loneliness and tenacity of life struggling within it, creating a grand, cold and visually impactful atmosphere.", + "seed": 12718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_3636_seed_12718_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.7450617587193846, + "vlm_logprob": -0.7450617587193846, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.7450617587193846, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23634998500347137 + ], + "opposite_logprob_tokens": [ + -1.6113499402999878 + ], + "logprob_reward": -0.23634998500347137, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23634998500347137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10791537165641785, + 0.07075922191143036, + 0.13002952933311462, + 0.10874371975660324, + 0.07818703353404999, + 0.11821362376213074, + 0.07951515913009644, + 0.030021706596016884, + 0.22965440154075623, + 0.04696017503738403 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.23634998500347137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979274045675993 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.00979274045675993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979274045675993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12698347866535187, + 0.12349048256874084, + 0.17602819204330444, + 0.04354720190167427, + 0.029859231784939766, + 0.048103831708431244, + 0.03971622511744499, + 0.06464383751153946, + 0.253004789352417, + 0.09462268650531769 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.00979274045675993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032032646238803864, + 0.04120819270610809, + 0.2711835503578186, + 0.04237482696771622, + 0.03899649158120155, + 0.06216365098953247, + 0.10682059079408646, + 0.11351080238819122, + 0.12481572479009628, + 0.16689355671405792 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.026344336569309235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578120231628418 + ], + "opposite_logprob_tokens": [ + -0.6328120231628418 + ], + "logprob_reward": -0.7578120231628418, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578120231628418, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10189881920814514, + 0.07137887179851532, + 0.2355218231678009, + 0.09422978013753891, + 0.055679548531770706, + 0.09761874377727509, + 0.04700854420661926, + 0.14277058839797974, + 0.08649010956287384, + 0.06740318983793259 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.7578120231628418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695009708404541 + ], + "opposite_logprob_tokens": [ + -0.07000970095396042 + ], + "logprob_reward": -2.695009708404541, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695009708404541, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11538853496313095, + 0.0632546991109848, + 0.22063152492046356, + 0.03173646703362465, + 0.01563258469104767, + 0.06332074105739594, + 0.235105961561203, + 0.025685565546154976, + 0.1739244908094406, + 0.05531938746571541 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -2.695009708404541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + }, + { + "prompt": "static wide-angle shot, shot from a level angle, captures the vast expanse of the ocean amidst a torrential downpour. A small wooden fishing boat, painted a faded red, stands as the sole focal point. Beneath a sky shrouded in thick, leaden clouds, a dense curtain of rain cascades down from the sky, completely blurring the line between sea and sky. The dark gray waters churn, whipping up surging waves capped with white foam. The boat appears vulnerable to this violent force. A massive wave lifts the bow almost perpendicular to the surface, only to slam it back into the trough, sending up a shower of white spray. The boat desperately sways from side to side, struggling to maintain its balance. The entire scene, bathed in cool, even, diffuse light, appears remarkably clean and crisp. The high shutter speed freezes every moment, making every splash and tumbling wave visible, devoid of motion blur. This extremely clear visual style contrasts sharply with the violent turbulence of the scene, highlighting the ruthless power of nature and the loneliness and tenacity of life struggling within it, creating a grand, cold and visually impactful atmosphere.", + "seed": 12719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_14/index_3636_seed_12719_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5465435402467846, + "vlm_logprob": -0.5465435402467846, + "vlm_yes_no_margin": 1.899999988079071, + "vlm_token_credit": -0.5465435402467846, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1174730435013771 + ], + "opposite_logprob_tokens": [ + -2.3674731254577637 + ], + "logprob_reward": -0.1174730435013771, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1174730435013771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09624886512756348, + 0.12114343047142029, + 0.07197827845811844, + 0.09501448273658752, + 0.07233340293169022, + 0.156080424785614, + 0.07553453743457794, + 0.09479457885026932, + 0.15441150963306427, + 0.06246045604348183 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.1174730435013771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559722177684307 + ], + "opposite_logprob_tokens": [ + -4.38755989074707 + ], + "logprob_reward": -0.012559722177684307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559722177684307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06109197065234184, + 0.24840550124645233, + 0.14810965955257416, + 0.04380388185381889, + 0.1469706892967224, + 0.18832100927829742, + 0.038246601819992065, + 0.034668128937482834, + 0.017971167340874672, + 0.07241141051054001 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.012559722177684307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05977841094136238, + 0.15769200026988983, + 0.05002322793006897, + 0.03164510056376457, + 0.038575295358896255, + 0.2803404927253723, + 0.06612543016672134, + 0.06244730204343796, + 0.11983218789100647, + 0.13354051113128662 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867626428604126 + ], + "opposite_logprob_tokens": [ + -1.2236762046813965 + ], + "logprob_reward": -0.34867626428604126, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34867626428604126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09023553133010864, + 0.2614673674106598, + 0.06543443351984024, + 0.03415476530790329, + 0.052728552371263504, + 0.10959997773170471, + 0.06316079944372177, + 0.02179843559861183, + 0.23677301406860352, + 0.0646471306681633 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.34867626428604126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static wide-angle view taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small wooden fishing boat painted a faded red visible as the sole focal point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show a massive wave lifting the boat's bow almost perpendicular to the surface before slamming it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat visibly swaying from side to side while struggling to maintain balance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extremely clear and crisp with no motion blur, freezing every splash and wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379324436187744 + ], + "opposite_logprob_tokens": [ + -0.11293234676122665 + ], + "logprob_reward": -2.2379324436187744, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379324436187744, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17986053228378296, + 0.0673457533121109, + 0.06607786566019058, + 0.05628526210784912, + 0.175885871052742, + 0.09533032029867172, + 0.0680251270532608, + 0.06340257823467255, + 0.1785910576581955, + 0.049195583909749985 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -2.2379324436187744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_tensor([9770, 9770])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_tensor([9770, 9770])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c7534aada326d16cd535fe88eafc67c3a549afd3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_tensor([9770, 9770])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a kind, middle-aged mother, standing quietly beside a carved, dark brown wooden window. Her graying hair is pulled back in a graceful bun, a few strands of silver caressing her ears. Her face is etched with the gentle wrinkles of time. She wears a simple, light beige cotton and linen blouse with a Chinese-style button-down pattern, delicately textured. A soft, afternoon sun filters through the window, casting dappled, warm shadows on her cheeks and shoulders, illuminating the fine dust particles floating in the air. She leans slightly toward the window, a gentle smile perpetually on her face, her lips naturally raised, her eyes etched with warm crow's feet. Her eyes are filled with love and tranquility, as if lost in beautiful memories. Beyond the window lies a hazy Jiangnan courtyard, a few stalks of green bamboo and a corner of a rising eaves faintly visible in the soft light. The main colors of the whole picture are warm brown and beige, creating a peaceful, warm and nostalgic atmosphere.", + "seed": 8955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_9770_seed_8955_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016998799750581384, + "vlm_logprob": -0.016998799750581384, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.016998799750581384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006865601986646652 + ], + "opposite_logprob_tokens": [ + -5.006865501403809 + ], + "logprob_reward": -0.006865601986646652, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006865601986646652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21407243609428406, + 0.0683252289891243, + 0.10807087272405624, + 0.040580976754426956, + 0.07622815668582916, + 0.09010234475135803, + 0.1603320688009262, + 0.09119519591331482, + 0.08733543008565903, + 0.0637572705745697 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.006865601986646652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108629535883665 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.01108629535883665, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108629535883665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23035922646522522, + 0.07734331488609314, + 0.13138604164123535, + 0.03632932901382446, + 0.034008853137493134, + 0.02149796299636364, + 0.0862027034163475, + 0.12799519300460815, + 0.15521156787872314, + 0.0996658056974411 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01108629535883665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000918681500479579 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.000918681500479579, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000918681500479579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14090880751609802, + 0.18208207190036774, + 0.09594377130270004, + 0.05767832696437836, + 0.04764944314956665, + 0.056759487837553024, + 0.1004597395658493, + 0.09472692757844925, + 0.14591588079929352, + 0.07787556946277618 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.000918681500479579 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1952553540468216, + 0.13676616549491882, + 0.15054650604724884, + 0.05486803501844406, + 0.04125240817666054, + 0.10493925958871841, + 0.09354721009731293, + 0.08778280764818192, + 0.07408498972654343, + 0.06095733121037483 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004093957599252462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062029462307691574 + ], + "opposite_logprob_tokens": [ + -2.8120293617248535 + ], + "logprob_reward": -0.062029462307691574, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062029462307691574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615181863307953, + 0.2296053171157837, + 0.12307129055261612, + 0.03275470808148384, + 0.03115939535200596, + 0.019799185916781425, + 0.15832872688770294, + 0.07493302971124649, + 0.12161068618297577, + 0.047219421714544296 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.062029462307691574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a kind, middle-aged mother, standing quietly beside a carved, dark brown wooden window. Her graying hair is pulled back in a graceful bun, a few strands of silver caressing her ears. Her face is etched with the gentle wrinkles of time. She wears a simple, light beige cotton and linen blouse with a Chinese-style button-down pattern, delicately textured. A soft, afternoon sun filters through the window, casting dappled, warm shadows on her cheeks and shoulders, illuminating the fine dust particles floating in the air. She leans slightly toward the window, a gentle smile perpetually on her face, her lips naturally raised, her eyes etched with warm crow's feet. Her eyes are filled with love and tranquility, as if lost in beautiful memories. Beyond the window lies a hazy Jiangnan courtyard, a few stalks of green bamboo and a corner of a rising eaves faintly visible in the soft light. The main colors of the whole picture are warm brown and beige, creating a peaceful, warm and nostalgic atmosphere.", + "seed": 8956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_9770_seed_8956_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010342773608863353, + "vlm_logprob": -0.010342773608863353, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.010342773608863353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020816775038838387 + ], + "opposite_logprob_tokens": [ + -3.8958168029785156 + ], + "logprob_reward": -0.020816775038838387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020816775038838387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5678744316101074, + 0.052636224776506424, + 0.0480603352189064, + 0.03026098757982254, + 0.04706333205103874, + 0.04280751943588257, + 0.029191406443715096, + 0.039268482476472855, + 0.06498906761407852, + 0.07784818857908249 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.020816775038838387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556543573737144 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556543573737144, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556543573737144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33549460768699646, + 0.11986314505338669, + 0.08267857134342194, + 0.05912956967949867, + 0.06639163941144943, + 0.06579127907752991, + 0.054529424756765366, + 0.09487949311733246, + 0.07264394313097, + 0.04859836399555206 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012556543573737144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021967582870274782 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021967582870274782, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021967582870274782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39259567856788635, + 0.09277240931987762, + 0.08562316000461578, + 0.07555408030748367, + 0.09339233487844467, + 0.07109538465738297, + 0.026482444256544113, + 0.06998913735151291, + 0.060337357223033905, + 0.03215808793902397 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0021967582870274782 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3612978756427765, + 0.11629566550254822, + 0.05713801831007004, + 0.053400684148073196, + 0.05235929787158966, + 0.09029113501310349, + 0.093291275203228, + 0.04853670671582222, + 0.05478581041097641, + 0.07260356098413467 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529348954558372 + ], + "opposite_logprob_tokens": [ + -4.387529373168945 + ], + "logprob_reward": -0.012529348954558372, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529348954558372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4302841126918793, + 0.07804923504590988, + 0.0802905336022377, + 0.036131877452135086, + 0.06601510941982269, + 0.0817035585641861, + 0.06771491467952728, + 0.05405779182910919, + 0.036274973303079605, + 0.06947790086269379 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.012529348954558372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a kind, middle-aged mother, standing quietly beside a carved, dark brown wooden window. Her graying hair is pulled back in a graceful bun, a few strands of silver caressing her ears. Her face is etched with the gentle wrinkles of time. She wears a simple, light beige cotton and linen blouse with a Chinese-style button-down pattern, delicately textured. A soft, afternoon sun filters through the window, casting dappled, warm shadows on her cheeks and shoulders, illuminating the fine dust particles floating in the air. She leans slightly toward the window, a gentle smile perpetually on her face, her lips naturally raised, her eyes etched with warm crow's feet. Her eyes are filled with love and tranquility, as if lost in beautiful memories. Beyond the window lies a hazy Jiangnan courtyard, a few stalks of green bamboo and a corner of a rising eaves faintly visible in the soft light. The main colors of the whole picture are warm brown and beige, creating a peaceful, warm and nostalgic atmosphere.", + "seed": 8957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_9770_seed_8957_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010651325155049563, + "vlm_logprob": -0.010651325155049563, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.010651325155049563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023495826870203018 + ], + "opposite_logprob_tokens": [ + -3.77349591255188 + ], + "logprob_reward": -0.023495826870203018, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023495826870203018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3202638328075409, + 0.0713886097073555, + 0.19618414342403412, + 0.052789848297834396, + 0.16671979427337646, + 0.035173896700143814, + 0.03494848683476448, + 0.051528915762901306, + 0.028134074062108994, + 0.042868390679359436 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.023495826870203018 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962086841464043 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005962086841464043, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962086841464043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12461312860250473, + 0.06925614178180695, + 0.22514201700687408, + 0.03162030503153801, + 0.22102805972099304, + 0.06846021115779877, + 0.029405904933810234, + 0.04469587281346321, + 0.055369000881910324, + 0.13040940463542938 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.005962086841464043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040924143977463245 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.0040924143977463245, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040924143977463245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30257734656333923, + 0.038814302533864975, + 0.05262608081102371, + 0.04744158685207367, + 0.10244843363761902, + 0.03837347403168678, + 0.08226489275693893, + 0.14876963198184967, + 0.09986697882413864, + 0.08681733161211014 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0040924143977463245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638276718556881 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638276718556881, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638276718556881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18015898764133453, + 0.13868914544582367, + 0.08915422111749649, + 0.0335739366710186, + 0.1503174602985382, + 0.07557695358991623, + 0.06526930630207062, + 0.15201233327388763, + 0.06043066456913948, + 0.05481705814599991 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.008638276718556881 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13295221328735352, + 0.08425918221473694, + 0.3101632297039032, + 0.038850266486406326, + 0.11222033947706223, + 0.08263152092695236, + 0.05253387242555618, + 0.028837550431489944, + 0.11698254942893982, + 0.040569279342889786 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.011068020947277546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a kind, middle-aged mother, standing quietly beside a carved, dark brown wooden window. Her graying hair is pulled back in a graceful bun, a few strands of silver caressing her ears. Her face is etched with the gentle wrinkles of time. She wears a simple, light beige cotton and linen blouse with a Chinese-style button-down pattern, delicately textured. A soft, afternoon sun filters through the window, casting dappled, warm shadows on her cheeks and shoulders, illuminating the fine dust particles floating in the air. She leans slightly toward the window, a gentle smile perpetually on her face, her lips naturally raised, her eyes etched with warm crow's feet. Her eyes are filled with love and tranquility, as if lost in beautiful memories. Beyond the window lies a hazy Jiangnan courtyard, a few stalks of green bamboo and a corner of a rising eaves faintly visible in the soft light. The main colors of the whole picture are warm brown and beige, creating a peaceful, warm and nostalgic atmosphere.", + "seed": 8958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_15/index_9770_seed_8958_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012305076699703932, + "vlm_logprob": -0.012305076699703932, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.012305076699703932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020926401019096375 + ], + "opposite_logprob_tokens": [ + -3.8959264755249023 + ], + "logprob_reward": -0.020926401019096375, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020926401019096375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20171721279621124, + 0.054179150611162186, + 0.08398725092411041, + 0.15754567086696625, + 0.09048889577388763, + 0.03725564107298851, + 0.05962074175477028, + 0.05510737746953964, + 0.07789693772792816, + 0.18220113217830658 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.020926401019096375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06364995986223221, + 0.3371957540512085, + 0.04932057857513428, + 0.12006381154060364, + 0.02609914541244507, + 0.051444005221128464, + 0.14575323462486267, + 0.07346344739198685, + 0.060632094740867615, + 0.07237795740365982 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.01421563234180212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021967582870274782 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021967582870274782, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021967582870274782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1626511514186859, + 0.11184129118919373, + 0.10990465432405472, + 0.14305554330348969, + 0.05370906740427017, + 0.11504098027944565, + 0.025281840935349464, + 0.07357732951641083, + 0.15271282196044922, + 0.052225321531295776 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0021967582870274782 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141148641705513, + 0.08773624151945114, + 0.07644308358430862, + 0.15610526502132416, + 0.13025078177452087, + 0.13029487431049347, + 0.07585286349058151, + 0.0654921680688858, + 0.09339962899684906, + 0.04327636957168579 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged woman with graying hair styled in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a light beige cotton and linen blouse with a Chinese-style button-down pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beside a carved, dark brown wooden window with a hazy Jiangnan courtyard visible outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by soft afternoon sun casting dappled shadows and illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, medium-length close-up from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572030916810036 + ], + "opposite_logprob_tokens": [ + -3.8955719470977783 + ], + "logprob_reward": -0.020572030916810036, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572030916810036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09077967703342438, + 0.5039307475090027, + 0.06365728378295898, + 0.03462397679686546, + 0.01959329843521118, + 0.039211567491292953, + 0.056106340140104294, + 0.0809747651219368, + 0.03809265419840813, + 0.07302966713905334 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.020572030916810036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_tensor([1691, 1691])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_tensor([1691, 1691])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cb78e00b5f4c0aa20d323edc12f52179d2e82247 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_tensor([1691, 1691])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a medium shot, shot from a slightly upward angle, capturing an elderly woman with silver hair tied in a simple bun, nestled in a tranquil Chinese courtyard in late autumn. She wears a dark blue, double-breasted, coarse cloth training suit, the fabric appearing worn yet crisp and neat. She exudes a timeless calmness. Golden ginkgo leaves and crimson maple leaves slowly fall from sparse branches, forming a thick, vibrant carpet beneath her feet. Her hands steady a pristine longsword, its hilt clad in dark wood, aged by time. The brass guard gleams with a dull luster in the afternoon sun. She lowers herself, her center of gravity steady, her gaze fixed firmly ahead. With a slow, restrained, and powerful turn, the ancient sword traces a steady, flowing arc through the air, its wind gently sweeping up a few fallen leaves, swirling with them. At this point, the camera begins to move in very slowly and smoothly, gradually blurring the background courtyard and focusing entirely on her. Finally, the camera lingers on a close-up of her weathered face, each deep wrinkle telling a long story. Her slightly cloudy yet eagle-like eyes gleam with unyielding focus. The entire scene, bathed in soft, warm light, creates a tranquil atmosphere of solemnity, focus, and power.", + "seed": 14139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_1691_seed_14139_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07481007939204573, + "vlm_logprob": -0.07481007939204573, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07481007939204573, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038433585315942764 + ], + "opposite_logprob_tokens": [ + -3.28843355178833 + ], + "logprob_reward": -0.038433585315942764, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038433585315942764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07917992025613785, + 0.11557606607675552, + 0.11150795966386795, + 0.09415984898805618, + 0.20276740193367004, + 0.06025790795683861, + 0.15535081923007965, + 0.034651413559913635, + 0.06253359466791153, + 0.08401506394147873 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.038433585315942764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364075019955635 + ], + "opposite_logprob_tokens": [ + -3.6513640880584717 + ], + "logprob_reward": -0.026364075019955635, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364075019955635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0746954157948494, + 0.1141102984547615, + 0.0656999796628952, + 0.03162844479084015, + 0.10488707572221756, + 0.07175727188587189, + 0.3249203860759735, + 0.029166385531425476, + 0.056190282106399536, + 0.1269443780183792 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.026364075019955635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299021646380424 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023299021646380424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299021646380424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18371255695819855, + 0.06479300558567047, + 0.05034603551030159, + 0.062492650002241135, + 0.06881216168403625, + 0.046136725693941116, + 0.25455331802368164, + 0.05647200345993042, + 0.1492353230714798, + 0.06344623863697052 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.023299021646380424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131532669067383 + ], + "opposite_logprob_tokens": [ + -1.4063153266906738 + ], + "logprob_reward": -0.28131532669067383, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131532669067383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09600994735956192, + 0.26027148962020874, + 0.11239203810691833, + 0.06572329252958298, + 0.15894383192062378, + 0.047730252146720886, + 0.060053564608097076, + 0.027610668912529945, + 0.08812510967254639, + 0.08313973248004913 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.28131532669067383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07998286187648773, + 0.10646752268075943, + 0.08433257788419724, + 0.08233270794153214, + 0.09830795228481293, + 0.04653966799378395, + 0.21861205995082855, + 0.04975555092096329, + 0.1441471129655838, + 0.08952192962169647 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.00463838828727603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, shot from a slightly upward angle, capturing an elderly woman with silver hair tied in a simple bun, nestled in a tranquil Chinese courtyard in late autumn. She wears a dark blue, double-breasted, coarse cloth training suit, the fabric appearing worn yet crisp and neat. She exudes a timeless calmness. Golden ginkgo leaves and crimson maple leaves slowly fall from sparse branches, forming a thick, vibrant carpet beneath her feet. Her hands steady a pristine longsword, its hilt clad in dark wood, aged by time. The brass guard gleams with a dull luster in the afternoon sun. She lowers herself, her center of gravity steady, her gaze fixed firmly ahead. With a slow, restrained, and powerful turn, the ancient sword traces a steady, flowing arc through the air, its wind gently sweeping up a few fallen leaves, swirling with them. At this point, the camera begins to move in very slowly and smoothly, gradually blurring the background courtyard and focusing entirely on her. Finally, the camera lingers on a close-up of her weathered face, each deep wrinkle telling a long story. Her slightly cloudy yet eagle-like eyes gleam with unyielding focus. The entire scene, bathed in soft, warm light, creates a tranquil atmosphere of solemnity, focus, and power.", + "seed": 14140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_1691_seed_14140_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05103344870731234, + "vlm_logprob": -0.05103344870731234, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05103344870731234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14304308593273163 + ], + "opposite_logprob_tokens": [ + -2.018043041229248 + ], + "logprob_reward": -0.14304308593273163, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14304308593273163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07926559448242188, + 0.2552337050437927, + 0.04336913675069809, + 0.04168269783258438, + 0.07598648965358734, + 0.1550023853778839, + 0.11661265790462494, + 0.1170637458562851, + 0.07276339828968048, + 0.043020203709602356 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.14304308593273163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099709898233414 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099709898233414, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099709898233414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13587401807308197, + 0.1964915692806244, + 0.09370745718479156, + 0.054205697029829025, + 0.06308749318122864, + 0.07397953420877457, + 0.08432306349277496, + 0.18325580656528473, + 0.06707911193370819, + 0.04799623042345047 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.038099709898233414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736662704497576 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736662704497576, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736662704497576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1941092163324356, + 0.07543344795703888, + 0.05049467831850052, + 0.09940718114376068, + 0.10221310704946518, + 0.08719813823699951, + 0.06610125303268433, + 0.11496992409229279, + 0.11938270181417465, + 0.09069043397903442 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.006736662704497576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203719228506088 + ], + "opposite_logprob_tokens": [ + -2.812037229537964 + ], + "logprob_reward": -0.06203719228506088, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203719228506088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056504689157009125, + 0.1823749989271164, + 0.04241625592112541, + 0.06799865514039993, + 0.03716092184185982, + 0.11790820956230164, + 0.08589936792850494, + 0.07212778180837631, + 0.29045218229293823, + 0.04715687036514282 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.06203719228506088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250592716038227 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250592716038227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250592716038227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14782287180423737, + 0.212415412068367, + 0.03737233206629753, + 0.07962771505117416, + 0.07455465942621231, + 0.05508708208799362, + 0.03373325988650322, + 0.046801019459962845, + 0.258318692445755, + 0.0542670376598835 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.005250592716038227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, shot from a slightly upward angle, capturing an elderly woman with silver hair tied in a simple bun, nestled in a tranquil Chinese courtyard in late autumn. She wears a dark blue, double-breasted, coarse cloth training suit, the fabric appearing worn yet crisp and neat. She exudes a timeless calmness. Golden ginkgo leaves and crimson maple leaves slowly fall from sparse branches, forming a thick, vibrant carpet beneath her feet. Her hands steady a pristine longsword, its hilt clad in dark wood, aged by time. The brass guard gleams with a dull luster in the afternoon sun. She lowers herself, her center of gravity steady, her gaze fixed firmly ahead. With a slow, restrained, and powerful turn, the ancient sword traces a steady, flowing arc through the air, its wind gently sweeping up a few fallen leaves, swirling with them. At this point, the camera begins to move in very slowly and smoothly, gradually blurring the background courtyard and focusing entirely on her. Finally, the camera lingers on a close-up of her weathered face, each deep wrinkle telling a long story. Her slightly cloudy yet eagle-like eyes gleam with unyielding focus. The entire scene, bathed in soft, warm light, creates a tranquil atmosphere of solemnity, focus, and power.", + "seed": 14141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_1691_seed_14141_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049876632541418074, + "vlm_logprob": -0.049876632541418074, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.049876632541418074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020815256983041763 + ], + "opposite_logprob_tokens": [ + -3.895815372467041 + ], + "logprob_reward": -0.020815256983041763, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020815256983041763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5897983908653259, + 0.023184191435575485, + 0.023277664557099342, + 0.01699718087911606, + 0.06438912451267242, + 0.11653845012187958, + 0.03895457834005356, + 0.03965827822685242, + 0.048312947154045105, + 0.03888914734125137 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.020815256983041763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356760412454605 + ], + "opposite_logprob_tokens": [ + -3.6513566970825195 + ], + "logprob_reward": -0.026356760412454605, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356760412454605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6070768237113953, + 0.028774436563253403, + 0.03055988810956478, + 0.02174993045628071, + 0.06904084980487823, + 0.08388541638851166, + 0.04324484243988991, + 0.041199199855327606, + 0.03458050638437271, + 0.03988813981413841 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.026356760412454605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544417753815651 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544417753815651, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544417753815651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1791275441646576, + 0.1510114222764969, + 0.07256010919809341, + 0.1426345258951187, + 0.054275937378406525, + 0.14103496074676514, + 0.0556781031191349, + 0.08154167979955673, + 0.06271785497665405, + 0.05941782146692276 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012544417753815651 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798875629901886 + ], + "opposite_logprob_tokens": [ + -1.8048875331878662 + ], + "logprob_reward": -0.1798875629901886, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798875629901886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3290973901748657, + 0.08719217032194138, + 0.058888304978609085, + 0.05012066662311554, + 0.07269760966300964, + 0.0749635100364685, + 0.11287253350019455, + 0.07665112614631653, + 0.055065106600522995, + 0.08245167881250381 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.1798875629901886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7439054250717163, + 0.03418852761387825, + 0.02006688341498375, + 0.02260749787092209, + 0.02911023609340191, + 0.044365644454956055, + 0.03878369182348251, + 0.030359089374542236, + 0.019330590963363647, + 0.017282364889979362 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00977916456758976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, shot from a slightly upward angle, capturing an elderly woman with silver hair tied in a simple bun, nestled in a tranquil Chinese courtyard in late autumn. She wears a dark blue, double-breasted, coarse cloth training suit, the fabric appearing worn yet crisp and neat. She exudes a timeless calmness. Golden ginkgo leaves and crimson maple leaves slowly fall from sparse branches, forming a thick, vibrant carpet beneath her feet. Her hands steady a pristine longsword, its hilt clad in dark wood, aged by time. The brass guard gleams with a dull luster in the afternoon sun. She lowers herself, her center of gravity steady, her gaze fixed firmly ahead. With a slow, restrained, and powerful turn, the ancient sword traces a steady, flowing arc through the air, its wind gently sweeping up a few fallen leaves, swirling with them. At this point, the camera begins to move in very slowly and smoothly, gradually blurring the background courtyard and focusing entirely on her. Finally, the camera lingers on a close-up of her weathered face, each deep wrinkle telling a long story. Her slightly cloudy yet eagle-like eyes gleam with unyielding focus. The entire scene, bathed in soft, warm light, creates a tranquil atmosphere of solemnity, focus, and power.", + "seed": 14142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_2/index_1691_seed_14142_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0780010320711881, + "vlm_logprob": -0.0780010320711881, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0780010320711881, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07026231288909912 + ], + "opposite_logprob_tokens": [ + -2.6952624320983887 + ], + "logprob_reward": -0.07026231288909912, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07026231288909912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08382117003202438, + 0.04033026844263077, + 0.15336976945400238, + 0.12175159156322479, + 0.03837353363633156, + 0.05311809852719307, + 0.09202820807695389, + 0.08355186879634857, + 0.16018469631671906, + 0.17347083985805511 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.07026231288909912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595503970980644 + ], + "opposite_logprob_tokens": [ + -3.8955955505371094 + ], + "logprob_reward": -0.020595503970980644, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595503970980644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11524329334497452, + 0.047509126365184784, + 0.14862561225891113, + 0.34084758162498474, + 0.10400090366601944, + 0.030797570943832397, + 0.05116652324795723, + 0.03340568020939827, + 0.03644849359989166, + 0.09195514023303986 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.020595503970980644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200588688254356 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200588688254356, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200588688254356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09576457738876343, + 0.08303637057542801, + 0.09085287153720856, + 0.08507542312145233, + 0.05819050595164299, + 0.03455348685383797, + 0.16241736710071564, + 0.20279096066951752, + 0.10701814293861389, + 0.08030030876398087 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.014200588688254356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133195638656616 + ], + "opposite_logprob_tokens": [ + -1.406332015991211 + ], + "logprob_reward": -0.28133195638656616, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133195638656616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2329777330160141, + 0.10209482908248901, + 0.10241330415010452, + 0.15207639336585999, + 0.05802491679787636, + 0.05274262651801109, + 0.057592831552028656, + 0.07079900056123734, + 0.11746283620595932, + 0.05381543189287186 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.28133195638656616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair tied in a simple bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue, double-breasted, coarse cloth training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a Chinese courtyard with falling ginkgo and maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a slow turn with a longsword that sweeps up fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot from an upward angle and end with a close-up of her face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036147984210401773 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036147984210401773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036147984210401773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1646347939968109, + 0.04959702491760254, + 0.04389697685837746, + 0.3194589614868164, + 0.05307063087821007, + 0.020847691223025322, + 0.04371356964111328, + 0.06795977056026459, + 0.158480703830719, + 0.07833987474441528 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0036147984210401773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_tensor([4208, 4208])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_tensor([4208, 4208])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4fd5a1f9328f1a7d6e0b7d73ee6c1d7a18e87712 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_tensor([4208, 4208])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, long, overhead shot, slowly tilting upward from street level, plunges the viewer into a cyberpunk future drenched in perpetual acid rain and shimmering holographic advertisements. Fine acid rain falls like a curtain, creating tiny ripples on the slippery asphalt, while massive, volatile neon advertisements projected between the glass facades of skyscrapers cast eerie, hypersaturated blues, purples, and pinks against the gloomy night sky. Against this chaotic backdrop, the colossal Godzilla clashes fiercely with a comparable mechanical behemoth. Godzilla's rough, rock-gray scales gleam wetly in the rain, an ominous atomic blue shimmering through the gaps between them. Godzilla leans forward slightly, muscles tense, brimming with primal fury. The opposing behemoth is constructed of polished titanium and carbon fiber, its geometric armor gleaming with a cold metallic sheen. Complex hydraulic lines and glowing red sensors crisscross its body, its shoulder-mounted weapon systems activated. Suddenly, Godzilla's dorsal fins began to light up one by one, emitting a pulsating blue light, and a hot atomic breath suddenly burst out from its open jaws. At the same time, the core reactor in the chest of the mechanical monster burst into a dazzling white light, and a precise beam of plasma energy shot towards it. The two destructive energies collided violently in mid-air, producing a spherical, distorted energy explosion, which instantly split the gloomy sky and illuminated the entire city, creating a tense, grand and doomsday atmosphere of epic confrontation.", + "seed": 15456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_4208_seed_15456_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17102479601744563, + "vlm_logprob": -0.17102479601744563, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.17102479601744563, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7663294076919556 + ], + "opposite_logprob_tokens": [ + -0.6413294076919556 + ], + "logprob_reward": -0.7663294076919556, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7663294076919556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11119391024112701, + 0.09979742020368576, + 0.05537419393658638, + 0.033309176564216614, + 0.04020225256681442, + 0.09656123071908951, + 0.18446902930736542, + 0.10620223730802536, + 0.07087185978889465, + 0.2020186483860016 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.7663294076919556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901786267757416 + ], + "opposite_logprob_tokens": [ + -2.5790178775787354 + ], + "logprob_reward": -0.07901786267757416, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901786267757416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22707712650299072, + 0.08226612210273743, + 0.06127527356147766, + 0.04489486664533615, + 0.11567442864179611, + 0.06226171925663948, + 0.0910363644361496, + 0.11946458369493484, + 0.061009373515844345, + 0.13504022359848022 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.07901786267757416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197202691808343 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197202691808343, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197202691808343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20229139924049377, + 0.2745692729949951, + 0.04301919415593147, + 0.04906279221177101, + 0.04394468292593956, + 0.036448098719120026, + 0.18566261231899261, + 0.04804263636469841, + 0.03310929983854294, + 0.0838499441742897 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.003197202691808343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019453902496024966 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019453902496024966, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019453902496024966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1881021410226822, + 0.08333809673786163, + 0.053524889051914215, + 0.035771794617176056, + 0.06922709941864014, + 0.07835499942302704, + 0.19902953505516052, + 0.13081063330173492, + 0.05957478657364845, + 0.10226608067750931 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0019453902496024966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14909426867961884, + 0.05605638399720192, + 0.06021583825349808, + 0.05871478095650673, + 0.11998371034860611, + 0.08162613958120346, + 0.17003290355205536, + 0.12391622364521027, + 0.05922230705618858, + 0.12113747000694275 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.004634116776287556 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long, overhead shot, slowly tilting upward from street level, plunges the viewer into a cyberpunk future drenched in perpetual acid rain and shimmering holographic advertisements. Fine acid rain falls like a curtain, creating tiny ripples on the slippery asphalt, while massive, volatile neon advertisements projected between the glass facades of skyscrapers cast eerie, hypersaturated blues, purples, and pinks against the gloomy night sky. Against this chaotic backdrop, the colossal Godzilla clashes fiercely with a comparable mechanical behemoth. Godzilla's rough, rock-gray scales gleam wetly in the rain, an ominous atomic blue shimmering through the gaps between them. Godzilla leans forward slightly, muscles tense, brimming with primal fury. The opposing behemoth is constructed of polished titanium and carbon fiber, its geometric armor gleaming with a cold metallic sheen. Complex hydraulic lines and glowing red sensors crisscross its body, its shoulder-mounted weapon systems activated. Suddenly, Godzilla's dorsal fins began to light up one by one, emitting a pulsating blue light, and a hot atomic breath suddenly burst out from its open jaws. At the same time, the core reactor in the chest of the mechanical monster burst into a dazzling white light, and a precise beam of plasma energy shot towards it. The two destructive energies collided violently in mid-air, producing a spherical, distorted energy explosion, which instantly split the gloomy sky and illuminated the entire city, creating a tense, grand and doomsday atmosphere of epic confrontation.", + "seed": 15457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_4208_seed_15457_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2039422164671123, + "vlm_logprob": -0.2039422164671123, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.2039422164671123, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9804503917694092 + ], + "opposite_logprob_tokens": [ + -0.4804503917694092 + ], + "logprob_reward": -0.9804503917694092, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9804503917694092, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1245625764131546, + 0.09962834417819977, + 0.16046102344989777, + 0.08615383505821228, + 0.07978963106870651, + 0.19235721230506897, + 0.07651185989379883, + 0.057938627898693085, + 0.05386611446738243, + 0.06873080879449844 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.9804503917694092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321032524108887 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.023321032524108887, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321032524108887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12073212116956711, + 0.11745837330818176, + 0.20011651515960693, + 0.028544288128614426, + 0.04012271389365196, + 0.3807225823402405, + 0.020702039822936058, + 0.045601122081279755, + 0.03044586442410946, + 0.015554339624941349 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.023321032524108887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031994604505598545 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.0031994604505598545, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031994604505598545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09902043640613556, + 0.1128530353307724, + 0.11692612618207932, + 0.10690778493881226, + 0.08941648155450821, + 0.2782103717327118, + 0.030040018260478973, + 0.022340143099427223, + 0.04902731999754906, + 0.09525826573371887 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.0031994604505598545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041038114577531815 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.0041038114577531815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041038114577531815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1902981698513031, + 0.16715264320373535, + 0.06981843709945679, + 0.03942518308758736, + 0.11771393567323685, + 0.06446091830730438, + 0.14160361886024475, + 0.0445273295044899, + 0.03430633246898651, + 0.13069342076778412 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0041038114577531815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18124665319919586, + 0.062127888202667236, + 0.0575055368244648, + 0.041609711945056915, + 0.05556999891996384, + 0.23557181656360626, + 0.08364756405353546, + 0.04820021986961365, + 0.06511978060007095, + 0.16940082609653473 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.008636386133730412 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long, overhead shot, slowly tilting upward from street level, plunges the viewer into a cyberpunk future drenched in perpetual acid rain and shimmering holographic advertisements. Fine acid rain falls like a curtain, creating tiny ripples on the slippery asphalt, while massive, volatile neon advertisements projected between the glass facades of skyscrapers cast eerie, hypersaturated blues, purples, and pinks against the gloomy night sky. Against this chaotic backdrop, the colossal Godzilla clashes fiercely with a comparable mechanical behemoth. Godzilla's rough, rock-gray scales gleam wetly in the rain, an ominous atomic blue shimmering through the gaps between them. Godzilla leans forward slightly, muscles tense, brimming with primal fury. The opposing behemoth is constructed of polished titanium and carbon fiber, its geometric armor gleaming with a cold metallic sheen. Complex hydraulic lines and glowing red sensors crisscross its body, its shoulder-mounted weapon systems activated. Suddenly, Godzilla's dorsal fins began to light up one by one, emitting a pulsating blue light, and a hot atomic breath suddenly burst out from its open jaws. At the same time, the core reactor in the chest of the mechanical monster burst into a dazzling white light, and a precise beam of plasma energy shot towards it. The two destructive energies collided violently in mid-air, producing a spherical, distorted energy explosion, which instantly split the gloomy sky and illuminated the entire city, creating a tense, grand and doomsday atmosphere of epic confrontation.", + "seed": 15458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_4208_seed_15458_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2621159840142354, + "vlm_logprob": -0.2621159840142354, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.2621159840142354, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1409258842468262 + ], + "opposite_logprob_tokens": [ + -0.39092591404914856 + ], + "logprob_reward": -1.1409258842468262, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1409258842468262, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10916665196418762, + 0.06818243116140366, + 0.06400521844625473, + 0.06809870898723602, + 0.04907156527042389, + 0.03629329800605774, + 0.06259788572788239, + 0.05234195291996002, + 0.0583256334066391, + 0.4319166839122772 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.1409258842468262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041795909404755 + ], + "opposite_logprob_tokens": [ + -1.910417914390564 + ], + "logprob_reward": -0.16041795909404755, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041795909404755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09163197129964828, + 0.1510634869337082, + 0.09013570845127106, + 0.052111610770225525, + 0.016431013122200966, + 0.036296069622039795, + 0.08409205824136734, + 0.046921707689762115, + 0.17251421511173248, + 0.2588021457195282 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.16041795909404755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199222730472684 + ], + "opposite_logprob_tokens": [ + -5.753199100494385 + ], + "logprob_reward": -0.003199222730472684, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199222730472684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16525986790657043, + 0.09182456880807877, + 0.08134542405605316, + 0.05269034579396248, + 0.04923521727323532, + 0.05475672334432602, + 0.22813917696475983, + 0.0541725754737854, + 0.13574983179569244, + 0.08682621270418167 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.003199222730472684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019450333202257752 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019450333202257752, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019450333202257752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1698850691318512, + 0.12087148427963257, + 0.10169816017150879, + 0.037196412682533264, + 0.036312542855739594, + 0.07752187550067902, + 0.08948839455842972, + 0.051990266889333725, + 0.2220960557460785, + 0.09293974190950394 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.0019450333202257752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091820679605007 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091820679605007, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091820679605007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17247502505779266, + 0.12442658096551895, + 0.09179838746786118, + 0.033363550901412964, + 0.04049265384674072, + 0.05200538411736488, + 0.08761405199766159, + 0.09739755094051361, + 0.20281247794628143, + 0.09761439263820648 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.004091820679605007 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long, overhead shot, slowly tilting upward from street level, plunges the viewer into a cyberpunk future drenched in perpetual acid rain and shimmering holographic advertisements. Fine acid rain falls like a curtain, creating tiny ripples on the slippery asphalt, while massive, volatile neon advertisements projected between the glass facades of skyscrapers cast eerie, hypersaturated blues, purples, and pinks against the gloomy night sky. Against this chaotic backdrop, the colossal Godzilla clashes fiercely with a comparable mechanical behemoth. Godzilla's rough, rock-gray scales gleam wetly in the rain, an ominous atomic blue shimmering through the gaps between them. Godzilla leans forward slightly, muscles tense, brimming with primal fury. The opposing behemoth is constructed of polished titanium and carbon fiber, its geometric armor gleaming with a cold metallic sheen. Complex hydraulic lines and glowing red sensors crisscross its body, its shoulder-mounted weapon systems activated. Suddenly, Godzilla's dorsal fins began to light up one by one, emitting a pulsating blue light, and a hot atomic breath suddenly burst out from its open jaws. At the same time, the core reactor in the chest of the mechanical monster burst into a dazzling white light, and a precise beam of plasma energy shot towards it. The two destructive energies collided violently in mid-air, producing a spherical, distorted energy explosion, which instantly split the gloomy sky and illuminated the entire city, creating a tense, grand and doomsday atmosphere of epic confrontation.", + "seed": 15459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_3/index_4208_seed_15459_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3098348325584084, + "vlm_logprob": -0.3098348325584084, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.3098348325584084, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4110894203186035 + ], + "opposite_logprob_tokens": [ + -0.28608939051628113 + ], + "logprob_reward": -1.4110894203186035, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4110894203186035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13187336921691895, + 0.044882632791996, + 0.08335067331790924, + 0.02406046725809574, + 0.02248913049697876, + 0.16592338681221008, + 0.03608676791191101, + 0.05562841519713402, + 0.08710643649101257, + 0.34859877824783325 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -1.4110894203186035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12713466584682465 + ], + "opposite_logprob_tokens": [ + -2.1271345615386963 + ], + "logprob_reward": -0.12713466584682465, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12713466584682465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13371045887470245, + 0.07412316650152206, + 0.11378999799489975, + 0.029498541727662086, + 0.025549793615937233, + 0.1257384568452835, + 0.040892645716667175, + 0.07508336752653122, + 0.2646431028842926, + 0.11697042733430862 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.12713466584682465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003201718209311366 + ], + "opposite_logprob_tokens": [ + -5.753201484680176 + ], + "logprob_reward": -0.003201718209311366, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003201718209311366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12488169968128204, + 0.06056542694568634, + 0.08246976137161255, + 0.02694840542972088, + 0.012433283030986786, + 0.12587764859199524, + 0.0557902567088604, + 0.044038835912942886, + 0.11752428859472275, + 0.34947043657302856 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.003201718209311366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024963426403701305 + ], + "opposite_logprob_tokens": [ + -6.002496242523193 + ], + "logprob_reward": -0.0024963426403701305, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024963426403701305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058372996747493744, + 0.0347164124250412, + 0.06251648813486099, + 0.02401970885694027, + 0.010298130102455616, + 0.09085630625486374, + 0.047562576830387115, + 0.1170068085193634, + 0.23024645447731018, + 0.3244040906429291 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0024963426403701305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly tilts upward from street level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a cyberpunk city with perpetual acid rain and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are Godzilla and a mechanical behemoth visible clashing in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does Godzilla emit a pulsating blue light from its dorsal fins and a burst of atomic breath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mechanical behemoth emit a white core reactor light and a plasma beam that collides with Godzilla's energy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052520157769322395 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.0052520157769322395, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052520157769322395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09740909934043884, + 0.05613064765930176, + 0.07391367107629776, + 0.028694089502096176, + 0.016243716701865196, + 0.17397789657115936, + 0.03734013810753822, + 0.08392129093408585, + 0.2241523563861847, + 0.20821711421012878 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.0052520157769322395 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_tensor([3649, 3649])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_tensor([3649, 3649])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29c8e444a0264e8ce917846dd764f41eea5009cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_tensor([3649, 3649])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "crisp, static, top-down, high-angle shot offers a perfect bird's-eye view of a vibrantly bouncing ball as it rebounds powerfully across a clean, expansive wooden tabletop. The table, crafted from warm, honey-toned oak, polished to a soft satin, reveals its delicate, linear grain under the bright, even, and diffuse overhead lighting. The ball itself is a chaotic swirl of electric blue, neon yellow, and hot pink, fused together into a glossy, high-density polymer captured in sharp, circular highlights. With each rhythmic impact, the ball compresses almost imperceptibly against the hardwood before rebounding into the air, its rapid rotation blurring the colors into dynamic streaks as it traces a series of graceful, diminishing arcs across the frame. A soft, perfectly circular shadow dances directly below; its dark twin contracts to a point upon impact and expands as the ball soars, creating a hypnotic, playful atmosphere—a pure and minimalist study in motion, color, and physics.", + "seed": 31997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_3649_seed_31997_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0386219184845686, + "vlm_logprob": -0.0386219184845686, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.0386219184845686, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08131255954504013 + ], + "opposite_logprob_tokens": [ + -2.581312656402588 + ], + "logprob_reward": -0.08131255954504013, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08131255954504013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26603278517723083, + 0.04315450042486191, + 0.17747396230697632, + 0.03522371128201485, + 0.04677678272128105, + 0.10704745352268219, + 0.22761031985282898, + 0.023531317710876465, + 0.016540149226784706, + 0.056609079241752625 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.08131255954504013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589781925082207 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.020589781925082207, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589781925082207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03815606236457825, + 0.028174230828881264, + 0.0648517906665802, + 0.008752543479204178, + 0.02446744404733181, + 0.01534237526357174, + 0.7821635603904724, + 0.023204879835247993, + 0.0046283770352602005, + 0.010258855298161507 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.020589781925082207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004271447658539 + ], + "opposite_logprob_tokens": [ + -2.695042610168457 + ], + "logprob_reward": -0.07004271447658539, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004271447658539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16527898609638214, + 0.1452242136001587, + 0.14268063008785248, + 0.06462759524583817, + 0.15959841012954712, + 0.1316947042942047, + 0.11899524182081223, + 0.018486227840185165, + 0.011623304337263107, + 0.041790738701820374 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07004271447658539 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533587403595448 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533587403595448, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533587403595448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10177472978830338, + 0.022397924214601517, + 0.027887774631381035, + 0.01432286761701107, + 0.03793371096253395, + 0.0924067348241806, + 0.6649414300918579, + 0.011770113371312618, + 0.008861091919243336, + 0.017703574150800705 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.012533587403595448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630949072539806 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630949072539806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630949072539806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09882164001464844, + 0.04508848115801811, + 0.0902409702539444, + 0.021077608689665794, + 0.517549455165863, + 0.015641897916793823, + 0.17803902924060822, + 0.00941458996385336, + 0.008130690082907677, + 0.01599559560418129 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.008630949072539806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crisp, static, top-down, high-angle shot offers a perfect bird's-eye view of a vibrantly bouncing ball as it rebounds powerfully across a clean, expansive wooden tabletop. The table, crafted from warm, honey-toned oak, polished to a soft satin, reveals its delicate, linear grain under the bright, even, and diffuse overhead lighting. The ball itself is a chaotic swirl of electric blue, neon yellow, and hot pink, fused together into a glossy, high-density polymer captured in sharp, circular highlights. With each rhythmic impact, the ball compresses almost imperceptibly against the hardwood before rebounding into the air, its rapid rotation blurring the colors into dynamic streaks as it traces a series of graceful, diminishing arcs across the frame. A soft, perfectly circular shadow dances directly below; its dark twin contracts to a point upon impact and expands as the ball soars, creating a hypnotic, playful atmosphere—a pure and minimalist study in motion, color, and physics.", + "seed": 31998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_3649_seed_31998_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04538483042269945, + "vlm_logprob": -0.04538483042269945, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04538483042269945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09337453544139862 + ], + "opposite_logprob_tokens": [ + -2.468374490737915 + ], + "logprob_reward": -0.09337453544139862, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09337453544139862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21390217542648315, + 0.09748925268650055, + 0.07629277557134628, + 0.06236271932721138, + 0.155302494764328, + 0.06743105500936508, + 0.13284841179847717, + 0.04480189085006714, + 0.09820534288883209, + 0.05136386305093765 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.09337453544139862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559369206428528 + ], + "opposite_logprob_tokens": [ + -4.387559413909912 + ], + "logprob_reward": -0.012559369206428528, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559369206428528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3322910666465759, + 0.07125401496887207, + 0.05719682574272156, + 0.06149166449904442, + 0.22767378389835358, + 0.030664904043078423, + 0.02840949408710003, + 0.08753976225852966, + 0.05660461261868477, + 0.046873852610588074 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.012559369206428528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907708525657654 + ], + "opposite_logprob_tokens": [ + -2.4640769958496094 + ], + "logprob_reward": -0.08907708525657654, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907708525657654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15514060854911804, + 0.04888772591948509, + 0.1331595778465271, + 0.1441526710987091, + 0.1417214274406433, + 0.0952252745628357, + 0.08403803408145905, + 0.07262702286243439, + 0.061437565833330154, + 0.06361009180545807 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.08907708525657654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07639569789171219, + 0.07750828564167023, + 0.04546045511960983, + 0.07422439754009247, + 0.4082328975200653, + 0.048781443387269974, + 0.033569276332855225, + 0.028009643778204918, + 0.12886472046375275, + 0.07895316928625107 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327677607536316 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327677607536316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327677607536316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14554700255393982, + 0.1618855595588684, + 0.08716961741447449, + 0.04132385551929474, + 0.29320818185806274, + 0.042367804795503616, + 0.05009349435567856, + 0.038391344249248505, + 0.09052051603794098, + 0.04949263483285904 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02327677607536316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crisp, static, top-down, high-angle shot offers a perfect bird's-eye view of a vibrantly bouncing ball as it rebounds powerfully across a clean, expansive wooden tabletop. The table, crafted from warm, honey-toned oak, polished to a soft satin, reveals its delicate, linear grain under the bright, even, and diffuse overhead lighting. The ball itself is a chaotic swirl of electric blue, neon yellow, and hot pink, fused together into a glossy, high-density polymer captured in sharp, circular highlights. With each rhythmic impact, the ball compresses almost imperceptibly against the hardwood before rebounding into the air, its rapid rotation blurring the colors into dynamic streaks as it traces a series of graceful, diminishing arcs across the frame. A soft, perfectly circular shadow dances directly below; its dark twin contracts to a point upon impact and expands as the ball soars, creating a hypnotic, playful atmosphere—a pure and minimalist study in motion, color, and physics.", + "seed": 31999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_3649_seed_31999_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05184369888156652, + "vlm_logprob": -0.05184369888156652, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.05184369888156652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11716656386852264 + ], + "opposite_logprob_tokens": [ + -2.242166519165039 + ], + "logprob_reward": -0.11716656386852264, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11716656386852264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5545185208320618, + 0.06303460150957108, + 0.06996287405490875, + 0.030310945585370064, + 0.04995275288820267, + 0.009479940868914127, + 0.01315002515912056, + 0.11680538952350616, + 0.04092012718319893, + 0.0518648698925972 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.11716656386852264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498408526182175 + ], + "opposite_logprob_tokens": [ + -2.9299840927124023 + ], + "logprob_reward": -0.05498408526182175, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498408526182175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8922678828239441, + 0.04499966278672218, + 0.008074554614722729, + 0.0045844814740121365, + 0.006111624650657177, + 0.008845583535730839, + 0.008462470024824142, + 0.016796480864286423, + 0.0049533178098499775, + 0.004903997294604778 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.05498408526182175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043089091777801514 + ], + "opposite_logprob_tokens": [ + -3.1680891513824463 + ], + "logprob_reward": -0.043089091777801514, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043089091777801514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47179844975471497, + 0.08380118012428284, + 0.036611929535865784, + 0.07287684082984924, + 0.0832320898771286, + 0.03264496847987175, + 0.02584756538271904, + 0.10516384243965149, + 0.06696134805679321, + 0.021061792969703674 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.043089091777801514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419165637344122 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.01419165637344122, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419165637344122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4145011007785797, + 0.045102477073669434, + 0.053791340440511703, + 0.037180345505476, + 0.2156350016593933, + 0.01881728693842888, + 0.02089414931833744, + 0.1210857555270195, + 0.04614745080471039, + 0.026845024898648262 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01419165637344122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297870971262455 + ], + "opposite_logprob_tokens": [ + -3.529787063598633 + ], + "logprob_reward": -0.0297870971262455, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297870971262455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5974565148353577, + 0.023270489647984505, + 0.009986498393118382, + 0.010874196887016296, + 0.0366806834936142, + 0.0118282251060009, + 0.018007148057222366, + 0.25418156385421753, + 0.015775758773088455, + 0.02193886786699295 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0297870971262455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crisp, static, top-down, high-angle shot offers a perfect bird's-eye view of a vibrantly bouncing ball as it rebounds powerfully across a clean, expansive wooden tabletop. The table, crafted from warm, honey-toned oak, polished to a soft satin, reveals its delicate, linear grain under the bright, even, and diffuse overhead lighting. The ball itself is a chaotic swirl of electric blue, neon yellow, and hot pink, fused together into a glossy, high-density polymer captured in sharp, circular highlights. With each rhythmic impact, the ball compresses almost imperceptibly against the hardwood before rebounding into the air, its rapid rotation blurring the colors into dynamic streaks as it traces a series of graceful, diminishing arcs across the frame. A soft, perfectly circular shadow dances directly below; its dark twin contracts to a point upon impact and expands as the ball soars, creating a hypnotic, playful atmosphere—a pure and minimalist study in motion, color, and physics.", + "seed": 32000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_4/index_3649_seed_32000_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042134960368275645, + "vlm_logprob": -0.042134960368275645, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.042134960368275645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022754287347197533 + ], + "opposite_logprob_tokens": [ + -3.897754192352295 + ], + "logprob_reward": -0.022754287347197533, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022754287347197533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12971602380275726, + 0.08962229639291763, + 0.08317559957504272, + 0.11011354625225067, + 0.05014120787382126, + 0.051632899791002274, + 0.04317021369934082, + 0.10106481611728668, + 0.10323108732700348, + 0.23813223838806152 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.022754287347197533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866420477628708 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866420477628708, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866420477628708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13596847653388977, + 0.05357935652136803, + 0.03857599198818207, + 0.08236350119113922, + 0.10561025142669678, + 0.12833355367183685, + 0.168910950422287, + 0.12600700557231903, + 0.05715453252196312, + 0.10349636524915695 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.04866420477628708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004282623529434 + ], + "opposite_logprob_tokens": [ + -2.695042848587036 + ], + "logprob_reward": -0.07004282623529434, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004282623529434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15046456456184387, + 0.03058362752199173, + 0.14045856893062592, + 0.12390408664941788, + 0.17882215976715088, + 0.16712844371795654, + 0.040490154176950455, + 0.04201700910925865, + 0.05263104662299156, + 0.07350035756826401 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.07004282623529434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048642970621585846 + ], + "opposite_logprob_tokens": [ + -3.048642873764038 + ], + "logprob_reward": -0.048642970621585846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048642970621585846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821116492152214, + 0.049684055149555206, + 0.08820781856775284, + 0.1513931304216385, + 0.09158996492624283, + 0.073857881128788, + 0.05275654420256615, + 0.19727647304534912, + 0.08021871000528336, + 0.1329037845134735 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.048642970621585846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, high-angle top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a clean, expansive wooden tabletop made of warm, honey-toned oak with visible linear grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ball a glossy, high-density polymer with a chaotic swirl of electric blue, neon yellow, and hot pink colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball bounce rhythmically across the table, compressing upon impact and rebounding into a series of diminishing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft, perfectly circular shadow directly below the ball that contracts to a point on impact and expands as the ball rises?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570512861013412 + ], + "opposite_logprob_tokens": [ + -3.8955705165863037 + ], + "logprob_reward": -0.020570512861013412, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570512861013412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1125144362449646, + 0.11570519953966141, + 0.10110171139240265, + 0.13615289330482483, + 0.10007566958665848, + 0.25759878754615784, + 0.04590247571468353, + 0.04562530294060707, + 0.049885835498571396, + 0.035437703132629395 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.020570512861013412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_tensor([1077, 1077])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_tensor([1077, 1077])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8777ac7451153f5a7baaf43dc15a07bccde1d53e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_tensor([1077, 1077])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, epic wide shot begins, the camera slowly and majestically ascending to reveal a vast curtain of water thundering furiously over jagged, ancient rock cliffs. The sheer rock faces, slick with dark green moss and streaked with age's dampness, frame the relentless torrent. The water itself is a chaotic tapestry of explosive white foam and translucent, powerful streams plunging with immense force, crashing into a turbulent, unseen basin below. This onslaught creates a thick, roaring mist that surges and swirls, partially covering the base of the waterfall and capturing the cool, diffuse light of an overcast sky. The entire scene is rendered in a cinematic style, with desaturated colors dominated by the deep charcoal of the damp rock, the emerald of the surrounding pristine forest, and the bright, tumbling waters. A fine layer of film grain is skillfully applied to the image, adding a rich, tactile texture to the roaring mist and enhancing the raw, awe-inspiring atmosphere of untamed natural forces.", + "seed": 28823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_1077_seed_28823_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.058736009523272514, + "vlm_logprob": -0.058736009523272514, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.058736009523272514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20521901547908783 + ], + "opposite_logprob_tokens": [ + -1.705219030380249 + ], + "logprob_reward": -0.20521901547908783, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20521901547908783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18793271481990814, + 0.08328665047883987, + 0.1956862360239029, + 0.11484523862600327, + 0.09041596204042435, + 0.0379757359623909, + 0.05060781165957451, + 0.09138906747102737, + 0.05778651684522629, + 0.09007404744625092 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.20521901547908783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499311164021492 + ], + "opposite_logprob_tokens": [ + -2.929993152618408 + ], + "logprob_reward": -0.05499311164021492, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499311164021492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21159622073173523, + 0.07012641429901123, + 0.06309422105550766, + 0.12215039134025574, + 0.14721283316612244, + 0.05194965749979019, + 0.03326459601521492, + 0.09012861549854279, + 0.06710882484912872, + 0.14336824417114258 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.05499311164021492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489208010956645 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489208010956645, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489208010956645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16511109471321106, + 0.10981696099042892, + 0.17998839914798737, + 0.07623980939388275, + 0.16951711475849152, + 0.07380393892526627, + 0.0360054187476635, + 0.050611648708581924, + 0.07089649885892868, + 0.06800904870033264 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.002489208010956645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179118873551488 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.001179118873551488, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179118873551488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29237183928489685, + 0.1220795288681984, + 0.13513490557670593, + 0.17634542286396027, + 0.058714184910058975, + 0.032323967665433884, + 0.022958146408200264, + 0.05340075492858887, + 0.06974881142377853, + 0.036922454833984375 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.001179118873551488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2276258021593094, + 0.20897965133190155, + 0.12698523700237274, + 0.07532328367233276, + 0.0798211470246315, + 0.06834026426076889, + 0.04775409400463104, + 0.035981953144073486, + 0.059699710458517075, + 0.0694887787103653 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02979959361255169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, epic wide shot begins, the camera slowly and majestically ascending to reveal a vast curtain of water thundering furiously over jagged, ancient rock cliffs. The sheer rock faces, slick with dark green moss and streaked with age's dampness, frame the relentless torrent. The water itself is a chaotic tapestry of explosive white foam and translucent, powerful streams plunging with immense force, crashing into a turbulent, unseen basin below. This onslaught creates a thick, roaring mist that surges and swirls, partially covering the base of the waterfall and capturing the cool, diffuse light of an overcast sky. The entire scene is rendered in a cinematic style, with desaturated colors dominated by the deep charcoal of the damp rock, the emerald of the surrounding pristine forest, and the bright, tumbling waters. A fine layer of film grain is skillfully applied to the image, adding a rich, tactile texture to the roaring mist and enhancing the raw, awe-inspiring atmosphere of untamed natural forces.", + "seed": 28824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_1077_seed_28824_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010364679107442498, + "vlm_logprob": -0.010364679107442498, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.010364679107442498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03296593576669693 + ], + "opposite_logprob_tokens": [ + -3.532965898513794 + ], + "logprob_reward": -0.03296593576669693, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03296593576669693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15537993609905243, + 0.18329067528247833, + 0.044329896569252014, + 0.054767709225416183, + 0.08501966297626495, + 0.10059837251901627, + 0.07789776474237442, + 0.12113182991743088, + 0.03850302845239639, + 0.1390811800956726 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03296593576669693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764515670016408 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.00764515670016408, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764515670016408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09581578522920609, + 0.39630916714668274, + 0.045074187219142914, + 0.06148767098784447, + 0.03546963632106781, + 0.1125519648194313, + 0.10048115253448486, + 0.05915459990501404, + 0.030835498124361038, + 0.06282039731740952 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.00764515670016408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16961832344532013, + 0.10162743926048279, + 0.21670137345790863, + 0.16039462387561798, + 0.05384358391165733, + 0.13576675951480865, + 0.04837178438901901, + 0.03128137066960335, + 0.018393613398075104, + 0.0640011876821518 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019396792631596327 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019396792631596327, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019396792631596327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21700815856456757, + 0.14152497053146362, + 0.23949891328811646, + 0.09271552413702011, + 0.0478050671517849, + 0.07150280475616455, + 0.0763741284608841, + 0.049841318279504776, + 0.020580176264047623, + 0.04314893111586571 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0019396792631596327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27771109342575073, + 0.18453149497509003, + 0.07395455241203308, + 0.12423556298017502, + 0.04026391729712486, + 0.052697475999593735, + 0.13561242818832397, + 0.06196841225028038, + 0.02516113594174385, + 0.0238639023154974 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004634116776287556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, epic wide shot begins, the camera slowly and majestically ascending to reveal a vast curtain of water thundering furiously over jagged, ancient rock cliffs. The sheer rock faces, slick with dark green moss and streaked with age's dampness, frame the relentless torrent. The water itself is a chaotic tapestry of explosive white foam and translucent, powerful streams plunging with immense force, crashing into a turbulent, unseen basin below. This onslaught creates a thick, roaring mist that surges and swirls, partially covering the base of the waterfall and capturing the cool, diffuse light of an overcast sky. The entire scene is rendered in a cinematic style, with desaturated colors dominated by the deep charcoal of the damp rock, the emerald of the surrounding pristine forest, and the bright, tumbling waters. A fine layer of film grain is skillfully applied to the image, adding a rich, tactile texture to the roaring mist and enhancing the raw, awe-inspiring atmosphere of untamed natural forces.", + "seed": 28825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_1077_seed_28825_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012496492173522711, + "vlm_logprob": -0.012496492173522711, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.012496492173522711, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03258292376995087 + ], + "opposite_logprob_tokens": [ + -3.532582998275757 + ], + "logprob_reward": -0.03258292376995087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03258292376995087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3430883586406708, + 0.07779878377914429, + 0.050501007586717606, + 0.09083153307437897, + 0.051405444741249084, + 0.03246575966477394, + 0.06495028734207153, + 0.17405104637145996, + 0.05331416800618172, + 0.061593618243932724 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.03258292376995087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060379460453987 + ], + "opposite_logprob_tokens": [ + -3.895603895187378 + ], + "logprob_reward": -0.02060379460453987, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060379460453987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19797371327877045, + 0.07106845080852509, + 0.05080672353506088, + 0.19396692514419556, + 0.0940650925040245, + 0.06313338130712509, + 0.054230570793151855, + 0.15370763838291168, + 0.057422176003456116, + 0.06362530589103699 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.02060379460453987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17691479623317719, + 0.04522641748189926, + 0.053251925855875015, + 0.12806345522403717, + 0.29541295766830444, + 0.07625748217105865, + 0.0867091566324234, + 0.0674104169011116, + 0.04309613257646561, + 0.027657203376293182 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17788752913475037, + 0.12333250045776367, + 0.07516653835773468, + 0.21511194109916687, + 0.09290041774511337, + 0.03329678997397423, + 0.15322992205619812, + 0.0720256045460701, + 0.023150315508246422, + 0.033898454159498215 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0024878999684005976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22040611505508423, + 0.06270696967840195, + 0.08021397143602371, + 0.1472167819738388, + 0.11519825458526611, + 0.06523671001195908, + 0.09794722497463226, + 0.08942840993404388, + 0.07061219215393066, + 0.05103339999914169 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.003613848239183426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, epic wide shot begins, the camera slowly and majestically ascending to reveal a vast curtain of water thundering furiously over jagged, ancient rock cliffs. The sheer rock faces, slick with dark green moss and streaked with age's dampness, frame the relentless torrent. The water itself is a chaotic tapestry of explosive white foam and translucent, powerful streams plunging with immense force, crashing into a turbulent, unseen basin below. This onslaught creates a thick, roaring mist that surges and swirls, partially covering the base of the waterfall and capturing the cool, diffuse light of an overcast sky. The entire scene is rendered in a cinematic style, with desaturated colors dominated by the deep charcoal of the damp rock, the emerald of the surrounding pristine forest, and the bright, tumbling waters. A fine layer of film grain is skillfully applied to the image, adding a rich, tactile texture to the roaring mist and enhancing the raw, awe-inspiring atmosphere of untamed natural forces.", + "seed": 28826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_5/index_1077_seed_28826_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010029187193140388, + "vlm_logprob": -0.010029187193140388, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.010029187193140388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02688259445130825 + ], + "opposite_logprob_tokens": [ + -3.7768826484680176 + ], + "logprob_reward": -0.02688259445130825, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02688259445130825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32651031017303467, + 0.10293084383010864, + 0.0505804717540741, + 0.0473279133439064, + 0.10441391170024872, + 0.05211985856294632, + 0.08578558266162872, + 0.11716887354850769, + 0.055493634194135666, + 0.05766856297850609 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.02688259445130825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008666167967021465 + ], + "opposite_logprob_tokens": [ + -4.758666038513184 + ], + "logprob_reward": -0.008666167967021465, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008666167967021465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23456934094429016, + 0.12086913734674454, + 0.07260626554489136, + 0.1521025449037552, + 0.08697527647018433, + 0.02888701669871807, + 0.04790569841861725, + 0.07541832327842712, + 0.0644441470503807, + 0.11622224003076553 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008666167967021465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052552176639437675 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.0052552176639437675, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052552176639437675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270226240158081, + 0.15339089930057526, + 0.2686232328414917, + 0.06397837400436401, + 0.0671585202217102, + 0.02825493924319744, + 0.048608630895614624, + 0.10667931288480759, + 0.0741686001420021, + 0.06211484223604202 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0052552176639437675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001714071026071906 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.001714071026071906, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001714071026071906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15002387762069702, + 0.1269110143184662, + 0.21264474093914032, + 0.09613008797168732, + 0.11952774226665497, + 0.03413325175642967, + 0.10260313004255295, + 0.06979196518659592, + 0.05452580004930496, + 0.03370841220021248 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.001714071026071906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, epic wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly ascend to reveal a vast curtain of water falling over jagged rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rock faces visible as dark, slick with green moss and streaked with dampness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water depicted as a chaotic mix of explosive white foam and translucent streams plunging with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a cinematic style featuring desaturated colors, a fine film grain texture, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627884857356548 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627884857356548, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627884857356548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19197624921798706, + 0.12248028069734573, + 0.06874255836009979, + 0.09925932437181473, + 0.12224017083644867, + 0.20311948657035828, + 0.03796997666358948, + 0.03182124346494675, + 0.07497767359018326, + 0.047413021326065063 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.007627884857356548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_tensor([2473, 2473])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_tensor([2473, 2473])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..75530e2d13fcb776fb7f5fb7688244992a37db02 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_tensor([2473, 2473])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, solemn panorama zooms in, plunging us into the depths of a magnificent Baroque library. The space is bathed in a deep blue hue, creating a tranquil and mysterious atmosphere. The camera slowly advances, passing through rows of dark walnut bookshelves reaching up to the soaring vaulted ceiling. These shelves are filled with ancient, leather-bound volumes, their golden spines barely visible in the gloom. As the camera deepens, a vast arched stained-glass window gradually emerges in the center of the frame. A bright, cool cosmic glow filters through, framing an ancient Galilean telescope standing before it as a sharp, backlit silhouette. Its brass tube and intricately carved wooden tripod are reduced to mere outlines in the harsh light, imbued with the solemnity of classical science. At this moment, on the left side of the picture, countless tiny, twinkling starlight particles quietly emerged from the deep shadows. Like a river of glowing cosmic dust, they began to flow slowly in an elegant and mysterious spiral trajectory, carefully condensing towards an invisible center point. The light spots gradually became denser and the light became brighter, as if some unknown form or cosmic mystery was being nurtured in the deep blue tranquility.", + "seed": 5917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_2473_seed_5917_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12221048423089087, + "vlm_logprob": -0.12221048423089087, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.12221048423089087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5823642015457153 + ], + "opposite_logprob_tokens": [ + -0.8323642015457153 + ], + "logprob_reward": -0.5823642015457153, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5823642015457153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2797909080982208, + 0.151143878698349, + 0.051488038152456284, + 0.07517477869987488, + 0.04233234003186226, + 0.1965871900320053, + 0.05490054562687874, + 0.019834673032164574, + 0.08652377128601074, + 0.04222390800714493 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.5823642015457153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001534238108433783 + ], + "opposite_logprob_tokens": [ + -6.501534461975098 + ], + "logprob_reward": -0.001534238108433783, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001534238108433783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12409721314907074, + 0.06053953990340233, + 0.046567246317863464, + 0.039718881249427795, + 0.04141112416982651, + 0.04115724191069603, + 0.076630137860775, + 0.10481264442205429, + 0.29480046033859253, + 0.1702655851840973 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.001534238108433783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11553485691547394, + 0.07186542451381683, + 0.04753655195236206, + 0.031362034380435944, + 0.060948777943849564, + 0.06604146957397461, + 0.019465770572423935, + 0.36535489559173584, + 0.1315641850233078, + 0.09032604843378067 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013381821336224675 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013381821336224675, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013381821336224675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11913425475358963, + 0.210480734705925, + 0.0376112163066864, + 0.04097306355834007, + 0.07483581453561783, + 0.09000255167484283, + 0.026889272034168243, + 0.0819985494017601, + 0.08259671926498413, + 0.23547782003879547 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0013381821336224675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630250882357359 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630250882357359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630250882357359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05781084671616554, + 0.056789953261613846, + 0.017323339357972145, + 0.02109556645154953, + 0.060494210571050644, + 0.0615168921649456, + 0.013951437547802925, + 0.06246788799762726, + 0.03441932424902916, + 0.6141304969787598 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.007630250882357359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn panorama zooms in, plunging us into the depths of a magnificent Baroque library. The space is bathed in a deep blue hue, creating a tranquil and mysterious atmosphere. The camera slowly advances, passing through rows of dark walnut bookshelves reaching up to the soaring vaulted ceiling. These shelves are filled with ancient, leather-bound volumes, their golden spines barely visible in the gloom. As the camera deepens, a vast arched stained-glass window gradually emerges in the center of the frame. A bright, cool cosmic glow filters through, framing an ancient Galilean telescope standing before it as a sharp, backlit silhouette. Its brass tube and intricately carved wooden tripod are reduced to mere outlines in the harsh light, imbued with the solemnity of classical science. At this moment, on the left side of the picture, countless tiny, twinkling starlight particles quietly emerged from the deep shadows. Like a river of glowing cosmic dust, they began to flow slowly in an elegant and mysterious spiral trajectory, carefully condensing towards an invisible center point. The light spots gradually became denser and the light became brighter, as if some unknown form or cosmic mystery was being nurtured in the deep blue tranquility.", + "seed": 5918, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_2473_seed_5918_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02170431804843247, + "vlm_logprob": -0.02170431804843247, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.02170431804843247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044958438724279404 + ], + "opposite_logprob_tokens": [ + -3.1699583530426025 + ], + "logprob_reward": -0.044958438724279404, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044958438724279404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10402143746614456, + 0.020484818145632744, + 0.026418214663863182, + 0.025980642065405846, + 0.5994709134101868, + 0.06305836886167526, + 0.018779493868350983, + 0.03255561739206314, + 0.03387506306171417, + 0.07535547018051147 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.044958438724279404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001191025716252625 + ], + "opposite_logprob_tokens": [ + -6.751191139221191 + ], + "logprob_reward": -0.001191025716252625, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001191025716252625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006759865675121546, + 0.004934119060635567, + 0.0032085985876619816, + 0.0035355244763195515, + 0.9479184150695801, + 0.006686522159725428, + 0.007260225713253021, + 0.007415040396153927, + 0.003563029458746314, + 0.008718709461390972 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.001191025716252625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253511756658554 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253511756658554, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253511756658554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032543912529945374, + 0.013714774511754513, + 0.029866600409150124, + 0.029468046501278877, + 0.6790576577186584, + 0.031936366111040115, + 0.0752422884106636, + 0.060188282281160355, + 0.022317469120025635, + 0.025664551183581352 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.01253511756658554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011800715001299977 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011800715001299977, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011800715001299977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11998177319765091, + 0.04273655265569687, + 0.08156118541955948, + 0.0259223785251379, + 0.18739460408687592, + 0.05998590216040611, + 0.05358845368027687, + 0.042970024049282074, + 0.08001943677663803, + 0.3058396577835083 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0011800715001299977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865693673491478 + ], + "opposite_logprob_tokens": [ + -3.048656940460205 + ], + "logprob_reward": -0.04865693673491478, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865693673491478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0621233694255352, + 0.03389527648687363, + 0.0800456628203392, + 0.03653712198138237, + 0.25613102316856384, + 0.053274475038051605, + 0.02725905179977417, + 0.05833518132567406, + 0.030382633209228516, + 0.3620162010192871 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.04865693673491478 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn panorama zooms in, plunging us into the depths of a magnificent Baroque library. The space is bathed in a deep blue hue, creating a tranquil and mysterious atmosphere. The camera slowly advances, passing through rows of dark walnut bookshelves reaching up to the soaring vaulted ceiling. These shelves are filled with ancient, leather-bound volumes, their golden spines barely visible in the gloom. As the camera deepens, a vast arched stained-glass window gradually emerges in the center of the frame. A bright, cool cosmic glow filters through, framing an ancient Galilean telescope standing before it as a sharp, backlit silhouette. Its brass tube and intricately carved wooden tripod are reduced to mere outlines in the harsh light, imbued with the solemnity of classical science. At this moment, on the left side of the picture, countless tiny, twinkling starlight particles quietly emerged from the deep shadows. Like a river of glowing cosmic dust, they began to flow slowly in an elegant and mysterious spiral trajectory, carefully condensing towards an invisible center point. The light spots gradually became denser and the light became brighter, as if some unknown form or cosmic mystery was being nurtured in the deep blue tranquility.", + "seed": 5919, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_2473_seed_5919_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0380762820946984, + "vlm_logprob": -0.0380762820946984, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.0380762820946984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1635972261428833 + ], + "opposite_logprob_tokens": [ + -1.9135972261428833 + ], + "logprob_reward": -0.1635972261428833, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1635972261428833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.184541717171669, + 0.05274805426597595, + 0.3166663944721222, + 0.16078388690948486, + 0.03639227896928787, + 0.08126704394817352, + 0.021831795573234558, + 0.058898042887449265, + 0.05759904533624649, + 0.02927171066403389 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.1635972261428833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009369035833515227 + ], + "opposite_logprob_tokens": [ + -7.000936985015869 + ], + "logprob_reward": -0.0009369035833515227, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009369035833515227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1222660094499588, + 0.0445881113409996, + 0.19557525217533112, + 0.15074533224105835, + 0.03443346917629242, + 0.05206415429711342, + 0.10590608417987823, + 0.04743174836039543, + 0.20952336490154266, + 0.03746645897626877 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.0009369035833515227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183207139372826 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183207139372826, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183207139372826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290045529603958, + 0.0541105680167675, + 0.09408239275217056, + 0.07320904731750488, + 0.03399252891540527, + 0.10665638744831085, + 0.17687544226646423, + 0.26716989278793335, + 0.04164262115955353, + 0.0232565738260746 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.018183207139372826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13187788426876068, + 0.06618081778287888, + 0.1892402470111847, + 0.1294303983449936, + 0.03883199393749237, + 0.13839705288410187, + 0.07225155830383301, + 0.08924676477909088, + 0.057379309087991714, + 0.08716398477554321 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0017147850012406707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08538448065519333, + 0.06525279581546783, + 0.034029655158519745, + 0.07352456450462341, + 0.019094372168183327, + 0.033682238310575485, + 0.06861231476068497, + 0.3970032334327698, + 0.06220487877726555, + 0.16121143102645874 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.005949288606643677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn panorama zooms in, plunging us into the depths of a magnificent Baroque library. The space is bathed in a deep blue hue, creating a tranquil and mysterious atmosphere. The camera slowly advances, passing through rows of dark walnut bookshelves reaching up to the soaring vaulted ceiling. These shelves are filled with ancient, leather-bound volumes, their golden spines barely visible in the gloom. As the camera deepens, a vast arched stained-glass window gradually emerges in the center of the frame. A bright, cool cosmic glow filters through, framing an ancient Galilean telescope standing before it as a sharp, backlit silhouette. Its brass tube and intricately carved wooden tripod are reduced to mere outlines in the harsh light, imbued with the solemnity of classical science. At this moment, on the left side of the picture, countless tiny, twinkling starlight particles quietly emerged from the deep shadows. Like a river of glowing cosmic dust, they began to flow slowly in an elegant and mysterious spiral trajectory, carefully condensing towards an invisible center point. The light spots gradually became denser and the light became brighter, as if some unknown form or cosmic mystery was being nurtured in the deep blue tranquility.", + "seed": 5920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_6/index_2473_seed_5920_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20696927029639484, + "vlm_logprob": -0.20696927029639484, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.20696927029639484, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8283243179321289 + ], + "opposite_logprob_tokens": [ + -0.5783243179321289 + ], + "logprob_reward": -0.8283243179321289, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8283243179321289, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19682760536670685, + 0.06536003947257996, + 0.07396236062049866, + 0.09405335038900375, + 0.06279326975345612, + 0.05002211779356003, + 0.22954803705215454, + 0.06449870020151138, + 0.08622808754444122, + 0.07670634984970093 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.8283243179321289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001956336200237274 + ], + "opposite_logprob_tokens": [ + -6.251956462860107 + ], + "logprob_reward": -0.001956336200237274, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001956336200237274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13913124799728394, + 0.048771098256111145, + 0.03644607961177826, + 0.08265624940395355, + 0.0619165301322937, + 0.06765227764844894, + 0.18966612219810486, + 0.06195243448019028, + 0.20335876941680908, + 0.10844920575618744 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.001956336200237274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11021541059017181, + 0.04839251935482025, + 0.06037766858935356, + 0.047562114894390106, + 0.12203343212604523, + 0.14902767539024353, + 0.16376778483390808, + 0.1372702568769455, + 0.07560447603464127, + 0.08574862033128738 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.020574716851115227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409455131739378 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.00409455131739378, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409455131739378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19470994174480438, + 0.052433814853429794, + 0.07832793146371841, + 0.08009631186723709, + 0.09841744601726532, + 0.070639468729496, + 0.062097374349832535, + 0.11337830871343613, + 0.0946875512599945, + 0.15521180629730225 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00409455131739378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a Baroque library with dark walnut bookshelves and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the overall lighting bathed in a deep blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance (zoom in) from the entrance towards the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast arched stained-glass window visible in the center of the frame with a bright cosmic glow filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an ancient Galilean telescope visible as a backlit silhouette with a brass tube and wooden tripod?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989642918109894 + ], + "opposite_logprob_tokens": [ + -1.8048964738845825 + ], + "logprob_reward": -0.17989642918109894, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989642918109894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1106572076678276, + 0.053577911108732224, + 0.113707534968853, + 0.045447126030921936, + 0.15167951583862305, + 0.06319186091423035, + 0.11679471284151077, + 0.19715116918087006, + 0.07615391165018082, + 0.0716390311717987 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.17989642918109894 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_tensor([9993, 9993])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_tensor([9993, 9993])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ae73fcfddcadf4007725169647bb3112c2a1b055 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_tensor([9993, 9993])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled medium shot surveys the bleak, sterile environment of the ward, bathed in the cool, flat light of overhead fluorescent lights. In the center of the frame, a pale-skinned individual with unkempt hair lies motionless on a metal-framed hospital bed. They are dressed in standard-issue light blue hospital gowns. With deliberate effort, the individual begins to slowly sit up; first their head lifts off the pillow, then their shoulders, using their elbows to elevate themselves. The crisp white cotton sheets, previously smooth and taut, now begin to gather and intricately wrinkle around the waist and legs, creating a complex textile topography. The movements are steady but tense, conveying a sense of physical frailty and quiet resolve. As they sit down, their backs slightly hunched, the camera captures their tired yet focused expression, capturing a profound moment of quiet in the otherwise hushed, clinical, and emotionally subdued atmosphere.", + "seed": 20994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_9993_seed_20994_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19798159394413234, + "vlm_logprob": -0.19798159394413234, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.19798159394413234, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9065651297569275 + ], + "opposite_logprob_tokens": [ + -0.5315651297569275 + ], + "logprob_reward": -0.9065651297569275, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9065651297569275, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13665850460529327, + 0.055589061230421066, + 0.03169076517224312, + 0.02767345868051052, + 0.08331553637981415, + 0.11707301437854767, + 0.05277266725897789, + 0.115470290184021, + 0.11063671112060547, + 0.2691199481487274 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.9065651297569275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610625721514225 + ], + "opposite_logprob_tokens": [ + -4.141106128692627 + ], + "logprob_reward": -0.01610625721514225, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610625721514225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24324138462543488, + 0.0798216462135315, + 0.023342028260231018, + 0.01797286421060562, + 0.07244990766048431, + 0.10230986773967743, + 0.05228126049041748, + 0.04687867686152458, + 0.043869130313396454, + 0.31783321499824524 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.01610625721514225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050106871873140335, + 0.024190953001379967, + 0.021019991487264633, + 0.018734436482191086, + 0.03362378105521202, + 0.19001489877700806, + 0.07005678117275238, + 0.3574717938899994, + 0.046024221926927567, + 0.18875624239444733 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.029801098629832268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763415452092886 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.00763415452092886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763415452092886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11087337136268616, + 0.0345173217356205, + 0.050298575311899185, + 0.035314321517944336, + 0.04294067248702049, + 0.0797996073961258, + 0.034746456891298294, + 0.19024963676929474, + 0.02802007459104061, + 0.39323994517326355 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.00763415452092886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801329597830772 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801329597830772, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801329597830772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06333234161138535, + 0.030284620821475983, + 0.022058451548218727, + 0.01023375429213047, + 0.025871949270367622, + 0.0568922683596611, + 0.026954585686326027, + 0.32574647665023804, + 0.0550113320350647, + 0.3836141526699066 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.029801329597830772 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot surveys the bleak, sterile environment of the ward, bathed in the cool, flat light of overhead fluorescent lights. In the center of the frame, a pale-skinned individual with unkempt hair lies motionless on a metal-framed hospital bed. They are dressed in standard-issue light blue hospital gowns. With deliberate effort, the individual begins to slowly sit up; first their head lifts off the pillow, then their shoulders, using their elbows to elevate themselves. The crisp white cotton sheets, previously smooth and taut, now begin to gather and intricately wrinkle around the waist and legs, creating a complex textile topography. The movements are steady but tense, conveying a sense of physical frailty and quiet resolve. As they sit down, their backs slightly hunched, the camera captures their tired yet focused expression, capturing a profound moment of quiet in the otherwise hushed, clinical, and emotionally subdued atmosphere.", + "seed": 20995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_9993_seed_20995_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08186632059514523, + "vlm_logprob": -0.08186632059514523, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.08186632059514523, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2577696442604065 + ], + "opposite_logprob_tokens": [ + -1.5077695846557617 + ], + "logprob_reward": -0.2577696442604065, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2577696442604065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0722823292016983, + 0.1592670977115631, + 0.06348663568496704, + 0.06642254441976547, + 0.045543648302555084, + 0.03792925179004669, + 0.08939585834741592, + 0.32352936267852783, + 0.04388323426246643, + 0.09826002269983292 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.2577696442604065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009809620678424835 + ], + "opposite_logprob_tokens": [ + -4.634809494018555 + ], + "logprob_reward": -0.009809620678424835, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009809620678424835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1053973138332367, + 0.16964170336723328, + 0.08298209309577942, + 0.023159697651863098, + 0.05504588410258293, + 0.05059769004583359, + 0.23591147363185883, + 0.10329966992139816, + 0.03374803066253662, + 0.1402164101600647 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.009809620678424835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890476405620575 + ], + "opposite_logprob_tokens": [ + -2.46404767036438 + ], + "logprob_reward": -0.0890476405620575, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890476405620575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05985794588923454, + 0.07726932317018509, + 0.08588647842407227, + 0.131320059299469, + 0.1025056540966034, + 0.053613897413015366, + 0.15964657068252563, + 0.059831202030181885, + 0.07539089769124985, + 0.19467802345752716 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.0890476405620575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635768987238407 + ], + "opposite_logprob_tokens": [ + -3.651357650756836 + ], + "logprob_reward": -0.02635768987238407, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635768987238407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05981091409921646, + 0.11183759570121765, + 0.04393644258379936, + 0.0501520074903965, + 0.09150370210409164, + 0.09016349911689758, + 0.23154191672801971, + 0.14350631833076477, + 0.0977010503411293, + 0.07984654605388641 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.02635768987238407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347007602453232 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.026347007602453232, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347007602453232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07166510820388794, + 0.08451144397258759, + 0.030987776815891266, + 0.04298216849565506, + 0.05158137157559395, + 0.07368730753660202, + 0.46531417965888977, + 0.0750318318605423, + 0.039638906717300415, + 0.06459982693195343 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.026347007602453232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot surveys the bleak, sterile environment of the ward, bathed in the cool, flat light of overhead fluorescent lights. In the center of the frame, a pale-skinned individual with unkempt hair lies motionless on a metal-framed hospital bed. They are dressed in standard-issue light blue hospital gowns. With deliberate effort, the individual begins to slowly sit up; first their head lifts off the pillow, then their shoulders, using their elbows to elevate themselves. The crisp white cotton sheets, previously smooth and taut, now begin to gather and intricately wrinkle around the waist and legs, creating a complex textile topography. The movements are steady but tense, conveying a sense of physical frailty and quiet resolve. As they sit down, their backs slightly hunched, the camera captures their tired yet focused expression, capturing a profound moment of quiet in the otherwise hushed, clinical, and emotionally subdued atmosphere.", + "seed": 20996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_9993_seed_20996_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.30598668977618215, + "vlm_logprob": -0.30598668977618215, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.30598668977618215, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4079073667526245 + ], + "opposite_logprob_tokens": [ + -0.2829073965549469 + ], + "logprob_reward": -1.4079073667526245, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4079073667526245, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.059047944843769073, + 0.1768249273300171, + 0.18828482925891876, + 0.06902117282152176, + 0.1093883290886879, + 0.12368486821651459, + 0.05847598612308502, + 0.07623767852783203, + 0.06670061498880386, + 0.0723336711525917 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -1.4079073667526245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332673966884613 + ], + "opposite_logprob_tokens": [ + -3.7733266353607178 + ], + "logprob_reward": -0.02332673966884613, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332673966884613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05289113149046898, + 0.16487577557563782, + 0.14129404723644257, + 0.06600379943847656, + 0.15169787406921387, + 0.16291116178035736, + 0.060097288340330124, + 0.05407990515232086, + 0.05086454376578331, + 0.09528444707393646 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.02332673966884613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430724211037159 + ], + "opposite_logprob_tokens": [ + -3.168072462081909 + ], + "logprob_reward": -0.0430724211037159, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430724211037159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05679484084248543, + 0.04497635364532471, + 0.05449073761701584, + 0.03116939775645733, + 0.030617838725447655, + 0.20983892679214478, + 0.036089394241571426, + 0.05739380046725273, + 0.1623295396566391, + 0.3162992596626282 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.0430724211037159 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553129345178604 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553129345178604, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553129345178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04185400530695915, + 0.07871091365814209, + 0.03225870802998543, + 0.0676226019859314, + 0.08728472143411636, + 0.4344537556171417, + 0.043472059071063995, + 0.047370683401823044, + 0.07776816189289093, + 0.08920437097549438 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.012553129345178604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307379201054573 + ], + "opposite_logprob_tokens": [ + -3.168073892593384 + ], + "logprob_reward": -0.04307379201054573, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307379201054573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08918257057666779, + 0.1057019755244255, + 0.056083448231220245, + 0.08618909865617752, + 0.10812713950872421, + 0.24607625603675842, + 0.06149280071258545, + 0.07440831512212753, + 0.05045847222208977, + 0.12227995693683624 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.04307379201054573 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot surveys the bleak, sterile environment of the ward, bathed in the cool, flat light of overhead fluorescent lights. In the center of the frame, a pale-skinned individual with unkempt hair lies motionless on a metal-framed hospital bed. They are dressed in standard-issue light blue hospital gowns. With deliberate effort, the individual begins to slowly sit up; first their head lifts off the pillow, then their shoulders, using their elbows to elevate themselves. The crisp white cotton sheets, previously smooth and taut, now begin to gather and intricately wrinkle around the waist and legs, creating a complex textile topography. The movements are steady but tense, conveying a sense of physical frailty and quiet resolve. As they sit down, their backs slightly hunched, the camera captures their tired yet focused expression, capturing a profound moment of quiet in the otherwise hushed, clinical, and emotionally subdued atmosphere.", + "seed": 20997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_7/index_9993_seed_20997_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11294559547677636, + "vlm_logprob": -0.11294559547677636, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.11294559547677636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48606592416763306 + ], + "opposite_logprob_tokens": [ + -0.9860659241676331 + ], + "logprob_reward": -0.48606592416763306, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48606592416763306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04955803602933884, + 0.017467085272073746, + 0.017212562263011932, + 0.01065468043088913, + 0.09458164125680923, + 0.5394904613494873, + 0.029267605394124985, + 0.18274274468421936, + 0.01951703242957592, + 0.039508190006017685 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.48606592416763306 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046680523082613945 + ], + "opposite_logprob_tokens": [ + -5.379668235778809 + ], + "logprob_reward": -0.0046680523082613945, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046680523082613945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03491688519716263, + 0.014721492305397987, + 0.01393043901771307, + 0.007499749306589365, + 0.06324272602796555, + 0.6240549683570862, + 0.019726984202861786, + 0.159697026014328, + 0.0314067043364048, + 0.030802961438894272 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.0046680523082613945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329995296895504 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.02329995296895504, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329995296895504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01729425974190235, + 0.011309849098324776, + 0.014732619747519493, + 0.02137102372944355, + 0.06127651035785675, + 0.668948769569397, + 0.08624821901321411, + 0.050070248544216156, + 0.050058361142873764, + 0.018690085038542747 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.02329995296895504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635101210325956 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635101210325956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635101210325956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04982614889740944, + 0.04808492586016655, + 0.026644151657819748, + 0.037090420722961426, + 0.11497949063777924, + 0.08774270117282867, + 0.07105781883001328, + 0.3589305579662323, + 0.12248069792985916, + 0.0831630602478981 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.007635101210325956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sterile hospital ward with cool, flat fluorescent lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pale-skinned individual with unkempt hair lying on a metal-framed hospital bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the individual wearing a standard-issue light blue hospital gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the individual slowly sit up using their elbows, causing the white cotton sheets to wrinkle around their waist and legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305894672870636 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305894672870636, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305894672870636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020850924775004387, + 0.008764431811869144, + 0.008164827711880207, + 0.007836745120584965, + 0.02069629356265068, + 0.5915161967277527, + 0.03247780352830887, + 0.14133013784885406, + 0.12195063382387161, + 0.04641198739409447 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.04305894672870636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_tensor([9229, 9229])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_tensor([9229, 9229])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..011c8e1c82b658374b60956335ea59531d746622 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_tensor([9229, 9229])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up shot framed in a vertical format, the camera tilts steadily downward from a slight downward angle, following a brass pocket watch, intricately engraved with vintage patterns, as it slowly slides down the surface of a tilted, deep burgundy silk handkerchief. The aged brass case, softly lit from the side, gleams with a warm, deep metallic luster. The interplay of light and shadow lends the surface a vivid three-dimensional quality, while the slight wear on the edges betrays the wear of time. The delicate texture of the silk handkerchief is clearly visible, its satiny sheen shifting and changing with the movement of the watch. The watch's descent is not sudden, but rather steady and deliberate, its weight indenting the soft silk with a shallow, shifting indentation. The camera precisely captures every subtle lag between metal and fabric, almost perceiving the silent resistance. The entire picture is shrouded in a tranquil and nostalgic atmosphere. The high level of detail captured creates a sharp contrast between the cold hardness of brass and the soft warmth of silk, creating an elegant meditation on the passage of time and the beauty of material things.", + "seed": 2478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_9229_seed_2478_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22598152561113238, + "vlm_logprob": -0.22598152561113238, + "vlm_yes_no_margin": 3.800000011920929, + "vlm_token_credit": -0.22598152561113238, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0515156127512455 + ], + "opposite_logprob_tokens": [ + -4.051515579223633 + ], + "logprob_reward": -0.0515156127512455, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0515156127512455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5370370149612427, + 0.03399080038070679, + 0.02326519601047039, + 0.031406957656145096, + 0.14996643364429474, + 0.013047847896814346, + 0.04411071538925171, + 0.13650661706924438, + 0.013727664016187191, + 0.0169407706707716 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0515156127512455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539124011993408 + ], + "opposite_logprob_tokens": [ + -0.4289124608039856 + ], + "logprob_reward": -1.0539124011993408, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0539124011993408, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1694328635931015, + 0.12137100845575333, + 0.07726680487394333, + 0.16586075723171234, + 0.07562363892793655, + 0.08982652425765991, + 0.0522531196475029, + 0.18909217417240143, + 0.026794511824846268, + 0.032478608191013336 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -1.0539124011993408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022053224965929985 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022053224965929985, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022053224965929985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20407836139202118, + 0.03209099546074867, + 0.04538140073418617, + 0.02430594153702259, + 0.3851765990257263, + 0.02166106179356575, + 0.041495438665151596, + 0.20987670123577118, + 0.01456611417233944, + 0.02136741392314434 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0022053224965929985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097756464034319 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097756464034319, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097756464034319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03407931327819824, + 0.02078152634203434, + 0.012709375470876694, + 0.012805699370801449, + 0.23520568013191223, + 0.012490328401327133, + 0.020488325506448746, + 0.6366329789161682, + 0.009451893158257008, + 0.005354824475944042 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.004097756464034319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817653514444828 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.01817653514444828, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817653514444828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17936517298221588, + 0.060689203441143036, + 0.04545930400490761, + 0.04942898824810982, + 0.13762231171131134, + 0.04471076652407646, + 0.03723052889108658, + 0.3646680414676666, + 0.050381407141685486, + 0.03044430911540985 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.01817653514444828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot framed in a vertical format, the camera tilts steadily downward from a slight downward angle, following a brass pocket watch, intricately engraved with vintage patterns, as it slowly slides down the surface of a tilted, deep burgundy silk handkerchief. The aged brass case, softly lit from the side, gleams with a warm, deep metallic luster. The interplay of light and shadow lends the surface a vivid three-dimensional quality, while the slight wear on the edges betrays the wear of time. The delicate texture of the silk handkerchief is clearly visible, its satiny sheen shifting and changing with the movement of the watch. The watch's descent is not sudden, but rather steady and deliberate, its weight indenting the soft silk with a shallow, shifting indentation. The camera precisely captures every subtle lag between metal and fabric, almost perceiving the silent resistance. The entire picture is shrouded in a tranquil and nostalgic atmosphere. The high level of detail captured creates a sharp contrast between the cold hardness of brass and the soft warmth of silk, creating an elegant meditation on the passage of time and the beauty of material things.", + "seed": 2479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_9229_seed_2479_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16086846946272998, + "vlm_logprob": -0.16086846946272998, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.16086846946272998, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025748051702976227 + ], + "opposite_logprob_tokens": [ + -4.900748252868652 + ], + "logprob_reward": -0.025748051702976227, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.025748051702976227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07679947465658188, + 0.1282777637243271, + 0.09279373288154602, + 0.019560804590582848, + 0.07808276265859604, + 0.038501448929309845, + 0.09230579435825348, + 0.28614434599876404, + 0.12978093326091766, + 0.05775294080376625 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.025748051702976227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578181028366089 + ], + "opposite_logprob_tokens": [ + -0.6328181028366089 + ], + "logprob_reward": -0.7578181028366089, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578181028366089, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0820007473230362, + 0.09175823628902435, + 0.21018099784851074, + 0.04934966564178467, + 0.05676710978150368, + 0.03741000220179558, + 0.21091768145561218, + 0.07412422448396683, + 0.07442636042833328, + 0.11306494474411011 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.7578181028366089 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001945747178979218 + ], + "opposite_logprob_tokens": [ + -6.251945972442627 + ], + "logprob_reward": -0.001945747178979218, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001945747178979218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18116754293441772, + 0.06156545877456665, + 0.13759583234786987, + 0.05465928465127945, + 0.09439090639352798, + 0.0386713407933712, + 0.07117768377065659, + 0.15929189324378967, + 0.13377638161182404, + 0.06770364940166473 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.001945747178979218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2356308400630951, + 0.09200776368379593, + 0.06797374039888382, + 0.08053923398256302, + 0.07589653879404068, + 0.03453528881072998, + 0.1304464489221573, + 0.15849292278289795, + 0.07197847217321396, + 0.052498720586299896 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0046434905380010605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418695505708456 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.01418695505708456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418695505708456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1219254583120346, + 0.08453698456287384, + 0.1301533728837967, + 0.06582307070493698, + 0.07016313821077347, + 0.05730940029025078, + 0.1178111732006073, + 0.13791225850582123, + 0.0920831635594368, + 0.1222820058465004 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.01418695505708456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot framed in a vertical format, the camera tilts steadily downward from a slight downward angle, following a brass pocket watch, intricately engraved with vintage patterns, as it slowly slides down the surface of a tilted, deep burgundy silk handkerchief. The aged brass case, softly lit from the side, gleams with a warm, deep metallic luster. The interplay of light and shadow lends the surface a vivid three-dimensional quality, while the slight wear on the edges betrays the wear of time. The delicate texture of the silk handkerchief is clearly visible, its satiny sheen shifting and changing with the movement of the watch. The watch's descent is not sudden, but rather steady and deliberate, its weight indenting the soft silk with a shallow, shifting indentation. The camera precisely captures every subtle lag between metal and fabric, almost perceiving the silent resistance. The entire picture is shrouded in a tranquil and nostalgic atmosphere. The high level of detail captured creates a sharp contrast between the cold hardness of brass and the soft warmth of silk, creating an elegant meditation on the passage of time and the beauty of material things.", + "seed": 2480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_9229_seed_2480_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17225102121010422, + "vlm_logprob": -0.17225102121010422, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.17225102121010422, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07101176679134369 + ], + "opposite_logprob_tokens": [ + -3.446011781692505 + ], + "logprob_reward": -0.07101176679134369, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.07101176679134369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7012052536010742, + 0.09686005115509033, + 0.09681737422943115, + 0.011810928583145142, + 0.02173038199543953, + 0.0097325025126338, + 0.010302256792783737, + 0.015582583844661713, + 0.014734989032149315, + 0.02122369036078453 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07101176679134369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578344345092773 + ], + "opposite_logprob_tokens": [ + -0.6328344345092773 + ], + "logprob_reward": -0.7578344345092773, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578344345092773, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4369507431983948, + 0.05070861428976059, + 0.3140409588813782, + 0.03151414543390274, + 0.044680673629045486, + 0.08936671912670135, + 0.0074063921347260475, + 0.007202598266303539, + 0.00748600997030735, + 0.010643135756254196 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.7578344345092773 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089595966041088 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089595966041088, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089595966041088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20062923431396484, + 0.16863320767879486, + 0.18629661202430725, + 0.15575307607650757, + 0.06844015419483185, + 0.0123114800080657, + 0.022106321528553963, + 0.08309762179851532, + 0.060022734105587006, + 0.042709629982709885 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011089595966041088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005261146929115057 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005261146929115057, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005261146929115057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10218723118305206, + 0.1678476631641388, + 0.2744830250740051, + 0.14690086245536804, + 0.08242374658584595, + 0.04396019130945206, + 0.028904013335704803, + 0.076146200299263, + 0.058811087161302567, + 0.018335998058319092 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.005261146929115057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058161854743958 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016058161854743958, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058161854743958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4340294897556305, + 0.11019124835729599, + 0.07101335376501083, + 0.10784805566072464, + 0.03611229732632637, + 0.08465971052646637, + 0.03207826614379883, + 0.035891711711883545, + 0.040571510791778564, + 0.04760437831282616 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016058161854743958 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot framed in a vertical format, the camera tilts steadily downward from a slight downward angle, following a brass pocket watch, intricately engraved with vintage patterns, as it slowly slides down the surface of a tilted, deep burgundy silk handkerchief. The aged brass case, softly lit from the side, gleams with a warm, deep metallic luster. The interplay of light and shadow lends the surface a vivid three-dimensional quality, while the slight wear on the edges betrays the wear of time. The delicate texture of the silk handkerchief is clearly visible, its satiny sheen shifting and changing with the movement of the watch. The watch's descent is not sudden, but rather steady and deliberate, its weight indenting the soft silk with a shallow, shifting indentation. The camera precisely captures every subtle lag between metal and fabric, almost perceiving the silent resistance. The entire picture is shrouded in a tranquil and nostalgic atmosphere. The high level of detail captured creates a sharp contrast between the cold hardness of brass and the soft warmth of silk, creating an elegant meditation on the passage of time and the beauty of material things.", + "seed": 2481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_8/index_9229_seed_2481_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22985636377707125, + "vlm_logprob": -0.22985636377707125, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.22985636377707125, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06665270775556564 + ], + "opposite_logprob_tokens": [ + -3.441652774810791 + ], + "logprob_reward": -0.06665270775556564, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.06665270775556564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5565780997276306, + 0.10923826694488525, + 0.0789593905210495, + 0.022305365651845932, + 0.038711439818143845, + 0.019715989008545876, + 0.038027845323085785, + 0.06936129927635193, + 0.01918591745197773, + 0.047916390001773834 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06665270775556564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539295673370361 + ], + "opposite_logprob_tokens": [ + -0.42892953753471375 + ], + "logprob_reward": -1.0539295673370361, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539295673370361, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16265788674354553, + 0.11203759163618088, + 0.12709619104862213, + 0.18729710578918457, + 0.05803366005420685, + 0.046179141849279404, + 0.08312452584505081, + 0.0394047349691391, + 0.03299565985798836, + 0.15117348730564117 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -1.0539295673370361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263755563646555 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263755563646555, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263755563646555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20661506056785583, + 0.14915738999843597, + 0.15681663155555725, + 0.040252529084682465, + 0.08854450285434723, + 0.04889442026615143, + 0.06531120091676712, + 0.03681249916553497, + 0.08213101327419281, + 0.12546470761299133 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005263755563646555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259605124592781 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259605124592781, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259605124592781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28752878308296204, + 0.06723970919847488, + 0.05981640890240669, + 0.0197726022452116, + 0.06473266333341599, + 0.08309189230203629, + 0.22287793457508087, + 0.1275329440832138, + 0.00937042199075222, + 0.05803660303354263 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.005259605124592781 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a vertical format with a close-up framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward from a slight downward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a brass pocket watch with intricate vintage patterns visible sliding down a deep burgundy silk handkerchief?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass watch case softly lit from the side, showing a warm metallic luster and slight wear on the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the watch slide down the handkerchief with a steady, deliberate motion that creates a shallow indentation in the fabric?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176183104515076 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176183104515076, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176183104515076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11732073128223419, + 0.17885391414165497, + 0.10467178374528885, + 0.03626284748315811, + 0.03275224193930626, + 0.12135675549507141, + 0.13295647501945496, + 0.11548582464456558, + 0.0810135006904602, + 0.07932590693235397 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.018176183104515076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_tensor([7295, 7295])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_tensor([7295, 7295])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f53d0440554b8fbaa37b21c7aa0079ddc5a03901 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_tensor([7295, 7295])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "breathtaking slow-motion long shot, filmed from a low angle just above sea level, tilts upward to follow the breathtaking force of a massive humpback whale as it plunges from the deep blue ocean. Illuminated by the bright midday sun, its immense bulk traces a majestic arc through the air, its dark, slippery skin, sea-marked and speckled with white barnacles, gleaming in stark contrast to its light-colored, furrowed belly. Tons of seawater cascade from its body in a shimmering curtain of water and countless crystalline droplets, which catch the sunlight in a fleeting iridescent haze. At the height of its leap, its massive pectoral fins unfurl like wings, and its entire body appears to pause in the air for a moment before plummeting backward into the sea, unleashing a towering explosion of white spray and foam. The entire picture is full of the real texture of high-definition documentaries, capturing the majestic power and awe-inspiring beauty of this natural wonder, creating a grand and tranquil atmosphere.", + "seed": 4726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_7295_seed_4726_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02081800699234009, + "vlm_logprob": -0.02081800699234009, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02081800699234009, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032571613788604736 + ], + "opposite_logprob_tokens": [ + -3.53257155418396 + ], + "logprob_reward": -0.032571613788604736, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032571613788604736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1114698275923729, + 0.10909350961446762, + 0.027381597086787224, + 0.01864638552069664, + 0.04696085304021835, + 0.010092145763337612, + 0.017482442781329155, + 0.0693732276558876, + 0.0429685115814209, + 0.5465314984321594 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.032571613788604736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370559215545654 + ], + "opposite_logprob_tokens": [ + -3.408705711364746 + ], + "logprob_reward": -0.03370559215545654, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370559215545654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08456684648990631, + 0.2718207836151123, + 0.03585442155599594, + 0.05066708102822304, + 0.02750822901725769, + 0.009670971892774105, + 0.05964231863617897, + 0.03835154324769974, + 0.026692312210798264, + 0.39522552490234375 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03370559215545654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11378197371959686, + 0.12558354437351227, + 0.06836648285388947, + 0.03854181617498398, + 0.03451589494943619, + 0.04370011389255524, + 0.06193403899669647, + 0.13019919395446777, + 0.046973563730716705, + 0.33640334010124207 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10257409512996674, + 0.04745398461818695, + 0.03068304993212223, + 0.05870790034532547, + 0.02145186811685562, + 0.019165167585015297, + 0.037849392741918564, + 0.18752719461917877, + 0.02201315574347973, + 0.4725742042064667 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.012538531795144081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419165637344122 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.01419165637344122, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419165637344122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029512843117117882, + 0.03506368771195412, + 0.06107199937105179, + 0.06388767808675766, + 0.0076792617328464985, + 0.017385920509696007, + 0.028802571818232536, + 0.012139583937823772, + 0.013157918117940426, + 0.7312985062599182 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.01419165637344122 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking slow-motion long shot, filmed from a low angle just above sea level, tilts upward to follow the breathtaking force of a massive humpback whale as it plunges from the deep blue ocean. Illuminated by the bright midday sun, its immense bulk traces a majestic arc through the air, its dark, slippery skin, sea-marked and speckled with white barnacles, gleaming in stark contrast to its light-colored, furrowed belly. Tons of seawater cascade from its body in a shimmering curtain of water and countless crystalline droplets, which catch the sunlight in a fleeting iridescent haze. At the height of its leap, its massive pectoral fins unfurl like wings, and its entire body appears to pause in the air for a moment before plummeting backward into the sea, unleashing a towering explosion of white spray and foam. The entire picture is full of the real texture of high-definition documentaries, capturing the majestic power and awe-inspiring beauty of this natural wonder, creating a grand and tranquil atmosphere.", + "seed": 4727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_7295_seed_4727_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022288963478058577, + "vlm_logprob": -0.022288963478058577, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.022288963478058577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022507918998599052 + ], + "opposite_logprob_tokens": [ + -3.897507905960083 + ], + "logprob_reward": -0.022507918998599052, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022507918998599052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2909616529941559, + 0.09921857714653015, + 0.22412757575511932, + 0.07292471826076508, + 0.08373307436704636, + 0.039746712893247604, + 0.038900554180145264, + 0.05773155391216278, + 0.05160859227180481, + 0.041046980768442154 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.022507918998599052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079042106866837 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016079042106866837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079042106866837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14096444845199585, + 0.06462514400482178, + 0.10421514511108398, + 0.04880119860172272, + 0.08954031765460968, + 0.07347877323627472, + 0.11213721334934235, + 0.19787438213825226, + 0.09720680117607117, + 0.07115655392408371 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.016079042106866837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762906763702631 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.00762906763702631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762906763702631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06636428833007812, + 0.0823606327176094, + 0.16918660700321198, + 0.1426980197429657, + 0.2322801649570465, + 0.03914986923336983, + 0.03984036296606064, + 0.08814550191164017, + 0.056152258068323135, + 0.08382231742143631 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.00762906763702631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062037527561187744 + ], + "opposite_logprob_tokens": [ + -2.812037467956543 + ], + "logprob_reward": -0.062037527561187744, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062037527561187744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09693315625190735, + 0.07547171413898468, + 0.16704396903514862, + 0.07463642954826355, + 0.10380928963422775, + 0.05840352550148964, + 0.06503476947546005, + 0.19514888525009155, + 0.09945312887430191, + 0.06406513601541519 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.062037527561187744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319126108661294 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.00319126108661294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319126108661294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12235423922538757, + 0.05647299438714981, + 0.10982391983270645, + 0.07171835750341415, + 0.08726292848587036, + 0.12214508652687073, + 0.13031098246574402, + 0.08345340937376022, + 0.12246917188167572, + 0.09398888051509857 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.00319126108661294 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking slow-motion long shot, filmed from a low angle just above sea level, tilts upward to follow the breathtaking force of a massive humpback whale as it plunges from the deep blue ocean. Illuminated by the bright midday sun, its immense bulk traces a majestic arc through the air, its dark, slippery skin, sea-marked and speckled with white barnacles, gleaming in stark contrast to its light-colored, furrowed belly. Tons of seawater cascade from its body in a shimmering curtain of water and countless crystalline droplets, which catch the sunlight in a fleeting iridescent haze. At the height of its leap, its massive pectoral fins unfurl like wings, and its entire body appears to pause in the air for a moment before plummeting backward into the sea, unleashing a towering explosion of white spray and foam. The entire picture is full of the real texture of high-definition documentaries, capturing the majestic power and awe-inspiring beauty of this natural wonder, creating a grand and tranquil atmosphere.", + "seed": 4728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_7295_seed_4728_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0209591805934906, + "vlm_logprob": -0.0209591805934906, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.0209591805934906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036451417952775955 + ], + "opposite_logprob_tokens": [ + -3.4114513397216797 + ], + "logprob_reward": -0.036451417952775955, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036451417952775955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14141105115413666, + 0.10051627457141876, + 0.20007622241973877, + 0.025607101619243622, + 0.048527613282203674, + 0.03184890374541283, + 0.2626209557056427, + 0.08021971583366394, + 0.025475164875388145, + 0.08369695395231247 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.036451417952775955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11733130365610123, + 0.12226513773202896, + 0.11817129701375961, + 0.03090951032936573, + 0.03449949622154236, + 0.04176829010248184, + 0.06123862788081169, + 0.08437439799308777, + 0.0769699439406395, + 0.31247201561927795 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.023294130340218544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629304192960262 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629304192960262, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629304192960262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11224894225597382, + 0.053838081657886505, + 0.21649818122386932, + 0.0356946736574173, + 0.07645615190267563, + 0.032117124646902084, + 0.21593812108039856, + 0.11344675719738007, + 0.05691961199045181, + 0.08684235066175461 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.007629304192960262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796123504638672 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.029796123504638672, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796123504638672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07248060405254364, + 0.06204456090927124, + 0.08678843826055527, + 0.024564595893025398, + 0.02267591655254364, + 0.02965485118329525, + 0.07172219455242157, + 0.2777816951274872, + 0.2149639129638672, + 0.13732321560382843 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.029796123504638672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076249269768595695 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.0076249269768595695, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076249269768595695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05147721245884895, + 0.03077567368745804, + 0.10469038784503937, + 0.019629228860139847, + 0.011469013057649136, + 0.019281325861811638, + 0.034326691180467606, + 0.1431199461221695, + 0.061446744948625565, + 0.5237837433815002 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.0076249269768595695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking slow-motion long shot, filmed from a low angle just above sea level, tilts upward to follow the breathtaking force of a massive humpback whale as it plunges from the deep blue ocean. Illuminated by the bright midday sun, its immense bulk traces a majestic arc through the air, its dark, slippery skin, sea-marked and speckled with white barnacles, gleaming in stark contrast to its light-colored, furrowed belly. Tons of seawater cascade from its body in a shimmering curtain of water and countless crystalline droplets, which catch the sunlight in a fleeting iridescent haze. At the height of its leap, its massive pectoral fins unfurl like wings, and its entire body appears to pause in the air for a moment before plummeting backward into the sea, unleashing a towering explosion of white spray and foam. The entire picture is full of the real texture of high-definition documentaries, capturing the majestic power and awe-inspiring beauty of this natural wonder, creating a grand and tranquil atmosphere.", + "seed": 4729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000036/group_9/index_7295_seed_4729_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0556698638945818, + "vlm_logprob": -0.0556698638945818, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.0556698638945818, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18351595103740692 + ], + "opposite_logprob_tokens": [ + -1.8085159063339233 + ], + "logprob_reward": -0.18351595103740692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18351595103740692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6904342174530029, + 0.041154056787490845, + 0.019352110102772713, + 0.04894491657614708, + 0.02546052448451519, + 0.033705130219459534, + 0.0597672276198864, + 0.03628339245915413, + 0.01956656388938427, + 0.025331875309348106 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.18351595103740692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635989524424076 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635989524424076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635989524424076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7773510813713074, + 0.0498352013528347, + 0.05213366448879242, + 0.026152417063713074, + 0.02238665148615837, + 0.009383350610733032, + 0.0212528295814991, + 0.0194445438683033, + 0.008105057291686535, + 0.013955263420939445 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02635989524424076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586978644132614 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586978644132614, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586978644132614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7183548808097839, + 0.030280424281954765, + 0.02213769592344761, + 0.029361549764871597, + 0.02068006433546543, + 0.03841780126094818, + 0.038293205201625824, + 0.03229624032974243, + 0.035982344299554825, + 0.03419583663344383 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.020586978644132614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369671851396561 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.03369671851396561, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369671851396561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.666784405708313, + 0.04246096312999725, + 0.03644423186779022, + 0.0410064272582531, + 0.04776129871606827, + 0.0469561442732811, + 0.04118278622627258, + 0.04569735378026962, + 0.01709003373980522, + 0.014616348780691624 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03369671851396561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale shown plunging from the deep blue ocean into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale's skin appear dark and slippery with white barnacles and a light-colored furrowed belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera filmed from a low angle just above sea level and tilting upward to follow the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show tons of seawater cascading from the whale in a shimmering curtain of droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418977603316307 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.01418977603316307, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418977603316307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6623018383979797, + 0.02569831721484661, + 0.06661426275968552, + 0.040851105004549026, + 0.05041250213980675, + 0.05041902884840965, + 0.0375882126390934, + 0.017781687900424004, + 0.01922755502164364, + 0.029105516150593758 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.01418977603316307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_tensor([278, 278])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_tensor([278, 278])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4dc1f4e163466389e66bbe66a8d936dc2c1ab413 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_tensor([278, 278])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, filmed from a low angle, the camera tilts upwards at a slow, steady pace, tracking a sudden commotion. A vast expanse of wilderness, the ground covered with withered, dry grass, dotted with a few twisted, leafless trees. The sky is shrouded in thick, swirling leaden clouds, and the faint, diffuse light casts an oppressive, monochromatic hue. Hundreds, perhaps thousands, of pitch-black crows, their feathers gleaming a glossy blue-purple in the gloom, roost on the ground and on dead branches. As if startled by an invisible, resounding roar, they suddenly flap their wings, emitting a chaotic, piercing cawing noise, and like an exploding black wave, they surge into the gloomy sky. This black torrent of countless individuals forms a vast, chaotic, ever-shifting vortex in the sky, starkly contrasting against the leaden cloud backdrop. Their silhouettes spiral upward, shattering the desolate silence and creating an atmosphere of tension filled with foreboding and primal power.", + "seed": 9871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_278_seed_9871_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04809476938098669, + "vlm_logprob": -0.04809476938098669, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.04809476938098669, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04325498268008232 + ], + "opposite_logprob_tokens": [ + -3.293255090713501 + ], + "logprob_reward": -0.04325498268008232, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04325498268008232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40816235542297363, + 0.016106560826301575, + 0.01828879304230213, + 0.02700669690966606, + 0.032336920499801636, + 0.046630751341581345, + 0.20315194129943848, + 0.07496766746044159, + 0.03273758664727211, + 0.1406107246875763 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04325498268008232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990270256996155 + ], + "opposite_logprob_tokens": [ + -1.8049026727676392 + ], + "logprob_reward": -0.17990270256996155, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990270256996155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4629128873348236, + 0.023399891331791878, + 0.076625756919384, + 0.0405944362282753, + 0.019834546372294426, + 0.023104127496480942, + 0.20750512182712555, + 0.04947423189878464, + 0.02383865788578987, + 0.07271026074886322 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.17990270256996155 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31200799345970154, + 0.04477488994598389, + 0.137693852186203, + 0.02148636430501938, + 0.04631461948156357, + 0.07634782791137695, + 0.09542416036128998, + 0.06816969811916351, + 0.03461780026555061, + 0.16316275298595428 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735478527843952 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735478527843952, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735478527843952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1235141009092331, + 0.02065468207001686, + 0.04846130311489105, + 0.06452278792858124, + 0.07738789170980453, + 0.03241484612226486, + 0.3834948241710663, + 0.1453038901090622, + 0.06071043387055397, + 0.04353521019220352 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006735478527843952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943837575614452 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943837575614452, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943837575614452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29503706097602844, + 0.01427382044494152, + 0.025480836629867554, + 0.015335604548454285, + 0.007065546698868275, + 0.023917067795991898, + 0.11273768544197083, + 0.05699117109179497, + 0.014195756986737251, + 0.4349655210971832 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005943837575614452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, the camera tilts upwards at a slow, steady pace, tracking a sudden commotion. A vast expanse of wilderness, the ground covered with withered, dry grass, dotted with a few twisted, leafless trees. The sky is shrouded in thick, swirling leaden clouds, and the faint, diffuse light casts an oppressive, monochromatic hue. Hundreds, perhaps thousands, of pitch-black crows, their feathers gleaming a glossy blue-purple in the gloom, roost on the ground and on dead branches. As if startled by an invisible, resounding roar, they suddenly flap their wings, emitting a chaotic, piercing cawing noise, and like an exploding black wave, they surge into the gloomy sky. This black torrent of countless individuals forms a vast, chaotic, ever-shifting vortex in the sky, starkly contrasting against the leaden cloud backdrop. Their silhouettes spiral upward, shattering the desolate silence and creating an atmosphere of tension filled with foreboding and primal power.", + "seed": 9872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_278_seed_9872_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014402714371681214, + "vlm_logprob": -0.014402714371681214, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.014402714371681214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021299434825778008 + ], + "opposite_logprob_tokens": [ + -4.146299362182617 + ], + "logprob_reward": -0.021299434825778008, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.021299434825778008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17074856162071228, + 0.09136815369129181, + 0.39993372559547424, + 0.0464361347258091, + 0.028129175305366516, + 0.020884085446596146, + 0.03005950339138508, + 0.029968224465847015, + 0.06277064234018326, + 0.1197018176317215 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.021299434825778008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651750162243843 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651750162243843, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651750162243843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2346230298280716, + 0.1287430226802826, + 0.24709977209568024, + 0.09384974837303162, + 0.046377625316381454, + 0.018929436802864075, + 0.019207321107387543, + 0.04178127273917198, + 0.0530056357383728, + 0.11638312041759491 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.008651750162243843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463898153975606 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463898153975606, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463898153975606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08388631790876389, + 0.2543138265609741, + 0.20384997129440308, + 0.05002353712916374, + 0.056835148483514786, + 0.04411884769797325, + 0.0601535364985466, + 0.04251733422279358, + 0.037915926426649094, + 0.16638553142547607 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.00463898153975606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06736411899328232, + 0.0423584058880806, + 0.16052915155887604, + 0.04124006628990173, + 0.06063856929540634, + 0.04753619804978371, + 0.08184477686882019, + 0.09165041148662567, + 0.22632725536823273, + 0.18051102757453918 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0076268198899924755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2240353375673294, + 0.03924737498164177, + 0.08329281955957413, + 0.050143707543611526, + 0.03603021055459976, + 0.022176090627908707, + 0.024846874177455902, + 0.060755740851163864, + 0.0977412685751915, + 0.36173054575920105 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02979658544063568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, the camera tilts upwards at a slow, steady pace, tracking a sudden commotion. A vast expanse of wilderness, the ground covered with withered, dry grass, dotted with a few twisted, leafless trees. The sky is shrouded in thick, swirling leaden clouds, and the faint, diffuse light casts an oppressive, monochromatic hue. Hundreds, perhaps thousands, of pitch-black crows, their feathers gleaming a glossy blue-purple in the gloom, roost on the ground and on dead branches. As if startled by an invisible, resounding roar, they suddenly flap their wings, emitting a chaotic, piercing cawing noise, and like an exploding black wave, they surge into the gloomy sky. This black torrent of countless individuals forms a vast, chaotic, ever-shifting vortex in the sky, starkly contrasting against the leaden cloud backdrop. Their silhouettes spiral upward, shattering the desolate silence and creating an atmosphere of tension filled with foreboding and primal power.", + "seed": 9873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_278_seed_9873_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02286136937327683, + "vlm_logprob": -0.02286136937327683, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.02286136937327683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043257150799036026 + ], + "opposite_logprob_tokens": [ + -3.293257236480713 + ], + "logprob_reward": -0.043257150799036026, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.043257150799036026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5831390619277954, + 0.0351887121796608, + 0.06026913970708847, + 0.047092147171497345, + 0.025103408843278885, + 0.06025252863764763, + 0.02794662117958069, + 0.01538423728197813, + 0.12776660919189453, + 0.017857547849416733 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.043257150799036026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496241897344589 + ], + "opposite_logprob_tokens": [ + -2.929962396621704 + ], + "logprob_reward": -0.05496241897344589, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496241897344589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26307347416877747, + 0.06196800246834755, + 0.039250243455171585, + 0.025101425126194954, + 0.05742011219263077, + 0.3146863281726837, + 0.12049616873264313, + 0.02561991848051548, + 0.07079821825027466, + 0.021586203947663307 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.05496241897344589 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028174726758152246 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028174726758152246, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028174726758152246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22502566874027252, + 0.03239025920629501, + 0.09644901752471924, + 0.03596065193414688, + 0.04782276973128319, + 0.13030032813549042, + 0.1274658441543579, + 0.17331703007221222, + 0.08547274768352509, + 0.04579567164182663 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0028174726758152246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45895490050315857, + 0.040398795157670975, + 0.04149721562862396, + 0.029677649959921837, + 0.060184840112924576, + 0.05412314832210541, + 0.05130249634385109, + 0.04906800761818886, + 0.0832645520567894, + 0.1315283477306366 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633077144622803 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633077144622803, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633077144622803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2304086685180664, + 0.05091748759150505, + 0.23030106723308563, + 0.039666395634412766, + 0.0749107226729393, + 0.0743955597281456, + 0.0511145181953907, + 0.11555822938680649, + 0.09057869017124176, + 0.04214863106608391 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008633077144622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, the camera tilts upwards at a slow, steady pace, tracking a sudden commotion. A vast expanse of wilderness, the ground covered with withered, dry grass, dotted with a few twisted, leafless trees. The sky is shrouded in thick, swirling leaden clouds, and the faint, diffuse light casts an oppressive, monochromatic hue. Hundreds, perhaps thousands, of pitch-black crows, their feathers gleaming a glossy blue-purple in the gloom, roost on the ground and on dead branches. As if startled by an invisible, resounding roar, they suddenly flap their wings, emitting a chaotic, piercing cawing noise, and like an exploding black wave, they surge into the gloomy sky. This black torrent of countless individuals forms a vast, chaotic, ever-shifting vortex in the sky, starkly contrasting against the leaden cloud backdrop. Their silhouettes spiral upward, shattering the desolate silence and creating an atmosphere of tension filled with foreboding and primal power.", + "seed": 9874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_0/index_278_seed_9874_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016021199943497776, + "vlm_logprob": -0.016021199943497776, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.016021199943497776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039568156003952026 + ], + "opposite_logprob_tokens": [ + -3.4145681858062744 + ], + "logprob_reward": -0.039568156003952026, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.039568156003952026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1463828980922699, + 0.04179065302014351, + 0.1486889272928238, + 0.1923729032278061, + 0.08326023817062378, + 0.03918899595737457, + 0.11492311954498291, + 0.04556412622332573, + 0.0853106826543808, + 0.10251740366220474 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.039568156003952026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599473267793655 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599473267793655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599473267793655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21873199939727783, + 0.05247582495212555, + 0.4586704671382904, + 0.07976964861154556, + 0.02729441598057747, + 0.028618210926651955, + 0.033981241285800934, + 0.01032804511487484, + 0.011749600060284138, + 0.07838054746389389 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.020599473267793655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614679677411914 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003614679677411914, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614679677411914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08642580360174179, + 0.03275958076119423, + 0.2185920625925064, + 0.14643321931362152, + 0.06127569451928139, + 0.03975905850529671, + 0.21233993768692017, + 0.056842438876628876, + 0.0695672258734703, + 0.0760049819946289 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.003614679677411914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06040097400546074, + 0.054044511169195175, + 0.09689143300056458, + 0.36547282338142395, + 0.049099188297986984, + 0.036235127598047256, + 0.09718713909387589, + 0.05237410590052605, + 0.02661915123462677, + 0.16167551279067993 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a low angle with the camera tilting upwards at a slow, steady pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wilderness with withered dry grass and twisted leafless trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds or thousands of pitch-black crows visible roosting on the ground and dead branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crows suddenly flap their wings and surge upward into the sky forming a chaotic vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky shrouded in thick swirling leaden clouds with a monochromatic hue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107191201299429 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.01107191201299429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107191201299429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3273705840110779, + 0.13801510632038116, + 0.1731005609035492, + 0.13745494186878204, + 0.05188853293657303, + 0.020431458950042725, + 0.054372288286685944, + 0.02170708030462265, + 0.008442559279501438, + 0.06721692532300949 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01107191201299429 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_tensor([1154, 1154])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_tensor([1154, 1154])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..337a3692c14dcfad0922f52f5349c881a77478bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_tensor([1154, 1154])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-altitude, black-and-white drone view slowly inched toward the center of a vast volcanic crater, capturing its majestic and terrifying presence. The crater's jagged rims frame a deep, nearly black abyss, surrounded by a gray rock mass riddled with cracks and gullies. Suddenly, the center of the crater violently rips open, and a stream of searing white magma erupts explosively. Like a vast, luminous fountain, it shoots skyward, hurling countless molten spheres into the air. With a relentless, almost overexposed brightness, the viscous lava spills from the crater in streams of brilliant white, slowly but surely carving new paths across the vast, desolate, dark, ash-covered slopes. Simultaneously, a massive, billowing column of smoke and ash rises, its intricate gray textures creating a stark visual contrast with the fiery magma below. The entire scene is completely illuminated by the light of the magma itself, casting violently dancing shadows and creating a primal, apocalyptic atmosphere full of the irresistible and awe-inspiring power of nature.", + "seed": 11022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_1154_seed_11022_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0703135833144188, + "vlm_logprob": -0.0703135833144188, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.0703135833144188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24863627552986145 + ], + "opposite_logprob_tokens": [ + -1.623636245727539 + ], + "logprob_reward": -0.24863627552986145, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24863627552986145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1973866969347, + 0.08999919146299362, + 0.07002448290586472, + 0.08223769813776016, + 0.16481870412826538, + 0.0787665843963623, + 0.1704222857952118, + 0.044307321310043335, + 0.037220630794763565, + 0.0648164227604866 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.24863627552986145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02643188089132309 + ], + "opposite_logprob_tokens": [ + -3.6514317989349365 + ], + "logprob_reward": -0.02643188089132309, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02643188089132309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3296583592891693, + 0.08036209642887115, + 0.11985927820205688, + 0.06028314307332039, + 0.06402526050806046, + 0.05323830246925354, + 0.05030905455350876, + 0.04963059723377228, + 0.08717335015535355, + 0.10546055436134338 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02643188089132309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004360109567642 + ], + "opposite_logprob_tokens": [ + -2.6950435638427734 + ], + "logprob_reward": -0.07004360109567642, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004360109567642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1268993467092514, + 0.07349888980388641, + 0.14796997606754303, + 0.09165941178798676, + 0.23801064491271973, + 0.06028120219707489, + 0.047225356101989746, + 0.06150278076529503, + 0.09868790209293365, + 0.05426453426480293 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.07004360109567642 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002834114944562316 + ], + "opposite_logprob_tokens": [ + -5.877834320068359 + ], + "logprob_reward": -0.002834114944562316, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002834114944562316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15554295480251312, + 0.08630280941724777, + 0.15435412526130676, + 0.14666451513767242, + 0.14883244037628174, + 0.04500690847635269, + 0.09669288247823715, + 0.043170008808374405, + 0.06678946316242218, + 0.05664389580488205 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.002834114944562316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036220441106706858 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036220441106706858, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036220441106706858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11683464795351028, + 0.03470059111714363, + 0.08157115429639816, + 0.11465482413768768, + 0.25496771931648254, + 0.05502905696630478, + 0.08763153105974197, + 0.044911328703165054, + 0.05825677141547203, + 0.15144230425357819 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0036220441106706858 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-altitude, black-and-white drone view slowly inched toward the center of a vast volcanic crater, capturing its majestic and terrifying presence. The crater's jagged rims frame a deep, nearly black abyss, surrounded by a gray rock mass riddled with cracks and gullies. Suddenly, the center of the crater violently rips open, and a stream of searing white magma erupts explosively. Like a vast, luminous fountain, it shoots skyward, hurling countless molten spheres into the air. With a relentless, almost overexposed brightness, the viscous lava spills from the crater in streams of brilliant white, slowly but surely carving new paths across the vast, desolate, dark, ash-covered slopes. Simultaneously, a massive, billowing column of smoke and ash rises, its intricate gray textures creating a stark visual contrast with the fiery magma below. The entire scene is completely illuminated by the light of the magma itself, casting violently dancing shadows and creating a primal, apocalyptic atmosphere full of the irresistible and awe-inspiring power of nature.", + "seed": 11023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_1154_seed_11023_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04134105620905757, + "vlm_logprob": -0.04134105620905757, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.04134105620905757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12815400958061218 + ], + "opposite_logprob_tokens": [ + -2.3781540393829346 + ], + "logprob_reward": -0.12815400958061218, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12815400958061218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12432284653186798, + 0.11888580769300461, + 0.18396338820457458, + 0.1128787249326706, + 0.11205010116100311, + 0.04724213853478432, + 0.04055672138929367, + 0.0812319815158844, + 0.15337631106376648, + 0.02549198642373085 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.12815400958061218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011154907755553722 + ], + "opposite_logprob_tokens": [ + -4.511155128479004 + ], + "logprob_reward": -0.011154907755553722, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011154907755553722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08206305652856827, + 0.021200047805905342, + 0.033926308155059814, + 0.055041734129190445, + 0.034577835351228714, + 0.12056468427181244, + 0.019611883908510208, + 0.5945931077003479, + 0.021135203540325165, + 0.017286095768213272 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.011154907755553722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206732988357544 + ], + "opposite_logprob_tokens": [ + -2.8120672702789307 + ], + "logprob_reward": -0.06206732988357544, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206732988357544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07352253794670105, + 0.07947300374507904, + 0.11927967518568039, + 0.12271522730588913, + 0.07908988744020462, + 0.10186953097581863, + 0.04599103331565857, + 0.33423087000846863, + 0.02351917140185833, + 0.02030906453728676 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.06206732988357544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025039531756192446 + ], + "opposite_logprob_tokens": [ + -6.002503871917725 + ], + "logprob_reward": -0.0025039531756192446, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025039531756192446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11255718767642975, + 0.11071135848760605, + 0.2778535485267639, + 0.10263561457395554, + 0.10095266997814178, + 0.07952041923999786, + 0.07394352555274963, + 0.0650940090417862, + 0.0351906418800354, + 0.04154104366898537 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0025039531756192446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028250806499272585 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.0028250806499272585, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028250806499272585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07142114639282227, + 0.07120309770107269, + 0.08607502281665802, + 0.08076772093772888, + 0.061609115451574326, + 0.057606786489486694, + 0.04994455352425575, + 0.455565869808197, + 0.03637195751070976, + 0.029434682801365852 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.0028250806499272585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-altitude, black-and-white drone view slowly inched toward the center of a vast volcanic crater, capturing its majestic and terrifying presence. The crater's jagged rims frame a deep, nearly black abyss, surrounded by a gray rock mass riddled with cracks and gullies. Suddenly, the center of the crater violently rips open, and a stream of searing white magma erupts explosively. Like a vast, luminous fountain, it shoots skyward, hurling countless molten spheres into the air. With a relentless, almost overexposed brightness, the viscous lava spills from the crater in streams of brilliant white, slowly but surely carving new paths across the vast, desolate, dark, ash-covered slopes. Simultaneously, a massive, billowing column of smoke and ash rises, its intricate gray textures creating a stark visual contrast with the fiery magma below. The entire scene is completely illuminated by the light of the magma itself, casting violently dancing shadows and creating a primal, apocalyptic atmosphere full of the irresistible and awe-inspiring power of nature.", + "seed": 11024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_1154_seed_11024_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06965754523407668, + "vlm_logprob": -0.06965754523407668, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.06965754523407668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.098397396504879 + ], + "opposite_logprob_tokens": [ + -2.4733974933624268 + ], + "logprob_reward": -0.098397396504879, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.098397396504879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17385083436965942, + 0.10389553755521774, + 0.0441347099840641, + 0.08071977645158768, + 0.0225988682359457, + 0.015388993546366692, + 0.02950795367360115, + 0.4571387767791748, + 0.03843843564391136, + 0.03432617336511612 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.098397396504879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020636025816202164 + ], + "opposite_logprob_tokens": [ + -3.8956360816955566 + ], + "logprob_reward": -0.020636025816202164, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020636025816202164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10451158881187439, + 0.08553162217140198, + 0.02973436564207077, + 0.02357405424118042, + 0.015323268249630928, + 0.012227920815348625, + 0.035111188888549805, + 0.6651504635810852, + 0.014042684808373451, + 0.014792827889323235 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.020636025816202164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557693719863892 + ], + "opposite_logprob_tokens": [ + -1.6005768775939941 + ], + "logprob_reward": -0.22557693719863892, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557693719863892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16328278183937073, + 0.08926422894001007, + 0.10872926563024521, + 0.11093170940876007, + 0.08781731128692627, + 0.021497828885912895, + 0.052456293255090714, + 0.30499744415283203, + 0.036860041320323944, + 0.024163123220205307 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.22557693719863892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024963426403701305 + ], + "opposite_logprob_tokens": [ + -6.002496242523193 + ], + "logprob_reward": -0.0024963426403701305, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024963426403701305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20234207808971405, + 0.12871964275836945, + 0.16081365942955017, + 0.07549503445625305, + 0.05535716563463211, + 0.015971431508660316, + 0.03127535805106163, + 0.2948145866394043, + 0.01746014505624771, + 0.017750853672623634 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0024963426403701305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011810240102931857 + ], + "opposite_logprob_tokens": [ + -6.751181125640869 + ], + "logprob_reward": -0.0011810240102931857, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011810240102931857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12574802339076996, + 0.19401514530181885, + 0.06323684751987457, + 0.09001745283603668, + 0.03414635360240936, + 0.02156108431518078, + 0.062026768922805786, + 0.29796597361564636, + 0.04269469529390335, + 0.06858760118484497 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0011810240102931857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-altitude, black-and-white drone view slowly inched toward the center of a vast volcanic crater, capturing its majestic and terrifying presence. The crater's jagged rims frame a deep, nearly black abyss, surrounded by a gray rock mass riddled with cracks and gullies. Suddenly, the center of the crater violently rips open, and a stream of searing white magma erupts explosively. Like a vast, luminous fountain, it shoots skyward, hurling countless molten spheres into the air. With a relentless, almost overexposed brightness, the viscous lava spills from the crater in streams of brilliant white, slowly but surely carving new paths across the vast, desolate, dark, ash-covered slopes. Simultaneously, a massive, billowing column of smoke and ash rises, its intricate gray textures creating a stark visual contrast with the fiery magma below. The entire scene is completely illuminated by the light of the magma itself, casting violently dancing shadows and creating a primal, apocalyptic atmosphere full of the irresistible and awe-inspiring power of nature.", + "seed": 11025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_1/index_1154_seed_11025_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06566038783639669, + "vlm_logprob": -0.06566038783639669, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.06566038783639669, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19627165794372559 + ], + "opposite_logprob_tokens": [ + -1.8212716579437256 + ], + "logprob_reward": -0.19627165794372559, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19627165794372559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10887754708528519, + 0.08572901040315628, + 0.19217850267887115, + 0.07881335914134979, + 0.19529777765274048, + 0.04227539524435997, + 0.09558356553316116, + 0.06282440572977066, + 0.049062564969062805, + 0.0893578976392746 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.19627165794372559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002248499309644103 + ], + "opposite_logprob_tokens": [ + -6.127248287200928 + ], + "logprob_reward": -0.002248499309644103, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002248499309644103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10325749218463898, + 0.14381153881549835, + 0.1356496512889862, + 0.1384071260690689, + 0.08711329102516174, + 0.025436807423830032, + 0.03199427202343941, + 0.11984691768884659, + 0.16793592274188995, + 0.04654702916741371 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.002248499309644103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707199156284332 + ], + "opposite_logprob_tokens": [ + -2.1270720958709717 + ], + "logprob_reward": -0.12707199156284332, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707199156284332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11297576874494553, + 0.09686344116926193, + 0.06888175010681152, + 0.13050955533981323, + 0.15246450901031494, + 0.10495968908071518, + 0.1681026667356491, + 0.04953746497631073, + 0.043393824249506, + 0.07231130450963974 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.12707199156284332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00119138287845999 + ], + "opposite_logprob_tokens": [ + -6.75119161605835 + ], + "logprob_reward": -0.00119138287845999, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.00119138287845999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05413428694009781, + 0.04654236137866974, + 0.15088963508605957, + 0.14576424658298492, + 0.2065054029226303, + 0.032178930938243866, + 0.11367788165807724, + 0.13820908963680267, + 0.07362402230501175, + 0.03847409784793854 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.00119138287845999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-altitude drone view looking down into a volcanic crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in black-and-white with a gray rock mass and jagged crater rims?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly inch toward the center of the crater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does white magma erupt explosively from the center, shooting skyward as a luminous fountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the magma's light, creating overexposed brightness and dancing shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015184074873104692 + ], + "opposite_logprob_tokens": [ + -6.501518249511719 + ], + "logprob_reward": -0.0015184074873104692, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015184074873104692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048206768929958344, + 0.05241097882390022, + 0.1341952532529831, + 0.0723518654704094, + 0.19852103292942047, + 0.07921154797077179, + 0.06005557253956795, + 0.19088800251483917, + 0.03174707666039467, + 0.1324119120836258 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.0015184074873104692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_tensor([9265, 9265])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_tensor([9265, 9265])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b61dff7fd7ed5c2c15062f6011abd77bb6c59763 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_tensor([9265, 9265])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In Steve McCurry's signature rich color style, a slow-motion medium shot, captured with high-speed cinematography, precisely freezes a moment brimming with dramatic tension. A warm, intense afternoon light slants down, illuminating a weathered, mottled wall. The surface is a rich interplay of deep ochre yellow and faded turquoise blue. The paint, eroded by age, has flaked off, revealing the rough plaster beneath. Before this storied wall, a graceful swallow, startled by an unknown source, suddenly takes flight, its body tensed in the air. Caught in extreme slow motion, its back, shimmering with metallic blue-green feathers, stands in stark contrast to its soft, creamy white belly. Its wings sweep upward with breathtaking force, fully extended. The outline of each feather is clearly visible in the air, and the dust and wall debris that rise up create a fleeting halo of light around it. The color saturation of the entire picture is extremely high, and the light makes the warm tones of the wall particularly mellow, forming a distinct and harmonious visual impact with the cool luster of the swallow's feathers, creating a strong atmosphere of vitality bursting out in chaos and capturing eternity in the fleeting moment.", + "seed": 19477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_9265_seed_19477_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022793595818802713, + "vlm_logprob": -0.022793595818802713, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.022793595818802713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002050560899078846 + ], + "opposite_logprob_tokens": [ + -6.377050399780273 + ], + "logprob_reward": -0.002050560899078846, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002050560899078846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15195271372795105, + 0.28749334812164307, + 0.0763736367225647, + 0.08067627996206284, + 0.10409300774335861, + 0.02181212045252323, + 0.05240828916430473, + 0.0655515119433403, + 0.08335300534963608, + 0.07628610730171204 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.002050560899078846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3641067445278168, + 0.19760586321353912, + 0.05191102996468544, + 0.023112095892429352, + 0.09166181087493896, + 0.025408577173948288, + 0.07653243094682693, + 0.03090294823050499, + 0.0462472029030323, + 0.09251122176647186 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005950592458248138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06802055239677429, + 0.16946835815906525, + 0.11938939988613129, + 0.03220529854297638, + 0.10381749272346497, + 0.025242440402507782, + 0.1141047477722168, + 0.1108587458729744, + 0.09301182627677917, + 0.1638811081647873 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190667135640979 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190667135640979, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190667135640979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09824595600366592, + 0.2044118046760559, + 0.09896530210971832, + 0.07027018815279007, + 0.05152716115117073, + 0.05973503366112709, + 0.10865377634763718, + 0.06571847200393677, + 0.09778037667274475, + 0.14469186961650848 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.003190667135640979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028897225856781 + ], + "opposite_logprob_tokens": [ + -2.3502888679504395 + ], + "logprob_reward": -0.10028897225856781, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028897225856781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10727667808532715, + 0.04971577599644661, + 0.043032385408878326, + 0.042487502098083496, + 0.12430799007415771, + 0.024386649951338768, + 0.09637319296598434, + 0.0491984486579895, + 0.13122691214084625, + 0.33199450373649597 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.10028897225856781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Steve McCurry's signature rich color style, a slow-motion medium shot, captured with high-speed cinematography, precisely freezes a moment brimming with dramatic tension. A warm, intense afternoon light slants down, illuminating a weathered, mottled wall. The surface is a rich interplay of deep ochre yellow and faded turquoise blue. The paint, eroded by age, has flaked off, revealing the rough plaster beneath. Before this storied wall, a graceful swallow, startled by an unknown source, suddenly takes flight, its body tensed in the air. Caught in extreme slow motion, its back, shimmering with metallic blue-green feathers, stands in stark contrast to its soft, creamy white belly. Its wings sweep upward with breathtaking force, fully extended. The outline of each feather is clearly visible in the air, and the dust and wall debris that rise up create a fleeting halo of light around it. The color saturation of the entire picture is extremely high, and the light makes the warm tones of the wall particularly mellow, forming a distinct and harmonious visual impact with the cool luster of the swallow's feathers, creating a strong atmosphere of vitality bursting out in chaos and capturing eternity in the fleeting moment.", + "seed": 19478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_9265_seed_19478_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.007416028110310435, + "vlm_logprob": -0.007416028110310435, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.007416028110310435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001320086419582367 + ], + "opposite_logprob_tokens": [ + -6.751319885253906 + ], + "logprob_reward": -0.001320086419582367, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001320086419582367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09870264679193497, + 0.04313042387366295, + 0.05179451406002045, + 0.06665018200874329, + 0.06264807283878326, + 0.35803163051605225, + 0.09079618752002716, + 0.07222633063793182, + 0.08263436704874039, + 0.07338560372591019 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.001320086419582367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11647069454193115, + 0.16232766211032867, + 0.08757252991199493, + 0.10300438106060028, + 0.0598212294280529, + 0.1883268505334854, + 0.02736813947558403, + 0.03634411841630936, + 0.11078757047653198, + 0.10797683149576187 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177571015432477 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177571015432477, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177571015432477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11306441575288773, + 0.16306965053081512, + 0.04685397818684578, + 0.2991200387477875, + 0.073493093252182, + 0.0637352243065834, + 0.09237472712993622, + 0.04172462597489357, + 0.03623344376683235, + 0.07033077627420425 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.001177571015432477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036134920082986355 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.0036134920082986355, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036134920082986355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10137221217155457, + 0.09588678926229477, + 0.05154195800423622, + 0.24641776084899902, + 0.07598934322595596, + 0.1339363157749176, + 0.12292065471410751, + 0.08498825877904892, + 0.05553427338600159, + 0.031412407755851746 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.0036134920082986355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332145556807518 + ], + "opposite_logprob_tokens": [ + -3.651332139968872 + ], + "logprob_reward": -0.026332145556807518, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332145556807518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1856595128774643, + 0.116982102394104, + 0.06725747138261795, + 0.08078426122665405, + 0.10488873720169067, + 0.17522241175174713, + 0.03354267776012421, + 0.07829409837722778, + 0.07646072655916214, + 0.08090797066688538 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.026332145556807518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Steve McCurry's signature rich color style, a slow-motion medium shot, captured with high-speed cinematography, precisely freezes a moment brimming with dramatic tension. A warm, intense afternoon light slants down, illuminating a weathered, mottled wall. The surface is a rich interplay of deep ochre yellow and faded turquoise blue. The paint, eroded by age, has flaked off, revealing the rough plaster beneath. Before this storied wall, a graceful swallow, startled by an unknown source, suddenly takes flight, its body tensed in the air. Caught in extreme slow motion, its back, shimmering with metallic blue-green feathers, stands in stark contrast to its soft, creamy white belly. Its wings sweep upward with breathtaking force, fully extended. The outline of each feather is clearly visible in the air, and the dust and wall debris that rise up create a fleeting halo of light around it. The color saturation of the entire picture is extremely high, and the light makes the warm tones of the wall particularly mellow, forming a distinct and harmonious visual impact with the cool luster of the swallow's feathers, creating a strong atmosphere of vitality bursting out in chaos and capturing eternity in the fleeting moment.", + "seed": 19479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_9265_seed_19479_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011389859789051115, + "vlm_logprob": -0.011389859789051115, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.011389859789051115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016707521863281727 + ], + "opposite_logprob_tokens": [ + -6.501670837402344 + ], + "logprob_reward": -0.0016707521863281727, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0016707521863281727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4106147885322571, + 0.08271316438913345, + 0.09175104647874832, + 0.06947293877601624, + 0.06593779474496841, + 0.02888479456305504, + 0.04247957840561867, + 0.09270115196704865, + 0.08605261892080307, + 0.029392184689641 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0016707521863281727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028183048125356436 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028183048125356436, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028183048125356436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10199280828237534, + 0.6213814616203308, + 0.06004646047949791, + 0.025470677763223648, + 0.036549732089042664, + 0.03516426682472229, + 0.0463704876601696, + 0.02204427868127823, + 0.03435443341732025, + 0.016625460237264633 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0028183048125356436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013336582342162728 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013336582342162728, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013336582342162728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09431430697441101, + 0.16433681547641754, + 0.21441903710365295, + 0.07093309611082077, + 0.06095479056239128, + 0.04325784370303154, + 0.055266667157411575, + 0.11646046489477158, + 0.14129847288131714, + 0.03875847905874252 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.0013336582342162728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750859171152115, + 0.05685095489025116, + 0.22687552869319916, + 0.0657181590795517, + 0.07036729902029037, + 0.04161807522177696, + 0.10073595494031906, + 0.08888205140829086, + 0.0952044203877449, + 0.07866166532039642 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.002485997276380658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864058643579483 + ], + "opposite_logprob_tokens": [ + -3.048640489578247 + ], + "logprob_reward": -0.04864058643579483, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864058643579483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127717584371567, + 0.24491816759109497, + 0.08824636787176132, + 0.04161810129880905, + 0.07798531651496887, + 0.03482867032289505, + 0.1102944016456604, + 0.03235311433672905, + 0.1473570168018341, + 0.10112172365188599 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.04864058643579483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Steve McCurry's signature rich color style, a slow-motion medium shot, captured with high-speed cinematography, precisely freezes a moment brimming with dramatic tension. A warm, intense afternoon light slants down, illuminating a weathered, mottled wall. The surface is a rich interplay of deep ochre yellow and faded turquoise blue. The paint, eroded by age, has flaked off, revealing the rough plaster beneath. Before this storied wall, a graceful swallow, startled by an unknown source, suddenly takes flight, its body tensed in the air. Caught in extreme slow motion, its back, shimmering with metallic blue-green feathers, stands in stark contrast to its soft, creamy white belly. Its wings sweep upward with breathtaking force, fully extended. The outline of each feather is clearly visible in the air, and the dust and wall debris that rise up create a fleeting halo of light around it. The color saturation of the entire picture is extremely high, and the light makes the warm tones of the wall particularly mellow, forming a distinct and harmonious visual impact with the cool luster of the swallow's feathers, creating a strong atmosphere of vitality bursting out in chaos and capturing eternity in the fleeting moment.", + "seed": 19480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_10/index_9265_seed_19480_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024986411072313787, + "vlm_logprob": -0.024986411072313787, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.024986411072313787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023778993636369705 + ], + "opposite_logprob_tokens": [ + -6.127377986907959 + ], + "logprob_reward": -0.0023778993636369705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0023778993636369705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26239317655563354, + 0.07082890719175339, + 0.057469625025987625, + 0.08731606602668762, + 0.08521895855665207, + 0.07034225016832352, + 0.1399964690208435, + 0.05934913083910942, + 0.0848863422870636, + 0.08219905197620392 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0023778993636369705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095382057130337 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095382057130337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095382057130337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3809278607368469, + 0.05153866484761238, + 0.03822294622659683, + 0.030438706278800964, + 0.07513955980539322, + 0.04606308043003082, + 0.11314599215984344, + 0.20502015948295593, + 0.02370254136621952, + 0.03580048680305481 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.004095382057130337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019392033573240042 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019392033573240042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019392033573240042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21850091218948364, + 0.07010806351900101, + 0.06915882229804993, + 0.05805041640996933, + 0.11785352975130081, + 0.06279582530260086, + 0.13829730451107025, + 0.19483773410320282, + 0.03225325420498848, + 0.03814418613910675 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0019392033573240042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612779313698411 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003612779313698411, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612779313698411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11666902899742126, + 0.04761609435081482, + 0.039909858256578445, + 0.09633734822273254, + 0.21136797964572906, + 0.07971038669347763, + 0.07242656499147415, + 0.2900601327419281, + 0.016407128423452377, + 0.029495535418391228 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.003612779313698411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set before a weathered wall with deep ochre yellow and faded turquoise blue paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wall surface eroded with flaked paint revealing rough plaster beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a graceful swallow visible with metallic blue-green back feathers and a creamy white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the swallow captured in extreme slow motion with wings fully extended and sweeping upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color saturation extremely high with warm wall tones and cool feather luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129067912697792 + ], + "opposite_logprob_tokens": [ + -2.2379066944122314 + ], + "logprob_reward": -0.1129067912697792, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129067912697792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27192649245262146, + 0.03736543282866478, + 0.0994773581624031, + 0.04204384982585907, + 0.13883312046527863, + 0.06321293860673904, + 0.1572086662054062, + 0.09125592559576035, + 0.05689999461174011, + 0.04177633672952652 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.1129067912697792 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_tensor([2093, 2093])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_tensor([2093, 2093])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99ed2df5334720527c12dd5fef7c52a079906205 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_tensor([2093, 2093])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's gaze deep into the depths of a dimly lit, ancient inn. At the center of the frame, a lone swordsman sits at a greasy, square wooden table. He wears a dark blue, coarse cloth gown, slightly frayed at the collar and cuffs. His long, jet-black hair is casually tied back with a simple cloth sash, a few strands falling across his sharply defined features. A flickering oil lamp on the table provides the only light source. The warm, dim glow casts deep shadows on his face, highlighting his tightly pursed lips and eagle-like gaze. He leans forward slightly, his gaze fixed intently on the heavy wooden door not far away, as if awaiting the arrival of a fate. His right hand, with distinct joints and veins visible, grips the hilt of an ancient longsword at his waist with a gesture imbued with immense power. The hilt is made of dark wood and wrapped in aged leather. The main colors of the entire scene are dark brown and dark red, illuminated by that jumping orange light. The air is filled with a silent, focused and tense atmosphere that is about to explode, like the last calm before the storm.", + "seed": 6485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_2093_seed_6485_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010782985482364893, + "vlm_logprob": -0.010782985482364893, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010782985482364893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02656538598239422 + ], + "opposite_logprob_tokens": [ + -3.6515653133392334 + ], + "logprob_reward": -0.02656538598239422, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02656538598239422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13122808933258057, + 0.07489445805549622, + 0.05595508962869644, + 0.04513833671808243, + 0.05041620507836342, + 0.026735248044133186, + 0.3353022038936615, + 0.17011362314224243, + 0.0459926463663578, + 0.06422415375709534 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.02656538598239422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13060742616653442, + 0.0789865180850029, + 0.05283992737531662, + 0.10818327963352203, + 0.12121927738189697, + 0.05489102751016617, + 0.1093982681632042, + 0.17485058307647705, + 0.08511268347501755, + 0.08391108363866806 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.006743411999195814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24425464868545532, + 0.12008470296859741, + 0.04053020104765892, + 0.02310996875166893, + 0.03122117929160595, + 0.029537683352828026, + 0.13888104259967804, + 0.16326668858528137, + 0.07832613587379456, + 0.13078780472278595 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127429991960526, + 0.08199962973594666, + 0.0770644024014473, + 0.05071032792329788, + 0.17696626484394073, + 0.09373047947883606, + 0.05546175688505173, + 0.11038240045309067, + 0.17460997402668, + 0.05780041590332985 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24483662843704224, + 0.15797394514083862, + 0.05059277266263962, + 0.07741732895374298, + 0.048611853271722794, + 0.07081697136163712, + 0.05143866315484047, + 0.11645591259002686, + 0.06960705667734146, + 0.11224881559610367 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.009775268845260143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's gaze deep into the depths of a dimly lit, ancient inn. At the center of the frame, a lone swordsman sits at a greasy, square wooden table. He wears a dark blue, coarse cloth gown, slightly frayed at the collar and cuffs. His long, jet-black hair is casually tied back with a simple cloth sash, a few strands falling across his sharply defined features. A flickering oil lamp on the table provides the only light source. The warm, dim glow casts deep shadows on his face, highlighting his tightly pursed lips and eagle-like gaze. He leans forward slightly, his gaze fixed intently on the heavy wooden door not far away, as if awaiting the arrival of a fate. His right hand, with distinct joints and veins visible, grips the hilt of an ancient longsword at his waist with a gesture imbued with immense power. The hilt is made of dark wood and wrapped in aged leather. The main colors of the entire scene are dark brown and dark red, illuminated by that jumping orange light. The air is filled with a silent, focused and tense atmosphere that is about to explode, like the last calm before the storm.", + "seed": 6486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_2093_seed_6486_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019033389817923307, + "vlm_logprob": -0.019033389817923307, + "vlm_yes_no_margin": 4.349999952316284, + "vlm_token_credit": -0.019033389817923307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05545865371823311 + ], + "opposite_logprob_tokens": [ + -2.9304585456848145 + ], + "logprob_reward": -0.05545865371823311, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05545865371823311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5276110172271729, + 0.1282368004322052, + 0.039209336042404175, + 0.02847975119948387, + 0.044758185744285583, + 0.03274188190698624, + 0.031684357672929764, + 0.025583745911717415, + 0.10204019397497177, + 0.03965466469526291 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05545865371823311 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639005314558744 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639005314558744, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639005314558744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2593095302581787, + 0.22224858403205872, + 0.06860265880823135, + 0.06708095222711563, + 0.12004704028367996, + 0.01796780712902546, + 0.060667458921670914, + 0.07699406147003174, + 0.04514782503247261, + 0.061934106051921844 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007639005314558744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4135749936103821, + 0.12590846419334412, + 0.09072979539632797, + 0.06388156116008759, + 0.05052110552787781, + 0.05481337010860443, + 0.04769055172801018, + 0.06338030844926834, + 0.04751092568039894, + 0.04198897257447243 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008636504411697388 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5164321660995483, + 0.15482382476329803, + 0.07031083852052689, + 0.0498531311750412, + 0.05275910720229149, + 0.028690597042441368, + 0.04026215896010399, + 0.02894086390733719, + 0.025966359302401543, + 0.03196099400520325 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179109320044518 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018179109320044518, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179109320044518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38595494627952576, + 0.12640663981437683, + 0.05693088099360466, + 0.044074900448322296, + 0.06412391364574432, + 0.042147841304540634, + 0.03515228256583214, + 0.04705464839935303, + 0.149576336145401, + 0.04857763275504112 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018179109320044518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's gaze deep into the depths of a dimly lit, ancient inn. At the center of the frame, a lone swordsman sits at a greasy, square wooden table. He wears a dark blue, coarse cloth gown, slightly frayed at the collar and cuffs. His long, jet-black hair is casually tied back with a simple cloth sash, a few strands falling across his sharply defined features. A flickering oil lamp on the table provides the only light source. The warm, dim glow casts deep shadows on his face, highlighting his tightly pursed lips and eagle-like gaze. He leans forward slightly, his gaze fixed intently on the heavy wooden door not far away, as if awaiting the arrival of a fate. His right hand, with distinct joints and veins visible, grips the hilt of an ancient longsword at his waist with a gesture imbued with immense power. The hilt is made of dark wood and wrapped in aged leather. The main colors of the entire scene are dark brown and dark red, illuminated by that jumping orange light. The air is filled with a silent, focused and tense atmosphere that is about to explode, like the last calm before the storm.", + "seed": 6487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_2093_seed_6487_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009804162103682757, + "vlm_logprob": -0.009804162103682757, + "vlm_yes_no_margin": 4.774999952316284, + "vlm_token_credit": -0.009804162103682757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018497701734304428 + ], + "opposite_logprob_tokens": [ + -4.018497467041016 + ], + "logprob_reward": -0.018497701734304428, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018497701734304428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23137399554252625, + 0.06638026237487793, + 0.09646371752023697, + 0.3233434855937958, + 0.09893586486577988, + 0.03080618754029274, + 0.015262397937476635, + 0.03433294966816902, + 0.05746840685606003, + 0.04563281312584877 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.018497701734304428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17076098918914795, + 0.03433108702301979, + 0.15355609357357025, + 0.21796537935733795, + 0.07039759308099747, + 0.06463751941919327, + 0.06932750344276428, + 0.07236524671316147, + 0.0536351203918457, + 0.09302343428134918 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737728603184223 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737728603184223, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737728603184223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29534676671028137, + 0.0854736790060997, + 0.07224950194358826, + 0.13864758610725403, + 0.0891241803765297, + 0.05123447999358177, + 0.06490715593099594, + 0.050449125468730927, + 0.06436848640441895, + 0.08819906413555145 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.006737728603184223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615036141127348 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003615036141127348, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615036141127348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37575292587280273, + 0.11703043431043625, + 0.10654901713132858, + 0.09920042008161545, + 0.04973230138421059, + 0.04212597757577896, + 0.03627222031354904, + 0.06459683179855347, + 0.06435228884220123, + 0.044387634843587875 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.003615036141127348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533704750239849 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533704750239849, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533704750239849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23241713643074036, + 0.07763759046792984, + 0.05463092401623726, + 0.06520389765501022, + 0.21748343110084534, + 0.07454617321491241, + 0.08724547177553177, + 0.06957793235778809, + 0.04907414689660072, + 0.0721832737326622 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012533704750239849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's gaze deep into the depths of a dimly lit, ancient inn. At the center of the frame, a lone swordsman sits at a greasy, square wooden table. He wears a dark blue, coarse cloth gown, slightly frayed at the collar and cuffs. His long, jet-black hair is casually tied back with a simple cloth sash, a few strands falling across his sharply defined features. A flickering oil lamp on the table provides the only light source. The warm, dim glow casts deep shadows on his face, highlighting his tightly pursed lips and eagle-like gaze. He leans forward slightly, his gaze fixed intently on the heavy wooden door not far away, as if awaiting the arrival of a fate. His right hand, with distinct joints and veins visible, grips the hilt of an ancient longsword at his waist with a gesture imbued with immense power. The hilt is made of dark wood and wrapped in aged leather. The main colors of the entire scene are dark brown and dark red, illuminated by that jumping orange light. The air is filled with a silent, focused and tense atmosphere that is about to explode, like the last calm before the storm.", + "seed": 6488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_11/index_2093_seed_6488_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025410805828869343, + "vlm_logprob": -0.025410805828869343, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.025410805828869343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08966588973999023 + ], + "opposite_logprob_tokens": [ + -2.4646658897399902 + ], + "logprob_reward": -0.08966588973999023, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08966588973999023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7211779356002808, + 0.06936242431402206, + 0.0722428411245346, + 0.026903115212917328, + 0.02095596306025982, + 0.016932779923081398, + 0.012423569336533546, + 0.011918018572032452, + 0.024294458329677582, + 0.02378886006772518 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08966588973999023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087356135249138 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087356135249138, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087356135249138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2643827199935913, + 0.14554592967033386, + 0.2054705023765564, + 0.08492924273014069, + 0.05344775691628456, + 0.07377994060516357, + 0.05314365401864052, + 0.021511467173695564, + 0.06087742745876312, + 0.03691132739186287 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011087356135249138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783769026398659 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783769026398659, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783769026398659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4910055696964264, + 0.12198179960250854, + 0.04541020840406418, + 0.0884871631860733, + 0.04904760792851448, + 0.024087926372885704, + 0.025433916598558426, + 0.022758351638913155, + 0.05011826753616333, + 0.08166924864053726 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009783769026398659 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738794036209583 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738794036209583, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738794036209583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6860777139663696, + 0.10802708566188812, + 0.02858172170817852, + 0.022642791271209717, + 0.041020482778549194, + 0.022235192358493805, + 0.010977032594382763, + 0.02483094111084938, + 0.02343185432255268, + 0.03217516466975212 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006738794036209583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dimly lit, ancient inn with a heavy wooden door visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone swordsman sitting at a greasy, square wooden table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman wear a dark blue, coarse cloth gown that is slightly frayed at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by a flickering oil lamp on the table, casting deep shadows and showing dark brown and dark red main colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the swordsman grip an ancient longsword hilt made of dark wood wrapped in aged leather?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35517463088035583, + 0.1239250898361206, + 0.03364825248718262, + 0.1428302526473999, + 0.06956540793180466, + 0.03357665240764618, + 0.03377899155020714, + 0.052042264491319656, + 0.12848405539989471, + 0.0269743911921978 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0097782202064991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_tensor([3408, 3408])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_tensor([3408, 3408])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c42180c9c44021625dc0d6c9c9fab2e8f3aa3ab0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_tensor([3408, 3408])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme slow-motion shot shot from the ground, the world is reimagined as a child's drawing, brimming with playful innocence. At the center of the frame lies a forest of purple-lined, green-skinned bamboo. Each bamboo pole is not a perfect cylinder, but rather a slightly skewed, crayon-like line drawn with childish strokes. The color is unevenly filled, revealing a paper-like texture. Striking vertical purple stripes are meticulously inscribed on these apple-green poles, their edges tinged with the characteristic roughness of crayon. In the almost static flow of time, the bamboo forest sways with a dreamlike, almost imperceptible movement. The bamboo leaves, simplified into dark green paper-cut shapes, tremble subtly with the swaying of the poles. Most strikingly, with each subtle bend of the poles, the purple stripes appear to slowly expand and contract, creating a sense of life, akin to \"breathing.\" The background is a flat, soft ochre earth and azure sky, dotted with a few fluffy white clouds like cotton candy. In the corner, a huge yellow sun with a smiling face casts warm and even light, injecting infinite tenderness and reverie into this quiet, innocent fairy tale scene.", + "seed": 21420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_3408_seed_21420_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03775605000555515, + "vlm_logprob": -0.03775605000555515, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03775605000555515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01430224534124136 + ], + "opposite_logprob_tokens": [ + -4.2643022537231445 + ], + "logprob_reward": -0.01430224534124136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01430224534124136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4161900579929352, + 0.10320490598678589, + 0.04130489006638527, + 0.13112406432628632, + 0.03379335626959801, + 0.0301005020737648, + 0.10728535056114197, + 0.0411292240023613, + 0.048238351941108704, + 0.047629304230213165 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.01430224534124136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201233819127083 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201233819127083, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201233819127083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.345289945602417, + 0.06364540010690689, + 0.03816457837820053, + 0.34039634466171265, + 0.04035835340619087, + 0.024598749354481697, + 0.034926533699035645, + 0.027414286509156227, + 0.03401307016611099, + 0.05119280517101288 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.018201233819127083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073916219174862 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011073916219174862, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073916219174862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2750902473926544, + 0.07119876891374588, + 0.03789325803518295, + 0.44434046745300293, + 0.016870830208063126, + 0.020794354379177094, + 0.05062432587146759, + 0.025544507429003716, + 0.019293172284960747, + 0.038350049406290054 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.011073916219174862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184611573815346 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184611573815346, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184611573815346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5244033932685852, + 0.04347327724099159, + 0.12406536191701889, + 0.10827271640300751, + 0.01904171332716942, + 0.023185472935438156, + 0.026447217911481857, + 0.09105706959962845, + 0.023444199934601784, + 0.016609549522399902 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018184611573815346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701824307441711 + ], + "opposite_logprob_tokens": [ + -2.1270182132720947 + ], + "logprob_reward": -0.12701824307441711, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701824307441711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5713186860084534, + 0.06628791987895966, + 0.10200157761573792, + 0.04001801088452339, + 0.019396288320422173, + 0.04579668492078781, + 0.07066855579614639, + 0.029013793915510178, + 0.021041693165898323, + 0.03445686399936676 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.12701824307441711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion shot shot from the ground, the world is reimagined as a child's drawing, brimming with playful innocence. At the center of the frame lies a forest of purple-lined, green-skinned bamboo. Each bamboo pole is not a perfect cylinder, but rather a slightly skewed, crayon-like line drawn with childish strokes. The color is unevenly filled, revealing a paper-like texture. Striking vertical purple stripes are meticulously inscribed on these apple-green poles, their edges tinged with the characteristic roughness of crayon. In the almost static flow of time, the bamboo forest sways with a dreamlike, almost imperceptible movement. The bamboo leaves, simplified into dark green paper-cut shapes, tremble subtly with the swaying of the poles. Most strikingly, with each subtle bend of the poles, the purple stripes appear to slowly expand and contract, creating a sense of life, akin to \"breathing.\" The background is a flat, soft ochre earth and azure sky, dotted with a few fluffy white clouds like cotton candy. In the corner, a huge yellow sun with a smiling face casts warm and even light, injecting infinite tenderness and reverie into this quiet, innocent fairy tale scene.", + "seed": 21421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_3408_seed_21421_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014454115368425845, + "vlm_logprob": -0.014454115368425845, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.014454115368425845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016145553439855576 + ], + "opposite_logprob_tokens": [ + -4.141145706176758 + ], + "logprob_reward": -0.016145553439855576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016145553439855576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09425750374794006, + 0.09720112383365631, + 0.020949356257915497, + 0.015755651518702507, + 0.03873572498559952, + 0.1070183664560318, + 0.2629079520702362, + 0.06867911666631699, + 0.20375707745552063, + 0.09073815494775772 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.016145553439855576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0924023985862732, + 0.10291801393032074, + 0.028326366096735, + 0.04902544617652893, + 0.09642616659402847, + 0.13497234880924225, + 0.2029283493757248, + 0.04317433759570122, + 0.1699683964252472, + 0.07985828071832657 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249407142400742 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249407142400742, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249407142400742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12298107892274857, + 0.09695440530776978, + 0.20647616684436798, + 0.060044825077056885, + 0.09946373105049133, + 0.07543715834617615, + 0.15922598540782928, + 0.0290928203612566, + 0.08088759332895279, + 0.06943625956773758 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.005249407142400742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855155974626541, + 0.26273098587989807, + 0.05781511962413788, + 0.05740232765674591, + 0.0355723612010479, + 0.09963805228471756, + 0.19769375026226044, + 0.034314803779125214, + 0.031773388385772705, + 0.03754367306828499 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.004634116776287556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369072452187538 + ], + "opposite_logprob_tokens": [ + -3.4086906909942627 + ], + "logprob_reward": -0.03369072452187538, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369072452187538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16681353747844696, + 0.17564602196216583, + 0.18486741185188293, + 0.021348783746361732, + 0.10953918844461441, + 0.10377229005098343, + 0.11474627256393433, + 0.05456509441137314, + 0.04515119269490242, + 0.023550210520625114 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03369072452187538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion shot shot from the ground, the world is reimagined as a child's drawing, brimming with playful innocence. At the center of the frame lies a forest of purple-lined, green-skinned bamboo. Each bamboo pole is not a perfect cylinder, but rather a slightly skewed, crayon-like line drawn with childish strokes. The color is unevenly filled, revealing a paper-like texture. Striking vertical purple stripes are meticulously inscribed on these apple-green poles, their edges tinged with the characteristic roughness of crayon. In the almost static flow of time, the bamboo forest sways with a dreamlike, almost imperceptible movement. The bamboo leaves, simplified into dark green paper-cut shapes, tremble subtly with the swaying of the poles. Most strikingly, with each subtle bend of the poles, the purple stripes appear to slowly expand and contract, creating a sense of life, akin to \"breathing.\" The background is a flat, soft ochre earth and azure sky, dotted with a few fluffy white clouds like cotton candy. In the corner, a huge yellow sun with a smiling face casts warm and even light, injecting infinite tenderness and reverie into this quiet, innocent fairy tale scene.", + "seed": 21422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_3408_seed_21422_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0703538179397583, + "vlm_logprob": -0.0703538179397583, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.0703538179397583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05511654168367386 + ], + "opposite_logprob_tokens": [ + -2.930116653442383 + ], + "logprob_reward": -0.05511654168367386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05511654168367386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22045640647411346, + 0.06724889576435089, + 0.03224265202879906, + 0.04429734870791435, + 0.020477598533034325, + 0.10374359786510468, + 0.05145087465643883, + 0.1147550642490387, + 0.07314387708902359, + 0.27218368649482727 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.05511654168367386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309502750635147 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309502750635147, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309502750635147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22739125788211823, + 0.10700471699237823, + 0.052650079131126404, + 0.05096668377518654, + 0.037914685904979706, + 0.07244005054235458, + 0.07980147749185562, + 0.16427987813949585, + 0.06730056554079056, + 0.140250563621521 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.023309502750635147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19242525100708008, + 0.07197850197553635, + 0.022108089178800583, + 0.04063881188631058, + 0.02040298841893673, + 0.030189411714673042, + 0.03107008896768093, + 0.514463484287262, + 0.042411867529153824, + 0.034311432391405106 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.038099367171525955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4418982267379761, + 0.05401071533560753, + 0.04161272570490837, + 0.023649612441658974, + 0.026186248287558556, + 0.1200353279709816, + 0.04385079815983772, + 0.08711595833301544, + 0.08601228147745132, + 0.0756281167268753 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.033695563673973083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154811441898346 + ], + "opposite_logprob_tokens": [ + -1.7015480995178223 + ], + "logprob_reward": -0.20154811441898346, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154811441898346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08967075496912003, + 0.035833097994327545, + 0.02077062614262104, + 0.03279488906264305, + 0.027039607986807823, + 0.07778633385896683, + 0.038175713270902634, + 0.05264120176434517, + 0.07597256451845169, + 0.5493151545524597 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.20154811441898346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion shot shot from the ground, the world is reimagined as a child's drawing, brimming with playful innocence. At the center of the frame lies a forest of purple-lined, green-skinned bamboo. Each bamboo pole is not a perfect cylinder, but rather a slightly skewed, crayon-like line drawn with childish strokes. The color is unevenly filled, revealing a paper-like texture. Striking vertical purple stripes are meticulously inscribed on these apple-green poles, their edges tinged with the characteristic roughness of crayon. In the almost static flow of time, the bamboo forest sways with a dreamlike, almost imperceptible movement. The bamboo leaves, simplified into dark green paper-cut shapes, tremble subtly with the swaying of the poles. Most strikingly, with each subtle bend of the poles, the purple stripes appear to slowly expand and contract, creating a sense of life, akin to \"breathing.\" The background is a flat, soft ochre earth and azure sky, dotted with a few fluffy white clouds like cotton candy. In the corner, a huge yellow sun with a smiling face casts warm and even light, injecting infinite tenderness and reverie into this quiet, innocent fairy tale scene.", + "seed": 21423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_12/index_3408_seed_21423_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02423190986737609, + "vlm_logprob": -0.02423190986737609, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.02423190986737609, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00877559743821621 + ], + "opposite_logprob_tokens": [ + -4.75877571105957 + ], + "logprob_reward": -0.00877559743821621, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00877559743821621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19621188938617706, + 0.0424780435860157, + 0.08948566019535065, + 0.10346551984548569, + 0.02777821011841297, + 0.14086340367794037, + 0.11176988482475281, + 0.10379935801029205, + 0.15220101177692413, + 0.03194710239768028 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.00877559743821621 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550304643809795 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550304643809795, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550304643809795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18559400737285614, + 0.0889495238661766, + 0.10840275883674622, + 0.09469255059957504, + 0.08575338125228882, + 0.06437390297651291, + 0.07548275589942932, + 0.1057410016655922, + 0.06289303302764893, + 0.12811700999736786 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.012550304643809795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1350705325603485, + 0.08903593569993973, + 0.14602874219417572, + 0.05843537300825119, + 0.07871627807617188, + 0.11306914687156677, + 0.11151823401451111, + 0.0857735276222229, + 0.04131565988063812, + 0.14103661477565765 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.006733820773661137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409122696146369 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.00409122696146369, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409122696146369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10585238039493561, + 0.0956668108701706, + 0.254307359457016, + 0.030835339799523354, + 0.0864315778017044, + 0.17187532782554626, + 0.040470197796821594, + 0.03115728870034218, + 0.0363345742225647, + 0.14706920087337494 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.00409122696146369 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a child's drawing with a paper-like texture and crayon strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles green with unevenly filled purple stripes and rough edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves simplified into dark green paper-cut shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of flat ochre earth and an azure sky with fluffy white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a huge yellow sun with a smiling face in the corner casting warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900859951972961 + ], + "opposite_logprob_tokens": [ + -2.4640085697174072 + ], + "logprob_reward": -0.08900859951972961, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900859951972961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05130613595247269, + 0.09014339745044708, + 0.027095478028059006, + 0.046674780547618866, + 0.05303546041250229, + 0.012851571664214134, + 0.03640327602624893, + 0.04477629065513611, + 0.05137261748313904, + 0.5863409638404846 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.08900859951972961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_tensor([5658, 5658])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_tensor([5658, 5658])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36e53d57c4509850f2ad19d50bc11a0d84fc64ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_tensor([5658, 5658])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking, high-contrast black-and-white overhead shot, the camera held still, focused vertically on the center of a dark cast-iron pot below. Inside, a boiling, nearly pure white broth formed a violent vortex. A whole fish—head and tail intact—tumbled uncontrollably in this turmoil. Illuminated by the harsh overhead light, the fish's slippery scales reflected dazzling white highlights, contrasting starkly with its deep black skin. Its body twisted and writhed violently with the onslaught of the scalding liquid, sometimes flung to the surface, revealing its pale underbelly, and sometimes completely engulfed by the churning bubbles and opaque broth. The fish's hollow eyes were deep black spots, its mouth slightly open, as if in a silent cry. Each tumble stirred the broth, sending its tail fin slapping violently against the surface, sending up countless bright white droplets that traced brief, sharp arcs in the air before falling back onto the inky black pot wall and the bubbling white broth. The entire picture is full of primitive and wild dynamic tension, creating an intense, tense and almost violent culinary atmosphere.", + "seed": 4761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_5658_seed_4761_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05630538677796722, + "vlm_logprob": -0.05630538677796722, + "vlm_yes_no_margin": 3.375000023841858, + "vlm_token_credit": -0.05630538677796722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07841084897518158 + ], + "opposite_logprob_tokens": [ + -2.7034108638763428 + ], + "logprob_reward": -0.07841084897518158, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07841084897518158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15552841126918793, + 0.11050304770469666, + 0.07969370484352112, + 0.03614255413413048, + 0.07119575887918472, + 0.33619168400764465, + 0.0538703016936779, + 0.051403846591711044, + 0.060295771807432175, + 0.045174870640039444 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07841084897518158 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285843074321747 + ], + "opposite_logprob_tokens": [ + -2.0178585052490234 + ], + "logprob_reward": -0.14285843074321747, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285843074321747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21459531784057617, + 0.1841549277305603, + 0.14067840576171875, + 0.055191513150930405, + 0.05352940782904625, + 0.07092791050672531, + 0.05123591423034668, + 0.10148286819458008, + 0.08075486868619919, + 0.04744887351989746 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14285843074321747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059643715620041 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059643715620041, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059643715620041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20293547213077545, + 0.17354506254196167, + 0.29403403401374817, + 0.03239943087100983, + 0.033940449357032776, + 0.023793434724211693, + 0.05756107345223427, + 0.03961336612701416, + 0.04362822324037552, + 0.09854938834905624 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02059643715620041 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961849819868803 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005961849819868803, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961849819868803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11562182009220123, + 0.22367452085018158, + 0.07607866823673248, + 0.04798685014247894, + 0.04755120351910591, + 0.1320091336965561, + 0.1300828754901886, + 0.04022477567195892, + 0.09444458037614822, + 0.09232551604509354 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.005961849819868803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369936719536781 + ], + "opposite_logprob_tokens": [ + -3.4086992740631104 + ], + "logprob_reward": -0.03369936719536781, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369936719536781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3077352046966553, + 0.055015575140714645, + 0.070526123046875, + 0.04600659757852554, + 0.04335236921906471, + 0.0494697168469429, + 0.08091484755277634, + 0.07115364819765091, + 0.07558753341436386, + 0.20023837685585022 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03369936719536781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, high-contrast black-and-white overhead shot, the camera held still, focused vertically on the center of a dark cast-iron pot below. Inside, a boiling, nearly pure white broth formed a violent vortex. A whole fish—head and tail intact—tumbled uncontrollably in this turmoil. Illuminated by the harsh overhead light, the fish's slippery scales reflected dazzling white highlights, contrasting starkly with its deep black skin. Its body twisted and writhed violently with the onslaught of the scalding liquid, sometimes flung to the surface, revealing its pale underbelly, and sometimes completely engulfed by the churning bubbles and opaque broth. The fish's hollow eyes were deep black spots, its mouth slightly open, as if in a silent cry. Each tumble stirred the broth, sending its tail fin slapping violently against the surface, sending up countless bright white droplets that traced brief, sharp arcs in the air before falling back onto the inky black pot wall and the bubbling white broth. The entire picture is full of primitive and wild dynamic tension, creating an intense, tense and almost violent culinary atmosphere.", + "seed": 4762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_5658_seed_4762_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02664942778646946, + "vlm_logprob": -0.02664942778646946, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02664942778646946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022014182060956955 + ], + "opposite_logprob_tokens": [ + -4.147014141082764 + ], + "logprob_reward": -0.022014182060956955, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.022014182060956955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19295839965343475, + 0.1446835696697235, + 0.10085851699113846, + 0.04241211339831352, + 0.14947639405727386, + 0.06220416724681854, + 0.07021543383598328, + 0.02776416949927807, + 0.13422252237796783, + 0.07520473003387451 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.022014182060956955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207427754998207 + ], + "opposite_logprob_tokens": [ + -2.8120741844177246 + ], + "logprob_reward": -0.06207427754998207, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207427754998207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1825951188802719, + 0.11545510590076447, + 0.1722775548696518, + 0.06690831482410431, + 0.08049485087394714, + 0.054106634110212326, + 0.05557510629296303, + 0.07402630150318146, + 0.09392484277486801, + 0.10463619232177734 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.06207427754998207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07975953817367554, + 0.14652316272258759, + 0.0406840443611145, + 0.04355650767683983, + 0.0430695042014122, + 0.059359923005104065, + 0.06527534127235413, + 0.26121786236763, + 0.1903805434703827, + 0.07017356157302856 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792031720280647 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009792031720280647, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792031720280647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18164552748203278, + 0.20220886170864105, + 0.07186377048492432, + 0.06385019421577454, + 0.07409568130970001, + 0.07938177138566971, + 0.08626051992177963, + 0.0879548043012619, + 0.09335552901029587, + 0.05938328802585602 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.009792031720280647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328784018754959 + ], + "opposite_logprob_tokens": [ + -3.773287773132324 + ], + "logprob_reward": -0.02328784018754959, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328784018754959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1663139909505844, + 0.18803690373897552, + 0.07881761342287064, + 0.05484495311975479, + 0.2076590210199356, + 0.04276835545897484, + 0.059001460671424866, + 0.060129422694444656, + 0.06198291480541229, + 0.08044537901878357 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02328784018754959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, high-contrast black-and-white overhead shot, the camera held still, focused vertically on the center of a dark cast-iron pot below. Inside, a boiling, nearly pure white broth formed a violent vortex. A whole fish—head and tail intact—tumbled uncontrollably in this turmoil. Illuminated by the harsh overhead light, the fish's slippery scales reflected dazzling white highlights, contrasting starkly with its deep black skin. Its body twisted and writhed violently with the onslaught of the scalding liquid, sometimes flung to the surface, revealing its pale underbelly, and sometimes completely engulfed by the churning bubbles and opaque broth. The fish's hollow eyes were deep black spots, its mouth slightly open, as if in a silent cry. Each tumble stirred the broth, sending its tail fin slapping violently against the surface, sending up countless bright white droplets that traced brief, sharp arcs in the air before falling back onto the inky black pot wall and the bubbling white broth. The entire picture is full of primitive and wild dynamic tension, creating an intense, tense and almost violent culinary atmosphere.", + "seed": 4763, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_5658_seed_4763_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12268428318202496, + "vlm_logprob": -0.12268428318202496, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.12268428318202496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04967278614640236 + ], + "opposite_logprob_tokens": [ + -3.174672842025757 + ], + "logprob_reward": -0.04967278614640236, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04967278614640236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07673604786396027, + 0.062126725912094116, + 0.13166451454162598, + 0.062294334173202515, + 0.4576408267021179, + 0.03403473645448685, + 0.09053174406290054, + 0.03433860093355179, + 0.03099244087934494, + 0.019640039652585983 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.04967278614640236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430819272994995 + ], + "opposite_logprob_tokens": [ + -0.97430819272995 + ], + "logprob_reward": -0.47430819272994995, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47430819272994995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12771686911582947, + 0.06527511030435562, + 0.16116191446781158, + 0.07548823952674866, + 0.32088959217071533, + 0.044545624405145645, + 0.03882521390914917, + 0.08587237447500229, + 0.04931908845901489, + 0.030905891209840775 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.47430819272994995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819726943969727 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819726943969727, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819726943969727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08575194329023361, + 0.023079778999090195, + 0.07906246930360794, + 0.040641047060489655, + 0.38124674558639526, + 0.181142196059227, + 0.04502039775252342, + 0.10310637205839157, + 0.03645039349794388, + 0.02449866384267807 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.029819726943969727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822157695889473 + ], + "opposite_logprob_tokens": [ + -3.5298221111297607 + ], + "logprob_reward": -0.029822157695889473, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822157695889473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10208647698163986, + 0.07017522305250168, + 0.14709651470184326, + 0.09954896569252014, + 0.31757017970085144, + 0.10372986644506454, + 0.03198603540658951, + 0.06538008898496628, + 0.03992005065083504, + 0.02250654622912407 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.029822157695889473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979855239391327 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.02979855239391327, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979855239391327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06342185288667679, + 0.024388814345002174, + 0.045091308653354645, + 0.03293686360120773, + 0.69403076171875, + 0.041727714240550995, + 0.04072237387299538, + 0.029802877455949783, + 0.014039631001651287, + 0.013837854377925396 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.02979855239391327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, high-contrast black-and-white overhead shot, the camera held still, focused vertically on the center of a dark cast-iron pot below. Inside, a boiling, nearly pure white broth formed a violent vortex. A whole fish—head and tail intact—tumbled uncontrollably in this turmoil. Illuminated by the harsh overhead light, the fish's slippery scales reflected dazzling white highlights, contrasting starkly with its deep black skin. Its body twisted and writhed violently with the onslaught of the scalding liquid, sometimes flung to the surface, revealing its pale underbelly, and sometimes completely engulfed by the churning bubbles and opaque broth. The fish's hollow eyes were deep black spots, its mouth slightly open, as if in a silent cry. Each tumble stirred the broth, sending its tail fin slapping violently against the surface, sending up countless bright white droplets that traced brief, sharp arcs in the air before falling back onto the inky black pot wall and the bubbling white broth. The entire picture is full of primitive and wild dynamic tension, creating an intense, tense and almost violent culinary atmosphere.", + "seed": 4764, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_13/index_5658_seed_4764_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03834882155060768, + "vlm_logprob": -0.03834882155060768, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03834882155060768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01703898049890995 + ], + "opposite_logprob_tokens": [ + -4.517038822174072 + ], + "logprob_reward": -0.01703898049890995, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01703898049890995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19382444024085999, + 0.1615239381790161, + 0.06329159438610077, + 0.04225153103470802, + 0.044509463012218475, + 0.1210525780916214, + 0.09180506318807602, + 0.14575153589248657, + 0.06647984683513641, + 0.0695100799202919 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.01703898049890995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035011172294617 + ], + "opposite_logprob_tokens": [ + -2.3503501415252686 + ], + "logprob_reward": -0.10035011172294617, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035011172294617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2619321644306183, + 0.05327778682112694, + 0.06637436151504517, + 0.07307837903499603, + 0.057526953518390656, + 0.08293148875236511, + 0.06511721760034561, + 0.1355597972869873, + 0.11606554687023163, + 0.08813636749982834 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10035011172294617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810240492224693 + ], + "opposite_logprob_tokens": [ + -3.5298101902008057 + ], + "logprob_reward": -0.029810240492224693, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810240492224693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1007300615310669, + 0.3456329107284546, + 0.06563354283571243, + 0.11822133511304855, + 0.04555227980017662, + 0.036014724522829056, + 0.06900595873594284, + 0.12659794092178345, + 0.048202648758888245, + 0.04440856724977493 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.029810240492224693 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820310764014721 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.01820310764014721, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820310764014721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2520825266838074, + 0.08731040358543396, + 0.0420236699283123, + 0.07048356533050537, + 0.08784365653991699, + 0.1234707236289978, + 0.14523907005786896, + 0.07536038756370544, + 0.06746222078800201, + 0.04872379079461098 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01820310764014721 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-contrast black-and-white overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still and focused vertically on a dark cast-iron pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a whole fish with head and tail intact visible tumbling in a boiling white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect dazzling white highlights against its deep black skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright white droplets seen flying from the fish's tail fin against the inky black pot wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341667398810387 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.026341667398810387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341667398810387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12022532522678375, + 0.34702667593955994, + 0.03599744290113449, + 0.059110529720783234, + 0.11885561048984528, + 0.04729871079325676, + 0.15919582545757294, + 0.024573614820837975, + 0.03953295946121216, + 0.04818335920572281 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.026341667398810387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_tensor([1380, 1380])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_tensor([1380, 1380])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..26f0ef39cc29c6c98f356b0670733381e99c1983 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_tensor([1380, 1380])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot from behind captures an elderly, balding African-American woman, the camera moving smoothly as she rides at a slow, relaxed pace. She sits poised and comfortable atop a handsome chestnut horse with a flowing black mane, her body swaying gently to the animal's steady gait. She wears classic, slightly faded blue jeans and simple, well-worn brown leather riding boots, topped by a loose-fitting white cotton shirt that flutters gently in the breeze. They travel along a wide dirt path that winds through a vibrant park. Bright, warm sunlight filters through the fresh lime-green leaves of the canopy trees, casting ever-changing patterns of light and shadow. The background reveals lush lawns and other budding foliage, creating a rich tapestry of spring colors. The entire scene is imbued with an atmosphere of tranquility and serenity, centered on the quiet, contemplative connection between the rider and her horse amidst the beauty of a perfect day.", + "seed": 13924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_1380_seed_13924_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04862032663077116, + "vlm_logprob": -0.04862032663077116, + "vlm_yes_no_margin": 3.399999976158142, + "vlm_token_credit": -0.04862032663077116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02415466494858265 + ], + "opposite_logprob_tokens": [ + -3.8991546630859375 + ], + "logprob_reward": -0.02415466494858265, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02415466494858265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3539873957633972, + 0.09498697519302368, + 0.03999873250722885, + 0.1414664089679718, + 0.10374144464731216, + 0.12293539941310883, + 0.042959004640579224, + 0.043685514479875565, + 0.0381784625351429, + 0.018060646951198578 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02415466494858265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428900510072708 + ], + "opposite_logprob_tokens": [ + -2.017889976501465 + ], + "logprob_reward": -0.1428900510072708, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428900510072708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29435500502586365, + 0.07187074422836304, + 0.11227357387542725, + 0.09316402673721313, + 0.034642525017261505, + 0.08117906749248505, + 0.08801960945129395, + 0.07964183390140533, + 0.10265032202005386, + 0.042203351855278015 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1428900510072708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548656202852726 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548656202852726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548656202852726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38205277919769287, + 0.11803478747606277, + 0.0699210986495018, + 0.14567254483699799, + 0.07034878432750702, + 0.04485601559281349, + 0.057455144822597504, + 0.04731541499495506, + 0.03492972254753113, + 0.02941374108195305 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012548656202852726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819034039974213 + ], + "opposite_logprob_tokens": [ + -3.5298190116882324 + ], + "logprob_reward": -0.029819034039974213, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819034039974213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38000765442848206, + 0.06746912002563477, + 0.10298340767621994, + 0.08173268288373947, + 0.05651736631989479, + 0.04281918331980705, + 0.06004227325320244, + 0.1389862298965454, + 0.030499132350087166, + 0.03894294425845146 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.029819034039974213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336892269551754 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.0336892269551754, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336892269551754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22575370967388153, + 0.17190448939800262, + 0.07566405087709427, + 0.23263239860534668, + 0.10192228108644485, + 0.0659620389342308, + 0.018465477973222733, + 0.0479019433259964, + 0.03440862149000168, + 0.02538502961397171 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0336892269551754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from behind captures an elderly, balding African-American woman, the camera moving smoothly as she rides at a slow, relaxed pace. She sits poised and comfortable atop a handsome chestnut horse with a flowing black mane, her body swaying gently to the animal's steady gait. She wears classic, slightly faded blue jeans and simple, well-worn brown leather riding boots, topped by a loose-fitting white cotton shirt that flutters gently in the breeze. They travel along a wide dirt path that winds through a vibrant park. Bright, warm sunlight filters through the fresh lime-green leaves of the canopy trees, casting ever-changing patterns of light and shadow. The background reveals lush lawns and other budding foliage, creating a rich tapestry of spring colors. The entire scene is imbued with an atmosphere of tranquility and serenity, centered on the quiet, contemplative connection between the rider and her horse amidst the beauty of a perfect day.", + "seed": 13925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_1380_seed_13925_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055820946395397184, + "vlm_logprob": -0.055820946395397184, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.055820946395397184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019663169980049133 + ], + "opposite_logprob_tokens": [ + -4.144663333892822 + ], + "logprob_reward": -0.019663169980049133, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019663169980049133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11365225166082382, + 0.11751443147659302, + 0.28843581676483154, + 0.1253867745399475, + 0.11734601855278015, + 0.04384542256593704, + 0.09801559895277023, + 0.047632936388254166, + 0.027815626934170723, + 0.02035505510866642 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.019663169980049133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16046233475208282 + ], + "opposite_logprob_tokens": [ + -1.9104623794555664 + ], + "logprob_reward": -0.16046233475208282, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16046233475208282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14023184776306152, + 0.13571052253246307, + 0.1404837816953659, + 0.08281854540109634, + 0.044014621526002884, + 0.05526291951537132, + 0.16784590482711792, + 0.057188913226127625, + 0.142695814371109, + 0.033747125416994095 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.16046233475208282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208698645234108 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208698645234108, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208698645234108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26992878317832947, + 0.2296377420425415, + 0.09661313146352768, + 0.04709452763199806, + 0.07179515808820724, + 0.06172079220414162, + 0.08456812798976898, + 0.03209216147661209, + 0.08290395885705948, + 0.023645680397748947 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014208698645234108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497336387634277 + ], + "opposite_logprob_tokens": [ + -2.9299733638763428 + ], + "logprob_reward": -0.05497336387634277, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497336387634277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.131972074508667, + 0.090317003428936, + 0.10239604860544205, + 0.07646019011735916, + 0.03797177970409393, + 0.0759638175368309, + 0.2749077379703522, + 0.13273116946220398, + 0.031595271080732346, + 0.04568491503596306 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.05497336387634277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797164723277092 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.029797164723277092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797164723277092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1056704968214035, + 0.13663350045681, + 0.09939412772655487, + 0.1406697779893875, + 0.04163982346653938, + 0.05525224655866623, + 0.10904087126255035, + 0.09880613535642624, + 0.1747298389673233, + 0.03816322982311249 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.029797164723277092 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from behind captures an elderly, balding African-American woman, the camera moving smoothly as she rides at a slow, relaxed pace. She sits poised and comfortable atop a handsome chestnut horse with a flowing black mane, her body swaying gently to the animal's steady gait. She wears classic, slightly faded blue jeans and simple, well-worn brown leather riding boots, topped by a loose-fitting white cotton shirt that flutters gently in the breeze. They travel along a wide dirt path that winds through a vibrant park. Bright, warm sunlight filters through the fresh lime-green leaves of the canopy trees, casting ever-changing patterns of light and shadow. The background reveals lush lawns and other budding foliage, creating a rich tapestry of spring colors. The entire scene is imbued with an atmosphere of tranquility and serenity, centered on the quiet, contemplative connection between the rider and her horse amidst the beauty of a perfect day.", + "seed": 13926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_1380_seed_13926_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04670592844486236, + "vlm_logprob": -0.04670592844486236, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04670592844486236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03335687518119812 + ], + "opposite_logprob_tokens": [ + -3.5333569049835205 + ], + "logprob_reward": -0.03335687518119812, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03335687518119812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079300656914711, + 0.06245766580104828, + 0.028765229508280754, + 0.03057822957634926, + 0.12544304132461548, + 0.24406708776950836, + 0.10775154829025269, + 0.14225462079048157, + 0.13772492110729218, + 0.0416569821536541 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.03335687518119812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710075080394745 + ], + "opposite_logprob_tokens": [ + -2.127100706100464 + ], + "logprob_reward": -0.12710075080394745, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710075080394745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10983852297067642, + 0.053918175399303436, + 0.04754121974110603, + 0.06786617636680603, + 0.0847506895661354, + 0.07743663340806961, + 0.11324309557676315, + 0.27148985862731934, + 0.10666041076183319, + 0.06725528091192245 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.12710075080394745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607927680015564 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607927680015564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607927680015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09100073575973511, + 0.0351351834833622, + 0.09725484251976013, + 0.23595409095287323, + 0.0907403826713562, + 0.10988770425319672, + 0.08285697549581528, + 0.09917949140071869, + 0.05836867168545723, + 0.09962189197540283 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.01607927680015564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06305867433547974, + 0.06772684305906296, + 0.017980078235268593, + 0.057284723967313766, + 0.031135184690356255, + 0.1934935301542282, + 0.16823340952396393, + 0.3122483789920807, + 0.06257094442844391, + 0.026268212124705315 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.023298904299736023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336938351392746 + ], + "opposite_logprob_tokens": [ + -3.408693790435791 + ], + "logprob_reward": -0.0336938351392746, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336938351392746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08363480120897293, + 0.04018218070268631, + 0.03944360837340355, + 0.023745432496070862, + 0.06199111416935921, + 0.18687939643859863, + 0.1722249537706375, + 0.1265660524368286, + 0.16052819788455963, + 0.10480421781539917 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.0336938351392746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot from behind captures an elderly, balding African-American woman, the camera moving smoothly as she rides at a slow, relaxed pace. She sits poised and comfortable atop a handsome chestnut horse with a flowing black mane, her body swaying gently to the animal's steady gait. She wears classic, slightly faded blue jeans and simple, well-worn brown leather riding boots, topped by a loose-fitting white cotton shirt that flutters gently in the breeze. They travel along a wide dirt path that winds through a vibrant park. Bright, warm sunlight filters through the fresh lime-green leaves of the canopy trees, casting ever-changing patterns of light and shadow. The background reveals lush lawns and other budding foliage, creating a rich tapestry of spring colors. The entire scene is imbued with an atmosphere of tranquility and serenity, centered on the quiet, contemplative connection between the rider and her horse amidst the beauty of a perfect day.", + "seed": 13927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_14/index_1380_seed_13927_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0766669224947691, + "vlm_logprob": -0.0766669224947691, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.0766669224947691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02375219576060772 + ], + "opposite_logprob_tokens": [ + -3.898752212524414 + ], + "logprob_reward": -0.02375219576060772, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02375219576060772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11273901164531708, + 0.04319719970226288, + 0.13406449556350708, + 0.024439381435513496, + 0.059741973876953125, + 0.3152340352535248, + 0.09670387953519821, + 0.06252109259366989, + 0.1114405021071434, + 0.03991841524839401 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.02375219576060772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22568339109420776 + ], + "opposite_logprob_tokens": [ + -1.6006834506988525 + ], + "logprob_reward": -0.22568339109420776, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22568339109420776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14002998173236847, + 0.04635893926024437, + 0.04173486679792404, + 0.045616090297698975, + 0.10042395442724228, + 0.2209126055240631, + 0.2186461091041565, + 0.07693789154291153, + 0.05227883160114288, + 0.057060763239860535 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.22568339109420776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813138231635094 + ], + "opposite_logprob_tokens": [ + -3.2881314754486084 + ], + "logprob_reward": -0.03813138231635094, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813138231635094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14596597850322723, + 0.07692879438400269, + 0.05565190687775612, + 0.08891601115465164, + 0.16925162076950073, + 0.19927066564559937, + 0.14240762591362, + 0.033551525324583054, + 0.05621635541319847, + 0.03183957189321518 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03813138231635094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372115269303322 + ], + "opposite_logprob_tokens": [ + -3.4087212085723877 + ], + "logprob_reward": -0.03372115269303322, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372115269303322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050245895981788635, + 0.05264223366975784, + 0.08081863075494766, + 0.015970218926668167, + 0.17300264537334442, + 0.17887893319129944, + 0.3292813301086426, + 0.06751246005296707, + 0.030389301478862762, + 0.021258367225527763 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.03372115269303322 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from behind the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider an elderly, balding African-American woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horse chestnut colored with a flowing black mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rider wear blue jeans, brown leather boots, and a white cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move smoothly while the pair travels along a wide dirt path in a park?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046490609645844 + ], + "opposite_logprob_tokens": [ + -2.812046527862549 + ], + "logprob_reward": -0.062046490609645844, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046490609645844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09408006817102432, + 0.03548228740692139, + 0.05383588746190071, + 0.03536660596728325, + 0.09824682027101517, + 0.1631244719028473, + 0.22100193798542023, + 0.07000824064016342, + 0.18440598249435425, + 0.04444774612784386 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.062046490609645844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_tensor([2593, 2593])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_tensor([2593, 2593])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..34fd38ddca091b7a70e2f96924b883d3cb1f8fcc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_tensor([2593, 2593])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth drone shot, captured at a high frame rate, captures a scene both tranquil and vibrant. Like meticulously crafted emerald trays, the giant leaves of the Amazonian water lily float on the crystal-clear lake. Their edges curl slightly upward, their surfaces covered in delicate radiating veins, their waxy sheen gleaming in the soft afternoon sunlight. As the breeze sweeps across the lake, transparent ripples ripple across the surface, and the giant leaves follow in a gentle, rhythmic rise and fall. Every subtle movement is captured vividly, the surface undulating with a silky, delicate texture. Sunlight dances on the ripples and water droplets on the leaves, creating flowing, shimmering golden highlights. The scene, dominated by emerald green and deep lake blue, creates an idyllic atmosphere of profound tranquility, healing, and vitality.", + "seed": 24177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_2593_seed_24177_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035434727813117205, + "vlm_logprob": -0.035434727813117205, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.035434727813117205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14587944746017456 + ], + "opposite_logprob_tokens": [ + -2.0208795070648193 + ], + "logprob_reward": -0.14587944746017456, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14587944746017456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0910392701625824, + 0.0863039493560791, + 0.10658867657184601, + 0.05921708047389984, + 0.07376541197299957, + 0.09427382051944733, + 0.21607095003128052, + 0.07867587357759476, + 0.06728606671094894, + 0.12677894532680511 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.14587944746017456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036311899311840534 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036311899311840534, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036311899311840534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1079075038433075, + 0.09019678831100464, + 0.11264307051897049, + 0.039760321378707886, + 0.01976795308291912, + 0.04645043611526489, + 0.3598954379558563, + 0.11988021433353424, + 0.05900563672184944, + 0.04449264332652092 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.0036311899311840534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031969649717211723 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031969649717211723, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031969649717211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09067484736442566, + 0.19627097249031067, + 0.048319507390260696, + 0.04284917935729027, + 0.06703317165374756, + 0.06670961529016495, + 0.2009563148021698, + 0.03666514903306961, + 0.053574465215206146, + 0.19694679975509644 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0031969649717211723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328656055033207 + ], + "opposite_logprob_tokens": [ + -3.7732865810394287 + ], + "logprob_reward": -0.02328656055033207, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328656055033207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08922640234231949, + 0.10378219187259674, + 0.11782887578010559, + 0.048050425946712494, + 0.05748220160603523, + 0.11884196102619171, + 0.09475401788949966, + 0.08357982337474823, + 0.1941840946674347, + 0.09227006882429123 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.02328656055033207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011794761521741748 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011794761521741748, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011794761521741748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08773596584796906, + 0.1328485906124115, + 0.07133848965167999, + 0.05118894577026367, + 0.12041466683149338, + 0.033770013600587845, + 0.2501998543739319, + 0.10872143507003784, + 0.05894190073013306, + 0.08484014123678207 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.0011794761521741748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth drone shot, captured at a high frame rate, captures a scene both tranquil and vibrant. Like meticulously crafted emerald trays, the giant leaves of the Amazonian water lily float on the crystal-clear lake. Their edges curl slightly upward, their surfaces covered in delicate radiating veins, their waxy sheen gleaming in the soft afternoon sunlight. As the breeze sweeps across the lake, transparent ripples ripple across the surface, and the giant leaves follow in a gentle, rhythmic rise and fall. Every subtle movement is captured vividly, the surface undulating with a silky, delicate texture. Sunlight dances on the ripples and water droplets on the leaves, creating flowing, shimmering golden highlights. The scene, dominated by emerald green and deep lake blue, creates an idyllic atmosphere of profound tranquility, healing, and vitality.", + "seed": 24178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_2593_seed_24178_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08639482741709799, + "vlm_logprob": -0.08639482741709799, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.08639482741709799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3899470567703247 + ], + "opposite_logprob_tokens": [ + -1.1399470567703247 + ], + "logprob_reward": -0.3899470567703247, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3899470567703247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17816564440727234, + 0.03957938775420189, + 0.08889741450548172, + 0.13358174264431, + 0.10911218076944351, + 0.06998398900032043, + 0.05071862414479256, + 0.02889455296099186, + 0.0695195272564888, + 0.23154690861701965 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.3899470567703247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09374125301837921, + 0.039606157690286636, + 0.1682606041431427, + 0.30395394563674927, + 0.11824420094490051, + 0.04835272207856178, + 0.03242504224181175, + 0.022550776600837708, + 0.04696699604392052, + 0.1258983463048935 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.005269566550850868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013402060139924288 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013402060139924288, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013402060139924288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16320160031318665, + 0.07950787991285324, + 0.12676902115345, + 0.2857082784175873, + 0.088868647813797, + 0.04519912227988243, + 0.04383977875113487, + 0.07048045843839645, + 0.06836561858654022, + 0.028059618547558784 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0013402060139924288 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06090850755572319, + 0.03237956762313843, + 0.08209912478923798, + 0.21881450712680817, + 0.06277553737163544, + 0.06822603940963745, + 0.08026144653558731, + 0.1983889490365982, + 0.16891317069530487, + 0.027233142405748367 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.03370478376746178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001712523982860148 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.001712523982860148, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001712523982860148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11075811088085175, + 0.07580873370170593, + 0.047706153243780136, + 0.34259116649627686, + 0.15208226442337036, + 0.0940074697136879, + 0.05480111017823219, + 0.04028817638754845, + 0.030701838433742523, + 0.051254961639642715 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.001712523982860148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth drone shot, captured at a high frame rate, captures a scene both tranquil and vibrant. Like meticulously crafted emerald trays, the giant leaves of the Amazonian water lily float on the crystal-clear lake. Their edges curl slightly upward, their surfaces covered in delicate radiating veins, their waxy sheen gleaming in the soft afternoon sunlight. As the breeze sweeps across the lake, transparent ripples ripple across the surface, and the giant leaves follow in a gentle, rhythmic rise and fall. Every subtle movement is captured vividly, the surface undulating with a silky, delicate texture. Sunlight dances on the ripples and water droplets on the leaves, creating flowing, shimmering golden highlights. The scene, dominated by emerald green and deep lake blue, creates an idyllic atmosphere of profound tranquility, healing, and vitality.", + "seed": 24179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_2593_seed_24179_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05259683358017355, + "vlm_logprob": -0.05259683358017355, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.05259683358017355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23053082823753357 + ], + "opposite_logprob_tokens": [ + -1.605530858039856 + ], + "logprob_reward": -0.23053082823753357, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23053082823753357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09700388461351395, + 0.040563054382801056, + 0.03253946825861931, + 0.05948854982852936, + 0.11116891354322433, + 0.049838535487651825, + 0.10219268500804901, + 0.11085284501314163, + 0.0311793964356184, + 0.3651726543903351 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.23053082823753357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001727756578475237 + ], + "opposite_logprob_tokens": [ + -6.37672758102417 + ], + "logprob_reward": -0.001727756578475237, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001727756578475237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24818255007266998, + 0.04796719178557396, + 0.08527900278568268, + 0.049749474972486496, + 0.18625913560390472, + 0.027486350387334824, + 0.08536983281373978, + 0.09486054629087448, + 0.09324298053979874, + 0.08160296082496643 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.001727756578475237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031987475231289864 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031987475231289864, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031987475231289864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29006803035736084, + 0.05036047101020813, + 0.035269659012556076, + 0.09184674918651581, + 0.15593914687633514, + 0.01949596405029297, + 0.13601070642471313, + 0.05699605867266655, + 0.06469845026731491, + 0.09931481629610062 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0031987475231289864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12893685698509216, + 0.05369241535663605, + 0.08864744007587433, + 0.01683136075735092, + 0.09217129647731781, + 0.03724050521850586, + 0.05915893614292145, + 0.046428143978118896, + 0.13947975635528564, + 0.33741334080696106 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.026347240433096886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179595128633082 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.001179595128633082, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179595128633082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29436615109443665, + 0.08305270969867706, + 0.07012797147035599, + 0.03609934821724892, + 0.07828392088413239, + 0.033925559371709824, + 0.04040857031941414, + 0.07023834437131882, + 0.05667664855718613, + 0.2368207722902298 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.001179595128633082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth drone shot, captured at a high frame rate, captures a scene both tranquil and vibrant. Like meticulously crafted emerald trays, the giant leaves of the Amazonian water lily float on the crystal-clear lake. Their edges curl slightly upward, their surfaces covered in delicate radiating veins, their waxy sheen gleaming in the soft afternoon sunlight. As the breeze sweeps across the lake, transparent ripples ripple across the surface, and the giant leaves follow in a gentle, rhythmic rise and fall. Every subtle movement is captured vividly, the surface undulating with a silky, delicate texture. Sunlight dances on the ripples and water droplets on the leaves, creating flowing, shimmering golden highlights. The scene, dominated by emerald green and deep lake blue, creates an idyllic atmosphere of profound tranquility, healing, and vitality.", + "seed": 24180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_15/index_2593_seed_24180_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022058490850031375, + "vlm_logprob": -0.022058490850031375, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.022058490850031375, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07519610971212387 + ], + "opposite_logprob_tokens": [ + -2.7001960277557373 + ], + "logprob_reward": -0.07519610971212387, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07519610971212387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20491661131381989, + 0.22446410357952118, + 0.12023205310106277, + 0.06170540302991867, + 0.06962031126022339, + 0.040055643767118454, + 0.06505094468593597, + 0.08526042848825455, + 0.08296430110931396, + 0.04573020711541176 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07519610971212387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111172165721655 + ], + "opposite_logprob_tokens": [ + -5.504111289978027 + ], + "logprob_reward": -0.004111172165721655, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111172165721655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3026183247566223, + 0.08983316272497177, + 0.217417910695076, + 0.03562135994434357, + 0.1035744845867157, + 0.02624233067035675, + 0.08426783978939056, + 0.017167849466204643, + 0.09662582725286484, + 0.026630820706486702 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004111172165721655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2303045690059662, + 0.17265090346336365, + 0.2371915727853775, + 0.04971875622868538, + 0.04866264760494232, + 0.04552368447184563, + 0.08248206973075867, + 0.05220404267311096, + 0.04108947888016701, + 0.0401722677052021 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818905957043171 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818905957043171, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818905957043171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19124597311019897, + 0.10731158405542374, + 0.08628123253583908, + 0.09090572595596313, + 0.052622728049755096, + 0.1022341400384903, + 0.08606164157390594, + 0.15623143315315247, + 0.049183961004018784, + 0.0779215544462204 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01818905957043171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, smooth drone shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant Amazonian water lily leaves visible floating on a crystal-clear lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display curled upward edges, radiating veins, and a waxy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves and water surface exhibit a gentle, rhythmic rise and fall motion caused by a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by emerald green and deep lake blue colors with shimmering golden highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017131189815700054 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017131189815700054, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017131189815700054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14993639290332794, + 0.04121602699160576, + 0.30382075905799866, + 0.04740723967552185, + 0.17729796469211578, + 0.03662851080298424, + 0.0731944888830185, + 0.02692476101219654, + 0.07789842784404755, + 0.06567542254924774 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0017131189815700054 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_tensor([8743, 8743])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_tensor([8743, 8743])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7f0317a342f23de6f63b3e60954a4c863dcaed04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_tensor([8743, 8743])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, majestic crane shot begins at a low angle, sweeping gracefully upward to reveal the breathtaking scale of a massive, multi-story greenhouse, rendered in a surreal and detailed anime-style composition. The structure, a soaring glass atrium and intricate white steel grid, creates a botanical cathedral. Inside, the air is filled with a soft, diffuse light. Vertical towers of luminous hydroponic plants rise from the polished concrete floor, their sleek frames supporting layers of lush, vibrant foliage, emitting a soft, ethereal teal glow. This cool interior glow contrasts beautifully with the warm golden rays of early morning sunlight filtering through the glass dome, casting long, dramatic rays of divine light that pierce the humid atmosphere. In classic Makoto Shinkai aesthetic, the entire scene is imbued with a sense of serene wonder, with countless glistening droplets of morning dew clinging to every leaf and glass with perfect surface tension. As the camera rises, these droplets catch the intersecting light sources, erupting in bright, sparkling anamorphic lens flares that dance across the frame, imbuing the futuristic yet natural environment with a palpable, shimmering energy.", + "seed": 15788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_8743_seed_15788_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02273954637348652, + "vlm_logprob": -0.02273954637348652, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.02273954637348652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03409232571721077 + ], + "opposite_logprob_tokens": [ + -3.409092426300049 + ], + "logprob_reward": -0.03409232571721077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03409232571721077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.069734126329422, + 0.10446949303150177, + 0.03513138368725777, + 0.07539881020784378, + 0.09536353498697281, + 0.06650514900684357, + 0.22232478857040405, + 0.05778561905026436, + 0.06024570390582085, + 0.21304139494895935 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.03409232571721077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549561008810997 + ], + "opposite_logprob_tokens": [ + -2.9299561977386475 + ], + "logprob_reward": -0.0549561008810997, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549561008810997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07372201979160309, + 0.1480923891067505, + 0.06339704245328903, + 0.07056628167629242, + 0.11375035345554352, + 0.0735752061009407, + 0.05288616940379143, + 0.041355863213539124, + 0.041453149169683456, + 0.32120153307914734 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.0549561008810997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12062045186758041, + 0.1350458264350891, + 0.12472549825906754, + 0.10162635147571564, + 0.095067597925663, + 0.08337054401636124, + 0.07104619592428207, + 0.06332211941480637, + 0.05130867660045624, + 0.1538667529821396 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.0036208562087267637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209312111139297 + ], + "opposite_logprob_tokens": [ + -4.018209457397461 + ], + "logprob_reward": -0.018209312111139297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209312111139297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13036185503005981, + 0.07500762492418289, + 0.06996812671422958, + 0.04469127207994461, + 0.04680228605866432, + 0.04745505005121231, + 0.16974657773971558, + 0.06009332463145256, + 0.06995519995689392, + 0.2859186828136444 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.018209312111139297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028191369492560625 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028191369492560625, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028191369492560625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07400114089250565, + 0.061589352786540985, + 0.03942573443055153, + 0.06180119514465332, + 0.03350231796503067, + 0.04589375853538513, + 0.19537174701690674, + 0.1343783140182495, + 0.18838569521903992, + 0.16565072536468506 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0028191369492560625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic crane shot begins at a low angle, sweeping gracefully upward to reveal the breathtaking scale of a massive, multi-story greenhouse, rendered in a surreal and detailed anime-style composition. The structure, a soaring glass atrium and intricate white steel grid, creates a botanical cathedral. Inside, the air is filled with a soft, diffuse light. Vertical towers of luminous hydroponic plants rise from the polished concrete floor, their sleek frames supporting layers of lush, vibrant foliage, emitting a soft, ethereal teal glow. This cool interior glow contrasts beautifully with the warm golden rays of early morning sunlight filtering through the glass dome, casting long, dramatic rays of divine light that pierce the humid atmosphere. In classic Makoto Shinkai aesthetic, the entire scene is imbued with a sense of serene wonder, with countless glistening droplets of morning dew clinging to every leaf and glass with perfect surface tension. As the camera rises, these droplets catch the intersecting light sources, erupting in bright, sparkling anamorphic lens flares that dance across the frame, imbuing the futuristic yet natural environment with a palpable, shimmering energy.", + "seed": 15789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_8743_seed_15789_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26189922869671134, + "vlm_logprob": -0.26189922869671134, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.26189922869671134, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06268266588449478 + ], + "opposite_logprob_tokens": [ + -2.812682628631592 + ], + "logprob_reward": -0.06268266588449478, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06268266588449478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07406251132488251, + 0.08245369046926498, + 0.10933078825473785, + 0.2489507496356964, + 0.08804133534431458, + 0.03823794052004814, + 0.11945352703332901, + 0.03157233074307442, + 0.05146035924553871, + 0.15643681585788727 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.06268266588449478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235746383666992 + ], + "opposite_logprob_tokens": [ + -0.3485746383666992 + ], + "logprob_reward": -1.2235746383666992, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2235746383666992, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21162006258964539, + 0.11796954274177551, + 0.04223749414086342, + 0.1444602608680725, + 0.12411660701036453, + 0.0517275296151638, + 0.03433263301849365, + 0.029998203739523888, + 0.053196024149656296, + 0.19034162163734436 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -1.2235746383666992 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109372265636921 + ], + "opposite_logprob_tokens": [ + -4.511093616485596 + ], + "logprob_reward": -0.01109372265636921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109372265636921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13524776697158813, + 0.10510671138763428, + 0.053465571254491806, + 0.11077221482992172, + 0.1628369241952896, + 0.051206935197114944, + 0.09694983810186386, + 0.033470138907432556, + 0.07151078432798386, + 0.1794331669807434 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01109372265636921 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101149953901768 + ], + "opposite_logprob_tokens": [ + -4.511101245880127 + ], + "logprob_reward": -0.011101149953901768, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101149953901768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08855510503053665, + 0.060114599764347076, + 0.059172388166189194, + 0.09386253356933594, + 0.06268679350614548, + 0.09148909151554108, + 0.20461168885231018, + 0.12280074506998062, + 0.06634767353534698, + 0.1503593772649765 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.011101149953901768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010439666220918298 + ], + "opposite_logprob_tokens": [ + -6.876043796539307 + ], + "logprob_reward": -0.0010439666220918298, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010439666220918298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09478702396154404, + 0.11369442939758301, + 0.034789491444826126, + 0.1195729449391365, + 0.06967650353908539, + 0.05187445133924484, + 0.05477677285671234, + 0.08176633715629578, + 0.12187258154153824, + 0.25718948245048523 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.0010439666220918298 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic crane shot begins at a low angle, sweeping gracefully upward to reveal the breathtaking scale of a massive, multi-story greenhouse, rendered in a surreal and detailed anime-style composition. The structure, a soaring glass atrium and intricate white steel grid, creates a botanical cathedral. Inside, the air is filled with a soft, diffuse light. Vertical towers of luminous hydroponic plants rise from the polished concrete floor, their sleek frames supporting layers of lush, vibrant foliage, emitting a soft, ethereal teal glow. This cool interior glow contrasts beautifully with the warm golden rays of early morning sunlight filtering through the glass dome, casting long, dramatic rays of divine light that pierce the humid atmosphere. In classic Makoto Shinkai aesthetic, the entire scene is imbued with a sense of serene wonder, with countless glistening droplets of morning dew clinging to every leaf and glass with perfect surface tension. As the camera rises, these droplets catch the intersecting light sources, erupting in bright, sparkling anamorphic lens flares that dance across the frame, imbuing the futuristic yet natural environment with a palpable, shimmering energy.", + "seed": 15790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_8743_seed_15790_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.052260452695190904, + "vlm_logprob": -0.052260452695190904, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.052260452695190904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07959786802530289 + ], + "opposite_logprob_tokens": [ + -2.5795979499816895 + ], + "logprob_reward": -0.07959786802530289, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07959786802530289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06500529497861862, + 0.024549026042222977, + 0.0974285751581192, + 0.021668806672096252, + 0.05173134058713913, + 0.044521886855363846, + 0.5540114045143127, + 0.06929998099803925, + 0.038841985166072845, + 0.032941702753305435 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.07959786802530289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035734117031097 + ], + "opposite_logprob_tokens": [ + -1.9103573560714722 + ], + "logprob_reward": -0.16035734117031097, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035734117031097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13162851333618164, + 0.07806912064552307, + 0.16510187089443207, + 0.06465964019298553, + 0.028297295793890953, + 0.02904418855905533, + 0.38444656133651733, + 0.040934499353170395, + 0.05075865238904953, + 0.027059657499194145 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.16035734117031097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645033273845911 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004645033273845911, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645033273845911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12726345658302307, + 0.037751205265522, + 0.06106267124414444, + 0.04361682012677193, + 0.02996639721095562, + 0.0313299335539341, + 0.5391162037849426, + 0.03744615614414215, + 0.05112237483263016, + 0.04132473096251488 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.004645033273845911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212694019079208 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212694019079208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212694019079208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3268265426158905, + 0.028078129515051842, + 0.12454986572265625, + 0.02499738708138466, + 0.06879519671201706, + 0.02277224510908127, + 0.17253883183002472, + 0.0787929967045784, + 0.08295445889234543, + 0.06969434767961502 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.014212694019079208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06182468682527542, + 0.050468362867832184, + 0.1418846994638443, + 0.030552614480257034, + 0.09806791692972183, + 0.09384141117334366, + 0.028458841145038605, + 0.3026776611804962, + 0.045386917889118195, + 0.14683689177036285 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.002489326987415552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic crane shot begins at a low angle, sweeping gracefully upward to reveal the breathtaking scale of a massive, multi-story greenhouse, rendered in a surreal and detailed anime-style composition. The structure, a soaring glass atrium and intricate white steel grid, creates a botanical cathedral. Inside, the air is filled with a soft, diffuse light. Vertical towers of luminous hydroponic plants rise from the polished concrete floor, their sleek frames supporting layers of lush, vibrant foliage, emitting a soft, ethereal teal glow. This cool interior glow contrasts beautifully with the warm golden rays of early morning sunlight filtering through the glass dome, casting long, dramatic rays of divine light that pierce the humid atmosphere. In classic Makoto Shinkai aesthetic, the entire scene is imbued with a sense of serene wonder, with countless glistening droplets of morning dew clinging to every leaf and glass with perfect surface tension. As the camera rises, these droplets catch the intersecting light sources, erupting in bright, sparkling anamorphic lens flares that dance across the frame, imbuing the futuristic yet natural environment with a palpable, shimmering energy.", + "seed": 15791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_2/index_8743_seed_15791_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03560388013720513, + "vlm_logprob": -0.03560388013720513, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03560388013720513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10132676362991333 + ], + "opposite_logprob_tokens": [ + -2.3513267040252686 + ], + "logprob_reward": -0.10132676362991333, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10132676362991333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6222370266914368, + 0.0627843365073204, + 0.08928386867046356, + 0.00856135506182909, + 0.01845470443367958, + 0.09431608766317368, + 0.03018827550113201, + 0.010782159864902496, + 0.020457463338971138, + 0.04293477162718773 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.10132676362991333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204161897301674 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204161897301674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204161897301674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.621003270149231, + 0.04399795085191727, + 0.029873158782720566, + 0.01367394533008337, + 0.01873241364955902, + 0.020397350192070007, + 0.08180553466081619, + 0.02525550127029419, + 0.07450737804174423, + 0.07075347751379013 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.018204161897301674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864903163164854 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.00864903163164854, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864903163164854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21009717881679535, + 0.08916883170604706, + 0.06589657813310623, + 0.07155810296535492, + 0.10216914117336273, + 0.0909787267446518, + 0.06232863664627075, + 0.0653964951634407, + 0.09251650422811508, + 0.14988973736763 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.00864903163164854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043103136122226715 + ], + "opposite_logprob_tokens": [ + -3.1681032180786133 + ], + "logprob_reward": -0.043103136122226715, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043103136122226715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6397644877433777, + 0.058747101575136185, + 0.07964438199996948, + 0.023006461560726166, + 0.01275571994483471, + 0.02197384089231491, + 0.041729651391506195, + 0.04145496338605881, + 0.04739641398191452, + 0.033526938408613205 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.043103136122226715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, majestic crane shot that begins at a low angle and sweeps upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, multi-story greenhouse featuring a soaring glass atrium and intricate white steel grid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vertical towers of luminous hydroponic plants visible rising from a polished concrete floor with layers of lush foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene display a Makoto Shinkai aesthetic with glistening morning dew droplets on leaves and glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bright, sparkling anamorphic lens flares visible as the droplets catch the intersecting light sources?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673630740493536 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.00673630740493536, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673630740493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5755897760391235, + 0.04029673710465431, + 0.13071443140506744, + 0.012527058832347393, + 0.015343866311013699, + 0.022522594779729843, + 0.043819859623909, + 0.07615827769041061, + 0.028741708025336266, + 0.05428563430905342 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.00673630740493536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_tensor([4638, 4638])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_tensor([4638, 4638])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3090ad8d8776bc7a9e7c32b0d9f5145bee93efe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_tensor([4638, 4638])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot, held at water level, captures the moment a massive crocodile's snout deliberately breaks the glassy surface of a calm, murky river. Dappled sunlight, filtering through the invisible overhead canopy, glints on the damp, gnarled texture of its ancient, deep olive-green hide, highlighting every deep crack and armored scale. The camera remains steady as the prehistoric snout, partially covered by a layer of riverbed, remains virtually motionless, only its nostrils flaring almost imperceptibly. Just beneath the surface, the powerful leathery skin of its throat pulses in a subtle, rhythmic, and steadily deliberate pattern, its muscles contracting as it drinks. The surrounding river, dark and still, creates an intense, primal atmosphere, focusing all attention on the raw, latent power contained in this creature's quiet, watchful presence.", + "seed": 7831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_4638_seed_7831_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029554709373041988, + "vlm_logprob": -0.029554709373041988, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.029554709373041988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029231995344161987 + ], + "opposite_logprob_tokens": [ + -3.7792320251464844 + ], + "logprob_reward": -0.029231995344161987, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029231995344161987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07467939704656601, + 0.07872303575277328, + 0.019576946273446083, + 0.04600483924150467, + 0.23414133489131927, + 0.06166905164718628, + 0.13607481122016907, + 0.07951675355434418, + 0.20631396770477295, + 0.06329985707998276 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.029231995344161987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036390291061252356 + ], + "opposite_logprob_tokens": [ + -5.628639221191406 + ], + "logprob_reward": -0.0036390291061252356, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036390291061252356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15597526729106903, + 0.11226951330900192, + 0.1363637000322342, + 0.06912095844745636, + 0.07498686015605927, + 0.049188341945409775, + 0.06371880322694778, + 0.11907819658517838, + 0.1263417750597, + 0.09295656532049179 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0036390291061252356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372587636113167 + ], + "opposite_logprob_tokens": [ + -3.4087259769439697 + ], + "logprob_reward": -0.03372587636113167, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372587636113167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14964021742343903, + 0.07576970010995865, + 0.04453771188855171, + 0.04606039077043533, + 0.10586366057395935, + 0.18390919268131256, + 0.09080559760332108, + 0.11554699391126633, + 0.08908690512180328, + 0.0987795814871788 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03372587636113167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381123311817646 + ], + "opposite_logprob_tokens": [ + -3.2881124019622803 + ], + "logprob_reward": -0.0381123311817646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381123311817646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11893673241138458, + 0.06426172703504562, + 0.10996761173009872, + 0.06687449663877487, + 0.110427625477314, + 0.05672702193260193, + 0.020976876839995384, + 0.09832871705293655, + 0.1721375584602356, + 0.1813616156578064 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0381123311817646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043064314872026443 + ], + "opposite_logprob_tokens": [ + -3.1680643558502197 + ], + "logprob_reward": -0.043064314872026443, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043064314872026443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20820854604244232, + 0.06371839344501495, + 0.12222197651863098, + 0.059665173292160034, + 0.05497940257191658, + 0.041058387607336044, + 0.024426700547337532, + 0.16575519740581512, + 0.09886795282363892, + 0.16109831631183624 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.043064314872026443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, held at water level, captures the moment a massive crocodile's snout deliberately breaks the glassy surface of a calm, murky river. Dappled sunlight, filtering through the invisible overhead canopy, glints on the damp, gnarled texture of its ancient, deep olive-green hide, highlighting every deep crack and armored scale. The camera remains steady as the prehistoric snout, partially covered by a layer of riverbed, remains virtually motionless, only its nostrils flaring almost imperceptibly. Just beneath the surface, the powerful leathery skin of its throat pulses in a subtle, rhythmic, and steadily deliberate pattern, its muscles contracting as it drinks. The surrounding river, dark and still, creates an intense, primal atmosphere, focusing all attention on the raw, latent power contained in this creature's quiet, watchful presence.", + "seed": 7832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_4638_seed_7832_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02804052410647273, + "vlm_logprob": -0.02804052410647273, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02804052410647273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05035813897848129 + ], + "opposite_logprob_tokens": [ + -3.0503580570220947 + ], + "logprob_reward": -0.05035813897848129, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05035813897848129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21957246959209442, + 0.08422335237264633, + 0.21038830280303955, + 0.08153574168682098, + 0.08047717064619064, + 0.0272955484688282, + 0.048727042973041534, + 0.11888664215803146, + 0.07437719404697418, + 0.05451657250523567 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.05035813897848129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019565741531550884 + ], + "opposite_logprob_tokens": [ + -6.251956462860107 + ], + "logprob_reward": -0.0019565741531550884, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019565741531550884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13770557940006256, + 0.06912494450807571, + 0.1494782567024231, + 0.14030137658119202, + 0.15689696371555328, + 0.04233334958553314, + 0.06155318394303322, + 0.09051133692264557, + 0.08884051442146301, + 0.0632544532418251 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.0019565741531550884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811187297105789 + ], + "opposite_logprob_tokens": [ + -3.288111925125122 + ], + "logprob_reward": -0.03811187297105789, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811187297105789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13843117654323578, + 0.129501610994339, + 0.1319749504327774, + 0.07059605419635773, + 0.08252408355474472, + 0.05785112828016281, + 0.05531805008649826, + 0.09170135855674744, + 0.16980068385601044, + 0.07230092585086823 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.03811187297105789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075054183602333 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075054183602333, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075054183602333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1442278027534485, + 0.05047786608338356, + 0.08278855681419373, + 0.06434524804353714, + 0.15005235373973846, + 0.08660070598125458, + 0.06069360300898552, + 0.16892971098423004, + 0.0856463760137558, + 0.1062377542257309 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.016075054183602333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370098024606705 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.03370098024606705, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370098024606705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10272359848022461, + 0.12635651230812073, + 0.08038637787103653, + 0.29420629143714905, + 0.0611456036567688, + 0.06543990969657898, + 0.03779306635260582, + 0.08844420313835144, + 0.09558504819869995, + 0.04791939631104469 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.03370098024606705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, held at water level, captures the moment a massive crocodile's snout deliberately breaks the glassy surface of a calm, murky river. Dappled sunlight, filtering through the invisible overhead canopy, glints on the damp, gnarled texture of its ancient, deep olive-green hide, highlighting every deep crack and armored scale. The camera remains steady as the prehistoric snout, partially covered by a layer of riverbed, remains virtually motionless, only its nostrils flaring almost imperceptibly. Just beneath the surface, the powerful leathery skin of its throat pulses in a subtle, rhythmic, and steadily deliberate pattern, its muscles contracting as it drinks. The surrounding river, dark and still, creates an intense, primal atmosphere, focusing all attention on the raw, latent power contained in this creature's quiet, watchful presence.", + "seed": 7833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_4638_seed_7833_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04678507000207901, + "vlm_logprob": -0.04678507000207901, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.04678507000207901, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06557303667068481 + ], + "opposite_logprob_tokens": [ + -2.81557297706604 + ], + "logprob_reward": -0.06557303667068481, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06557303667068481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20181863009929657, + 0.06909041851758957, + 0.21862052381038666, + 0.24864579737186432, + 0.06357360631227493, + 0.036272238940000534, + 0.03323991969227791, + 0.06233178451657295, + 0.029526228085160255, + 0.03688083216547966 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.06557303667068481 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012569375336170197 + ], + "opposite_logprob_tokens": [ + -4.387569427490234 + ], + "logprob_reward": -0.012569375336170197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012569375336170197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20616185665130615, + 0.1650608628988266, + 0.09872135519981384, + 0.06292279064655304, + 0.053617775440216064, + 0.036331746727228165, + 0.07549026608467102, + 0.1399862915277481, + 0.04703178256750107, + 0.11467526853084564 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012569375336170197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430845245718956 + ], + "opposite_logprob_tokens": [ + -3.1680846214294434 + ], + "logprob_reward": -0.0430845245718956, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430845245718956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08070659637451172, + 0.03692946583032608, + 0.0988667905330658, + 0.15968932211399078, + 0.15127477049827576, + 0.017696430906653404, + 0.10608866810798645, + 0.1372063010931015, + 0.09850402921438217, + 0.1130375862121582 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.0430845245718956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370732069015503 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370732069015503, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370732069015503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18062636256217957, + 0.07668988406658173, + 0.05364390090107918, + 0.10327819734811783, + 0.16009478271007538, + 0.05869050696492195, + 0.07929534465074539, + 0.18526679277420044, + 0.023473583161830902, + 0.07894060760736465 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.03370732069015503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899109274148941 + ], + "opposite_logprob_tokens": [ + -2.578991174697876 + ], + "logprob_reward": -0.07899109274148941, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899109274148941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14502480626106262, + 0.12856662273406982, + 0.12277720123529434, + 0.06815849989652634, + 0.057291802018880844, + 0.07775197178125381, + 0.04478026181459427, + 0.1439242959022522, + 0.05625876039266586, + 0.15546578168869019 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07899109274148941 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, held at water level, captures the moment a massive crocodile's snout deliberately breaks the glassy surface of a calm, murky river. Dappled sunlight, filtering through the invisible overhead canopy, glints on the damp, gnarled texture of its ancient, deep olive-green hide, highlighting every deep crack and armored scale. The camera remains steady as the prehistoric snout, partially covered by a layer of riverbed, remains virtually motionless, only its nostrils flaring almost imperceptibly. Just beneath the surface, the powerful leathery skin of its throat pulses in a subtle, rhythmic, and steadily deliberate pattern, its muscles contracting as it drinks. The surrounding river, dark and still, creates an intense, primal atmosphere, focusing all attention on the raw, latent power contained in this creature's quiet, watchful presence.", + "seed": 7834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_3/index_4638_seed_7834_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05384230781346559, + "vlm_logprob": -0.05384230781346559, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05384230781346559, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04664124920964241 + ], + "opposite_logprob_tokens": [ + -3.2966413497924805 + ], + "logprob_reward": -0.04664124920964241, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04664124920964241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2104792296886444, + 0.06644311547279358, + 0.07756205648183823, + 0.08321802318096161, + 0.09466790407896042, + 0.0974215418100357, + 0.053957752883434296, + 0.03955674543976784, + 0.17427967488765717, + 0.10241394490003586 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04664124920964241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976543761789799 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976543761789799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976543761789799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1437230408191681, + 0.0874277874827385, + 0.05839482694864273, + 0.11021143198013306, + 0.1201920434832573, + 0.04409143701195717, + 0.09275276958942413, + 0.04530614614486694, + 0.16220299899578094, + 0.13569757342338562 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.005976543761789799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498679354786873 + ], + "opposite_logprob_tokens": [ + -2.9299867153167725 + ], + "logprob_reward": -0.05498679354786873, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498679354786873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2604793608188629, + 0.05072411522269249, + 0.24449697136878967, + 0.043544694781303406, + 0.14621193706989288, + 0.06605983525514603, + 0.027892298996448517, + 0.029462648555636406, + 0.03281788527965546, + 0.09831028431653976 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.05498679354786873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866704344749451 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.04866704344749451, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866704344749451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1263117641210556, + 0.04240912199020386, + 0.15096966922283173, + 0.07646868377923965, + 0.13902896642684937, + 0.050095003098249435, + 0.05081624910235405, + 0.03462154045701027, + 0.13584592938423157, + 0.19343315064907074 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.04866704344749451 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive crocodile's snout?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crocodile's hide deep olive-green with visible deep cracks and armored scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crocodile's snout break the glassy surface of a calm, murky river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held at water level and remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight visible filtering through an overhead canopy onto the crocodile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293990910053253 + ], + "opposite_logprob_tokens": [ + -2.2379398345947266 + ], + "logprob_reward": -0.11293990910053253, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293990910053253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32085737586021423, + 0.08756527304649353, + 0.03381483629345894, + 0.11641879379749298, + 0.08188760280609131, + 0.05365584045648575, + 0.028660908341407776, + 0.050366245210170746, + 0.10254345089197159, + 0.12422960251569748 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.11293990910053253 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_tensor([8403, 8403])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_tensor([8403, 8403])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f08cdb2c1b98d28e222f10255ce268a10d4d59b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_tensor([8403, 8403])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, low-angle, wide-angle shot focuses on a downpour-soaked asphalt street in a cyberpunk city. Between towering skyscrapers, giant, translucent holographic advertisements flicker with shifting patterns, interplaying with pink and cyan neon signs, painting the slippery road surface into a shimmering mirror. The air is thick with damp vapor. A heavily modified off-road vehicle suddenly bursts into view, its matte black armored body covered in battle-worn scratches and mud stains. The blue LED strips on its underbody cast an eerie halo of light on the ground. The vehicle drifts with incredible speed and precision. The wide, heavily treaded off-road tires lose grip the moment they make contact, emitting a sharp, grinding sound, and the vehicle tilts violently under the immense force of inertia. At this moment, the high-speed spinning rear wheel suddenly rolled up the accumulated water on the road, exploding a huge fan-shaped water curtain that almost occupied half of the screen. Every splashing water droplet reflected a diamond-like bright and short-lived colorful light under the illumination of the surrounding chaotic light. The whole scene was full of movement and power. Against the backdrop of the cold rainy night and the dazzling technological light pollution, it created a tense, chaotic and visually impactful futuristic atmosphere.", + "seed": 8682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_8403_seed_8682_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02988443630747497, + "vlm_logprob": -0.02988443630747497, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02988443630747497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0064454530365765095 + ], + "opposite_logprob_tokens": [ + -5.131445407867432 + ], + "logprob_reward": -0.0064454530365765095, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0064454530365765095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.58705735206604, + 0.03527799993753433, + 0.03569227457046509, + 0.029282141476869583, + 0.07432850450277328, + 0.09020605683326721, + 0.03983182832598686, + 0.029666628688573837, + 0.018031500279903412, + 0.06062572821974754 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0064454530365765095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410179328173399 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.00410179328173399, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410179328173399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26897743344306946, + 0.05367599055171013, + 0.022380152717232704, + 0.05328796058893204, + 0.23250529170036316, + 0.06064404174685478, + 0.07280842959880829, + 0.08421582728624344, + 0.054273348301649094, + 0.09723152220249176 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.00410179328173399 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30251002311706543, + 0.07072426378726959, + 0.03746531158685684, + 0.09827037155628204, + 0.10768397897481918, + 0.07048840820789337, + 0.17038317024707794, + 0.04171385243535042, + 0.027860382571816444, + 0.07290022075176239 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638276718556881 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638276718556881, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638276718556881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17033517360687256, + 0.08719055354595184, + 0.12922514975070953, + 0.07815492153167725, + 0.022225787863135338, + 0.12961766123771667, + 0.08867735415697098, + 0.185553640127182, + 0.059883829206228256, + 0.049135930836200714 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.008638276718556881 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704207003116608 + ], + "opposite_logprob_tokens": [ + -2.127042055130005 + ], + "logprob_reward": -0.12704207003116608, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704207003116608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24805378913879395, + 0.13943155109882355, + 0.049402493983507156, + 0.05423322692513466, + 0.06145453453063965, + 0.03422513231635094, + 0.05302722007036209, + 0.21371795237064362, + 0.018663018941879272, + 0.1277911365032196 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.12704207003116608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, low-angle, wide-angle shot focuses on a downpour-soaked asphalt street in a cyberpunk city. Between towering skyscrapers, giant, translucent holographic advertisements flicker with shifting patterns, interplaying with pink and cyan neon signs, painting the slippery road surface into a shimmering mirror. The air is thick with damp vapor. A heavily modified off-road vehicle suddenly bursts into view, its matte black armored body covered in battle-worn scratches and mud stains. The blue LED strips on its underbody cast an eerie halo of light on the ground. The vehicle drifts with incredible speed and precision. The wide, heavily treaded off-road tires lose grip the moment they make contact, emitting a sharp, grinding sound, and the vehicle tilts violently under the immense force of inertia. At this moment, the high-speed spinning rear wheel suddenly rolled up the accumulated water on the road, exploding a huge fan-shaped water curtain that almost occupied half of the screen. Every splashing water droplet reflected a diamond-like bright and short-lived colorful light under the illumination of the surrounding chaotic light. The whole scene was full of movement and power. Against the backdrop of the cold rainy night and the dazzling technological light pollution, it created a tense, chaotic and visually impactful futuristic atmosphere.", + "seed": 8683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_8403_seed_8683_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04633697140961886, + "vlm_logprob": -0.04633697140961886, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.04633697140961886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013261801563203335 + ], + "opposite_logprob_tokens": [ + -4.388261795043945 + ], + "logprob_reward": -0.013261801563203335, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013261801563203335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23432083427906036, + 0.17812474071979523, + 0.04869605973362923, + 0.04242202639579773, + 0.04540820047259331, + 0.10923384130001068, + 0.06306632608175278, + 0.04887897148728371, + 0.033965762704610825, + 0.19588324427604675 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.013261801563203335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041033364832401276 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.0041033364832401276, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041033364832401276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35198527574539185, + 0.11572754383087158, + 0.01915561780333519, + 0.05522327125072479, + 0.04762013629078865, + 0.23395170271396637, + 0.05208330601453781, + 0.030647898092865944, + 0.02854664996266365, + 0.0650586411356926 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0041033364832401276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.408570259809494, + 0.02014690265059471, + 0.03240368142724037, + 0.056675102561712265, + 0.03200828656554222, + 0.052520401775836945, + 0.0872974619269371, + 0.10499107837677002, + 0.11335501074790955, + 0.0920318141579628 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979542873799801 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.02979542873799801, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979542873799801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25565803050994873, + 0.22459553182125092, + 0.028664061799645424, + 0.07942592352628708, + 0.04311347007751465, + 0.1539410650730133, + 0.10256930440664291, + 0.04952797666192055, + 0.027656568214297295, + 0.034848060458898544 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02979542873799801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798875629901886 + ], + "opposite_logprob_tokens": [ + -1.8048875331878662 + ], + "logprob_reward": -0.1798875629901886, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798875629901886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3319215774536133, + 0.07195916026830673, + 0.0726795494556427, + 0.055618491023778915, + 0.04771820455789566, + 0.06783600151538849, + 0.04692743346095085, + 0.09806296974420547, + 0.03136185184121132, + 0.17591476440429688 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.1798875629901886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, low-angle, wide-angle shot focuses on a downpour-soaked asphalt street in a cyberpunk city. Between towering skyscrapers, giant, translucent holographic advertisements flicker with shifting patterns, interplaying with pink and cyan neon signs, painting the slippery road surface into a shimmering mirror. The air is thick with damp vapor. A heavily modified off-road vehicle suddenly bursts into view, its matte black armored body covered in battle-worn scratches and mud stains. The blue LED strips on its underbody cast an eerie halo of light on the ground. The vehicle drifts with incredible speed and precision. The wide, heavily treaded off-road tires lose grip the moment they make contact, emitting a sharp, grinding sound, and the vehicle tilts violently under the immense force of inertia. At this moment, the high-speed spinning rear wheel suddenly rolled up the accumulated water on the road, exploding a huge fan-shaped water curtain that almost occupied half of the screen. Every splashing water droplet reflected a diamond-like bright and short-lived colorful light under the illumination of the surrounding chaotic light. The whole scene was full of movement and power. Against the backdrop of the cold rainy night and the dazzling technological light pollution, it created a tense, chaotic and visually impactful futuristic atmosphere.", + "seed": 8684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_8403_seed_8684_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029151885118335486, + "vlm_logprob": -0.029151885118335486, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.029151885118335486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007075610104948282 + ], + "opposite_logprob_tokens": [ + -5.007075786590576 + ], + "logprob_reward": -0.007075610104948282, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007075610104948282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21712163090705872, + 0.05012216046452522, + 0.08272252231836319, + 0.05528033524751663, + 0.03832102566957474, + 0.08654844760894775, + 0.07713582366704941, + 0.21526898443698883, + 0.11145385354757309, + 0.06602517515420914 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.007075610104948282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13816681504249573, + 0.12061824649572372, + 0.34064123034477234, + 0.1271539181470871, + 0.03975631669163704, + 0.05225265771150589, + 0.0310470312833786, + 0.05125528573989868, + 0.05928824469447136, + 0.03982025384902954 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0036182431504130363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070732958614826 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070732958614826, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070732958614826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20256240665912628, + 0.05404789373278618, + 0.2097657471895218, + 0.09091180562973022, + 0.09213763475418091, + 0.08323383331298828, + 0.03763926401734352, + 0.09338267147541046, + 0.06516292691230774, + 0.07115580886602402 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.011070732958614826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071440763771534 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071440763771534, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071440763771534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06988658756017685, + 0.03570102900266647, + 0.3517051637172699, + 0.07016734033823013, + 0.24788515269756317, + 0.057476382702589035, + 0.021304946392774582, + 0.03392454981803894, + 0.06002652645111084, + 0.051922254264354706 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.011071440763771534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292339861392975 + ], + "opposite_logprob_tokens": [ + -2.2379233837127686 + ], + "logprob_reward": -0.11292339861392975, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292339861392975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12371481955051422, + 0.08066443353891373, + 0.32868483662605286, + 0.04989548772573471, + 0.08440320938825607, + 0.14082078635692596, + 0.028412966057658195, + 0.09302817285060883, + 0.027693193405866623, + 0.042682066559791565 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.11292339861392975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, low-angle, wide-angle shot focuses on a downpour-soaked asphalt street in a cyberpunk city. Between towering skyscrapers, giant, translucent holographic advertisements flicker with shifting patterns, interplaying with pink and cyan neon signs, painting the slippery road surface into a shimmering mirror. The air is thick with damp vapor. A heavily modified off-road vehicle suddenly bursts into view, its matte black armored body covered in battle-worn scratches and mud stains. The blue LED strips on its underbody cast an eerie halo of light on the ground. The vehicle drifts with incredible speed and precision. The wide, heavily treaded off-road tires lose grip the moment they make contact, emitting a sharp, grinding sound, and the vehicle tilts violently under the immense force of inertia. At this moment, the high-speed spinning rear wheel suddenly rolled up the accumulated water on the road, exploding a huge fan-shaped water curtain that almost occupied half of the screen. Every splashing water droplet reflected a diamond-like bright and short-lived colorful light under the illumination of the surrounding chaotic light. The whole scene was full of movement and power. Against the backdrop of the cold rainy night and the dazzling technological light pollution, it created a tense, chaotic and visually impactful futuristic atmosphere.", + "seed": 8685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_4/index_8403_seed_8685_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04665863178670406, + "vlm_logprob": -0.04665863178670406, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04665863178670406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030180668458342552 + ], + "opposite_logprob_tokens": [ + -3.5301806926727295 + ], + "logprob_reward": -0.030180668458342552, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030180668458342552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26096493005752563, + 0.042203184217214584, + 0.10843836516141891, + 0.043329060077667236, + 0.05782392993569374, + 0.028960296884179115, + 0.35908079147338867, + 0.023378407582640648, + 0.03861921280622482, + 0.03720181807875633 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.030180668458342552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1649296134710312, + 0.06486944109201431, + 0.207511767745018, + 0.04340994730591774, + 0.09440071135759354, + 0.08153421431779861, + 0.039824169129133224, + 0.048287536948919296, + 0.11806846410036087, + 0.13716410100460052 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.008644540794193745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15993133187294006, + 0.1654532253742218, + 0.11969496309757233, + 0.11504126340150833, + 0.09536121785640717, + 0.056343596428632736, + 0.10125473886728287, + 0.04664842411875725, + 0.03847039118409157, + 0.10180086642503738 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005950592458248138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11863617599010468, + 0.5689507722854614, + 0.07102804630994797, + 0.03874989598989487, + 0.03441024571657181, + 0.04225856065750122, + 0.02159252017736435, + 0.03860422596335411, + 0.022059163078665733, + 0.04371032118797302 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a downpour-soaked asphalt street in a cyberpunk city with towering skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavily modified off-road vehicle with a matte black armored body covered in scratches and mud visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do blue LED strips on the vehicle's underbody cast a light halo on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning rear wheel splash a huge fan-shaped water curtain that occupies approximately half of the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot fixed, low-angle, and wide-angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798786073923111 + ], + "opposite_logprob_tokens": [ + -1.80487859249115 + ], + "logprob_reward": -0.1798786073923111, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798786073923111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08464634418487549, + 0.057751595973968506, + 0.10394693166017532, + 0.10512319207191467, + 0.03817340359091759, + 0.33308839797973633, + 0.06989551335573196, + 0.06465382874011993, + 0.035776879638433456, + 0.10694397240877151 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.1798786073923111 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_tensor([8519, 8519])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_tensor([8519, 8519])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d8124797208ede6adeba3bfb3724ecfb050a3ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_tensor([8519, 8519])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, uninterrupted 360-degree tracking shot captures a pair of emperor angelfish engaged in an elegant courtship ritual, their entire world rendered in the signature style of Hokusai's ukiyo-e woodblock prints. The two fish's bodies, defined by sharp black outlines, are a vibrant composition of flat, unblended colors; their forms are streaked with bold horizontal stripes of vibrant lemon yellow and deep blue. They move in perfect, harmonious sync, swirling fluidly from nose to tail in an elegant underwater ballet. Their fins undulate with a subtle, stylized motion, propelling them through an ocean composed not of water but of graphic forms. The background is a dynamic tapestry of stylized, curling waves, their crests rising into claw-like masses of pure white foam, contrasting sharply against the flat Prussian blue plane of the deep ocean, creating a powerful sense of movement and depth. There is no soft, diffused light; instead, the scene embodies the high-contrast, two-dimensional aesthetic of woodblock prints, where form and color dominate, evoking a profound atmosphere of tranquility, timeless beauty, and perfect natural harmony.", + "seed": 18858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_8519_seed_18858_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.365847403742373, + "vlm_logprob": -0.365847403742373, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.365847403742373, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011425775475800037 + ], + "opposite_logprob_tokens": [ + -4.511425971984863 + ], + "logprob_reward": -0.011425775475800037, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011425775475800037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07264061272144318, + 0.0783153772354126, + 0.025247201323509216, + 0.06410320848226547, + 0.0809771940112114, + 0.5515913963317871, + 0.01596285030245781, + 0.026769351214170456, + 0.011611662805080414, + 0.07278122007846832 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.011425775475800037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830429933965206 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830429933965206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830429933965206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08518612384796143, + 0.056308675557374954, + 0.34407469630241394, + 0.05267294868826866, + 0.02871186099946499, + 0.1925642192363739, + 0.08083464950323105, + 0.08006183803081512, + 0.026240477338433266, + 0.0533444844186306 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.002830429933965206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15653707087039948, + 0.06898162513971329, + 0.20416414737701416, + 0.04037832096219063, + 0.07132239639759064, + 0.2518148124217987, + 0.03320779651403427, + 0.11331120133399963, + 0.021786905825138092, + 0.038495808839797974 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015113847330212593 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015113847330212593, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015113847330212593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22694143652915955, + 0.17281480133533478, + 0.21302898228168488, + 0.023605888709425926, + 0.14189927279949188, + 0.04607997089624405, + 0.06302160024642944, + 0.06911381334066391, + 0.02478809282183647, + 0.018706103786826134 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0015113847330212593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.804831624031067 + ], + "opposite_logprob_tokens": [ + -0.1798315942287445 + ], + "logprob_reward": -1.804831624031067, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.804831624031067, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16541720926761627, + 0.09498351812362671, + 0.05734756588935852, + 0.05806540325284004, + 0.04948250949382782, + 0.32447513937950134, + 0.06345375627279282, + 0.06524737179279327, + 0.026941992342472076, + 0.09458550810813904 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -1.804831624031067 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, uninterrupted 360-degree tracking shot captures a pair of emperor angelfish engaged in an elegant courtship ritual, their entire world rendered in the signature style of Hokusai's ukiyo-e woodblock prints. The two fish's bodies, defined by sharp black outlines, are a vibrant composition of flat, unblended colors; their forms are streaked with bold horizontal stripes of vibrant lemon yellow and deep blue. They move in perfect, harmonious sync, swirling fluidly from nose to tail in an elegant underwater ballet. Their fins undulate with a subtle, stylized motion, propelling them through an ocean composed not of water but of graphic forms. The background is a dynamic tapestry of stylized, curling waves, their crests rising into claw-like masses of pure white foam, contrasting sharply against the flat Prussian blue plane of the deep ocean, creating a powerful sense of movement and depth. There is no soft, diffused light; instead, the scene embodies the high-contrast, two-dimensional aesthetic of woodblock prints, where form and color dominate, evoking a profound atmosphere of tranquility, timeless beauty, and perfect natural harmony.", + "seed": 18859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_8519_seed_18859_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12407066724263131, + "vlm_logprob": -0.12407066724263131, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.12407066724263131, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03029320389032364 + ], + "opposite_logprob_tokens": [ + -3.5302932262420654 + ], + "logprob_reward": -0.03029320389032364, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03029320389032364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15640786290168762, + 0.07109706848859787, + 0.05737609416246414, + 0.0606536827981472, + 0.05604831129312515, + 0.058807622641325, + 0.11225948482751846, + 0.1128229945898056, + 0.11994107812643051, + 0.19458584487438202 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03029320389032364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017220443114638329 + ], + "opposite_logprob_tokens": [ + -6.3767218589782715 + ], + "logprob_reward": -0.0017220443114638329, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017220443114638329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1486881673336029, + 0.07908247411251068, + 0.15034782886505127, + 0.06822080910205841, + 0.05636167898774147, + 0.0635937824845314, + 0.09231732040643692, + 0.07710792124271393, + 0.1718166321516037, + 0.0924634113907814 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0017220443114638329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779518470168114 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779518470168114, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779518470168114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1587410420179367, + 0.10199469327926636, + 0.08287125825881958, + 0.09633524715900421, + 0.16443610191345215, + 0.03974668309092522, + 0.07255008816719055, + 0.05981376767158508, + 0.129697784781456, + 0.09381327778100967 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.009779518470168114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248659192584455 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.00248659192584455, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248659192584455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459503173828125, + 0.07944449037313461, + 0.05970434099435806, + 0.07097521424293518, + 0.07163803279399872, + 0.06875455379486084, + 0.09773816913366318, + 0.14348237216472626, + 0.1212034672498703, + 0.14110897481441498 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.00248659192584455 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760719776153564 + ], + "opposite_logprob_tokens": [ + -0.8260719776153564 + ], + "logprob_reward": -0.5760719776153564, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760719776153564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07244476675987244, + 0.08270712941884995, + 0.02893064357340336, + 0.04765981808304787, + 0.12417518347501755, + 0.09773392975330353, + 0.0803770199418068, + 0.062654048204422, + 0.35914433002471924, + 0.044173117727041245 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.5760719776153564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, uninterrupted 360-degree tracking shot captures a pair of emperor angelfish engaged in an elegant courtship ritual, their entire world rendered in the signature style of Hokusai's ukiyo-e woodblock prints. The two fish's bodies, defined by sharp black outlines, are a vibrant composition of flat, unblended colors; their forms are streaked with bold horizontal stripes of vibrant lemon yellow and deep blue. They move in perfect, harmonious sync, swirling fluidly from nose to tail in an elegant underwater ballet. Their fins undulate with a subtle, stylized motion, propelling them through an ocean composed not of water but of graphic forms. The background is a dynamic tapestry of stylized, curling waves, their crests rising into claw-like masses of pure white foam, contrasting sharply against the flat Prussian blue plane of the deep ocean, creating a powerful sense of movement and depth. There is no soft, diffused light; instead, the scene embodies the high-contrast, two-dimensional aesthetic of woodblock prints, where form and color dominate, evoking a profound atmosphere of tranquility, timeless beauty, and perfect natural harmony.", + "seed": 18860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_8519_seed_18860_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047948646289296445, + "vlm_logprob": -0.047948646289296445, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.047948646289296445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10066049546003342 + ], + "opposite_logprob_tokens": [ + -2.350660562515259 + ], + "logprob_reward": -0.10066049546003342, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10066049546003342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08462060242891312, + 0.043609462678432465, + 0.07278330624103546, + 0.07664091885089874, + 0.12988275289535522, + 0.15146633982658386, + 0.08052068948745728, + 0.06867747753858566, + 0.22160150110721588, + 0.07019699364900589 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.10066049546003342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003626557532697916 + ], + "opposite_logprob_tokens": [ + -5.628626346588135 + ], + "logprob_reward": -0.003626557532697916, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003626557532697916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2407931536436081, + 0.06360170990228653, + 0.05609946325421333, + 0.07889893651008606, + 0.11051959544420242, + 0.08633594959974289, + 0.049889035522937775, + 0.07993847876787186, + 0.15205389261245728, + 0.08186972886323929 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.003626557532697916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08670338988304138, + 0.07275677472352982, + 0.0379892997443676, + 0.037991251796483994, + 0.23002438247203827, + 0.12128470838069916, + 0.09073204547166824, + 0.06485600024461746, + 0.1280352622270584, + 0.12962694466114044 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017114529618993402 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017114529618993402, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017114529618993402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772140771150589, + 0.04907865449786186, + 0.14361339807510376, + 0.04453224688768387, + 0.07623645663261414, + 0.09487739950418472, + 0.07136379182338715, + 0.12865974009037018, + 0.25290369987487793, + 0.06152058020234108 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.0017114529618993402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12700983881950378 + ], + "opposite_logprob_tokens": [ + -2.127009868621826 + ], + "logprob_reward": -0.12700983881950378, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12700983881950378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037908684462308884, + 0.04099660739302635, + 0.029037488624453545, + 0.02989358827471733, + 0.07639893889427185, + 0.161097452044487, + 0.08169853687286377, + 0.15449267625808716, + 0.34795743227005005, + 0.04051857814192772 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.12700983881950378 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, uninterrupted 360-degree tracking shot captures a pair of emperor angelfish engaged in an elegant courtship ritual, their entire world rendered in the signature style of Hokusai's ukiyo-e woodblock prints. The two fish's bodies, defined by sharp black outlines, are a vibrant composition of flat, unblended colors; their forms are streaked with bold horizontal stripes of vibrant lemon yellow and deep blue. They move in perfect, harmonious sync, swirling fluidly from nose to tail in an elegant underwater ballet. Their fins undulate with a subtle, stylized motion, propelling them through an ocean composed not of water but of graphic forms. The background is a dynamic tapestry of stylized, curling waves, their crests rising into claw-like masses of pure white foam, contrasting sharply against the flat Prussian blue plane of the deep ocean, creating a powerful sense of movement and depth. There is no soft, diffused light; instead, the scene embodies the high-contrast, two-dimensional aesthetic of woodblock prints, where form and color dominate, evoking a profound atmosphere of tranquility, timeless beauty, and perfect natural harmony.", + "seed": 18861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_5/index_8519_seed_18861_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2867076242342591, + "vlm_logprob": -0.2867076242342591, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.2867076242342591, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018489859998226166 + ], + "opposite_logprob_tokens": [ + -4.018489837646484 + ], + "logprob_reward": -0.018489859998226166, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018489859998226166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06391118466854095, + 0.07072377949953079, + 0.1447209119796753, + 0.056299902498722076, + 0.07351058721542358, + 0.11733340471982956, + 0.2773697078227997, + 0.14157767593860626, + 0.03613096475601196, + 0.01842186227440834 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.018489859998226166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024994343984872103 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024994343984872103, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024994343984872103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07771806418895721, + 0.04983700439333916, + 0.03746652603149414, + 0.04612303525209427, + 0.1644211858510971, + 0.08164463937282562, + 0.4465480148792267, + 0.03922557830810547, + 0.030450686812400818, + 0.02656523510813713 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.0024994343984872103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093601368367672 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093601368367672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093601368367672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1149260550737381, + 0.04680193215608597, + 0.13865572214126587, + 0.05765864998102188, + 0.28940778970718384, + 0.10036478191614151, + 0.16104787588119507, + 0.04411942884325981, + 0.031118689104914665, + 0.0158990528434515 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.004093601368367672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219533103518188 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.00219533103518188, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219533103518188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09267901629209518, + 0.05860045552253723, + 0.14409837126731873, + 0.0402640625834465, + 0.14279966056346893, + 0.06814498454332352, + 0.29094719886779785, + 0.09930945187807083, + 0.03820878639817238, + 0.02494804747402668 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.00219533103518188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two emperor angelfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the fish display sharp black outlines and flat, unblended colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish bodies streaked with bold horizontal stripes of lemon yellow and deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of stylized, curling waves with white foam crests against a Prussian blue plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a slow, uninterrupted 360-degree tracking shot around the fish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062598943710327 + ], + "opposite_logprob_tokens": [ + -0.2812598943710327 + ], + "logprob_reward": -1.4062598943710327, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062598943710327, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06793980300426483, + 0.05162852630019188, + 0.05416380241513252, + 0.022976955398917198, + 0.025086108595132828, + 0.032951295375823975, + 0.5413044691085815, + 0.043904293328523636, + 0.10504606366157532, + 0.05499868839979172 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -1.4062598943710327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_tensor([6276, 6276])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_tensor([6276, 6276])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..106485370bc479c6bf4fe1c93f012ee01d4ac900 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_tensor([6276, 6276])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still close-up, focused horizontally on a mottled grotto wall. A warm, concentrated beam of light slants down from above and to the side, illuminating the details of the murals and casting delicate shadows across the uneven surface. At the center of the image is a vibrantly colored flying figure, draped in streamers of vermilion red and ochre green. She gracefully soars through the air, her face radiating a classical tranquility. Fluid lines define her voluptuous form, the rich texture of the mineral pigments and the subtle cracks of age clearly visible in the light. Then, this figure undergoes a miraculous transformation: the vibrant colors gradually lose saturation, and the image steadily and deliberately becomes transparent, as if a layer of ancient painting on glass is slowly dissolving. As her outline fades, the rough, ancient rock texture behind her gradually emerges, and sedimentary rock lines intertwined with dark brown and ochre penetrate from the flying fairy's body. Finally, the colorful fairy turns into an almost invisible ghostly afterimage, leaving only the original rock surface carrying thousands of years of history. The whole process is filled with the heavy sense of the passage of time and the sedimentation of history, creating a solemn and mysterious atmosphere.", + "seed": 23874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_6276_seed_23874_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06858581891283393, + "vlm_logprob": -0.06858581891283393, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.06858581891283393, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2124330997467041 + ], + "opposite_logprob_tokens": [ + -1.712433099746704 + ], + "logprob_reward": -0.2124330997467041, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2124330997467041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24266749620437622, + 0.04109056666493416, + 0.11236701905727386, + 0.05040799826383591, + 0.030498433858156204, + 0.08207539469003677, + 0.09630168974399567, + 0.1394386738538742, + 0.10768132656812668, + 0.09747134894132614 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.2124330997467041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012567726895213127 + ], + "opposite_logprob_tokens": [ + -4.387567520141602 + ], + "logprob_reward": -0.012567726895213127, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012567726895213127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10964613407850266, + 0.2478472739458084, + 0.059838537126779556, + 0.039863888174295425, + 0.05665826424956322, + 0.12493700534105301, + 0.035244982689619064, + 0.06891050189733505, + 0.2094866931438446, + 0.04756668955087662 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.012567726895213127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021983047481626272 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.0021983047481626272, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021983047481626272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046841707080602646, + 0.06478162854909897, + 0.04205499216914177, + 0.035109955817461014, + 0.038647446781396866, + 0.1048952043056488, + 0.049657151103019714, + 0.18983164429664612, + 0.30414167046546936, + 0.12403856962919235 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0021983047481626272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04928244277834892, + 0.0660589262843132, + 0.03177609667181969, + 0.05415793135762215, + 0.08392627537250519, + 0.10367801785469055, + 0.07801081240177155, + 0.17646217346191406, + 0.2260027527809143, + 0.13064463436603546 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.002814976265653968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291498690843582 + ], + "opposite_logprob_tokens": [ + -2.2379150390625 + ], + "logprob_reward": -0.11291498690843582, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291498690843582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08858050405979156, + 0.11176875978708267, + 0.06049548462033272, + 0.03583167493343353, + 0.13127896189689636, + 0.08548062294721603, + 0.04014057666063309, + 0.08006894588470459, + 0.0844862088561058, + 0.2818682789802551 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.11291498690843582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still close-up, focused horizontally on a mottled grotto wall. A warm, concentrated beam of light slants down from above and to the side, illuminating the details of the murals and casting delicate shadows across the uneven surface. At the center of the image is a vibrantly colored flying figure, draped in streamers of vermilion red and ochre green. She gracefully soars through the air, her face radiating a classical tranquility. Fluid lines define her voluptuous form, the rich texture of the mineral pigments and the subtle cracks of age clearly visible in the light. Then, this figure undergoes a miraculous transformation: the vibrant colors gradually lose saturation, and the image steadily and deliberately becomes transparent, as if a layer of ancient painting on glass is slowly dissolving. As her outline fades, the rough, ancient rock texture behind her gradually emerges, and sedimentary rock lines intertwined with dark brown and ochre penetrate from the flying fairy's body. Finally, the colorful fairy turns into an almost invisible ghostly afterimage, leaving only the original rock surface carrying thousands of years of history. The whole process is filled with the heavy sense of the passage of time and the sedimentation of history, creating a solemn and mysterious atmosphere.", + "seed": 23875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_6276_seed_23875_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042123357532545924, + "vlm_logprob": -0.042123357532545924, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.042123357532545924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09836627542972565 + ], + "opposite_logprob_tokens": [ + -2.4733662605285645 + ], + "logprob_reward": -0.09836627542972565, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09836627542972565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444886028766632, + 0.03066415898501873, + 0.034683916717767715, + 0.04784584790468216, + 0.03816453740000725, + 0.047504495829343796, + 0.023887109011411667, + 0.0335918627679348, + 0.0767931342124939, + 0.5223763585090637 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.09836627542972565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029830720275640488 + ], + "opposite_logprob_tokens": [ + -3.5298306941986084 + ], + "logprob_reward": -0.029830720275640488, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029830720275640488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016802586615085602, + 0.012474684976041317, + 0.014092574827373028, + 0.017765387892723083, + 0.01293899305164814, + 0.015545319765806198, + 0.03279699757695198, + 0.0434129573404789, + 0.815895676612854, + 0.018274812027812004 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.029830720275640488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001942891743965447 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001942891743965447, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001942891743965447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132370263338089, + 0.03158792853355408, + 0.0320022851228714, + 0.06770017743110657, + 0.025552982464432716, + 0.05038542300462723, + 0.03474488481879234, + 0.07789947837591171, + 0.2600570321083069, + 0.2876995801925659 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.001942891743965447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001511027687229216 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.001511027687229216, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001511027687229216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041330672800540924, + 0.016882561147212982, + 0.012320853769779205, + 0.033902645111083984, + 0.011010555550456047, + 0.024936994537711143, + 0.02845088578760624, + 0.03408001735806465, + 0.5713633298873901, + 0.22572149336338043 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.001511027687229216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896587252616882 + ], + "opposite_logprob_tokens": [ + -2.578965902328491 + ], + "logprob_reward": -0.07896587252616882, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896587252616882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07770948112010956, + 0.07100697606801987, + 0.076429083943367, + 0.08298861235380173, + 0.04023181274533272, + 0.036458879709243774, + 0.09864073246717453, + 0.09228561818599701, + 0.13610431551933289, + 0.2881445288658142 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.07896587252616882 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still close-up, focused horizontally on a mottled grotto wall. A warm, concentrated beam of light slants down from above and to the side, illuminating the details of the murals and casting delicate shadows across the uneven surface. At the center of the image is a vibrantly colored flying figure, draped in streamers of vermilion red and ochre green. She gracefully soars through the air, her face radiating a classical tranquility. Fluid lines define her voluptuous form, the rich texture of the mineral pigments and the subtle cracks of age clearly visible in the light. Then, this figure undergoes a miraculous transformation: the vibrant colors gradually lose saturation, and the image steadily and deliberately becomes transparent, as if a layer of ancient painting on glass is slowly dissolving. As her outline fades, the rough, ancient rock texture behind her gradually emerges, and sedimentary rock lines intertwined with dark brown and ochre penetrate from the flying fairy's body. Finally, the colorful fairy turns into an almost invisible ghostly afterimage, leaving only the original rock surface carrying thousands of years of history. The whole process is filled with the heavy sense of the passage of time and the sedimentation of history, creating a solemn and mysterious atmosphere.", + "seed": 23876, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_6276_seed_23876_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06027372796088457, + "vlm_logprob": -0.06027372796088457, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.06027372796088457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20060260593891144 + ], + "opposite_logprob_tokens": [ + -1.825602650642395 + ], + "logprob_reward": -0.20060260593891144, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20060260593891144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14829286932945251, + 0.09524276852607727, + 0.08136992156505585, + 0.13314655423164368, + 0.04911745712161064, + 0.06973209232091904, + 0.05542835220694542, + 0.25134703516960144, + 0.08854316174983978, + 0.027779825031757355 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.20060260593891144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016102738678455353 + ], + "opposite_logprob_tokens": [ + -4.1411027908325195 + ], + "logprob_reward": -0.016102738678455353, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016102738678455353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5723559260368347, + 0.1074502170085907, + 0.03929222375154495, + 0.0676986500620842, + 0.05050789937376976, + 0.03634115681052208, + 0.06932355463504791, + 0.027028927579522133, + 0.014250506646931171, + 0.015750886872410774 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016102738678455353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2501770257949829, + 0.07762693613767624, + 0.07470592856407166, + 0.043709807097911835, + 0.05189377814531326, + 0.047361429780721664, + 0.17756733298301697, + 0.13136327266693115, + 0.11319699138402939, + 0.03239743784070015 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18611854314804077, + 0.07716942578554153, + 0.0547519251704216, + 0.04352056235074997, + 0.05825231596827507, + 0.10060407966375351, + 0.13537144660949707, + 0.19172798097133636, + 0.11399807780981064, + 0.038485608994960785 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897842675447464 + ], + "opposite_logprob_tokens": [ + -2.5789785385131836 + ], + "logprob_reward": -0.07897842675447464, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897842675447464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37393850088119507, + 0.11282573640346527, + 0.09177117049694061, + 0.06639400869607925, + 0.07446649670600891, + 0.05000856891274452, + 0.05563003569841385, + 0.07364501059055328, + 0.03367030620574951, + 0.0676501914858818 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07897842675447464 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still close-up, focused horizontally on a mottled grotto wall. A warm, concentrated beam of light slants down from above and to the side, illuminating the details of the murals and casting delicate shadows across the uneven surface. At the center of the image is a vibrantly colored flying figure, draped in streamers of vermilion red and ochre green. She gracefully soars through the air, her face radiating a classical tranquility. Fluid lines define her voluptuous form, the rich texture of the mineral pigments and the subtle cracks of age clearly visible in the light. Then, this figure undergoes a miraculous transformation: the vibrant colors gradually lose saturation, and the image steadily and deliberately becomes transparent, as if a layer of ancient painting on glass is slowly dissolving. As her outline fades, the rough, ancient rock texture behind her gradually emerges, and sedimentary rock lines intertwined with dark brown and ochre penetrate from the flying fairy's body. Finally, the colorful fairy turns into an almost invisible ghostly afterimage, leaving only the original rock surface carrying thousands of years of history. The whole process is filled with the heavy sense of the passage of time and the sedimentation of history, creating a solemn and mysterious atmosphere.", + "seed": 23877, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_6/index_6276_seed_23877_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2314446614589542, + "vlm_logprob": -0.2314446614589542, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.2314446614589542, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0579204559326172 + ], + "opposite_logprob_tokens": [ + -0.4329204261302948 + ], + "logprob_reward": -1.0579204559326172, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0579204559326172, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.024750670418143272, + 0.010973157361149788, + 0.008556095883250237, + 0.019180746749043465, + 0.03693917766213417, + 0.03846031054854393, + 0.223179429769516, + 0.1828448474407196, + 0.028550265356898308, + 0.4265652894973755 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -1.0579204559326172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264941602945328 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264941602945328, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264941602945328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059515394270420074, + 0.07346983253955841, + 0.08058860152959824, + 0.13392522931098938, + 0.06806235760450363, + 0.0789775550365448, + 0.061915941536426544, + 0.06303267180919647, + 0.07531684637069702, + 0.30519556999206543 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.005264941602945328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021975908894091845 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021975908894091845, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021975908894091845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029427025467157364, + 0.012490596622228622, + 0.017644504085183144, + 0.02217192016541958, + 0.03826582059264183, + 0.033635638654232025, + 0.0396680049598217, + 0.08764796704053879, + 0.1106608435511589, + 0.6083876490592957 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0021975908894091845 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028143818490207195 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.0028143818490207195, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028143818490207195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02896329015493393, + 0.01589554361999035, + 0.02513832412660122, + 0.03281619772315025, + 0.018609609454870224, + 0.03219541907310486, + 0.0828537568449974, + 0.048811402171850204, + 0.06798704713582993, + 0.6467293500900269 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.0028143818490207195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up focused horizontally on a mottled grotto wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vibrantly colored flying figure draped in vermilion red and ochre green streamers visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure undergo a transformation where colors lose saturation and the image becomes transparent to reveal the rock texture behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure eventually turn into an almost invisible ghostly afterimage leaving only the rock surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall atmosphere solemn and mysterious, conveying a heavy sense of the passage of time?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902593702077866 + ], + "opposite_logprob_tokens": [ + -2.4640259742736816 + ], + "logprob_reward": -0.08902593702077866, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902593702077866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09705375134944916, + 0.05785020813345909, + 0.05615365132689476, + 0.06033468246459961, + 0.072416752576828, + 0.06505555659532547, + 0.07633675634860992, + 0.07426989823579788, + 0.06253965198993683, + 0.37798911333084106 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.08902593702077866 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_tensor([1241, 1241])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_tensor([1241, 1241])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ba2603b5da3ac8db686acccd7f75243f3c484d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_tensor([1241, 1241])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, top-down, extreme close-up maintains a fixed frame on a flat sheet of pristine aluminum foil resting on a dark, polished black countertop. A single, bright overhead light source creates a stark, high-contrast environment, casting brilliant, mirror-like highlights on the foil's smooth, cool-toned silver surface and faintly reflecting them in the countertop's mirror-like finish. Suddenly, an invisible, localized downward pressure is deliberately applied to the center of the foil, causing the smooth surface to collapse into a gentle depression. This initial deformation instantly triggers a violent chain reaction; the surrounding material deforms under the pressure, erupting into a complex, spiderweb-like network of sharp, permanent creases. The foil wrinkles and folds in on itself, then enters a new, permanently deformed state. The camera captures how the newly formed ridges and angular valleys of the metal now catch the intense light, creating a chaotic, shimmering pattern of sharp reflections and deep shadows, contrasting the memory of the original smooth surface with the final, wrinkled texture, creating an atmosphere of tension, abstraction, and visual drama.", + "seed": 13759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_1241_seed_13759_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32761435562279073, + "vlm_logprob": -0.32761435562279073, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.32761435562279073, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6024909019470215 + ], + "opposite_logprob_tokens": [ + -0.2274908572435379 + ], + "logprob_reward": -1.6024909019470215, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6024909019470215, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04304618015885353, + 0.036294225603342056, + 0.041863150894641876, + 0.05012227222323418, + 0.07318698614835739, + 0.29230302572250366, + 0.2791009545326233, + 0.04730618745088577, + 0.10805569589138031, + 0.028721312060952187 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -1.6024909019470215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02640935592353344 + ], + "opposite_logprob_tokens": [ + -3.651409387588501 + ], + "logprob_reward": -0.02640935592353344, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02640935592353344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04783077538013458, + 0.02194356918334961, + 0.05703284218907356, + 0.036296773701906204, + 0.06204535812139511, + 0.3158932328224182, + 0.32834798097610474, + 0.04194500669836998, + 0.05787923187017441, + 0.03078514337539673 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.02640935592353344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001722401357255876 + ], + "opposite_logprob_tokens": [ + -6.37672233581543 + ], + "logprob_reward": -0.001722401357255876, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001722401357255876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04835087060928345, + 0.027072830125689507, + 0.02926323004066944, + 0.044549163430929184, + 0.08452931046485901, + 0.29075682163238525, + 0.23752233386039734, + 0.04310467839241028, + 0.16695505380630493, + 0.027895720675587654 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.001722401357255876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256047938019037 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256047938019037, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256047938019037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03680668771266937, + 0.034319810569286346, + 0.02778514474630356, + 0.03879661485552788, + 0.05571526288986206, + 0.20634610950946808, + 0.31095758080482483, + 0.04447183012962341, + 0.2019340544939041, + 0.042866919189691544 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.005256047938019037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193070948123932 + ], + "opposite_logprob_tokens": [ + -6.127192974090576 + ], + "logprob_reward": -0.002193070948123932, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193070948123932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0613972507417202, + 0.03271188214421272, + 0.03220406547188759, + 0.05074983462691307, + 0.062127549201250076, + 0.15385711193084717, + 0.33218228816986084, + 0.06600280851125717, + 0.07470522075891495, + 0.1340619921684265 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.002193070948123932 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up maintains a fixed frame on a flat sheet of pristine aluminum foil resting on a dark, polished black countertop. A single, bright overhead light source creates a stark, high-contrast environment, casting brilliant, mirror-like highlights on the foil's smooth, cool-toned silver surface and faintly reflecting them in the countertop's mirror-like finish. Suddenly, an invisible, localized downward pressure is deliberately applied to the center of the foil, causing the smooth surface to collapse into a gentle depression. This initial deformation instantly triggers a violent chain reaction; the surrounding material deforms under the pressure, erupting into a complex, spiderweb-like network of sharp, permanent creases. The foil wrinkles and folds in on itself, then enters a new, permanently deformed state. The camera captures how the newly formed ridges and angular valleys of the metal now catch the intense light, creating a chaotic, shimmering pattern of sharp reflections and deep shadows, contrasting the memory of the original smooth surface with the final, wrinkled texture, creating an atmosphere of tension, abstraction, and visual drama.", + "seed": 13760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_1241_seed_13760_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25444438101258127, + "vlm_logprob": -0.25444438101258127, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.25444438101258127, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2278447151184082 + ], + "opposite_logprob_tokens": [ + -0.3528447151184082 + ], + "logprob_reward": -1.2278447151184082, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2278447151184082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07370210438966751, + 0.04327846318483353, + 0.10817401111125946, + 0.05494823306798935, + 0.03763672336935997, + 0.14623677730560303, + 0.10323743522167206, + 0.05872431397438049, + 0.3194878399372101, + 0.054574087262153625 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -1.2278447151184082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374835103750229 + ], + "opposite_logprob_tokens": [ + -3.4087483882904053 + ], + "logprob_reward": -0.03374835103750229, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374835103750229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07273725420236588, + 0.15256652235984802, + 0.07241372019052505, + 0.05105980485677719, + 0.0545300655066967, + 0.089919313788414, + 0.11419347673654556, + 0.12479964643716812, + 0.17087408900260925, + 0.0969061627984047 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.03374835103750229 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019507441902533174 + ], + "opposite_logprob_tokens": [ + -6.251950740814209 + ], + "logprob_reward": -0.0019507441902533174, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019507441902533174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14390097558498383, + 0.11537092179059982, + 0.07054655253887177, + 0.05708613246679306, + 0.05347799137234688, + 0.1297152042388916, + 0.0742160901427269, + 0.13248851895332336, + 0.17255407571792603, + 0.05064348503947258 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0019507441902533174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638176903128624 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638176903128624, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638176903128624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09025050699710846, + 0.05269036814570427, + 0.07201043516397476, + 0.08139127492904663, + 0.037151094526052475, + 0.1793692260980606, + 0.09733425825834274, + 0.12436524033546448, + 0.16833345592021942, + 0.09710413217544556 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.007638176903128624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010399178136140108 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010399178136140108, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010399178136140108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08332723379135132, + 0.16932842135429382, + 0.07775858044624329, + 0.06421121209859848, + 0.0299102570861578, + 0.1440809965133667, + 0.0714147761464119, + 0.10399052500724792, + 0.20988743007183075, + 0.04609054699540138 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.0010399178136140108 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up maintains a fixed frame on a flat sheet of pristine aluminum foil resting on a dark, polished black countertop. A single, bright overhead light source creates a stark, high-contrast environment, casting brilliant, mirror-like highlights on the foil's smooth, cool-toned silver surface and faintly reflecting them in the countertop's mirror-like finish. Suddenly, an invisible, localized downward pressure is deliberately applied to the center of the foil, causing the smooth surface to collapse into a gentle depression. This initial deformation instantly triggers a violent chain reaction; the surrounding material deforms under the pressure, erupting into a complex, spiderweb-like network of sharp, permanent creases. The foil wrinkles and folds in on itself, then enters a new, permanently deformed state. The camera captures how the newly formed ridges and angular valleys of the metal now catch the intense light, creating a chaotic, shimmering pattern of sharp reflections and deep shadows, contrasting the memory of the original smooth surface with the final, wrinkled texture, creating an atmosphere of tension, abstraction, and visual drama.", + "seed": 13761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_1241_seed_13761_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08705855945590883, + "vlm_logprob": -0.08705855945590883, + "vlm_yes_no_margin": 4.374999988079071, + "vlm_token_credit": -0.08705855945590883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3917451500892639 + ], + "opposite_logprob_tokens": [ + -1.1417450904846191 + ], + "logprob_reward": -0.3917451500892639, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3917451500892639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08356277644634247, + 0.04454302415251732, + 0.6474135518074036, + 0.03128126263618469, + 0.09428417682647705, + 0.008391514420509338, + 0.007503325119614601, + 0.05546432361006737, + 0.00827519316226244, + 0.019280822947621346 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.3917451500892639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374950587749481 + ], + "opposite_logprob_tokens": [ + -3.408749580383301 + ], + "logprob_reward": -0.03374950587749481, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374950587749481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4397830665111542, + 0.14562112092971802, + 0.11514303833246231, + 0.03831440210342407, + 0.15548521280288696, + 0.02440216951072216, + 0.029276780784130096, + 0.0243862122297287, + 0.014841156080365181, + 0.012746826745569706 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03374950587749481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112715367227793 + ], + "opposite_logprob_tokens": [ + -5.504112720489502 + ], + "logprob_reward": -0.004112715367227793, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112715367227793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2924920916557312, + 0.15143054723739624, + 0.19925165176391602, + 0.047956906259059906, + 0.14523833990097046, + 0.020913461223244667, + 0.01286082249134779, + 0.06400664895772934, + 0.04631767421960831, + 0.019531849771738052 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004112715367227793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645389039069414 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645389039069414, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645389039069414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15805870294570923, + 0.11748876422643661, + 0.38571879267692566, + 0.03355039656162262, + 0.12304049730300903, + 0.01604822650551796, + 0.023198135197162628, + 0.08227744698524475, + 0.03183785825967789, + 0.028781194239854813 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.004645389039069414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010400369064882398 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010400369064882398, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010400369064882398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25690340995788574, + 0.2291061282157898, + 0.31746724247932434, + 0.034388843923807144, + 0.06374681740999222, + 0.00711692962795496, + 0.01604008488357067, + 0.04909861087799072, + 0.011065595783293247, + 0.015066330321133137 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0010400369064882398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up maintains a fixed frame on a flat sheet of pristine aluminum foil resting on a dark, polished black countertop. A single, bright overhead light source creates a stark, high-contrast environment, casting brilliant, mirror-like highlights on the foil's smooth, cool-toned silver surface and faintly reflecting them in the countertop's mirror-like finish. Suddenly, an invisible, localized downward pressure is deliberately applied to the center of the foil, causing the smooth surface to collapse into a gentle depression. This initial deformation instantly triggers a violent chain reaction; the surrounding material deforms under the pressure, erupting into a complex, spiderweb-like network of sharp, permanent creases. The foil wrinkles and folds in on itself, then enters a new, permanently deformed state. The camera captures how the newly formed ridges and angular valleys of the metal now catch the intense light, creating a chaotic, shimmering pattern of sharp reflections and deep shadows, contrasting the memory of the original smooth surface with the final, wrinkled texture, creating an atmosphere of tension, abstraction, and visual drama.", + "seed": 13762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_7/index_1241_seed_13762_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25853053904138507, + "vlm_logprob": -0.25853053904138507, + "vlm_yes_no_margin": 3.7750000238418577, + "vlm_token_credit": -0.25853053904138507, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.139833927154541 + ], + "opposite_logprob_tokens": [ + -0.3898339569568634 + ], + "logprob_reward": -1.139833927154541, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.139833927154541, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0315704345703125, + 0.01029106043279171, + 0.029171738773584366, + 0.08672746270895004, + 0.017896762117743492, + 0.014954427257180214, + 0.012261711061000824, + 0.008239164017140865, + 0.01099061407148838, + 0.777896523475647 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -1.139833927154541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285294711589813 + ], + "opposite_logprob_tokens": [ + -2.017853021621704 + ], + "logprob_reward": -0.14285294711589813, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285294711589813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1059320792555809, + 0.06630714237689972, + 0.03313499316573143, + 0.13736200332641602, + 0.1283383071422577, + 0.05892409384250641, + 0.03447749465703964, + 0.19301316142082214, + 0.1272621750831604, + 0.11524852365255356 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.14285294711589813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028297165408730507 + ], + "opposite_logprob_tokens": [ + -5.877829551696777 + ], + "logprob_reward": -0.0028297165408730507, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028297165408730507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04738979414105415, + 0.01721915975213051, + 0.0296024102717638, + 0.05866526439785957, + 0.03590093180537224, + 0.01945693977177143, + 0.01443797443062067, + 0.01663510501384735, + 0.013825721107423306, + 0.7468667030334473 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0028297165408730507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958176217973232 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958176217973232, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958176217973232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04333025962114334, + 0.015513763763010502, + 0.04548986256122589, + 0.06952567398548126, + 0.04108051955699921, + 0.027999423444271088, + 0.008613093756139278, + 0.018380362540483475, + 0.02021820843219757, + 0.7098488211631775 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.005958176217973232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down view maintaining a fixed frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a flat sheet of pristine aluminum foil resting on a dark, polished black countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bright overhead light source create high-contrast lighting with brilliant mirror-like highlights on the foil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the foil undergo a deformation where a localized downward pressure causes it to collapse into a depression and then erupt into a complex network of sharp, permanent creases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state of the foil show a wrinkled texture with chaotic, shimmering patterns of sharp reflections and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177928177639842 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177928177639842, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177928177639842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025354476645588875, + 0.00991074088960886, + 0.026252813637256622, + 0.05629793182015419, + 0.025688378140330315, + 0.01885642111301422, + 0.01196663174778223, + 0.018565775826573372, + 0.013291504234075546, + 0.7938153147697449 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.001177928177639842 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_tensor([6584, 6584])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_tensor([6584, 6584])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..56c1ca5b5c9552f1a4a8bdce74f1d84d4d0fe787 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_tensor([6584, 6584])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up, angled slightly downward, begins a slow and steady zoom, focusing on a pair of hands meticulously placing books. With long fingers and neatly manicured nails, the hands carefully guide a small stack of antique leather-bound volumes—one a deep burgundy, the other a forest green, their spines adorned with faded gold leaf filigree. They are slid into the last empty space on a dark, polished mahogany bookshelf already crowded with similar books. The movement is deliberate and gentle, the books gliding smoothly across the wood until they are perfectly seated, the final effect soft and satisfying. The entire scene is bathed in warm, low-key light from an off-camera source, casting a soft golden glow that accentuates the rich texture of the leather and the deep grain of the wood, creating an intimate and serene quiet with a distinctly warm, cinematic feel.", + "seed": 12336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_6584_seed_12336_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035434804111719134, + "vlm_logprob": -0.035434804111719134, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.035434804111719134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021074533462524414 + ], + "opposite_logprob_tokens": [ + -3.8960745334625244 + ], + "logprob_reward": -0.021074533462524414, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021074533462524414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13176998496055603, + 0.11646803468465805, + 0.09964963048696518, + 0.038026418536901474, + 0.03336239606142044, + 0.15547899901866913, + 0.021071523427963257, + 0.23937565088272095, + 0.04164367914199829, + 0.1231537014245987 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.021074533462524414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868645966053009 + ], + "opposite_logprob_tokens": [ + -3.0486865043640137 + ], + "logprob_reward": -0.04868645966053009, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868645966053009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.246501624584198, + 0.2068689465522766, + 0.05343495309352875, + 0.016416378319263458, + 0.024295268580317497, + 0.062013525515794754, + 0.013750086538493633, + 0.18413743376731873, + 0.09398984163999557, + 0.0985918864607811 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.04868645966053009 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777629747986794 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777629747986794, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777629747986794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15404050052165985, + 0.22108393907546997, + 0.0388207845389843, + 0.031520627439022064, + 0.03721872717142105, + 0.03329591453075409, + 0.0906568095088005, + 0.2910591661930084, + 0.0385841503739357, + 0.06371939182281494 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.009777629747986794 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637921884655952 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637921884655952, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637921884655952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05683887004852295, + 0.0522308275103569, + 0.03694960102438927, + 0.02486409991979599, + 0.03187266364693642, + 0.03147117793560028, + 0.04678616672754288, + 0.631442666053772, + 0.02647770754992962, + 0.061066217720508575 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.008637921884655952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899747580289841 + ], + "opposite_logprob_tokens": [ + -2.4639973640441895 + ], + "logprob_reward": -0.08899747580289841, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899747580289841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09984789043664932, + 0.11969438195228577, + 0.11242283880710602, + 0.045394618064165115, + 0.07490851730108261, + 0.03286628797650337, + 0.10394525527954102, + 0.270263671875, + 0.08628825843334198, + 0.05436832085251808 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.08899747580289841 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, angled slightly downward, begins a slow and steady zoom, focusing on a pair of hands meticulously placing books. With long fingers and neatly manicured nails, the hands carefully guide a small stack of antique leather-bound volumes—one a deep burgundy, the other a forest green, their spines adorned with faded gold leaf filigree. They are slid into the last empty space on a dark, polished mahogany bookshelf already crowded with similar books. The movement is deliberate and gentle, the books gliding smoothly across the wood until they are perfectly seated, the final effect soft and satisfying. The entire scene is bathed in warm, low-key light from an off-camera source, casting a soft golden glow that accentuates the rich texture of the leather and the deep grain of the wood, creating an intimate and serene quiet with a distinctly warm, cinematic feel.", + "seed": 12337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_6584_seed_12337_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023278193082660437, + "vlm_logprob": -0.023278193082660437, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.023278193082660437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02122451178729534 + ], + "opposite_logprob_tokens": [ + -3.8962244987487793 + ], + "logprob_reward": -0.02122451178729534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02122451178729534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17053130269050598, + 0.1286647766828537, + 0.11841641366481781, + 0.06862863898277283, + 0.0735384076833725, + 0.06383153796195984, + 0.1261502057313919, + 0.04198671504855156, + 0.04252052679657936, + 0.16573156416416168 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02122451178729534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984379418194294 + ], + "opposite_logprob_tokens": [ + -3.529843807220459 + ], + "logprob_reward": -0.02984379418194294, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984379418194294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17694392800331116, + 0.12546183168888092, + 0.08406510949134827, + 0.08798465877771378, + 0.07172925025224686, + 0.1118907779455185, + 0.0937778502702713, + 0.0548463873565197, + 0.09310881793498993, + 0.10019142925739288 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02984379418194294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186016008257866 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186016008257866, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186016008257866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19818201661109924, + 0.13171540200710297, + 0.07541215419769287, + 0.09158631414175034, + 0.03330042213201523, + 0.15272846817970276, + 0.12550462782382965, + 0.04496961832046509, + 0.0380285307765007, + 0.10857238620519638 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.018186016008257866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095738288015127 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095738288015127, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095738288015127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3302706182003021, + 0.09410613030195236, + 0.10295633971691132, + 0.09556616842746735, + 0.026967741549015045, + 0.04919543117284775, + 0.11347994208335876, + 0.03175698220729828, + 0.023165099322795868, + 0.13253551721572876 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.004095738288015127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304090514779091 + ], + "opposite_logprob_tokens": [ + -3.1680409908294678 + ], + "logprob_reward": -0.04304090514779091, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304090514779091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18851208686828613, + 0.11741487681865692, + 0.26678523421287537, + 0.21051952242851257, + 0.02113184705376625, + 0.02346162497997284, + 0.05535205453634262, + 0.0237417034804821, + 0.043747011572122574, + 0.049334052950143814 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.04304090514779091 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, angled slightly downward, begins a slow and steady zoom, focusing on a pair of hands meticulously placing books. With long fingers and neatly manicured nails, the hands carefully guide a small stack of antique leather-bound volumes—one a deep burgundy, the other a forest green, their spines adorned with faded gold leaf filigree. They are slid into the last empty space on a dark, polished mahogany bookshelf already crowded with similar books. The movement is deliberate and gentle, the books gliding smoothly across the wood until they are perfectly seated, the final effect soft and satisfying. The entire scene is bathed in warm, low-key light from an off-camera source, casting a soft golden glow that accentuates the rich texture of the leather and the deep grain of the wood, creating an intimate and serene quiet with a distinctly warm, cinematic feel.", + "seed": 12338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_6584_seed_12338_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023328196071088315, + "vlm_logprob": -0.023328196071088315, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.023328196071088315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021215176209807396 + ], + "opposite_logprob_tokens": [ + -3.8962152004241943 + ], + "logprob_reward": -0.021215176209807396, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021215176209807396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18826304376125336, + 0.04159573093056679, + 0.2986035943031311, + 0.16042529046535492, + 0.017515432089567184, + 0.14704254269599915, + 0.01679956167936325, + 0.03837662562727928, + 0.05372067168354988, + 0.03765755146741867 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.021215176209807396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026372088119387627 + ], + "opposite_logprob_tokens": [ + -3.651372194290161 + ], + "logprob_reward": -0.026372088119387627, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026372088119387627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25083205103874207, + 0.06447406113147736, + 0.07690782099962234, + 0.07627828419208527, + 0.14523324370384216, + 0.03337226063013077, + 0.037164267152547836, + 0.10033350437879562, + 0.13732710480690002, + 0.07807741314172745 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.026372088119387627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338066905736923 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338066905736923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338066905736923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19499269127845764, + 0.04933324456214905, + 0.07922498136758804, + 0.057899732142686844, + 0.1922464668750763, + 0.18919852375984192, + 0.03262726962566376, + 0.053273074328899384, + 0.10546915233135223, + 0.045734792947769165 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.026338066905736923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636134020984173 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636134020984173, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636134020984173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13986465334892273, + 0.14415670931339264, + 0.07080447673797607, + 0.05208824202418327, + 0.23953400552272797, + 0.061345119029283524, + 0.031299516558647156, + 0.12263825535774231, + 0.07607559114694595, + 0.062193430960178375 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.004636134020984173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807951509952545 + ], + "opposite_logprob_tokens": [ + -3.2880795001983643 + ], + "logprob_reward": -0.03807951509952545, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807951509952545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07320386171340942, + 0.05055690556764603, + 0.10801186412572861, + 0.05447659268975258, + 0.2527374029159546, + 0.03218495473265648, + 0.041587118059396744, + 0.05449972674250603, + 0.20603759586811066, + 0.12670399248600006 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.03807951509952545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, angled slightly downward, begins a slow and steady zoom, focusing on a pair of hands meticulously placing books. With long fingers and neatly manicured nails, the hands carefully guide a small stack of antique leather-bound volumes—one a deep burgundy, the other a forest green, their spines adorned with faded gold leaf filigree. They are slid into the last empty space on a dark, polished mahogany bookshelf already crowded with similar books. The movement is deliberate and gentle, the books gliding smoothly across the wood until they are perfectly seated, the final effect soft and satisfying. The entire scene is bathed in warm, low-key light from an off-camera source, casting a soft golden glow that accentuates the rich texture of the leather and the deep grain of the wood, creating an intimate and serene quiet with a distinctly warm, cinematic feel.", + "seed": 12339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_8/index_6584_seed_12339_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023319211974740028, + "vlm_logprob": -0.023319211974740028, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023319211974740028, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026785921305418015 + ], + "opposite_logprob_tokens": [ + -3.6517858505249023 + ], + "logprob_reward": -0.026785921305418015, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026785921305418015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08661381155252457, + 0.1104319766163826, + 0.07603875547647476, + 0.06729744374752045, + 0.16516168415546417, + 0.16602477431297302, + 0.06932903826236725, + 0.04859549552202225, + 0.042414356023073196, + 0.16809265315532684 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.026785921305418015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564901262521744 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012564901262521744, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564901262521744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12049758434295654, + 0.1902155578136444, + 0.1021563932299614, + 0.23696959018707275, + 0.05862670764327049, + 0.056994352489709854, + 0.04975816234946251, + 0.03692469373345375, + 0.08319525420665741, + 0.0646616667509079 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.012564901262521744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2005896419286728, + 0.18231336772441864, + 0.0729842483997345, + 0.2033299207687378, + 0.04906192049384117, + 0.061994265764951706, + 0.03611909970641136, + 0.04725809395313263, + 0.09367979317903519, + 0.05266961827874184 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.00977727584540844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2816600501537323, + 0.09669004380702972, + 0.08707022666931152, + 0.19688068330287933, + 0.05780334770679474, + 0.03306064009666443, + 0.10650822520256042, + 0.03727550432085991, + 0.028150774538517, + 0.07490043342113495 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.01254018023610115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands with long fingers and neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small stack of antique leather-bound books visible, one deep burgundy and one forest green with faded gold leaf filigree on the spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands sliding the books into the last empty space on a dark, polished mahogany bookshelf crowded with similar books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm, low-key light from an off-camera source casting a soft golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin as a medium close-up angled slightly downward and execute a slow, steady zoom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492778122425079 + ], + "opposite_logprob_tokens": [ + -2.9299278259277344 + ], + "logprob_reward": -0.05492778122425079, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492778122425079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28064993023872375, + 0.10203482210636139, + 0.09683267027139664, + 0.13287925720214844, + 0.056473635137081146, + 0.0638275295495987, + 0.045452531427145004, + 0.05876641348004341, + 0.12561729550361633, + 0.03746588155627251 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.05492778122425079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_tensor([4517, 4517])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_tensor([4517, 4517])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b0b5a6bfe40856ae25b5460dddabf222d0f43abe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_tensor([4517, 4517])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An uninterrupted single shot, filmed with the quality of a nature documentary, slowly advances from a low angle, deep into a damp woodland. A massive monitor lizard crouches amidst rotting leaves and dark green moss. Its body, covered in ancient, beaded scales, is a dull earthy gray, its rough skin, like weathered armor, its uneven texture revealed in the dappled light filtering through the dense canopy. Its powerful limbs are firmly rooted in the moist earth, its body motionless, like a prehistoric sculpture. The only movement comes from its long, forked yellow tongue, which rapidly extends and retracts, keenly gathering information from the earthy air. As the camera draws closer, almost touching its cold, impassive black eyes, the stark contrast between stillness and movement heightens the primal, poised tension of the hunt, filling the scene with a breathtaking sense of anticipation.", + "seed": 4809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_4517_seed_4809_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041746219899505374, + "vlm_logprob": -0.041746219899505374, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.041746219899505374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02697809599339962 + ], + "opposite_logprob_tokens": [ + -3.651978015899658 + ], + "logprob_reward": -0.02697809599339962, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02697809599339962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07850085943937302, + 0.032498590648174286, + 0.03294892981648445, + 0.029238317161798477, + 0.04212511330842972, + 0.0802001878619194, + 0.27275511622428894, + 0.22750341892242432, + 0.15769636631011963, + 0.04653310775756836 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.02697809599339962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028266259469091892 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.0028266259469091892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028266259469091892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05185195058584213, + 0.027457265183329582, + 0.023423636332154274, + 0.050442859530448914, + 0.030830437317490578, + 0.09237679839134216, + 0.5070986151695251, + 0.1236131563782692, + 0.03024461306631565, + 0.06266065686941147 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.0028266259469091892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089949868619442 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089949868619442, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089949868619442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06004532426595688, + 0.022275449708104134, + 0.03055642917752266, + 0.023970939218997955, + 0.060155369341373444, + 0.3785344958305359, + 0.05081240087747574, + 0.2680721580982208, + 0.06241120398044586, + 0.043166205286979675 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.011089949868619442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290401965379715 + ], + "opposite_logprob_tokens": [ + -2.2379040718078613 + ], + "logprob_reward": -0.11290401965379715, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290401965379715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07984250038862228, + 0.0330820269882679, + 0.04497441649436951, + 0.06679316610097885, + 0.05410560220479965, + 0.3698616325855255, + 0.16667157411575317, + 0.08853984624147415, + 0.06446865946054459, + 0.031660597771406174 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.11290401965379715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493240803480148 + ], + "opposite_logprob_tokens": [ + -2.9299323558807373 + ], + "logprob_reward": -0.05493240803480148, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493240803480148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035428356379270554, + 0.030797725543379784, + 0.04207007214426994, + 0.07877582311630249, + 0.07781390100717545, + 0.17408178746700287, + 0.038027361035346985, + 0.18380822241306305, + 0.31204086542129517, + 0.027155961841344833 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.05493240803480148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An uninterrupted single shot, filmed with the quality of a nature documentary, slowly advances from a low angle, deep into a damp woodland. A massive monitor lizard crouches amidst rotting leaves and dark green moss. Its body, covered in ancient, beaded scales, is a dull earthy gray, its rough skin, like weathered armor, its uneven texture revealed in the dappled light filtering through the dense canopy. Its powerful limbs are firmly rooted in the moist earth, its body motionless, like a prehistoric sculpture. The only movement comes from its long, forked yellow tongue, which rapidly extends and retracts, keenly gathering information from the earthy air. As the camera draws closer, almost touching its cold, impassive black eyes, the stark contrast between stillness and movement heightens the primal, poised tension of the hunt, filling the scene with a breathtaking sense of anticipation.", + "seed": 4810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_4517_seed_4810_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07750001773238183, + "vlm_logprob": -0.07750001773238183, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07750001773238183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06282529979944229 + ], + "opposite_logprob_tokens": [ + -2.8128252029418945 + ], + "logprob_reward": -0.06282529979944229, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06282529979944229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3978205621242523, + 0.13636812567710876, + 0.07750451564788818, + 0.07186504453420639, + 0.05728229507803917, + 0.04282290115952492, + 0.050184473395347595, + 0.028620533645153046, + 0.056570060551166534, + 0.08096149563789368 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.06282529979944229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648711532354355 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648711532354355, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648711532354355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3060772120952606, + 0.1344078928232193, + 0.05455407500267029, + 0.05576828867197037, + 0.03587297350168228, + 0.03706202283501625, + 0.03406084328889847, + 0.08280017971992493, + 0.10317108780145645, + 0.15622541308403015 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004648711532354355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207907676696777 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207907676696777, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207907676696777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17597663402557373, + 0.12065839022397995, + 0.068546362221241, + 0.18563613295555115, + 0.04184689000248909, + 0.0628545954823494, + 0.11340422928333282, + 0.08403820544481277, + 0.07775856554508209, + 0.06928004324436188 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.018207907676696777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027872771024704 + ], + "opposite_logprob_tokens": [ + -2.350278615951538 + ], + "logprob_reward": -0.10027872771024704, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027872771024704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37091493606567383, + 0.1261933147907257, + 0.08044043928384781, + 0.16757847368717194, + 0.03468158841133118, + 0.027235236018896103, + 0.033191096037626266, + 0.07961200922727585, + 0.034239258617162704, + 0.04591362923383713 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.10027872771024704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153944194316864 + ], + "opposite_logprob_tokens": [ + -1.701539397239685 + ], + "logprob_reward": -0.20153944194316864, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153944194316864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2578352689743042, + 0.1094348207116127, + 0.09716843068599701, + 0.07011791318655014, + 0.048784513026475906, + 0.042357437312603, + 0.07769846171140671, + 0.10738246142864227, + 0.09181226044893265, + 0.09740845113992691 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.20153944194316864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An uninterrupted single shot, filmed with the quality of a nature documentary, slowly advances from a low angle, deep into a damp woodland. A massive monitor lizard crouches amidst rotting leaves and dark green moss. Its body, covered in ancient, beaded scales, is a dull earthy gray, its rough skin, like weathered armor, its uneven texture revealed in the dappled light filtering through the dense canopy. Its powerful limbs are firmly rooted in the moist earth, its body motionless, like a prehistoric sculpture. The only movement comes from its long, forked yellow tongue, which rapidly extends and retracts, keenly gathering information from the earthy air. As the camera draws closer, almost touching its cold, impassive black eyes, the stark contrast between stillness and movement heightens the primal, poised tension of the hunt, filling the scene with a breathtaking sense of anticipation.", + "seed": 4811, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_4517_seed_4811_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038293207669630645, + "vlm_logprob": -0.038293207669630645, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.038293207669630645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030605994164943695 + ], + "opposite_logprob_tokens": [ + -3.5306060314178467 + ], + "logprob_reward": -0.030605994164943695, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030605994164943695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09253668040037155, + 0.04937273636460304, + 0.1875276267528534, + 0.07172250747680664, + 0.16625246405601501, + 0.16781939566135406, + 0.09144872426986694, + 0.05138085409998894, + 0.05286980792880058, + 0.06906919181346893 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.030605994164943695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031986285466700792 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031986285466700792, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031986285466700792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22495722770690918, + 0.11498872935771942, + 0.11825182288885117, + 0.057660069316625595, + 0.06651816517114639, + 0.057971738278865814, + 0.060223326086997986, + 0.12335695326328278, + 0.07175708562135696, + 0.1043148934841156 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0031986285466700792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087238788604736 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087238788604736, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087238788604736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04494716599583626, + 0.04017292708158493, + 0.08334045857191086, + 0.015521884895861149, + 0.10461239516735077, + 0.25210362672805786, + 0.14140167832374573, + 0.13786959648132324, + 0.05493507906794548, + 0.12509509921073914 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.011087238788604736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289209872484207 + ], + "opposite_logprob_tokens": [ + -2.2378921508789062 + ], + "logprob_reward": -0.11289209872484207, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289209872484207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04872560873627663, + 0.029911721125245094, + 0.13553796708583832, + 0.012722569517791271, + 0.04306769371032715, + 0.037242691963911057, + 0.029857194051146507, + 0.45601534843444824, + 0.03581513464450836, + 0.17110410332679749 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.11289209872484207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368207812309265 + ], + "opposite_logprob_tokens": [ + -3.408682107925415 + ], + "logprob_reward": -0.03368207812309265, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368207812309265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03573387488722801, + 0.06486740708351135, + 0.09258358180522919, + 0.01700298674404621, + 0.03161483630537987, + 0.12463979423046112, + 0.05673263967037201, + 0.24442872405052185, + 0.21509143710136414, + 0.1173047125339508 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.03368207812309265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An uninterrupted single shot, filmed with the quality of a nature documentary, slowly advances from a low angle, deep into a damp woodland. A massive monitor lizard crouches amidst rotting leaves and dark green moss. Its body, covered in ancient, beaded scales, is a dull earthy gray, its rough skin, like weathered armor, its uneven texture revealed in the dappled light filtering through the dense canopy. Its powerful limbs are firmly rooted in the moist earth, its body motionless, like a prehistoric sculpture. The only movement comes from its long, forked yellow tongue, which rapidly extends and retracts, keenly gathering information from the earthy air. As the camera draws closer, almost touching its cold, impassive black eyes, the stark contrast between stillness and movement heightens the primal, poised tension of the hunt, filling the scene with a breathtaking sense of anticipation.", + "seed": 4812, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000041/group_9/index_4517_seed_4812_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06358629767782986, + "vlm_logprob": -0.06358629767782986, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06358629767782986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11390158534049988 + ], + "opposite_logprob_tokens": [ + -2.2389016151428223 + ], + "logprob_reward": -0.11390158534049988, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11390158534049988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16294296085834503, + 0.043954893946647644, + 0.11498638987541199, + 0.03224502131342888, + 0.037102919071912766, + 0.06534793972969055, + 0.04410651698708534, + 0.025194723159074783, + 0.43341130018234253, + 0.040707360953092575 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.11390158534049988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624300705268979 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624300705268979, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624300705268979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13167300820350647, + 0.048483364284038544, + 0.07174215465784073, + 0.0230118315666914, + 0.04144849255681038, + 0.07451654225587845, + 0.08141829818487167, + 0.05881502479314804, + 0.40428784489631653, + 0.06460347026586533 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.003624300705268979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097495444118977 + ], + "opposite_logprob_tokens": [ + -4.511097431182861 + ], + "logprob_reward": -0.011097495444118977, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097495444118977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05303928628563881, + 0.0438818633556366, + 0.020413070917129517, + 0.05427328497171402, + 0.018681971356272697, + 0.05729914829134941, + 0.06726980954408646, + 0.2301618903875351, + 0.4090835452079773, + 0.04589618742465973 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.011097495444118977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901558071374893 + ], + "opposite_logprob_tokens": [ + -2.464015483856201 + ], + "logprob_reward": -0.08901558071374893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901558071374893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10753956437110901, + 0.1118796318769455, + 0.023759886622428894, + 0.12695416808128357, + 0.0377814881503582, + 0.045619092881679535, + 0.07620994746685028, + 0.06465769559144974, + 0.3591693937778473, + 0.046429116278886795 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.08901558071374893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive monitor lizard with dull earthy gray skin and beaded scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard crouching amidst rotting leaves and dark green moss in a damp woodland environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard's body motionless while its long, forked yellow tongue rapidly extends and retracts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's black eyes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance from a low angle, drawing closer to the lizard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029252618551254 + ], + "opposite_logprob_tokens": [ + -2.350292444229126 + ], + "logprob_reward": -0.10029252618551254, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029252618551254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019404388964176178, + 0.01427005510777235, + 0.012012239545583725, + 0.00998610258102417, + 0.007641134783625603, + 0.025339171290397644, + 0.012972453609108925, + 0.04096237197518349, + 0.8433083891868591, + 0.014103579334914684 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.10029252618551254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_tensor([5451, 5451])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_tensor([5451, 5451])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..906d91bc8534d22bff27871b03adc4dd8581dcd6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_tensor([5451, 5451])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely slow pull-focus shot begins, initially focusing precisely on a sunflower in the foreground with an extremely shallow depth of field. It's a perfect flower in full bloom, its broad, unfurling golden petals velvety in the soft morning light, each petal delicately textured at the edges. At the center, a deep brown disk is dotted with tiny seeds arranged in a Fibonacci spiral. A drop of glistening morning dew hangs from the tip of one petal, reflecting the blurred background. The background is now a dreamy bokeh of soft yellows, hazy greens, and the pale blue of the distant sky, brimming with light and color reminiscent of an Impressionist painting. As the lens's focus begins to smoothly and steadily shift back, the sharp, clear sunflower in the foreground gradually loses its outline, softening and falling out of focus, while the blurred blocks of color in the background begin to coalesce. Finally, the entire vast sunflower field is clearly displayed before the eyes. Thousands of sunflowers form a golden wave, their faces all facing the direction of the rising sun. The green stems and broad leaves form a rich sense of layering in the sea of flowers. The distant horizon connects with the blue sky. The entire picture transitions from a focus on microscopic beauty to admiration for the grand natural landscape, creating a tranquil, magnificent and vibrant visual atmosphere.", + "seed": 5374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_5451_seed_5374_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047578897210769355, + "vlm_logprob": -0.047578897210769355, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.047578897210769355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017401328077539802 + ], + "opposite_logprob_tokens": [ + -7.126739978790283 + ], + "logprob_reward": -0.0017401328077539802, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0017401328077539802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11953014135360718, + 0.07793797552585602, + 0.03614027798175812, + 0.05128324776887894, + 0.22440247237682343, + 0.040219955146312714, + 0.05370449647307396, + 0.08096785098314285, + 0.29574820399284363, + 0.02006535977125168 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0017401328077539802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01612655073404312 + ], + "opposite_logprob_tokens": [ + -4.14112663269043 + ], + "logprob_reward": -0.01612655073404312, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01612655073404312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849273979663849, + 0.1993214339017868, + 0.0350634828209877, + 0.11319831758737564, + 0.04550930857658386, + 0.07142523676156998, + 0.029848691076040268, + 0.036948081105947495, + 0.13193486630916595, + 0.05182317644357681 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01612655073404312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159205794334412 + ], + "opposite_logprob_tokens": [ + -1.7015920877456665 + ], + "logprob_reward": -0.20159205794334412, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159205794334412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12596336007118225, + 0.1630578190088272, + 0.05896975100040436, + 0.1055888906121254, + 0.17682509124279022, + 0.13966399431228638, + 0.011778615415096283, + 0.0313570499420166, + 0.152200847864151, + 0.03459463268518448 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.20159205794334412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792858734726906 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792858734726906, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792858734726906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06824502348899841, + 0.12416911125183105, + 0.05964271351695061, + 0.0855114609003067, + 0.05725077912211418, + 0.06872693449258804, + 0.09642390161752701, + 0.11194721609354019, + 0.27626755833625793, + 0.051815301179885864 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.009792858734726906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642885833978653 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642885833978653, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642885833978653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03394446521997452, + 0.0391710139811039, + 0.016999265179038048, + 0.13104671239852905, + 0.08143986761569977, + 0.06836986541748047, + 0.0370909757912159, + 0.050557080656290054, + 0.39798611402511597, + 0.14339464902877808 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.008642885833978653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow pull-focus shot begins, initially focusing precisely on a sunflower in the foreground with an extremely shallow depth of field. It's a perfect flower in full bloom, its broad, unfurling golden petals velvety in the soft morning light, each petal delicately textured at the edges. At the center, a deep brown disk is dotted with tiny seeds arranged in a Fibonacci spiral. A drop of glistening morning dew hangs from the tip of one petal, reflecting the blurred background. The background is now a dreamy bokeh of soft yellows, hazy greens, and the pale blue of the distant sky, brimming with light and color reminiscent of an Impressionist painting. As the lens's focus begins to smoothly and steadily shift back, the sharp, clear sunflower in the foreground gradually loses its outline, softening and falling out of focus, while the blurred blocks of color in the background begin to coalesce. Finally, the entire vast sunflower field is clearly displayed before the eyes. Thousands of sunflowers form a golden wave, their faces all facing the direction of the rising sun. The green stems and broad leaves form a rich sense of layering in the sea of flowers. The distant horizon connects with the blue sky. The entire picture transitions from a focus on microscopic beauty to admiration for the grand natural landscape, creating a tranquil, magnificent and vibrant visual atmosphere.", + "seed": 5375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_5451_seed_5375_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03926285640336573, + "vlm_logprob": -0.03926285640336573, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.03926285640336573, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002385153668001294 + ], + "opposite_logprob_tokens": [ + -6.877385139465332 + ], + "logprob_reward": -0.002385153668001294, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.002385153668001294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4097416400909424, + 0.03686988353729248, + 0.0709623470902443, + 0.045570991933345795, + 0.22083652019500732, + 0.04252580180764198, + 0.02973906695842743, + 0.09268058091402054, + 0.03173598647117615, + 0.019337212666869164 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.002385153668001294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00982461217790842 + ], + "opposite_logprob_tokens": [ + -4.634824752807617 + ], + "logprob_reward": -0.00982461217790842, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00982461217790842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2694432735443115, + 0.07158315926790237, + 0.025915270671248436, + 0.044979214668273926, + 0.26319006085395813, + 0.05532580614089966, + 0.061779797077178955, + 0.11514582484960556, + 0.05830226093530655, + 0.03433536738157272 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.00982461217790842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039155423641205 + ], + "opposite_logprob_tokens": [ + -1.9103915691375732 + ], + "logprob_reward": -0.16039155423641205, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039155423641205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16314129531383514, + 0.0721937045454979, + 0.08389419317245483, + 0.034732796251773834, + 0.3313576579093933, + 0.010693744756281376, + 0.044843316078186035, + 0.16079191863536835, + 0.014524196274578571, + 0.08382721990346909 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.16039155423641205 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24098262190818787, + 0.03284955769777298, + 0.03289852291345596, + 0.04704778268933296, + 0.31077665090560913, + 0.06459078192710876, + 0.050896402448415756, + 0.1407446563243866, + 0.02716689743101597, + 0.05204613506793976 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763415452092886 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.00763415452092886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763415452092886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04841073974967003, + 0.02920779399573803, + 0.09672010689973831, + 0.018786922097206116, + 0.10024116933345795, + 0.05119811370968819, + 0.08499361574649811, + 0.4325634241104126, + 0.08774355053901672, + 0.05013461410999298 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.00763415452092886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow pull-focus shot begins, initially focusing precisely on a sunflower in the foreground with an extremely shallow depth of field. It's a perfect flower in full bloom, its broad, unfurling golden petals velvety in the soft morning light, each petal delicately textured at the edges. At the center, a deep brown disk is dotted with tiny seeds arranged in a Fibonacci spiral. A drop of glistening morning dew hangs from the tip of one petal, reflecting the blurred background. The background is now a dreamy bokeh of soft yellows, hazy greens, and the pale blue of the distant sky, brimming with light and color reminiscent of an Impressionist painting. As the lens's focus begins to smoothly and steadily shift back, the sharp, clear sunflower in the foreground gradually loses its outline, softening and falling out of focus, while the blurred blocks of color in the background begin to coalesce. Finally, the entire vast sunflower field is clearly displayed before the eyes. Thousands of sunflowers form a golden wave, their faces all facing the direction of the rising sun. The green stems and broad leaves form a rich sense of layering in the sea of flowers. The distant horizon connects with the blue sky. The entire picture transitions from a focus on microscopic beauty to admiration for the grand natural landscape, creating a tranquil, magnificent and vibrant visual atmosphere.", + "seed": 5376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_5451_seed_5376_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027143480232916774, + "vlm_logprob": -0.027143480232916774, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.027143480232916774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001855796086601913 + ], + "opposite_logprob_tokens": [ + -8.001855850219727 + ], + "logprob_reward": -0.001855796086601913, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.001855796086601913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1105196624994278, + 0.15252172946929932, + 0.0914776623249054, + 0.06369680166244507, + 0.09830586612224579, + 0.1658543348312378, + 0.06335525214672089, + 0.11711054295301437, + 0.0626993402838707, + 0.0744587704539299 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.001855796086601913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009823078289628029 + ], + "opposite_logprob_tokens": [ + -4.634822845458984 + ], + "logprob_reward": -0.009823078289628029, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009823078289628029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13366733491420746, + 0.1660773754119873, + 0.0446123369038105, + 0.07704764604568481, + 0.18153977394104004, + 0.07005134969949722, + 0.03164966031908989, + 0.06987811625003815, + 0.1726505607366562, + 0.05282580479979515 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.009823078289628029 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032951831817627 + ], + "opposite_logprob_tokens": [ + -2.3503293991088867 + ], + "logprob_reward": -0.10032951831817627, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032951831817627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12795445322990417, + 0.28869906067848206, + 0.11594171077013016, + 0.0464506596326828, + 0.06276100873947144, + 0.06948544830083847, + 0.04949473589658737, + 0.042694054543972015, + 0.1628267765045166, + 0.03369206190109253 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.10032951831817627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638176903128624 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638176903128624, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638176903128624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706943273544312, + 0.07150005549192429, + 0.01794864796102047, + 0.036929577589035034, + 0.18841612339019775, + 0.2693229615688324, + 0.024546893313527107, + 0.05336868390440941, + 0.20616941154003143, + 0.0247281976044178 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.007638176903128624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070831567049026 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070831567049026, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070831567049026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05286547541618347, + 0.07132203131914139, + 0.026778031140565872, + 0.06453145295381546, + 0.1561404913663864, + 0.05331459641456604, + 0.04869043827056885, + 0.08464554697275162, + 0.24568212032318115, + 0.19602984189987183 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.016070831567049026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow pull-focus shot begins, initially focusing precisely on a sunflower in the foreground with an extremely shallow depth of field. It's a perfect flower in full bloom, its broad, unfurling golden petals velvety in the soft morning light, each petal delicately textured at the edges. At the center, a deep brown disk is dotted with tiny seeds arranged in a Fibonacci spiral. A drop of glistening morning dew hangs from the tip of one petal, reflecting the blurred background. The background is now a dreamy bokeh of soft yellows, hazy greens, and the pale blue of the distant sky, brimming with light and color reminiscent of an Impressionist painting. As the lens's focus begins to smoothly and steadily shift back, the sharp, clear sunflower in the foreground gradually loses its outline, softening and falling out of focus, while the blurred blocks of color in the background begin to coalesce. Finally, the entire vast sunflower field is clearly displayed before the eyes. Thousands of sunflowers form a golden wave, their faces all facing the direction of the rising sun. The green stems and broad leaves form a rich sense of layering in the sea of flowers. The distant horizon connects with the blue sky. The entire picture transitions from a focus on microscopic beauty to admiration for the grand natural landscape, creating a tranquil, magnificent and vibrant visual atmosphere.", + "seed": 5377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_0/index_5451_seed_5377_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015909003652632238, + "vlm_logprob": -0.015909003652632238, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.015909003652632238, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019647832959890366 + ], + "opposite_logprob_tokens": [ + -6.876964569091797 + ], + "logprob_reward": -0.0019647832959890366, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0019647832959890366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11913956701755524, + 0.15287767350673676, + 0.07935765385627747, + 0.1466323584318161, + 0.12029794603586197, + 0.05312027409672737, + 0.13241258263587952, + 0.057088714092969894, + 0.06516753137111664, + 0.07390567660331726 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.0019647832959890366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076658595353364944 + ], + "opposite_logprob_tokens": [ + -4.882665634155273 + ], + "logprob_reward": -0.0076658595353364944, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076658595353364944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12394191324710846, + 0.16674892604351044, + 0.04632352665066719, + 0.1586880385875702, + 0.11633820831775665, + 0.04105715453624725, + 0.07825145870447159, + 0.07504097372293472, + 0.1299854815006256, + 0.0636243000626564 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.0076658595353364944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307664558291435 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.04307664558291435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307664558291435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0816921815276146, + 0.05674714967608452, + 0.04942024499177933, + 0.46832242608070374, + 0.05031745508313179, + 0.04245529696345329, + 0.094748355448246, + 0.0663653090596199, + 0.028381796553730965, + 0.06154979020357132 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.04307664558291435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864796806126833 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.00864796806126833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864796806126833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06288737058639526, + 0.06600743532180786, + 0.0720919594168663, + 0.163657084107399, + 0.09959056228399277, + 0.0692305862903595, + 0.1701045036315918, + 0.10124526172876358, + 0.1502305567264557, + 0.04495473951101303 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.00864796806126833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up shot of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sunflower shown in full bloom with golden petals and a deep brown center containing a visible spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of glistening dew visible hanging from the tip of one of the sunflower's petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a smooth pull-focus shot that shifts focus from the foreground sunflower to the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end by revealing a vast field of thousands of sunflowers facing the rising sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04064667969942093, + 0.08401424437761307, + 0.029907867312431335, + 0.07359664887189865, + 0.07240310311317444, + 0.07906214892864227, + 0.18099825084209442, + 0.21517270803451538, + 0.12902718782424927, + 0.09517117589712143 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.01818976178765297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_tensor([3744, 3744])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_tensor([3744, 3744])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a84cf9079918e8c17e3c911742633d0507a30ae0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_tensor([3744, 3744])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, fluid, circular dolly shot begins, swirling at eye level around a vibrant cooking scene in a cozy, warmly lit kitchen, all rendered in the vibrant, captivating style of Pixar animation. At the centerpiece, a sturdy, amber-colored glass bottle of craft beer stands proudly, its surface rimmed with cool condensation. Its label is a playful, purely graphic design, depicting rolling hills and sunlight, saturated with saturated oranges and greens. Nearby, a cherry-red, enameled pot simmers gently on a gas stove, a thick, bubbling tomato sauce topped with distinctly diced onions and sweet bean paste, releasing a subtle burst of steam. The bottle and pan rest on a polished, light-colored wooden countertop, artfully stacked with an array of remarkably fresh ingredients: plump, glossy red tomatoes, a whole head of garlic with papery skin, and a sprig of bright green basil, all seemingly impossibly perfect. As the camera continues to swirl gracefully, an unseen hand, rendered in soft, stylized features, briefly enters the frame, stirring the sauce steadily with a wooden spoon in fluid, deliberate movements. The entire scene is bathed in a soft golden glow from overhead chandeliers, casting long, soft shadows that make the colors pop and create a cheerful and warm family atmosphere that celebrates the simple joy of preparing a delicious meal.", + "seed": 22921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_3744_seed_22921_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1006821590475738, + "vlm_logprob": -0.1006821590475738, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1006821590475738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2574182152748108 + ], + "opposite_logprob_tokens": [ + -1.507418155670166 + ], + "logprob_reward": -0.2574182152748108, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2574182152748108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15811797976493835, + 0.09098938852548599, + 0.19474540650844574, + 0.11818492412567139, + 0.027700193226337433, + 0.050179366022348404, + 0.06704913079738617, + 0.11421620845794678, + 0.09449580311775208, + 0.08432156592607498 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.2574182152748108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637893706560135 + ], + "opposite_logprob_tokens": [ + -3.651378870010376 + ], + "logprob_reward": -0.02637893706560135, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637893706560135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09302182495594025, + 0.2652067244052887, + 0.09006679803133011, + 0.16314268112182617, + 0.05445428192615509, + 0.08222724497318268, + 0.07561707496643066, + 0.06199558451771736, + 0.07589565962553024, + 0.03837210312485695 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02637893706560135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371746465563774 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371746465563774, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371746465563774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1088041290640831, + 0.1354302614927292, + 0.05434919521212578, + 0.061398737132549286, + 0.10466789454221725, + 0.08929931372404099, + 0.23736609518527985, + 0.09408532083034515, + 0.03593919426202774, + 0.07865986973047256 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.03371746465563774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799526959657669 + ], + "opposite_logprob_tokens": [ + -1.8049527406692505 + ], + "logprob_reward": -0.1799526959657669, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799526959657669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.122055284678936, + 0.1371619552373886, + 0.09812690317630768, + 0.04918130487203598, + 0.09197954088449478, + 0.10265389084815979, + 0.22026342153549194, + 0.06551705300807953, + 0.055677711963653564, + 0.05738293379545212 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.1799526959657669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059434822760522366 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.0059434822760522366, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059434822760522366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615140438079834, + 0.15163742005825043, + 0.1294141262769699, + 0.08278792351484299, + 0.0603337436914444, + 0.035199783742427826, + 0.06598612666130066, + 0.15042418241500854, + 0.09331275522708893, + 0.06938987970352173 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0059434822760522366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, fluid, circular dolly shot begins, swirling at eye level around a vibrant cooking scene in a cozy, warmly lit kitchen, all rendered in the vibrant, captivating style of Pixar animation. At the centerpiece, a sturdy, amber-colored glass bottle of craft beer stands proudly, its surface rimmed with cool condensation. Its label is a playful, purely graphic design, depicting rolling hills and sunlight, saturated with saturated oranges and greens. Nearby, a cherry-red, enameled pot simmers gently on a gas stove, a thick, bubbling tomato sauce topped with distinctly diced onions and sweet bean paste, releasing a subtle burst of steam. The bottle and pan rest on a polished, light-colored wooden countertop, artfully stacked with an array of remarkably fresh ingredients: plump, glossy red tomatoes, a whole head of garlic with papery skin, and a sprig of bright green basil, all seemingly impossibly perfect. As the camera continues to swirl gracefully, an unseen hand, rendered in soft, stylized features, briefly enters the frame, stirring the sauce steadily with a wooden spoon in fluid, deliberate movements. The entire scene is bathed in a soft golden glow from overhead chandeliers, casting long, soft shadows that make the colors pop and create a cheerful and warm family atmosphere that celebrates the simple joy of preparing a delicious meal.", + "seed": 22922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_3744_seed_22922_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09790631234645844, + "vlm_logprob": -0.09790631234645844, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09790631234645844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14844012260437012 + ], + "opposite_logprob_tokens": [ + -2.02344012260437 + ], + "logprob_reward": -0.14844012260437012, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14844012260437012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12705019116401672, + 0.06091327220201492, + 0.07955726981163025, + 0.04244247451424599, + 0.05169055983424187, + 0.14377984404563904, + 0.13471464812755585, + 0.09859608113765717, + 0.14553652703762054, + 0.11571909487247467 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.14844012260437012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018219847232103348 + ], + "opposite_logprob_tokens": [ + -4.018219947814941 + ], + "logprob_reward": -0.018219847232103348, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018219847232103348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11902683228254318, + 0.08771181851625443, + 0.11216850578784943, + 0.02880720980465412, + 0.026881415396928787, + 0.041283100843429565, + 0.03043956868350506, + 0.36067840456962585, + 0.06884864717721939, + 0.12415442615747452 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.018219847232103348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330053597688675 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.02330053597688675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330053597688675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15893179178237915, + 0.04115618020296097, + 0.0338459387421608, + 0.0427684560418129, + 0.047903817147016525, + 0.0252626221626997, + 0.05390109494328499, + 0.20359867811203003, + 0.08780094981193542, + 0.30483052134513855 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.02330053597688675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813901901245117 + ], + "opposite_logprob_tokens": [ + -1.4063901901245117 + ], + "logprob_reward": -0.2813901901245117, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813901901245117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13172924518585205, + 0.08055642992258072, + 0.07385881245136261, + 0.07296650111675262, + 0.10087674111127853, + 0.0683041363954544, + 0.055410780012607574, + 0.10953091830015182, + 0.054967284202575684, + 0.25179916620254517 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2813901901245117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180865794420242 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180865794420242, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180865794420242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23575550317764282, + 0.16537274420261383, + 0.06803112477064133, + 0.050928398966789246, + 0.033173490315675735, + 0.06887318938970566, + 0.030591318383812904, + 0.07702246308326721, + 0.19093160331249237, + 0.07932010293006897 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018180865794420242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, fluid, circular dolly shot begins, swirling at eye level around a vibrant cooking scene in a cozy, warmly lit kitchen, all rendered in the vibrant, captivating style of Pixar animation. At the centerpiece, a sturdy, amber-colored glass bottle of craft beer stands proudly, its surface rimmed with cool condensation. Its label is a playful, purely graphic design, depicting rolling hills and sunlight, saturated with saturated oranges and greens. Nearby, a cherry-red, enameled pot simmers gently on a gas stove, a thick, bubbling tomato sauce topped with distinctly diced onions and sweet bean paste, releasing a subtle burst of steam. The bottle and pan rest on a polished, light-colored wooden countertop, artfully stacked with an array of remarkably fresh ingredients: plump, glossy red tomatoes, a whole head of garlic with papery skin, and a sprig of bright green basil, all seemingly impossibly perfect. As the camera continues to swirl gracefully, an unseen hand, rendered in soft, stylized features, briefly enters the frame, stirring the sauce steadily with a wooden spoon in fluid, deliberate movements. The entire scene is bathed in a soft golden glow from overhead chandeliers, casting long, soft shadows that make the colors pop and create a cheerful and warm family atmosphere that celebrates the simple joy of preparing a delicious meal.", + "seed": 22923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_3744_seed_22923_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0746813502162695, + "vlm_logprob": -0.0746813502162695, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.0746813502162695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20772579312324524 + ], + "opposite_logprob_tokens": [ + -1.7077257633209229 + ], + "logprob_reward": -0.20772579312324524, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20772579312324524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055288027971982956, + 0.08334092050790787, + 0.04946894198656082, + 0.06489142030477524, + 0.04976086691021919, + 0.08362879604101181, + 0.1535714864730835, + 0.23630017042160034, + 0.19495372474193573, + 0.028795603662729263 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.20772579312324524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026385672390460968 + ], + "opposite_logprob_tokens": [ + -3.65138578414917 + ], + "logprob_reward": -0.026385672390460968, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026385672390460968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08093931525945663, + 0.31238165497779846, + 0.10650139302015305, + 0.044259510934352875, + 0.021781068295240402, + 0.08085192739963531, + 0.1322723776102066, + 0.09147132188081741, + 0.09209806472063065, + 0.0374433770775795 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.026385672390460968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598189905285835 + ], + "opposite_logprob_tokens": [ + -3.8955981731414795 + ], + "logprob_reward": -0.020598189905285835, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598189905285835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019709976390004158, + 0.07564892619848251, + 0.046358391642570496, + 0.052937865257263184, + 0.054945383220911026, + 0.4008333683013916, + 0.16518723964691162, + 0.05076497420668602, + 0.10949411243200302, + 0.024119753390550613 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.020598189905285835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005049288272858 + ], + "opposite_logprob_tokens": [ + -2.6950504779815674 + ], + "logprob_reward": -0.07005049288272858, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005049288272858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026780571788549423, + 0.01989130675792694, + 0.016588406637310982, + 0.02751586213707924, + 0.03849530965089798, + 0.3515797257423401, + 0.12125145643949509, + 0.026442604139447212, + 0.36245831847190857, + 0.008996480144560337 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.07005049288272858 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646602779626846 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.048646602779626846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646602779626846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028843913227319717, + 0.20828406512737274, + 0.17319639027118683, + 0.03251595422625542, + 0.018079232424497604, + 0.047513484954833984, + 0.3168483376502991, + 0.04941515624523163, + 0.05911274999380112, + 0.06619063764810562 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.048646602779626846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, fluid, circular dolly shot begins, swirling at eye level around a vibrant cooking scene in a cozy, warmly lit kitchen, all rendered in the vibrant, captivating style of Pixar animation. At the centerpiece, a sturdy, amber-colored glass bottle of craft beer stands proudly, its surface rimmed with cool condensation. Its label is a playful, purely graphic design, depicting rolling hills and sunlight, saturated with saturated oranges and greens. Nearby, a cherry-red, enameled pot simmers gently on a gas stove, a thick, bubbling tomato sauce topped with distinctly diced onions and sweet bean paste, releasing a subtle burst of steam. The bottle and pan rest on a polished, light-colored wooden countertop, artfully stacked with an array of remarkably fresh ingredients: plump, glossy red tomatoes, a whole head of garlic with papery skin, and a sprig of bright green basil, all seemingly impossibly perfect. As the camera continues to swirl gracefully, an unseen hand, rendered in soft, stylized features, briefly enters the frame, stirring the sauce steadily with a wooden spoon in fluid, deliberate movements. The entire scene is bathed in a soft golden glow from overhead chandeliers, casting long, soft shadows that make the colors pop and create a cheerful and warm family atmosphere that celebrates the simple joy of preparing a delicious meal.", + "seed": 22924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_1/index_3744_seed_22924_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.054219354689121244, + "vlm_logprob": -0.054219354689121244, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.054219354689121244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10530005395412445 + ], + "opposite_logprob_tokens": [ + -2.355299949645996 + ], + "logprob_reward": -0.10530005395412445, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10530005395412445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22582796216011047, + 0.05371367931365967, + 0.10396599769592285, + 0.08349323272705078, + 0.07308556139469147, + 0.037249606102705, + 0.06374932825565338, + 0.072517991065979, + 0.11124289780855179, + 0.17515374720096588 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.10530005395412445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036800801753998 + ], + "opposite_logprob_tokens": [ + -2.350368022918701 + ], + "logprob_reward": -0.10036800801753998, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036800801753998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20790404081344604, + 0.0567912794649601, + 0.06926821917295456, + 0.21942469477653503, + 0.09673503041267395, + 0.03785346448421478, + 0.036252062767744064, + 0.03578971326351166, + 0.09411025792360306, + 0.14587126672267914 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.10036800801753998 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743056699633598 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743056699633598, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743056699633598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12500737607479095, + 0.036794520914554596, + 0.02379474975168705, + 0.103582002222538, + 0.14941592514514923, + 0.03263869509100914, + 0.11764871329069138, + 0.037024129182100296, + 0.09752443432807922, + 0.2765694558620453 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.006743056699633598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593518391251564 + ], + "opposite_logprob_tokens": [ + -3.8955934047698975 + ], + "logprob_reward": -0.020593518391251564, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593518391251564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07724921405315399, + 0.02366158924996853, + 0.036105699837207794, + 0.09362959861755371, + 0.08260484039783478, + 0.19842664897441864, + 0.12705524265766144, + 0.10299000889062881, + 0.10740940272808075, + 0.15086767077445984 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.020593518391251564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, fluid, circular dolly shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sturdy, amber-colored glass bottle of craft beer with condensation on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cherry-red, enameled pot simmering on a gas stove with bubbling tomato sauce, diced onions, and sweet bean paste?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an unseen hand enter the frame to stir the sauce with a wooden spoon in fluid, deliberate movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fresh ingredients including plump red tomatoes, a whole head of garlic, and a sprig of bright green basil visible on the countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809213638305664 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809213638305664, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809213638305664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17468193173408508, + 0.11348064988851547, + 0.1114002913236618, + 0.10152339190244675, + 0.10480544716119766, + 0.07065393030643463, + 0.08777406066656113, + 0.050151798874139786, + 0.07605437189340591, + 0.10947415232658386 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03809213638305664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_tensor([2254, 2254])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_tensor([2254, 2254])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2d5c49117c4c763b2759c5128f253bf1f4f33a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_tensor([2254, 2254])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a professor in his 50s, with thinning salt-and-pepper hair and wire-rimmed glasses, standing before a large, dark green blackboard in a traditional university lecture hall. He wears a classic brown tweed blazer with worn leather patches at the elbows, over a crisp light blue button-down shirt. His body is slightly turned away from the camera as he focuses intently on the blackboard, which is already partially covered with complex diagrams and mathematical symbols. With his right hand, he steadily and deliberately slides a small piece of white chalk across the surface, meticulously forming a new physics equation using Greek letters and symbols, each firm stroke releasing a faint burst of chalk dust. In the softly blurred foreground, the heads of the students are clearly visible, all hunched over their wooden tables, their hands moving in sync as they copy the professor's work into their notebooks. The scene is bathed in the even, practical glow of overhead lighting, creating an atmosphere of focused, tranquil, and attentive intelligence.", + "seed": 2397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_2254_seed_2397_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.052670374140143396, + "vlm_logprob": -0.052670374140143396, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.052670374140143396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05566287413239479 + ], + "opposite_logprob_tokens": [ + -2.9306628704071045 + ], + "logprob_reward": -0.05566287413239479, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05566287413239479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21984049677848816, + 0.21317189931869507, + 0.040380846709012985, + 0.04065852612257004, + 0.20375093817710876, + 0.07644432783126831, + 0.034422244876623154, + 0.052628979086875916, + 0.050058528780937195, + 0.06864327937364578 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05566287413239479 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594803616404533 + ], + "opposite_logprob_tokens": [ + -3.895594835281372 + ], + "logprob_reward": -0.020594803616404533, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594803616404533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1806991994380951, + 0.28935879468917847, + 0.04940080642700195, + 0.046995680779218674, + 0.1726180613040924, + 0.06257306039333344, + 0.047206249088048935, + 0.03884841501712799, + 0.03553679212927818, + 0.07676298171281815 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.020594803616404533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002081722021103 + ], + "opposite_logprob_tokens": [ + -2.695020914077759 + ], + "logprob_reward": -0.07002081722021103, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002081722021103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18260470032691956, + 0.4234911799430847, + 0.0625382661819458, + 0.017990920692682266, + 0.20163719356060028, + 0.034816402941942215, + 0.018914349377155304, + 0.013222327455878258, + 0.0168295968323946, + 0.027955157682299614 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.07002081722021103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898800820112228 + ], + "opposite_logprob_tokens": [ + -2.5789880752563477 + ], + "logprob_reward": -0.07898800820112228, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898800820112228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633714884519577, + 0.1627950221300125, + 0.035266149789094925, + 0.06979499012231827, + 0.11356145888566971, + 0.10767532140016556, + 0.12921349704265594, + 0.037902988493442535, + 0.031089209020137787, + 0.14932991564273834 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07898800820112228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038085367530584335 + ], + "opposite_logprob_tokens": [ + -3.288085460662842 + ], + "logprob_reward": -0.038085367530584335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038085367530584335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21276572346687317, + 0.21378538012504578, + 0.07066380232572556, + 0.07854638993740082, + 0.043510258197784424, + 0.044159382581710815, + 0.0838167667388916, + 0.05850499868392944, + 0.11230915039777756, + 0.08193819969892502 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.038085367530584335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a professor in his 50s, with thinning salt-and-pepper hair and wire-rimmed glasses, standing before a large, dark green blackboard in a traditional university lecture hall. He wears a classic brown tweed blazer with worn leather patches at the elbows, over a crisp light blue button-down shirt. His body is slightly turned away from the camera as he focuses intently on the blackboard, which is already partially covered with complex diagrams and mathematical symbols. With his right hand, he steadily and deliberately slides a small piece of white chalk across the surface, meticulously forming a new physics equation using Greek letters and symbols, each firm stroke releasing a faint burst of chalk dust. In the softly blurred foreground, the heads of the students are clearly visible, all hunched over their wooden tables, their hands moving in sync as they copy the professor's work into their notebooks. The scene is bathed in the even, practical glow of overhead lighting, creating an atmosphere of focused, tranquil, and attentive intelligence.", + "seed": 2398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_2254_seed_2398_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026176392287015914, + "vlm_logprob": -0.026176392287015914, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.026176392287015914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06275644898414612 + ], + "opposite_logprob_tokens": [ + -2.8127565383911133 + ], + "logprob_reward": -0.06275644898414612, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06275644898414612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0742780938744545, + 0.016987334936857224, + 0.020314622670412064, + 0.20579205453395844, + 0.08949806541204453, + 0.11794797331094742, + 0.053559888154268265, + 0.025066327303647995, + 0.031989652663469315, + 0.36456596851348877 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.06275644898414612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060040831565857 + ], + "opposite_logprob_tokens": [ + -3.8956003189086914 + ], + "logprob_reward": -0.02060040831565857, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060040831565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324070394039154, + 0.03074188530445099, + 0.02764151059091091, + 0.10551614314317703, + 0.04550718143582344, + 0.08452898263931274, + 0.142547145485878, + 0.033637017011642456, + 0.026753460988402367, + 0.37071964144706726 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.02060040831565857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12718240916728973, + 0.02358386293053627, + 0.060550715774297714, + 0.061209119856357574, + 0.021068058907985687, + 0.03670451417565346, + 0.03970634937286377, + 0.013467101380228996, + 0.11150388419628143, + 0.5050241351127625 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348285377025604 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348285377025604, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348285377025604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06302385777235031, + 0.023629233241081238, + 0.04774285480380058, + 0.1284424215555191, + 0.07107683271169662, + 0.06964831799268723, + 0.04758019000291824, + 0.013166946358978748, + 0.21759693324565887, + 0.3180924654006958 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.026348285377025604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535941787064075 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535941787064075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535941787064075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18410736322402954, + 0.06954997032880783, + 0.05350251495838165, + 0.17029263079166412, + 0.06906809657812119, + 0.12630648910999298, + 0.16039924323558807, + 0.018867693841457367, + 0.03591705858707428, + 0.11198893934488297 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.012535941787064075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a professor in his 50s, with thinning salt-and-pepper hair and wire-rimmed glasses, standing before a large, dark green blackboard in a traditional university lecture hall. He wears a classic brown tweed blazer with worn leather patches at the elbows, over a crisp light blue button-down shirt. His body is slightly turned away from the camera as he focuses intently on the blackboard, which is already partially covered with complex diagrams and mathematical symbols. With his right hand, he steadily and deliberately slides a small piece of white chalk across the surface, meticulously forming a new physics equation using Greek letters and symbols, each firm stroke releasing a faint burst of chalk dust. In the softly blurred foreground, the heads of the students are clearly visible, all hunched over their wooden tables, their hands moving in sync as they copy the professor's work into their notebooks. The scene is bathed in the even, practical glow of overhead lighting, creating an atmosphere of focused, tranquil, and attentive intelligence.", + "seed": 2399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_2254_seed_2399_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028105593845248224, + "vlm_logprob": -0.028105593845248224, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.028105593845248224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012875047512352467 + ], + "opposite_logprob_tokens": [ + -4.387875080108643 + ], + "logprob_reward": -0.012875047512352467, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012875047512352467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1501656323671341, + 0.11586026102304459, + 0.0639716386795044, + 0.06066124141216278, + 0.06461148709058762, + 0.2334585040807724, + 0.17325641214847565, + 0.0636393129825592, + 0.033580172806978226, + 0.040795326232910156 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.012875047512352467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14200128614902496, + 0.05769731476902962, + 0.07901395857334137, + 0.052648574113845825, + 0.06992986053228378, + 0.34110966324806213, + 0.06897024810314178, + 0.047178976237773895, + 0.032481979578733444, + 0.1089680939912796 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285511881113052 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285511881113052, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285511881113052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15387237071990967, + 0.06412980705499649, + 0.17656873166561127, + 0.041570525616407394, + 0.11552146077156067, + 0.3345663249492645, + 0.04099869728088379, + 0.02593536116182804, + 0.016762981191277504, + 0.030073698610067368 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.023285511881113052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001747936010361 + ], + "opposite_logprob_tokens": [ + -2.6950175762176514 + ], + "logprob_reward": -0.07001747936010361, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001747936010361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16534757614135742, + 0.03464842960238457, + 0.050336480140686035, + 0.14039278030395508, + 0.08603646606206894, + 0.1442842036485672, + 0.10820800811052322, + 0.17668429017066956, + 0.02592482604086399, + 0.06813689321279526 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.07001747936010361 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023271651938557625 + ], + "opposite_logprob_tokens": [ + -3.7732715606689453 + ], + "logprob_reward": -0.023271651938557625, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023271651938557625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769449055194855, + 0.06344922631978989, + 0.09846056997776031, + 0.11722145974636078, + 0.01925642415881157, + 0.22403614223003387, + 0.09526333957910538, + 0.03240836039185524, + 0.038782987743616104, + 0.03417656570672989 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.023271651938557625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a professor in his 50s, with thinning salt-and-pepper hair and wire-rimmed glasses, standing before a large, dark green blackboard in a traditional university lecture hall. He wears a classic brown tweed blazer with worn leather patches at the elbows, over a crisp light blue button-down shirt. His body is slightly turned away from the camera as he focuses intently on the blackboard, which is already partially covered with complex diagrams and mathematical symbols. With his right hand, he steadily and deliberately slides a small piece of white chalk across the surface, meticulously forming a new physics equation using Greek letters and symbols, each firm stroke releasing a faint burst of chalk dust. In the softly blurred foreground, the heads of the students are clearly visible, all hunched over their wooden tables, their hands moving in sync as they copy the professor's work into their notebooks. The scene is bathed in the even, practical glow of overhead lighting, creating an atmosphere of focused, tranquil, and attentive intelligence.", + "seed": 2400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_10/index_2254_seed_2400_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023791256919503213, + "vlm_logprob": -0.023791256919503213, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.023791256919503213, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043388545513153076 + ], + "opposite_logprob_tokens": [ + -3.168388605117798 + ], + "logprob_reward": -0.043388545513153076, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043388545513153076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32415661215782166, + 0.11379645019769669, + 0.02742386795580387, + 0.05317964404821396, + 0.07204486429691315, + 0.1454721838235855, + 0.041509538888931274, + 0.0800865963101387, + 0.052542462944984436, + 0.08978783339262009 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.043388545513153076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23407721519470215, + 0.0488603338599205, + 0.046763431280851364, + 0.07255444675683975, + 0.046693336218595505, + 0.12581796944141388, + 0.05198991671204567, + 0.09168439358472824, + 0.17926891148090363, + 0.10229002684354782 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.016071300953626633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184026703238487 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184026703238487, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184026703238487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06901569664478302, + 0.07750622928142548, + 0.0746699720621109, + 0.024445755407214165, + 0.04120321944355965, + 0.21163621544837952, + 0.061599377542734146, + 0.1752319633960724, + 0.13080595433712006, + 0.13388553261756897 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.018184026703238487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369245305657387 + ], + "opposite_logprob_tokens": [ + -3.4086923599243164 + ], + "logprob_reward": -0.03369245305657387, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369245305657387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18011491000652313, + 0.09893763065338135, + 0.1545872688293457, + 0.03954557329416275, + 0.02957884781062603, + 0.06848915666341782, + 0.05449767783284187, + 0.05848771706223488, + 0.23745205998420715, + 0.07830917090177536 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.03369245305657387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professor in his 50s with thinning salt-and-pepper hair and wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the professor wearing a brown tweed blazer with worn leather patches at the elbows over a light blue button-down shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the professor standing before a large, dark green blackboard covered with complex diagrams and mathematical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the professor using his right hand to slide white chalk across the blackboard to form a physics equation with Greek letters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the heads of students visible in the softly blurred foreground, hunched over wooden tables and copying the professor's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007619958370923996 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.007619958370923996, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007619958370923996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2172059416770935, + 0.07592504471540451, + 0.05094970762729645, + 0.028000904247164726, + 0.05793704837560654, + 0.13185815513134003, + 0.0719442367553711, + 0.20840445160865784, + 0.08642365783452988, + 0.07135086506605148 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.007619958370923996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_tensor([4959, 4959])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_tensor([4959, 4959])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa739c5c138d3b1426e2b956c85eae4946330e4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_tensor([4959, 4959])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in a surreal macro-style with a high-frame-rate camera, this static, low-angle, extreme close-up captures a moment of immense power in breathtaking slow motion. Within the industrial metal confines of a capital ship's hangar bay, the heavy magnetic launch clamps securing an Eta-2 Jedi starfighter mechanically snap open. This decisive action sends a fiery, brilliant burst of sparks across the frame, each particle a fleeting trace of fire. Simultaneously, the fighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma, filling the scene with intense, high-contrast light. This harsh lighting gleams across the starfighter's fuselage, its sharp focus revealing every intricate, weathered detail: a tapestry of burn marks, microscopic scratches in the paint, and subtle indentations in the metal plating. The powerful glow carves deep shadows into the surrounding launch bay floor, creating a dramatic and tense atmosphere of unleashed energy.", + "seed": 23111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_4959_seed_23111_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4189674380235374, + "vlm_logprob": -0.4189674380235374, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.4189674380235374, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9177215099334717 + ], + "opposite_logprob_tokens": [ + -0.1677214652299881 + ], + "logprob_reward": -1.9177215099334717, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9177215099334717, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.038500916212797165, + 0.04313262179493904, + 0.554641604423523, + 0.02794892154633999, + 0.013327174820005894, + 0.021577263250947, + 0.1270323395729065, + 0.097196064889431, + 0.024044647812843323, + 0.05259848013520241 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -1.9177215099334717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06214127317070961 + ], + "opposite_logprob_tokens": [ + -2.812141180038452 + ], + "logprob_reward": -0.06214127317070961, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06214127317070961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03660156950354576, + 0.031562332063913345, + 0.4371597170829773, + 0.03698212653398514, + 0.016756899654865265, + 0.031484007835388184, + 0.3058030605316162, + 0.03283199667930603, + 0.017779869958758354, + 0.05303839594125748 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.06214127317070961 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815938159823418 + ], + "opposite_logprob_tokens": [ + -3.2881593704223633 + ], + "logprob_reward": -0.03815938159823418, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815938159823418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02278430201113224, + 0.022988609969615936, + 0.5878066420555115, + 0.017974484711885452, + 0.01477803848683834, + 0.014354486018419266, + 0.10247378796339035, + 0.13925153017044067, + 0.016173167154192924, + 0.061415061354637146 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.03815938159823418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067525296472013 + ], + "opposite_logprob_tokens": [ + -5.0067524909973145 + ], + "logprob_reward": -0.0067525296472013, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067525296472013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03910873085260391, + 0.03778257593512535, + 0.23347961902618408, + 0.04322635754942894, + 0.038714297115802765, + 0.08838654309511185, + 0.34043917059898376, + 0.08367694914340973, + 0.02396603487432003, + 0.07121974974870682 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.0067525296472013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006249576807022 + ], + "opposite_logprob_tokens": [ + -2.6950623989105225 + ], + "logprob_reward": -0.07006249576807022, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006249576807022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030889376997947693, + 0.031875256448984146, + 0.41001176834106445, + 0.04976443201303482, + 0.1068403422832489, + 0.060023970901966095, + 0.05600007250905037, + 0.17754696309566498, + 0.024926651269197464, + 0.052121229469776154 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.07006249576807022 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal macro-style with a high-frame-rate camera, this static, low-angle, extreme close-up captures a moment of immense power in breathtaking slow motion. Within the industrial metal confines of a capital ship's hangar bay, the heavy magnetic launch clamps securing an Eta-2 Jedi starfighter mechanically snap open. This decisive action sends a fiery, brilliant burst of sparks across the frame, each particle a fleeting trace of fire. Simultaneously, the fighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma, filling the scene with intense, high-contrast light. This harsh lighting gleams across the starfighter's fuselage, its sharp focus revealing every intricate, weathered detail: a tapestry of burn marks, microscopic scratches in the paint, and subtle indentations in the metal plating. The powerful glow carves deep shadows into the surrounding launch bay floor, creating a dramatic and tense atmosphere of unleashed energy.", + "seed": 23112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_4959_seed_23112_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2995509300380945, + "vlm_logprob": -0.2995509300380945, + "vlm_yes_no_margin": 1.674999976158142, + "vlm_token_credit": -0.2995509300380945, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8336220979690552 + ], + "opposite_logprob_tokens": [ + -0.5836220979690552 + ], + "logprob_reward": -0.8336220979690552, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8336220979690552, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12071414291858673, + 0.07603254169225693, + 0.06182166934013367, + 0.060850366950035095, + 0.15763291716575623, + 0.07430028170347214, + 0.0497722402215004, + 0.0493026040494442, + 0.08450259268283844, + 0.2650706171989441 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.8336220979690552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564704716205597 + ], + "opposite_logprob_tokens": [ + -1.6006470918655396 + ], + "logprob_reward": -0.22564704716205597, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564704716205597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1604604721069336, + 0.21826569736003876, + 0.2062208354473114, + 0.04939000681042671, + 0.09092545509338379, + 0.040877025574445724, + 0.03391963616013527, + 0.024639690294861794, + 0.06210491061210632, + 0.11319632828235626 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.22564704716205597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428581178188324 + ], + "opposite_logprob_tokens": [ + -2.0178580284118652 + ], + "logprob_reward": -0.1428581178188324, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428581178188324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12646253407001495, + 0.19014853239059448, + 0.14345315098762512, + 0.0920482948422432, + 0.1591193526983261, + 0.05082790553569794, + 0.03394812345504761, + 0.055632658302783966, + 0.03387346863746643, + 0.11448600888252258 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.1428581178188324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014218570664525032 + ], + "opposite_logprob_tokens": [ + -4.264218807220459 + ], + "logprob_reward": -0.014218570664525032, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014218570664525032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11020880937576294, + 0.0590008907020092, + 0.042468179017305374, + 0.045667342841625214, + 0.15960662066936493, + 0.049464598298072815, + 0.08353608101606369, + 0.11584919691085815, + 0.07722271233797073, + 0.25697553157806396 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.014218570664525032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28140881657600403 + ], + "opposite_logprob_tokens": [ + -1.4064087867736816 + ], + "logprob_reward": -0.28140881657600403, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28140881657600403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08948059380054474, + 0.05414227768778801, + 0.031022852286696434, + 0.05649353191256523, + 0.15083655714988708, + 0.12133462727069855, + 0.09253117442131042, + 0.14230206608772278, + 0.10480586439371109, + 0.1570505052804947 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.28140881657600403 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal macro-style with a high-frame-rate camera, this static, low-angle, extreme close-up captures a moment of immense power in breathtaking slow motion. Within the industrial metal confines of a capital ship's hangar bay, the heavy magnetic launch clamps securing an Eta-2 Jedi starfighter mechanically snap open. This decisive action sends a fiery, brilliant burst of sparks across the frame, each particle a fleeting trace of fire. Simultaneously, the fighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma, filling the scene with intense, high-contrast light. This harsh lighting gleams across the starfighter's fuselage, its sharp focus revealing every intricate, weathered detail: a tapestry of burn marks, microscopic scratches in the paint, and subtle indentations in the metal plating. The powerful glow carves deep shadows into the surrounding launch bay floor, creating a dramatic and tense atmosphere of unleashed energy.", + "seed": 23113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_4959_seed_23113_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2688126048073173, + "vlm_logprob": -0.2688126048073173, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.2688126048073173, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0624674558639526 + ], + "opposite_logprob_tokens": [ + -0.43746742606163025 + ], + "logprob_reward": -1.0624674558639526, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0624674558639526, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10272085666656494, + 0.12458524852991104, + 0.05814070627093315, + 0.03576936572790146, + 0.2705972194671631, + 0.06934072822332382, + 0.11137360334396362, + 0.03317859023809433, + 0.14219790697097778, + 0.052095770835876465 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -1.0624674558639526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048723019659519196 + ], + "opposite_logprob_tokens": [ + -3.048722982406616 + ], + "logprob_reward": -0.048723019659519196, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048723019659519196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359952479600906, + 0.0753961130976677, + 0.02867603860795498, + 0.07101329416036606, + 0.5201171636581421, + 0.06262568384408951, + 0.08187510818243027, + 0.018619399517774582, + 0.02985597401857376, + 0.03822164237499237 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.048723019659519196 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0431043915450573 + ], + "opposite_logprob_tokens": [ + -3.168104410171509 + ], + "logprob_reward": -0.0431043915450573, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0431043915450573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11555015295743942, + 0.09061368554830551, + 0.12811653316020966, + 0.06300252676010132, + 0.15089982748031616, + 0.09347052872180939, + 0.18321843445301056, + 0.020777836441993713, + 0.08627425134181976, + 0.06807620823383331 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.0431043915450573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803718887269497 + ], + "opposite_logprob_tokens": [ + -4.634803771972656 + ], + "logprob_reward": -0.009803718887269497, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803718887269497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04476721212267876, + 0.024624764919281006, + 0.03551730141043663, + 0.015165813267230988, + 0.6642165780067444, + 0.03938131779432297, + 0.043636124581098557, + 0.029059424996376038, + 0.07245897501707077, + 0.03117242082953453 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.009803718887269497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17996443808078766 + ], + "opposite_logprob_tokens": [ + -1.8049644231796265 + ], + "logprob_reward": -0.17996443808078766, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17996443808078766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09250984340906143, + 0.08387697488069534, + 0.06169459596276283, + 0.10508401691913605, + 0.25383204221725464, + 0.0554288774728775, + 0.09702499955892563, + 0.03162521496415138, + 0.11824249476194382, + 0.10068099945783615 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.17996443808078766 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal macro-style with a high-frame-rate camera, this static, low-angle, extreme close-up captures a moment of immense power in breathtaking slow motion. Within the industrial metal confines of a capital ship's hangar bay, the heavy magnetic launch clamps securing an Eta-2 Jedi starfighter mechanically snap open. This decisive action sends a fiery, brilliant burst of sparks across the frame, each particle a fleeting trace of fire. Simultaneously, the fighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma, filling the scene with intense, high-contrast light. This harsh lighting gleams across the starfighter's fuselage, its sharp focus revealing every intricate, weathered detail: a tapestry of burn marks, microscopic scratches in the paint, and subtle indentations in the metal plating. The powerful glow carves deep shadows into the surrounding launch bay floor, creating a dramatic and tense atmosphere of unleashed energy.", + "seed": 23114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_11/index_4959_seed_23114_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1485315446741879, + "vlm_logprob": -0.1485315446741879, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.1485315446741879, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6392611265182495 + ], + "opposite_logprob_tokens": [ + -0.7642611265182495 + ], + "logprob_reward": -0.6392611265182495, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6392611265182495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09269829839468002, + 0.30057790875434875, + 0.039922136813402176, + 0.17380334436893463, + 0.14088518917560577, + 0.0641976147890091, + 0.04037918522953987, + 0.02583894319832325, + 0.018844792619347572, + 0.10285259783267975 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.6392611265182495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043113525956869125 + ], + "opposite_logprob_tokens": [ + -3.1681134700775146 + ], + "logprob_reward": -0.043113525956869125, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043113525956869125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051576051861047745, + 0.04812286049127579, + 0.02671409212052822, + 0.05719819292426109, + 0.6935474872589111, + 0.0412149578332901, + 0.03529359772801399, + 0.023440402001142502, + 0.008859079331159592, + 0.014033246785402298 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.043113525956869125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033725302666425705 + ], + "opposite_logprob_tokens": [ + -3.4087252616882324 + ], + "logprob_reward": -0.033725302666425705, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033725302666425705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04919806495308876, + 0.19760249555110931, + 0.02556343376636505, + 0.07058731466531754, + 0.5650873184204102, + 0.016632582992315292, + 0.019298629835247993, + 0.026775594800710678, + 0.013123447075486183, + 0.016131039708852768 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.033725302666425705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958294961601496 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958294961601496, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958294961601496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0542449913918972, + 0.2331322729587555, + 0.014099006541073322, + 0.09375862032175064, + 0.4337378144264221, + 0.04830102249979973, + 0.05096982792019844, + 0.029792318120598793, + 0.013465345837175846, + 0.028498776257038116 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.005958294961601496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static, low-angle, extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the industrial metal confines of a capital ship's hangar bay?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do heavy magnetic launch clamps mechanically snap open to release an Eta-2 Jedi starfighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the starfighter's twin engines erupt with a dazzling burst of brilliant blue-white plasma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a fiery burst of sparks and reveal weathered details like burn marks and scratches on the starfighter's fuselage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599473267793655 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599473267793655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599473267793655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633128523826599, + 0.3011939823627472, + 0.026529718190431595, + 0.2035980373620987, + 0.20535491406917572, + 0.03422100469470024, + 0.018599623814225197, + 0.024041514843702316, + 0.008945765905082226, + 0.014202591963112354 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.020599473267793655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_tensor([482, 482])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_tensor([482, 482])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9287fe7565c54fbeff0d47361579868fb764f141 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_tensor([482, 482])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a slightly tilted perspective, the camera moves in a slow, arcing motion, circling a scene set against an infinitely stretching, pure white backdrop. The image captures the signature high-contrast black-and-white portrait quality of Richard Avedon. A small, animated game robot, with a cubic body and spindly limbs, struggles to propel a highly polished black bowling ball, its size dramatically contrasting, down an abstract lane. Sharp studio lighting, directed from above, accentuates the robot's matte black exterior with distinct edges and casts harsh, almost overexposed white highlights on the ball's smooth surface, while deep shadows separate them from the pristine white ground. The robot leans forward, its legs pushing against the ground, its mechanical joints seemingly straining with immense force. The camera rotates, focusing in close-up on a small screen on the robot's face. The screen, composed of simple black and white pixels, captures a resolute frown, each pixel conveying unyielding effort. As the robot's legs struggled to move on the ground, the huge bowling ball rolled slowly inch by inch. The entire scene, in extreme black and white contrast, created a unique atmosphere that blended absurdity, concentration and epic struggle.", + "seed": 8942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_482_seed_8942_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21667105229571462, + "vlm_logprob": -0.21667105229571462, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.21667105229571462, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05268995836377144 + ], + "opposite_logprob_tokens": [ + -3.052690029144287 + ], + "logprob_reward": -0.05268995836377144, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05268995836377144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45704588294029236, + 0.18720676004886627, + 0.09641437232494354, + 0.06741921603679657, + 0.0390879288315773, + 0.07714942842721939, + 0.014816932380199432, + 0.009918106719851494, + 0.03180692717432976, + 0.019134435802698135 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05268995836377144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982590436935425 + ], + "opposite_logprob_tokens": [ + -0.5232590436935425 + ], + "logprob_reward": -0.8982590436935425, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982590436935425, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.148965522646904, + 0.0786822959780693, + 0.18330620229244232, + 0.05494791641831398, + 0.20263998210430145, + 0.06209710240364075, + 0.02425590343773365, + 0.06239710748195648, + 0.046469904482364655, + 0.13623806834220886 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.8982590436935425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904818445444107 + ], + "opposite_logprob_tokens": [ + -2.464048147201538 + ], + "logprob_reward": -0.08904818445444107, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904818445444107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17511610686779022, + 0.150710329413414, + 0.09798222780227661, + 0.09547789394855499, + 0.191679909825325, + 0.060386233031749725, + 0.05858421325683594, + 0.04913235828280449, + 0.05380920320749283, + 0.06712155044078827 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.08904818445444107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052567594684660435 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052567594684660435, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052567594684660435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.100772924721241, + 0.04255204275250435, + 0.0412244014441967, + 0.08462950587272644, + 0.24247552454471588, + 0.10976951569318771, + 0.129141166806221, + 0.13478785753250122, + 0.0514611192047596, + 0.06318596005439758 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.0052567594684660435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810131549835205 + ], + "opposite_logprob_tokens": [ + -3.2881011962890625 + ], + "logprob_reward": -0.03810131549835205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810131549835205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1016884371638298, + 0.07311224937438965, + 0.11013339459896088, + 0.07888901233673096, + 0.0955948606133461, + 0.05469054728746414, + 0.049388885498046875, + 0.06267594546079636, + 0.08558817207813263, + 0.2882384955883026 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03810131549835205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a slightly tilted perspective, the camera moves in a slow, arcing motion, circling a scene set against an infinitely stretching, pure white backdrop. The image captures the signature high-contrast black-and-white portrait quality of Richard Avedon. A small, animated game robot, with a cubic body and spindly limbs, struggles to propel a highly polished black bowling ball, its size dramatically contrasting, down an abstract lane. Sharp studio lighting, directed from above, accentuates the robot's matte black exterior with distinct edges and casts harsh, almost overexposed white highlights on the ball's smooth surface, while deep shadows separate them from the pristine white ground. The robot leans forward, its legs pushing against the ground, its mechanical joints seemingly straining with immense force. The camera rotates, focusing in close-up on a small screen on the robot's face. The screen, composed of simple black and white pixels, captures a resolute frown, each pixel conveying unyielding effort. As the robot's legs struggled to move on the ground, the huge bowling ball rolled slowly inch by inch. The entire scene, in extreme black and white contrast, created a unique atmosphere that blended absurdity, concentration and epic struggle.", + "seed": 8943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_482_seed_8943_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037146988697350024, + "vlm_logprob": -0.037146988697350024, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.037146988697350024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11478092521429062 + ], + "opposite_logprob_tokens": [ + -2.239780902862549 + ], + "logprob_reward": -0.11478092521429062, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11478092521429062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07981230318546295, + 0.05491331219673157, + 0.3778302073478699, + 0.0658470094203949, + 0.03856272995471954, + 0.25534120202064514, + 0.0333370678126812, + 0.02465287409722805, + 0.035574138164520264, + 0.03412921354174614 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.11478092521429062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033707667142152786 + ], + "opposite_logprob_tokens": [ + -3.408707618713379 + ], + "logprob_reward": -0.033707667142152786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033707667142152786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08610480278730392, + 0.05275169014930725, + 0.09682101756334305, + 0.12839612364768982, + 0.11863325536251068, + 0.1165366917848587, + 0.094793401658535, + 0.06729884445667267, + 0.1724335104227066, + 0.0662306472659111 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.033707667142152786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607036218047142 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607036218047142, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607036218047142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06752784550189972, + 0.03743721544742584, + 0.15889231860637665, + 0.13036014139652252, + 0.045908357948064804, + 0.2846687436103821, + 0.0581074133515358, + 0.08653654903173447, + 0.07033669948577881, + 0.060224663466215134 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.01607036218047142 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03884384408593178, + 0.06063291057944298, + 0.06669066101312637, + 0.04590662568807602, + 0.14176520705223083, + 0.4419359862804413, + 0.05697944387793541, + 0.10233272612094879, + 0.029648540541529655, + 0.015264044515788555 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.008639458566904068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536530382931232 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536530382931232, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536530382931232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22370940446853638, + 0.06739738583564758, + 0.08650953322649002, + 0.07681496441364288, + 0.16617551445960999, + 0.044409193098545074, + 0.052205346524715424, + 0.09858223795890808, + 0.11156629025936127, + 0.07263015955686569 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.012536530382931232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a slightly tilted perspective, the camera moves in a slow, arcing motion, circling a scene set against an infinitely stretching, pure white backdrop. The image captures the signature high-contrast black-and-white portrait quality of Richard Avedon. A small, animated game robot, with a cubic body and spindly limbs, struggles to propel a highly polished black bowling ball, its size dramatically contrasting, down an abstract lane. Sharp studio lighting, directed from above, accentuates the robot's matte black exterior with distinct edges and casts harsh, almost overexposed white highlights on the ball's smooth surface, while deep shadows separate them from the pristine white ground. The robot leans forward, its legs pushing against the ground, its mechanical joints seemingly straining with immense force. The camera rotates, focusing in close-up on a small screen on the robot's face. The screen, composed of simple black and white pixels, captures a resolute frown, each pixel conveying unyielding effort. As the robot's legs struggled to move on the ground, the huge bowling ball rolled slowly inch by inch. The entire scene, in extreme black and white contrast, created a unique atmosphere that blended absurdity, concentration and epic struggle.", + "seed": 8944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_482_seed_8944_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0659337716177106, + "vlm_logprob": -0.0659337716177106, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.0659337716177106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050337281078100204 + ], + "opposite_logprob_tokens": [ + -3.050337314605713 + ], + "logprob_reward": -0.050337281078100204, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050337281078100204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21376752853393555, + 0.5929733514785767, + 0.03500080108642578, + 0.03294028341770172, + 0.038512177765369415, + 0.015233847312629223, + 0.013159767724573612, + 0.014691133052110672, + 0.01497033704072237, + 0.02875078283250332 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.050337281078100204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555334866046906 + ], + "opposite_logprob_tokens": [ + -1.6005533933639526 + ], + "logprob_reward": -0.22555334866046906, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555334866046906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15736572444438934, + 0.17854346334934235, + 0.22246649861335754, + 0.0871858149766922, + 0.14067159593105316, + 0.02921748161315918, + 0.022222468629479408, + 0.025883661583065987, + 0.07379963994026184, + 0.06264368444681168 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.22555334866046906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14303940534591675, + 0.1888555884361267, + 0.06790830940008163, + 0.060276810079813004, + 0.18064932525157928, + 0.1394064575433731, + 0.08750619739294052, + 0.04693102091550827, + 0.0435144416987896, + 0.04191235452890396 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1667335033416748, + 0.15473982691764832, + 0.07397168129682541, + 0.06986285001039505, + 0.26207301020622253, + 0.04336754232645035, + 0.029003294184803963, + 0.031137600541114807, + 0.09653669595718384, + 0.07257402688264847 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.009785421192646027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797859489917755 + ], + "opposite_logprob_tokens": [ + -3.5297977924346924 + ], + "logprob_reward": -0.029797859489917755, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797859489917755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16564415395259857, + 0.15186209976673126, + 0.0576922707259655, + 0.03545519709587097, + 0.09904681146144867, + 0.1187146008014679, + 0.052528031170368195, + 0.06960185617208481, + 0.2192796766757965, + 0.030175233259797096 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.029797859489917755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a slightly tilted perspective, the camera moves in a slow, arcing motion, circling a scene set against an infinitely stretching, pure white backdrop. The image captures the signature high-contrast black-and-white portrait quality of Richard Avedon. A small, animated game robot, with a cubic body and spindly limbs, struggles to propel a highly polished black bowling ball, its size dramatically contrasting, down an abstract lane. Sharp studio lighting, directed from above, accentuates the robot's matte black exterior with distinct edges and casts harsh, almost overexposed white highlights on the ball's smooth surface, while deep shadows separate them from the pristine white ground. The robot leans forward, its legs pushing against the ground, its mechanical joints seemingly straining with immense force. The camera rotates, focusing in close-up on a small screen on the robot's face. The screen, composed of simple black and white pixels, captures a resolute frown, each pixel conveying unyielding effort. As the robot's legs struggled to move on the ground, the huge bowling ball rolled slowly inch by inch. The entire scene, in extreme black and white contrast, created a unique atmosphere that blended absurdity, concentration and epic struggle.", + "seed": 8945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_12/index_482_seed_8945_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015979104582220315, + "vlm_logprob": -0.015979104582220315, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.015979104582220315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017798352986574173 + ], + "opposite_logprob_tokens": [ + -4.26779842376709 + ], + "logprob_reward": -0.017798352986574173, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017798352986574173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1449754536151886, + 0.10514812916517258, + 0.061756353825330734, + 0.030709171667695045, + 0.06230999156832695, + 0.05696766823530197, + 0.09711623936891556, + 0.06790168583393097, + 0.17529307305812836, + 0.19782224297523499 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.017798352986574173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059059962630272 + ], + "opposite_logprob_tokens": [ + -3.8955905437469482 + ], + "logprob_reward": -0.02059059962630272, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059059962630272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20036616921424866, + 0.06891116499900818, + 0.06953462213277817, + 0.03902823477983475, + 0.07268022745847702, + 0.07155042886734009, + 0.1107361912727356, + 0.0254721287637949, + 0.015948586165905, + 0.325772225856781 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.02059059962630272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14593113958835602, + 0.09764081984758377, + 0.11679845303297043, + 0.02572493441402912, + 0.07610655575990677, + 0.06756974011659622, + 0.10856445133686066, + 0.13796958327293396, + 0.06287834793329239, + 0.1608160138130188 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014191304333508015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739031057804823 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739031057804823, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739031057804823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06555431336164474, + 0.09454310685396194, + 0.05011557787656784, + 0.1632094383239746, + 0.08508683741092682, + 0.10022490471601486, + 0.0981556698679924, + 0.11455376446247101, + 0.1126188188791275, + 0.11593756079673767 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.006739031057804823 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a small animated game robot with a cubic body and spindly limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the robot struggling to propel a highly polished black bowling ball down an abstract lane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion circling the scene from a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the robot lean forward with legs pushing against the ground while a close-up focuses on a small screen on its face showing a pixelated frown?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057623490691185 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057623490691185, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057623490691185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06595979630947113, + 0.0290395338088274, + 0.016229383647441864, + 0.07152169197797775, + 0.03993532061576843, + 0.04570983722805977, + 0.06819038093090057, + 0.20001353323459625, + 0.04515988007187843, + 0.41824060678482056 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.02057623490691185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_tensor([7606, 7606])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_tensor([7606, 7606])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..94f1eecd6886b9c4213b8f297efdb521ff7bb2c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_tensor([7606, 7606])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans over a U-shaped wooden chisel with a polished, sleek handle. Steadily steered by a pair of hands, marked by age but steady, the chisel's sharp metal blade slices precisely into the finely grained surface of light-colored oak. As the blade's steady and deliberate advance unfolds, a thin, curling shavings are elegantly detached from the wood, forming a perfect spiral in mid-air before cascading down, feather-light, to a workbench strewn with similar sawdust. The scene is bathed in a warm, vintage hue. Light comes from a vintage tungsten lamp suspended above the workbench, casting a concentrated beam with a distinct warm yellow hue. This light not only highlights the three-dimensionality of the sawdust and the delicate grain of the wood, but also casts a soft glow on the polished handle. In the background, a slightly blurred woodworking workshop appears, with faint glimpses of other handmade tools hanging on the wall, creating an atmosphere of focus, tranquility, and craftsmanship.", + "seed": 5570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_7606_seed_5570_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17803673557937144, + "vlm_logprob": -0.17803673557937144, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.17803673557937144, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024653395637869835 + ], + "opposite_logprob_tokens": [ + -4.149653434753418 + ], + "logprob_reward": -0.024653395637869835, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024653395637869835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42244720458984375, + 0.167068213224411, + 0.0293295718729496, + 0.04676509276032448, + 0.07663116604089737, + 0.05030860751867294, + 0.05393872410058975, + 0.06143036112189293, + 0.042150359600782394, + 0.04993065074086189 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.024653395637869835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037878900766373 + ], + "opposite_logprob_tokens": [ + -2.3503787517547607 + ], + "logprob_reward": -0.10037878900766373, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037878900766373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4387977123260498, + 0.16125918924808502, + 0.09609116613864899, + 0.04002067819237709, + 0.02296404354274273, + 0.03715866431593895, + 0.11689674109220505, + 0.015753701329231262, + 0.03910044953227043, + 0.03195764869451523 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.10037878900766373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381033830344677 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.0381033830344677, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381033830344677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18864750862121582, + 0.16612619161605835, + 0.05692939832806587, + 0.10891448706388474, + 0.13941727578639984, + 0.05118894204497337, + 0.038436565548181534, + 0.03339711204171181, + 0.17316213250160217, + 0.04378044977784157 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0381033830344677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371400758624077 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371400758624077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371400758624077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26603037118911743, + 0.09751095622777939, + 0.10096389800310135, + 0.1010311022400856, + 0.04623863846063614, + 0.05008186399936676, + 0.11824823170900345, + 0.0519440621137619, + 0.0723564401268959, + 0.09559442102909088 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.03371400758624077 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933341026306152 + ], + "opposite_logprob_tokens": [ + -0.6933341026306152 + ], + "logprob_reward": -0.6933341026306152, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933341026306152, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10986290872097015, + 0.03368744999170303, + 0.037171389907598495, + 0.10919518768787384, + 0.11472276598215103, + 0.09337443113327026, + 0.16832385957241058, + 0.12855741381645203, + 0.08920636773109436, + 0.11589821428060532 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.6933341026306152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans over a U-shaped wooden chisel with a polished, sleek handle. Steadily steered by a pair of hands, marked by age but steady, the chisel's sharp metal blade slices precisely into the finely grained surface of light-colored oak. As the blade's steady and deliberate advance unfolds, a thin, curling shavings are elegantly detached from the wood, forming a perfect spiral in mid-air before cascading down, feather-light, to a workbench strewn with similar sawdust. The scene is bathed in a warm, vintage hue. Light comes from a vintage tungsten lamp suspended above the workbench, casting a concentrated beam with a distinct warm yellow hue. This light not only highlights the three-dimensionality of the sawdust and the delicate grain of the wood, but also casts a soft glow on the polished handle. In the background, a slightly blurred woodworking workshop appears, with faint glimpses of other handmade tools hanging on the wall, creating an atmosphere of focus, tranquility, and craftsmanship.", + "seed": 5571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_7606_seed_5571_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2817619090899825, + "vlm_logprob": -0.2817619090899825, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.2817619090899825, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022253327071666718 + ], + "opposite_logprob_tokens": [ + -4.647253513336182 + ], + "logprob_reward": -0.022253327071666718, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.022253327071666718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1419387310743332, + 0.1097385510802269, + 0.07095586508512497, + 0.15834523737430573, + 0.037147294729948044, + 0.03594372794032097, + 0.04785140976309776, + 0.15328305959701538, + 0.14699649810791016, + 0.09779967367649078 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.022253327071666718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710432708263397 + ], + "opposite_logprob_tokens": [ + -2.1271042823791504 + ], + "logprob_reward": -0.12710432708263397, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710432708263397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2596879303455353, + 0.09599916636943817, + 0.147918239235878, + 0.06688482314348221, + 0.08486249297857285, + 0.026211772114038467, + 0.07254531979560852, + 0.06328042596578598, + 0.04833544045686722, + 0.13427433371543884 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.12710432708263397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329378016293049 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.02329378016293049, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329378016293049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2213602513074875, + 0.23204930126667023, + 0.046333231031894684, + 0.026223069056868553, + 0.029411032795906067, + 0.03641119599342346, + 0.06596710532903671, + 0.17559699714183807, + 0.08294399827718735, + 0.08370381593704224 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.02329378016293049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548067606985569 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012548067606985569, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548067606985569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1362815946340561, + 0.3961707651615143, + 0.0314611941576004, + 0.05925029143691063, + 0.02731028012931347, + 0.1346270889043808, + 0.021347930654883385, + 0.08511421084403992, + 0.0442928671836853, + 0.06414373964071274 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.012548067606985569 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236100435256958 + ], + "opposite_logprob_tokens": [ + -0.3486100733280182 + ], + "logprob_reward": -1.2236100435256958, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236100435256958, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24105750024318695, + 0.2781211733818054, + 0.051336437463760376, + 0.03887352719902992, + 0.06054927036166191, + 0.08503423631191254, + 0.035377826541662216, + 0.030531805008649826, + 0.04506527632474899, + 0.13405296206474304 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.2236100435256958 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans over a U-shaped wooden chisel with a polished, sleek handle. Steadily steered by a pair of hands, marked by age but steady, the chisel's sharp metal blade slices precisely into the finely grained surface of light-colored oak. As the blade's steady and deliberate advance unfolds, a thin, curling shavings are elegantly detached from the wood, forming a perfect spiral in mid-air before cascading down, feather-light, to a workbench strewn with similar sawdust. The scene is bathed in a warm, vintage hue. Light comes from a vintage tungsten lamp suspended above the workbench, casting a concentrated beam with a distinct warm yellow hue. This light not only highlights the three-dimensionality of the sawdust and the delicate grain of the wood, but also casts a soft glow on the polished handle. In the background, a slightly blurred woodworking workshop appears, with faint glimpses of other handmade tools hanging on the wall, creating an atmosphere of focus, tranquility, and craftsmanship.", + "seed": 5572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_7606_seed_5572_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10081720761954785, + "vlm_logprob": -0.10081720761954785, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.10081720761954785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020925933495163918 + ], + "opposite_logprob_tokens": [ + -5.020925998687744 + ], + "logprob_reward": -0.020925933495163918, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.020925933495163918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06865520030260086, + 0.07564371824264526, + 0.09820686280727386, + 0.06883197277784348, + 0.1601114422082901, + 0.14562329649925232, + 0.15726877748966217, + 0.039577655494213104, + 0.03522883728146553, + 0.150852233171463 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.020925933495163918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089114710688591 + ], + "opposite_logprob_tokens": [ + -2.4641146659851074 + ], + "logprob_reward": -0.089114710688591, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089114710688591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07588481158018112, + 0.16664338111877441, + 0.11579925566911697, + 0.0429779589176178, + 0.09250900149345398, + 0.03179790452122688, + 0.12530744075775146, + 0.06466413289308548, + 0.07094662636518478, + 0.2134694755077362 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.089114710688591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899241894483566 + ], + "opposite_logprob_tokens": [ + -2.5789923667907715 + ], + "logprob_reward": -0.07899241894483566, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899241894483566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12801620364189148, + 0.09330461919307709, + 0.14757633209228516, + 0.038833726197481155, + 0.1512138545513153, + 0.0596502348780632, + 0.15100803971290588, + 0.040861379355192184, + 0.11096704751253128, + 0.07856858521699905 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.07899241894483566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373025730252266 + ], + "opposite_logprob_tokens": [ + -3.4087302684783936 + ], + "logprob_reward": -0.03373025730252266, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373025730252266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16971902549266815, + 0.07341806590557098, + 0.04801962152123451, + 0.04077857360243797, + 0.13432583212852478, + 0.26791390776634216, + 0.08568461984395981, + 0.0408361591398716, + 0.05112941563129425, + 0.08817477524280548 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03373025730252266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281322717666626 + ], + "opposite_logprob_tokens": [ + -1.406322717666626 + ], + "logprob_reward": -0.281322717666626, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281322717666626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10433024168014526, + 0.09302819520235062, + 0.09023232012987137, + 0.10569007694721222, + 0.2734662592411041, + 0.1377646028995514, + 0.10620763897895813, + 0.014893860556185246, + 0.020581800490617752, + 0.053804993629455566 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.281322717666626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly pans over a U-shaped wooden chisel with a polished, sleek handle. Steadily steered by a pair of hands, marked by age but steady, the chisel's sharp metal blade slices precisely into the finely grained surface of light-colored oak. As the blade's steady and deliberate advance unfolds, a thin, curling shavings are elegantly detached from the wood, forming a perfect spiral in mid-air before cascading down, feather-light, to a workbench strewn with similar sawdust. The scene is bathed in a warm, vintage hue. Light comes from a vintage tungsten lamp suspended above the workbench, casting a concentrated beam with a distinct warm yellow hue. This light not only highlights the three-dimensionality of the sawdust and the delicate grain of the wood, but also casts a soft glow on the polished handle. In the background, a slightly blurred woodworking workshop appears, with faint glimpses of other handmade tools hanging on the wall, creating an atmosphere of focus, tranquility, and craftsmanship.", + "seed": 5573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_13/index_7606_seed_5573_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14656163677573203, + "vlm_logprob": -0.14656163677573203, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.14656163677573203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022119712084531784 + ], + "opposite_logprob_tokens": [ + -4.522119522094727 + ], + "logprob_reward": -0.022119712084531784, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.022119712084531784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13902504742145538, + 0.12079614400863647, + 0.06392967700958252, + 0.13287010788917542, + 0.2186766415834427, + 0.06837496161460876, + 0.06232345104217529, + 0.07985714823007584, + 0.033124666661024094, + 0.08102212846279144 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.022119712084531784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07009194791316986 + ], + "opposite_logprob_tokens": [ + -2.695091962814331 + ], + "logprob_reward": -0.07009194791316986, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07009194791316986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20361773669719696, + 0.13251495361328125, + 0.1893245279788971, + 0.1520659625530243, + 0.05937420576810837, + 0.06803916394710541, + 0.04981421306729317, + 0.05313525348901749, + 0.031596530228853226, + 0.060517434030771255 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07009194791316986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2468872219324112, + 0.10291268676519394, + 0.145062655210495, + 0.08946970850229263, + 0.1620311588048935, + 0.08511058986186981, + 0.04197424650192261, + 0.03545118123292923, + 0.05057131126523018, + 0.04052926227450371 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.038106825202703476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357341557741165 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357341557741165, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357341557741165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08043259382247925, + 0.4630017578601837, + 0.1134704202413559, + 0.04577956721186638, + 0.05248594656586647, + 0.052774861454963684, + 0.02675461582839489, + 0.027161618694663048, + 0.03915398567914963, + 0.09898460656404495 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.026357341557741165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a U-shaped wooden chisel with a polished, sleek handle being steered by a pair of aged hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chisel's metal blade slice into light-colored oak, creating thin, curling shavings that form a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a vintage tungsten lamp casting a warm yellow beam and a warm, vintage hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan over the scene while the background shows a blurred woodworking workshop with tools on the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761323571205139 + ], + "opposite_logprob_tokens": [ + -0.8261323571205139 + ], + "logprob_reward": -0.5761323571205139, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761323571205139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12261570245027542, + 0.10932662338018417, + 0.06295676529407501, + 0.055530186742544174, + 0.06545931100845337, + 0.18242590129375458, + 0.10115029662847519, + 0.08426036685705185, + 0.14650344848632812, + 0.0697714239358902 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.5761323571205139 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_tensor([895, 895])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_tensor([895, 895])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86e50ebebab4efbf5ee3bbf75b4d9630f76bce9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_tensor([895, 895])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera remains still, focused on the deeply wrinkled face of an elderly monk. A ray of warm afternoon sunlight streams in from the side, sculpting his features with precise precision, casting bright highlights on his nose, cheekbones, and forehead, while the other side of his face is immersed in soft shadow, revealing every wrinkle of his skin, like the ridges of time. Even the finest pores and freckles of time are visible on his bronzed complexion. His shiny head reflects the soft light, and he wears a faded ochre-colored, coarse cotton and linen robe. His expression is serene and solemn. His eyelids droop slowly, almost imperceptibly, casting a faint shadow in the light before closing completely, shutting out the outside world, as if he has entered a deep meditative state. As his eyes close, the muscles on his face relax slightly, and his entire face conveys a sense of ultimate peace and detached wisdom, creating an atmosphere of tranquility, dignity, and Zen.", + "seed": 1146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_895_seed_1146_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18429908687248825, + "vlm_logprob": -0.18429908687248825, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.18429908687248825, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0027560130693018436 + ], + "opposite_logprob_tokens": [ + -6.252756118774414 + ], + "logprob_reward": -0.0027560130693018436, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0027560130693018436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18726640939712524, + 0.13311699032783508, + 0.07566981762647629, + 0.20591731369495392, + 0.023923199623823166, + 0.040528304874897, + 0.046854522079229355, + 0.1940663754940033, + 0.06424027681350708, + 0.02841678448021412 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0027560130693018436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934242844581604 + ], + "opposite_logprob_tokens": [ + -0.6934242844581604 + ], + "logprob_reward": -0.6934242844581604, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934242844581604, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09025561064481735, + 0.1443808525800705, + 0.04990161210298538, + 0.1815141886472702, + 0.048811011016368866, + 0.07295172661542892, + 0.06396641582250595, + 0.21019427478313446, + 0.042877573519945145, + 0.09514673054218292 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.6934242844581604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011124846525490284 + ], + "opposite_logprob_tokens": [ + -4.511124610900879 + ], + "logprob_reward": -0.011124846525490284, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011124846525490284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2145729809999466, + 0.1511702686548233, + 0.11591709405183792, + 0.1407472938299179, + 0.08252673596143723, + 0.04343513771891594, + 0.0427485853433609, + 0.10602189600467682, + 0.05013418570160866, + 0.05272572860121727 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011124846525490284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559250928461552 + ], + "opposite_logprob_tokens": [ + -4.387559413909912 + ], + "logprob_reward": -0.012559250928461552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559250928461552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13785342872142792, + 0.18340426683425903, + 0.04476463794708252, + 0.09189490973949432, + 0.03444851189851761, + 0.03994753584265709, + 0.016605332493782043, + 0.07696237415075302, + 0.052205536514520645, + 0.321913480758667 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.012559250928461552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20163103938102722 + ], + "opposite_logprob_tokens": [ + -1.7016310691833496 + ], + "logprob_reward": -0.20163103938102722, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20163103938102722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0644432008266449, + 0.32805246114730835, + 0.0411941297352314, + 0.21954859793186188, + 0.03634639456868172, + 0.12440595030784607, + 0.04639488831162453, + 0.07669423520565033, + 0.03393465280532837, + 0.028985552489757538 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.20163103938102722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on the deeply wrinkled face of an elderly monk. A ray of warm afternoon sunlight streams in from the side, sculpting his features with precise precision, casting bright highlights on his nose, cheekbones, and forehead, while the other side of his face is immersed in soft shadow, revealing every wrinkle of his skin, like the ridges of time. Even the finest pores and freckles of time are visible on his bronzed complexion. His shiny head reflects the soft light, and he wears a faded ochre-colored, coarse cotton and linen robe. His expression is serene and solemn. His eyelids droop slowly, almost imperceptibly, casting a faint shadow in the light before closing completely, shutting out the outside world, as if he has entered a deep meditative state. As his eyes close, the muscles on his face relax slightly, and his entire face conveys a sense of ultimate peace and detached wisdom, creating an atmosphere of tranquility, dignity, and Zen.", + "seed": 1147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_895_seed_1147_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28916145898401735, + "vlm_logprob": -0.28916145898401735, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.28916145898401735, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015116420574486256 + ], + "opposite_logprob_tokens": [ + -4.265116214752197 + ], + "logprob_reward": -0.015116420574486256, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015116420574486256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3439924716949463, + 0.10389764606952667, + 0.0543721504509449, + 0.10109022259712219, + 0.06499066203832626, + 0.06548629701137543, + 0.05792105942964554, + 0.026951905339956284, + 0.09024307131767273, + 0.09105463325977325 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.015116420574486256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371105909347534 + ], + "opposite_logprob_tokens": [ + -0.38711056113243103 + ], + "logprob_reward": -1.1371105909347534, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371105909347534, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10127551108598709, + 0.054533813148736954, + 0.07622744888067245, + 0.18414495885372162, + 0.305440753698349, + 0.19284598529338837, + 0.0200608279556036, + 0.021122297272086143, + 0.020706769078969955, + 0.02364155277609825 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -1.1371105909347534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05533989146351814 + ], + "opposite_logprob_tokens": [ + -2.930339813232422 + ], + "logprob_reward": -0.05533989146351814, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05533989146351814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23113462328910828, + 0.12943872809410095, + 0.0618424154818058, + 0.22355757653713226, + 0.09824199974536896, + 0.08704476058483124, + 0.07379212230443954, + 0.036358583718538284, + 0.024813026189804077, + 0.03377616032958031 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05533989146351814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560428120195866 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560428120195866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560428120195866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.109076589345932, + 0.2865046262741089, + 0.03527927026152611, + 0.06632836163043976, + 0.05057256296277046, + 0.07714370638132095, + 0.03540444001555443, + 0.11044079810380936, + 0.08848073333501816, + 0.14076891541481018 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.012560428120195866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22567996382713318 + ], + "opposite_logprob_tokens": [ + -1.6006799936294556 + ], + "logprob_reward": -0.22567996382713318, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22567996382713318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24779954552650452, + 0.09191301465034485, + 0.11207787692546844, + 0.06699124723672867, + 0.08235941082239151, + 0.10520285367965698, + 0.09983646869659424, + 0.04809381067752838, + 0.060282278805971146, + 0.08544356375932693 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.22567996382713318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on the deeply wrinkled face of an elderly monk. A ray of warm afternoon sunlight streams in from the side, sculpting his features with precise precision, casting bright highlights on his nose, cheekbones, and forehead, while the other side of his face is immersed in soft shadow, revealing every wrinkle of his skin, like the ridges of time. Even the finest pores and freckles of time are visible on his bronzed complexion. His shiny head reflects the soft light, and he wears a faded ochre-colored, coarse cotton and linen robe. His expression is serene and solemn. His eyelids droop slowly, almost imperceptibly, casting a faint shadow in the light before closing completely, shutting out the outside world, as if he has entered a deep meditative state. As his eyes close, the muscles on his face relax slightly, and his entire face conveys a sense of ultimate peace and detached wisdom, creating an atmosphere of tranquility, dignity, and Zen.", + "seed": 1148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_895_seed_1148_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19372325751464814, + "vlm_logprob": -0.19372325751464814, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.19372325751464814, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009351171320304275 + ], + "opposite_logprob_tokens": [ + -8.125935554504395 + ], + "logprob_reward": -0.0009351171320304275, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0009351171320304275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13394325971603394, + 0.057631105184555054, + 0.03383882716298103, + 0.3103145956993103, + 0.024938246235251427, + 0.018399549648165703, + 0.06329342722892761, + 0.1815336048603058, + 0.11213994771242142, + 0.06396741420030594 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0009351171320304275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578950524330139 + ], + "opposite_logprob_tokens": [ + -0.6328950524330139 + ], + "logprob_reward": -0.7578950524330139, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578950524330139, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06867576390504837, + 0.02784537710249424, + 0.022983435541391373, + 0.4563769996166229, + 0.022348398342728615, + 0.04373910650610924, + 0.10839387029409409, + 0.16695886850357056, + 0.03667444363236427, + 0.04600374028086662 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.7578950524330139 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012611635960638523 + ], + "opposite_logprob_tokens": [ + -4.3876118659973145 + ], + "logprob_reward": -0.012611635960638523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012611635960638523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09691344201564789, + 0.07807766646146774, + 0.050616536289453506, + 0.33578285574913025, + 0.044386982917785645, + 0.13924191892147064, + 0.019223401322960854, + 0.17123275995254517, + 0.023276524618268013, + 0.04124792665243149 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.012611635960638523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007194310426712 + ], + "opposite_logprob_tokens": [ + -2.6950719356536865 + ], + "logprob_reward": -0.07007194310426712, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007194310426712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18436230719089508, + 0.11388564109802246, + 0.032656725496053696, + 0.22556376457214355, + 0.059022944420576096, + 0.11610071361064911, + 0.05978705734014511, + 0.15092872083187103, + 0.01884986087679863, + 0.03884222358465195 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.07007194310426712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271025389432907 + ], + "opposite_logprob_tokens": [ + -2.1271026134490967 + ], + "logprob_reward": -0.1271025389432907, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271025389432907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04505818709731102, + 0.02522314339876175, + 0.02148854173719883, + 0.3146614730358124, + 0.019828569144010544, + 0.1356058269739151, + 0.24572841823101044, + 0.07286813855171204, + 0.028667328879237175, + 0.0908704400062561 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.1271025389432907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on the deeply wrinkled face of an elderly monk. A ray of warm afternoon sunlight streams in from the side, sculpting his features with precise precision, casting bright highlights on his nose, cheekbones, and forehead, while the other side of his face is immersed in soft shadow, revealing every wrinkle of his skin, like the ridges of time. Even the finest pores and freckles of time are visible on his bronzed complexion. His shiny head reflects the soft light, and he wears a faded ochre-colored, coarse cotton and linen robe. His expression is serene and solemn. His eyelids droop slowly, almost imperceptibly, casting a faint shadow in the light before closing completely, shutting out the outside world, as if he has entered a deep meditative state. As his eyes close, the muscles on his face relax slightly, and his entire face conveys a sense of ultimate peace and detached wisdom, creating an atmosphere of tranquility, dignity, and Zen.", + "seed": 1149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_14/index_895_seed_1149_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32999037150293586, + "vlm_logprob": -0.32999037150293586, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.32999037150293586, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016749175265431404 + ], + "opposite_logprob_tokens": [ + -6.751675128936768 + ], + "logprob_reward": -0.0016749175265431404, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0016749175265431404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17244109511375427, + 0.05596432462334633, + 0.03098883666098118, + 0.02778058499097824, + 0.039868418127298355, + 0.04022834450006485, + 0.24998530745506287, + 0.050818804651498795, + 0.14012044668197632, + 0.19180378317832947 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0016749175265431404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5021040439605713 + ], + "opposite_logprob_tokens": [ + -0.2521040737628937 + ], + "logprob_reward": -1.5021040439605713, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5021040439605713, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06597673892974854, + 0.0968296155333519, + 0.07234963029623032, + 0.03330840915441513, + 0.031139548867940903, + 0.02922397293150425, + 0.16466887295246124, + 0.1273185908794403, + 0.1472124308347702, + 0.23197220265865326 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -1.5021040439605713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01257891021668911 + ], + "opposite_logprob_tokens": [ + -4.387578964233398 + ], + "logprob_reward": -0.01257891021668911, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01257891021668911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10187571495771408, + 0.07989180088043213, + 0.051995594054460526, + 0.03117801621556282, + 0.12157533317804337, + 0.087775319814682, + 0.03515450656414032, + 0.07221280783414841, + 0.22812318801879883, + 0.19021770358085632 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.01257891021668911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206089336425066 + ], + "opposite_logprob_tokens": [ + -3.895608901977539 + ], + "logprob_reward": -0.0206089336425066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206089336425066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057928141206502914, + 0.07834647595882416, + 0.03843509778380394, + 0.029728032648563385, + 0.20372046530246735, + 0.07757847011089325, + 0.05289936438202858, + 0.2197389304637909, + 0.08469898253679276, + 0.15692605078220367 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.0206089336425066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of an elderly monk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a faded ochre-colored coarse cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a ray of warm afternoon sunlight stream from the side, creating bright highlights on one side of the face and soft shadows on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the monk's eyelids droop slowly and close completely while the facial muscles relax?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129850521683693 + ], + "opposite_logprob_tokens": [ + -2.237985134124756 + ], + "logprob_reward": -0.1129850521683693, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129850521683693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0631243884563446, + 0.05449619144201279, + 0.03925160691142082, + 0.0876379981637001, + 0.11416289955377579, + 0.0664602667093277, + 0.07115025818347931, + 0.10502061992883682, + 0.21922974288463593, + 0.17946602404117584 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.1129850521683693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_tensor([852, 852])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_tensor([852, 852])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..44ae0144260c5d72fcdd1fb999fd2ccbdfae0bc5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_tensor([852, 852])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, majestic wide shot begins, the camera slowly arcing and pulling back to reveal a complex deep-space probe tumbling uncontrollably in the silent void. The probe's design is a terrifyingly beautiful spectacle, reminiscent of H. R. Giger, composed of a ribbed, skeletal biomechanical structure that fuses polished obsidian-like chitin with dark, visceral sinew and metal alloys. It spins slowly and erratically, end-to-end, in a state of catastrophic failure. Its massive solar panels shatter into countless crystalline shards that drift away like frozen tears, catching the faint, cold glow of a distant sun and revealing sparkling, frayed internal wiring. As the camera continues to pull back to an extreme wide shot, Jupiter's vast, stormy backdrop is revealed, its turbulent clouds swirling in shades of deep ochre, cream, and intense red, the Great Red Spot like a vast, unblinking eye. The scene is illuminated by a harsh directional light from a distant sun, casting harsh highlights and deep, cavernous shadows on the probe's alien form, while the planet itself casts a faint, ominous, reddish-orange glow across its belly, creating a sublime and terrifying atmosphere of cosmic isolation and magnificent decay.", + "seed": 16012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_852_seed_16012_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12347394451498986, + "vlm_logprob": -0.12347394451498986, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.12347394451498986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10469944775104523 + ], + "opposite_logprob_tokens": [ + -2.3546993732452393 + ], + "logprob_reward": -0.10469944775104523, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10469944775104523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16874071955680847, + 0.07398611307144165, + 0.11856479942798615, + 0.027846673503518105, + 0.0715918317437172, + 0.03286879509687424, + 0.16041986644268036, + 0.10359405726194382, + 0.04912257939577103, + 0.19326446950435638 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.10469944775104523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038156166672706604 + ], + "opposite_logprob_tokens": [ + -3.288156270980835 + ], + "logprob_reward": -0.038156166672706604, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038156166672706604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11450248211622238, + 0.06223208084702492, + 0.09917043894529343, + 0.04665914550423622, + 0.11606133729219437, + 0.04467792063951492, + 0.14178887009620667, + 0.09594360738992691, + 0.08091658353805542, + 0.19804756343364716 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.038156166672706604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040374338626862 + ], + "opposite_logprob_tokens": [ + -1.9104037284851074 + ], + "logprob_reward": -0.16040374338626862, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040374338626862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09056666493415833, + 0.07485964149236679, + 0.06794008612632751, + 0.034697502851486206, + 0.11580394953489304, + 0.06019856035709381, + 0.09192128479480743, + 0.10709171742200851, + 0.05198783800005913, + 0.30493274331092834 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.16040374338626862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620497427880764 + ], + "opposite_logprob_tokens": [ + -2.812049627304077 + ], + "logprob_reward": -0.0620497427880764, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620497427880764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13450373709201813, + 0.055952947586774826, + 0.05825953185558319, + 0.08477213978767395, + 0.06994827091693878, + 0.12649545073509216, + 0.07957218587398529, + 0.11519386619329453, + 0.10489960759878159, + 0.17040230333805084 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0620497427880764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520606219768524 + ], + "opposite_logprob_tokens": [ + -1.5020606517791748 + ], + "logprob_reward": -0.2520606219768524, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520606219768524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12452846020460129, + 0.13851049542427063, + 0.09629738330841064, + 0.07012859731912613, + 0.12489286810159683, + 0.11635677516460419, + 0.08763627707958221, + 0.041961975395679474, + 0.07265548408031464, + 0.12703163921833038 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.2520606219768524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, majestic wide shot begins, the camera slowly arcing and pulling back to reveal a complex deep-space probe tumbling uncontrollably in the silent void. The probe's design is a terrifyingly beautiful spectacle, reminiscent of H. R. Giger, composed of a ribbed, skeletal biomechanical structure that fuses polished obsidian-like chitin with dark, visceral sinew and metal alloys. It spins slowly and erratically, end-to-end, in a state of catastrophic failure. Its massive solar panels shatter into countless crystalline shards that drift away like frozen tears, catching the faint, cold glow of a distant sun and revealing sparkling, frayed internal wiring. As the camera continues to pull back to an extreme wide shot, Jupiter's vast, stormy backdrop is revealed, its turbulent clouds swirling in shades of deep ochre, cream, and intense red, the Great Red Spot like a vast, unblinking eye. The scene is illuminated by a harsh directional light from a distant sun, casting harsh highlights and deep, cavernous shadows on the probe's alien form, while the planet itself casts a faint, ominous, reddish-orange glow across its belly, creating a sublime and terrifying atmosphere of cosmic isolation and magnificent decay.", + "seed": 16013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_852_seed_16013_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07046166434884071, + "vlm_logprob": -0.07046166434884071, + "vlm_yes_no_margin": 2.750000023841858, + "vlm_token_credit": -0.07046166434884071, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04765210300683975 + ], + "opposite_logprob_tokens": [ + -3.172652006149292 + ], + "logprob_reward": -0.04765210300683975, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04765210300683975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17101696133613586, + 0.1476457417011261, + 0.04853597655892372, + 0.09565754979848862, + 0.13811881840229034, + 0.07246843725442886, + 0.04384853318333626, + 0.027601974084973335, + 0.14543086290359497, + 0.10967523604631424 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04765210300683975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048726197332143784 + ], + "opposite_logprob_tokens": [ + -3.0487260818481445 + ], + "logprob_reward": -0.048726197332143784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048726197332143784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28059157729148865, + 0.13351336121559143, + 0.07202335447072983, + 0.04988041892647743, + 0.04831814020872116, + 0.05929848551750183, + 0.03317830711603165, + 0.03592795133590698, + 0.09081382304430008, + 0.19645452499389648 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048726197332143784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284789562225342 + ], + "opposite_logprob_tokens": [ + -2.017848014831543 + ], + "logprob_reward": -0.14284789562225342, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284789562225342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1786433607339859, + 0.07881586253643036, + 0.06435967236757278, + 0.11872096359729767, + 0.2140268236398697, + 0.07165013998746872, + 0.1555308997631073, + 0.03785407915711403, + 0.03637825325131416, + 0.044019974768161774 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.14284789562225342 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307687282562256 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307687282562256, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307687282562256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928519606590271, + 0.036536477506160736, + 0.051923967897892, + 0.054223861545324326, + 0.11416458338499069, + 0.07178833335638046, + 0.07228522002696991, + 0.037445805966854095, + 0.2526274621486664, + 0.11615230143070221 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.04307687282562256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000525295734406 + ], + "opposite_logprob_tokens": [ + -2.695005178451538 + ], + "logprob_reward": -0.07000525295734406, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000525295734406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15267109870910645, + 0.0786069929599762, + 0.2087777704000473, + 0.09509310871362686, + 0.07271281629800797, + 0.07910500466823578, + 0.11699411273002625, + 0.031166618689894676, + 0.08499877154827118, + 0.07987374067306519 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.07000525295734406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, majestic wide shot begins, the camera slowly arcing and pulling back to reveal a complex deep-space probe tumbling uncontrollably in the silent void. The probe's design is a terrifyingly beautiful spectacle, reminiscent of H. R. Giger, composed of a ribbed, skeletal biomechanical structure that fuses polished obsidian-like chitin with dark, visceral sinew and metal alloys. It spins slowly and erratically, end-to-end, in a state of catastrophic failure. Its massive solar panels shatter into countless crystalline shards that drift away like frozen tears, catching the faint, cold glow of a distant sun and revealing sparkling, frayed internal wiring. As the camera continues to pull back to an extreme wide shot, Jupiter's vast, stormy backdrop is revealed, its turbulent clouds swirling in shades of deep ochre, cream, and intense red, the Great Red Spot like a vast, unblinking eye. The scene is illuminated by a harsh directional light from a distant sun, casting harsh highlights and deep, cavernous shadows on the probe's alien form, while the planet itself casts a faint, ominous, reddish-orange glow across its belly, creating a sublime and terrifying atmosphere of cosmic isolation and magnificent decay.", + "seed": 16014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_852_seed_16014_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08275853246450424, + "vlm_logprob": -0.08275853246450424, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.08275853246450424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06479591876268387 + ], + "opposite_logprob_tokens": [ + -2.814795970916748 + ], + "logprob_reward": -0.06479591876268387, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06479591876268387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1997063308954239, + 0.1173175498843193, + 0.12509599328041077, + 0.02762589603662491, + 0.13700424134731293, + 0.10677400976419449, + 0.09041449427604675, + 0.08604659885168076, + 0.06441593915224075, + 0.04559899494051933 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.06479591876268387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381026953458786 + ], + "opposite_logprob_tokens": [ + -3.651381015777588 + ], + "logprob_reward": -0.026381026953458786, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381026953458786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574712336063385, + 0.05996783450245857, + 0.2276964783668518, + 0.021973907947540283, + 0.10497758537530899, + 0.09161641448736191, + 0.05752837657928467, + 0.0806703269481659, + 0.0542571023106575, + 0.04384075105190277 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.026381026953458786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296535283327103 + ], + "opposite_logprob_tokens": [ + -2.2379653453826904 + ], + "logprob_reward": -0.11296535283327103, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296535283327103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21458174288272858, + 0.08994773030281067, + 0.049984563142061234, + 0.06972689181566238, + 0.18258734047412872, + 0.07072968780994415, + 0.1985398232936859, + 0.04062335565686226, + 0.05020948871970177, + 0.033069439232349396 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.11296535283327103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802139848470688 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802139848470688, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802139848470688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3898678719997406, + 0.06459652632474899, + 0.21997994184494019, + 0.023868680000305176, + 0.05913534015417099, + 0.02744678221642971, + 0.07947318255901337, + 0.04005545377731323, + 0.02433645725250244, + 0.07123977690935135 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.029802139848470688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984822392463684 + ], + "opposite_logprob_tokens": [ + -1.8048481941223145 + ], + "logprob_reward": -0.17984822392463684, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984822392463684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3261156976222992, + 0.1391010731458664, + 0.17173098027706146, + 0.043715860694646835, + 0.047241393476724625, + 0.07482986152172089, + 0.05345138534903526, + 0.05462601035833359, + 0.05240780860185623, + 0.03677994757890701 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.17984822392463684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, majestic wide shot begins, the camera slowly arcing and pulling back to reveal a complex deep-space probe tumbling uncontrollably in the silent void. The probe's design is a terrifyingly beautiful spectacle, reminiscent of H. R. Giger, composed of a ribbed, skeletal biomechanical structure that fuses polished obsidian-like chitin with dark, visceral sinew and metal alloys. It spins slowly and erratically, end-to-end, in a state of catastrophic failure. Its massive solar panels shatter into countless crystalline shards that drift away like frozen tears, catching the faint, cold glow of a distant sun and revealing sparkling, frayed internal wiring. As the camera continues to pull back to an extreme wide shot, Jupiter's vast, stormy backdrop is revealed, its turbulent clouds swirling in shades of deep ochre, cream, and intense red, the Great Red Spot like a vast, unblinking eye. The scene is illuminated by a harsh directional light from a distant sun, casting harsh highlights and deep, cavernous shadows on the probe's alien form, while the planet itself casts a faint, ominous, reddish-orange glow across its belly, creating a sublime and terrifying atmosphere of cosmic isolation and magnificent decay.", + "seed": 16015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_15/index_852_seed_16015_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16256842166185378, + "vlm_logprob": -0.16256842166185378, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.16256842166185378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5253169536590576 + ], + "opposite_logprob_tokens": [ + -0.9003169536590576 + ], + "logprob_reward": -0.5253169536590576, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5253169536590576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08152295649051666, + 0.24885906279087067, + 0.051024988293647766, + 0.09114587306976318, + 0.08385948836803436, + 0.21697498857975006, + 0.038434237241744995, + 0.045122966170310974, + 0.04180866852402687, + 0.10124681890010834 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.5253169536590576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05504930019378662 + ], + "opposite_logprob_tokens": [ + -2.930049419403076 + ], + "logprob_reward": -0.05504930019378662, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05504930019378662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08776573836803436, + 0.1972251683473587, + 0.057866476476192474, + 0.09914674609899521, + 0.09869159013032913, + 0.19984665513038635, + 0.0350634939968586, + 0.032125480473041534, + 0.06781809031963348, + 0.12445058673620224 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.05504930019378662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037167370319366 + ], + "opposite_logprob_tokens": [ + -2.3503715991973877 + ], + "logprob_reward": -0.10037167370319366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037167370319366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08750211447477341, + 0.22797727584838867, + 0.09334946423768997, + 0.14298230409622192, + 0.05235152691602707, + 0.20960180461406708, + 0.036861781030893326, + 0.04068823903799057, + 0.0427115224301815, + 0.06597393751144409 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.10037167370319366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307333379983902 + ], + "opposite_logprob_tokens": [ + -3.1680734157562256 + ], + "logprob_reward": -0.04307333379983902, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307333379983902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0744388997554779, + 0.1032574474811554, + 0.1632889360189438, + 0.14439482986927032, + 0.08346440643072128, + 0.09194758534431458, + 0.055211953818798065, + 0.03883843496441841, + 0.06333528459072113, + 0.18182221055030823 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.04307333379983902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a deep-space probe with a ribbed, skeletal biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the probe's material composed of polished obsidian-like chitin, dark sinew, and metal alloys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the probe's massive solar panels shattering into crystalline shards that drift away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background Jupiter with turbulent clouds in shades of deep ochre, cream, and intense red, including the Great Red Spot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly arc and pull back to an extreme wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903084695339203 + ], + "opposite_logprob_tokens": [ + -2.4640307426452637 + ], + "logprob_reward": -0.08903084695339203, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903084695339203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1177501380443573, + 0.09904474765062332, + 0.047901079058647156, + 0.08620777726173401, + 0.0514192059636116, + 0.19013170897960663, + 0.08692018687725067, + 0.08052447438240051, + 0.20253057777881622, + 0.03757009282708168 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.08903084695339203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_tensor([2294, 2294])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_tensor([2294, 2294])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d9773551a9dc66169110cfb3334c968848c613ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_tensor([2294, 2294])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing tracking shot, tilted slightly upward, draws the viewer into a bottomless, dark universe or mysterious deep sea, surrounded by a shimmering, ethereal aura. At the center of the frame, a mountain-sized sea anemone buds, its closed form resembling the heart of a sleeping star. Its surface possesses a translucent jade texture, and a soft glow pulsates faintly within. As the camera steadily approaches, the giant anemone suddenly and suddenly blossoms, imbued with the grand, fantastical aesthetic of The Legend of Shu: countless crystal-clear tentacles gracefully and swiftly unfurl, each emanating a rainbow spectrum, smoothly transitioning from deep indigo and mysterious violet to brilliant turquoise and warm gold, its surface shimmering with stardust-like specks of light. These radiant tentacles danced in all directions as smoothly as silk, stirring up the surrounding immortal energy and forming a dreamy vortex of light and shadow. The sacred light emanating from its core illuminated the void, creating a solemn, vast and fantastical atmosphere full of miracles of life.", + "seed": 3872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_2294_seed_3872_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034061057935468854, + "vlm_logprob": -0.034061057935468854, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.034061057935468854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05557401850819588 + ], + "opposite_logprob_tokens": [ + -2.9305739402770996 + ], + "logprob_reward": -0.05557401850819588, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05557401850819588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2916004955768585, + 0.0648440346121788, + 0.10402878373861313, + 0.03854166343808174, + 0.16757699847221375, + 0.04819386079907417, + 0.034774381667375565, + 0.029241139069199562, + 0.04213544353842735, + 0.17906321585178375 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.05557401850819588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031966085080057383 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031966085080057383, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031966085080057383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22133401036262512, + 0.11471065878868103, + 0.1346774399280548, + 0.08707829564809799, + 0.1798318326473236, + 0.030594823881983757, + 0.031484153121709824, + 0.052104100584983826, + 0.045698970556259155, + 0.10248564183712006 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0031966085080057383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001945747178979218 + ], + "opposite_logprob_tokens": [ + -6.251945972442627 + ], + "logprob_reward": -0.001945747178979218, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001945747178979218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21602259576320648, + 0.07316107302904129, + 0.05732985585927963, + 0.08610276877880096, + 0.08283104002475739, + 0.050215739756822586, + 0.05200572311878204, + 0.033549025654792786, + 0.07007460296154022, + 0.2787075340747833 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.001945747178979218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585225895047188 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.020585225895047188, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585225895047188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07778420299291611, + 0.08782712370157242, + 0.1791473925113678, + 0.054848503321409225, + 0.0859614834189415, + 0.06903597712516785, + 0.04627227038145065, + 0.07915379852056503, + 0.23819804191589355, + 0.08177124708890915 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.020585225895047188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900368958711624 + ], + "opposite_logprob_tokens": [ + -2.464003801345825 + ], + "logprob_reward": -0.08900368958711624, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900368958711624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14743345975875854, + 0.13219526410102844, + 0.08335725218057632, + 0.07872239500284195, + 0.14980173110961914, + 0.08962804079055786, + 0.048658646643161774, + 0.029437828809022903, + 0.11514424532651901, + 0.12562109529972076 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.08900368958711624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing tracking shot, tilted slightly upward, draws the viewer into a bottomless, dark universe or mysterious deep sea, surrounded by a shimmering, ethereal aura. At the center of the frame, a mountain-sized sea anemone buds, its closed form resembling the heart of a sleeping star. Its surface possesses a translucent jade texture, and a soft glow pulsates faintly within. As the camera steadily approaches, the giant anemone suddenly and suddenly blossoms, imbued with the grand, fantastical aesthetic of The Legend of Shu: countless crystal-clear tentacles gracefully and swiftly unfurl, each emanating a rainbow spectrum, smoothly transitioning from deep indigo and mysterious violet to brilliant turquoise and warm gold, its surface shimmering with stardust-like specks of light. These radiant tentacles danced in all directions as smoothly as silk, stirring up the surrounding immortal energy and forming a dreamy vortex of light and shadow. The sacred light emanating from its core illuminated the void, creating a solemn, vast and fantastical atmosphere full of miracles of life.", + "seed": 3873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_2294_seed_3873_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0341487396042794, + "vlm_logprob": -0.0341487396042794, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.0341487396042794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05642841383814812 + ], + "opposite_logprob_tokens": [ + -2.9314284324645996 + ], + "logprob_reward": -0.05642841383814812, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05642841383814812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23887357115745544, + 0.06663786619901657, + 0.056434739381074905, + 0.055809032171964645, + 0.17714184522628784, + 0.055024709552526474, + 0.04765312746167183, + 0.1814766824245453, + 0.055503517389297485, + 0.06544490158557892 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.05642841383814812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197915619239211 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.003197915619239211, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197915619239211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14584311842918396, + 0.044649556279182434, + 0.03295759856700897, + 0.06481031328439713, + 0.09874013811349869, + 0.16652415692806244, + 0.19709421694278717, + 0.17956064641475677, + 0.04106774181127548, + 0.028752503916621208 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.003197915619239211 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022023487836122513 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022023487836122513, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022023487836122513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11354964226484299, + 0.03589068353176117, + 0.031412094831466675, + 0.04645854979753494, + 0.10632133483886719, + 0.10912951827049255, + 0.07200927287340164, + 0.1574951410293579, + 0.23978592455387115, + 0.08794784545898438 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0022023487836122513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13624198734760284, + 0.12294402718544006, + 0.06618905067443848, + 0.03423301875591278, + 0.06232667341828346, + 0.09298516064882278, + 0.13632838428020477, + 0.16509974002838135, + 0.09305836260318756, + 0.09059356898069382 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.008640285581350327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027473419904709 + ], + "opposite_logprob_tokens": [ + -2.3502748012542725 + ], + "logprob_reward": -0.10027473419904709, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027473419904709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09604599326848984, + 0.03229416906833649, + 0.06160843372344971, + 0.052269916981458664, + 0.08689948171377182, + 0.12403443455696106, + 0.10499519109725952, + 0.21925126016139984, + 0.10086004436016083, + 0.12174107879400253 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.10027473419904709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing tracking shot, tilted slightly upward, draws the viewer into a bottomless, dark universe or mysterious deep sea, surrounded by a shimmering, ethereal aura. At the center of the frame, a mountain-sized sea anemone buds, its closed form resembling the heart of a sleeping star. Its surface possesses a translucent jade texture, and a soft glow pulsates faintly within. As the camera steadily approaches, the giant anemone suddenly and suddenly blossoms, imbued with the grand, fantastical aesthetic of The Legend of Shu: countless crystal-clear tentacles gracefully and swiftly unfurl, each emanating a rainbow spectrum, smoothly transitioning from deep indigo and mysterious violet to brilliant turquoise and warm gold, its surface shimmering with stardust-like specks of light. These radiant tentacles danced in all directions as smoothly as silk, stirring up the surrounding immortal energy and forming a dreamy vortex of light and shadow. The sacred light emanating from its core illuminated the void, creating a solemn, vast and fantastical atmosphere full of miracles of life.", + "seed": 3874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_2294_seed_3874_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024819523887708785, + "vlm_logprob": -0.024819523887708785, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.024819523887708785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024111725389957428 + ], + "opposite_logprob_tokens": [ + -3.774111747741699 + ], + "logprob_reward": -0.024111725389957428, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024111725389957428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.340160071849823, + 0.0653296634554863, + 0.03393225371837616, + 0.03353111073374748, + 0.19217926263809204, + 0.0523301437497139, + 0.0745169073343277, + 0.08597433567047119, + 0.08249537646770477, + 0.039550814777612686 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.024111725389957428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23454533517360687, + 0.06394834816455841, + 0.058216873556375504, + 0.058028820902109146, + 0.0513312965631485, + 0.08412646502256393, + 0.16449807584285736, + 0.034785520285367966, + 0.1143098920583725, + 0.1362093985080719 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004640643019229174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199494047090411 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.002199494047090411, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199494047090411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2144460678100586, + 0.08673533797264099, + 0.02902529202401638, + 0.06906279176473618, + 0.08060143887996674, + 0.12912356853485107, + 0.1300528347492218, + 0.11665560305118561, + 0.09271282702684402, + 0.05158417671918869 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.002199494047090411 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419894304126501 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419894304126501, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419894304126501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34384626150131226, + 0.09553983062505722, + 0.06054617464542389, + 0.0434480644762516, + 0.037330131977796555, + 0.1298595368862152, + 0.12825831770896912, + 0.03290659561753273, + 0.06328978389501572, + 0.06497533619403839 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01419894304126501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894681394100189 + ], + "opposite_logprob_tokens": [ + -2.578946828842163 + ], + "logprob_reward": -0.07894681394100189, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894681394100189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1261642575263977, + 0.06260494887828827, + 0.032380737364292145, + 0.060646526515483856, + 0.19171975553035736, + 0.1829502284526825, + 0.13479845225811005, + 0.048291828483343124, + 0.05659041181206703, + 0.10385280847549438 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.07894681394100189 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing tracking shot, tilted slightly upward, draws the viewer into a bottomless, dark universe or mysterious deep sea, surrounded by a shimmering, ethereal aura. At the center of the frame, a mountain-sized sea anemone buds, its closed form resembling the heart of a sleeping star. Its surface possesses a translucent jade texture, and a soft glow pulsates faintly within. As the camera steadily approaches, the giant anemone suddenly and suddenly blossoms, imbued with the grand, fantastical aesthetic of The Legend of Shu: countless crystal-clear tentacles gracefully and swiftly unfurl, each emanating a rainbow spectrum, smoothly transitioning from deep indigo and mysterious violet to brilliant turquoise and warm gold, its surface shimmering with stardust-like specks of light. These radiant tentacles danced in all directions as smoothly as silk, stirring up the surrounding immortal energy and forming a dreamy vortex of light and shadow. The sacred light emanating from its core illuminated the void, creating a solemn, vast and fantastical atmosphere full of miracles of life.", + "seed": 3875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_2/index_2294_seed_3875_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026446583308279516, + "vlm_logprob": -0.026446583308279516, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.026446583308279516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039128974080085754 + ], + "opposite_logprob_tokens": [ + -3.2891290187835693 + ], + "logprob_reward": -0.039128974080085754, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039128974080085754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11942104250192642, + 0.1485568881034851, + 0.08382285386323929, + 0.28641045093536377, + 0.05006543546915054, + 0.04478747025132179, + 0.15367233753204346, + 0.04212205484509468, + 0.025565624237060547, + 0.045575834810733795 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.039128974080085754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809821978211403 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809821978211403, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809821978211403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029205571860074997, + 0.063913494348526, + 0.04404468834400177, + 0.4371509552001953, + 0.02606963738799095, + 0.21988961100578308, + 0.09845592081546783, + 0.021064607426524162, + 0.04412107542157173, + 0.01608451083302498 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.03809821978211403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256996490061283 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005256996490061283, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256996490061283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0579795278608799, + 0.09252887219190598, + 0.039502210915088654, + 0.09222247451543808, + 0.03939982131123543, + 0.28486743569374084, + 0.08280300348997116, + 0.1009487435221672, + 0.16449084877967834, + 0.0452570803463459 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.005256996490061283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09413626790046692, + 0.1804235726594925, + 0.2554321885108948, + 0.0845644548535347, + 0.08425445854663849, + 0.07346359640359879, + 0.09013716131448746, + 0.06679832190275192, + 0.045880913734436035, + 0.0249090064316988 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a mountain-sized sea anemone with a translucent jade texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the anemone start in a closed form resembling a sleeping star and then suddenly blossom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless crystal-clear tentacles unfurl from the anemone, displaying a rainbow spectrum from indigo/violet to turquoise/gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a bottomless dark universe or deep sea with a shimmering ethereal aura?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slowly advancing tracking shot that is tilted slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336797721683979 + ], + "opposite_logprob_tokens": [ + -3.408679723739624 + ], + "logprob_reward": -0.0336797721683979, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336797721683979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03921721875667572, + 0.06586145609617233, + 0.016396785154938698, + 0.08569212257862091, + 0.05282338708639145, + 0.3412283658981323, + 0.1987900584936142, + 0.07659101486206055, + 0.09377092123031616, + 0.029628688469529152 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.0336797721683979 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_tensor([8539, 8539])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_tensor([8539, 8539])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d82213c513bc854833832033481d1d33756ff0df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_tensor([8539, 8539])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a fluid and elegant 360-degree panning shot, the image begins with a close-up of the muzzle of a Beretta 687 hunting rifle, a thin, curling plume of bluish-gray smoke rising upward. The gun's metal receiver, engraved with an intricate European scroll pattern, reflects a restrained silver luster in the warm, slanting golden sunlight of an autumn afternoon. The stock and handguard are crafted from deep-grained walnut, finished with a smooth, oil-waxed finish that imparts a warm reddish-brown hue. As the camera steadily pans backward and around the subject, we see the gun resting on an unseen stand against a vast, pastoral backdrop: golden grass undulating in the wind, and fallen leaves in ochre and crimson scattered across the ground. At that moment, a freshly fired projectile traces a nearly invisible, shimmering metallic trail through the air. It doesn't fly in a straight line, but rather, mid-flight, strikes an invisible, hard object at high speed, rebounding and changing direction. It ultimately strikes a weathered, round metal bull's eye in the distance at a treacherous angle, leaving a tiny, gleaming dent in the impact. The entire scene is bathed in a soft, warm light, with elongated shadows stretching across the ground, creating an atmosphere of tranquility, concentration, and a rustic feel, perfectly capturing the power and precision of this moment.", + "seed": 27546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_8539_seed_27546_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06517097065225244, + "vlm_logprob": -0.06517097065225244, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06517097065225244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08975089341402054 + ], + "opposite_logprob_tokens": [ + -2.4647510051727295 + ], + "logprob_reward": -0.08975089341402054, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08975089341402054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13129793107509613, + 0.044534821063280106, + 0.17321577668190002, + 0.05468341335654259, + 0.07263399660587311, + 0.10279537737369537, + 0.09755546599626541, + 0.11456221342086792, + 0.12045259028673172, + 0.08826842904090881 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.08975089341402054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370801359415054 + ], + "opposite_logprob_tokens": [ + -3.408708095550537 + ], + "logprob_reward": -0.03370801359415054, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370801359415054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2599416673183441, + 0.17673952877521515, + 0.14857028424739838, + 0.05788575857877731, + 0.06766781955957413, + 0.05270407348871231, + 0.04158390313386917, + 0.037753667682409286, + 0.062159907072782516, + 0.09499340504407883 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03370801359415054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427963227033615 + ], + "opposite_logprob_tokens": [ + -2.017796277999878 + ], + "logprob_reward": -0.1427963227033615, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427963227033615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2051638513803482, + 0.11573527008295059, + 0.04501684755086899, + 0.0315670371055603, + 0.09777858853340149, + 0.09772829711437225, + 0.14608986675739288, + 0.19292400777339935, + 0.03455282747745514, + 0.033443424850702286 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.1427963227033615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496467649936676 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496467649936676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496467649936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14614276587963104, + 0.052526626735925674, + 0.1174817755818367, + 0.06117594614624977, + 0.16051895916461945, + 0.07964131236076355, + 0.10979824513196945, + 0.10824929177761078, + 0.05108439549803734, + 0.11338071525096893 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.05496467649936676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3870086073875427, + 0.10587716847658157, + 0.10916715860366821, + 0.09876405447721481, + 0.047958891838788986, + 0.04722030460834503, + 0.07210943847894669, + 0.04907606914639473, + 0.042773641645908356, + 0.040044620633125305 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004634947050362825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid and elegant 360-degree panning shot, the image begins with a close-up of the muzzle of a Beretta 687 hunting rifle, a thin, curling plume of bluish-gray smoke rising upward. The gun's metal receiver, engraved with an intricate European scroll pattern, reflects a restrained silver luster in the warm, slanting golden sunlight of an autumn afternoon. The stock and handguard are crafted from deep-grained walnut, finished with a smooth, oil-waxed finish that imparts a warm reddish-brown hue. As the camera steadily pans backward and around the subject, we see the gun resting on an unseen stand against a vast, pastoral backdrop: golden grass undulating in the wind, and fallen leaves in ochre and crimson scattered across the ground. At that moment, a freshly fired projectile traces a nearly invisible, shimmering metallic trail through the air. It doesn't fly in a straight line, but rather, mid-flight, strikes an invisible, hard object at high speed, rebounding and changing direction. It ultimately strikes a weathered, round metal bull's eye in the distance at a treacherous angle, leaving a tiny, gleaming dent in the impact. The entire scene is bathed in a soft, warm light, with elongated shadows stretching across the ground, creating an atmosphere of tranquility, concentration, and a rustic feel, perfectly capturing the power and precision of this moment.", + "seed": 27547, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_8539_seed_27547_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05627076793462038, + "vlm_logprob": -0.05627076793462038, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05627076793462038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030014675110578537 + ], + "opposite_logprob_tokens": [ + -3.530014753341675 + ], + "logprob_reward": -0.030014675110578537, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030014675110578537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11796985566616058, + 0.04799719899892807, + 0.026001429185271263, + 0.02734222821891308, + 0.05527626723051071, + 0.07993950694799423, + 0.0531608946621418, + 0.1161578893661499, + 0.4008699059486389, + 0.07528480142354965 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.030014675110578537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782234206795692 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782234206795692, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782234206795692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06455237418413162, + 0.04925629496574402, + 0.12773218750953674, + 0.04627147316932678, + 0.07278642803430557, + 0.06567356735467911, + 0.044516853988170624, + 0.02849634923040867, + 0.4711996614933014, + 0.029514698311686516 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.009782234206795692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152559876441956 + ], + "opposite_logprob_tokens": [ + -1.7015255689620972 + ], + "logprob_reward": -0.20152559876441956, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152559876441956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15843579173088074, + 0.037448834627866745, + 0.049605462700128555, + 0.0879390686750412, + 0.1258745789527893, + 0.10245421528816223, + 0.09214827418327332, + 0.06308265775442123, + 0.2383265346288681, + 0.04468453302979469 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.20152559876441956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809557855129242 + ], + "opposite_logprob_tokens": [ + -3.288095474243164 + ], + "logprob_reward": -0.03809557855129242, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809557855129242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07057030498981476, + 0.05029955878853798, + 0.10758426040410995, + 0.26272064447402954, + 0.1700173020362854, + 0.0562865324318409, + 0.04436667263507843, + 0.04260967671871185, + 0.10458201915025711, + 0.09096293896436691 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.03809557855129242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019357530400156975 + ], + "opposite_logprob_tokens": [ + -6.251935958862305 + ], + "logprob_reward": -0.0019357530400156975, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019357530400156975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13676689565181732, + 0.07834043353796005, + 0.08481241017580032, + 0.10262694954872131, + 0.2988503873348236, + 0.04873408004641533, + 0.03238555043935776, + 0.0408916100859642, + 0.12725675106048584, + 0.049334924668073654 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0019357530400156975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid and elegant 360-degree panning shot, the image begins with a close-up of the muzzle of a Beretta 687 hunting rifle, a thin, curling plume of bluish-gray smoke rising upward. The gun's metal receiver, engraved with an intricate European scroll pattern, reflects a restrained silver luster in the warm, slanting golden sunlight of an autumn afternoon. The stock and handguard are crafted from deep-grained walnut, finished with a smooth, oil-waxed finish that imparts a warm reddish-brown hue. As the camera steadily pans backward and around the subject, we see the gun resting on an unseen stand against a vast, pastoral backdrop: golden grass undulating in the wind, and fallen leaves in ochre and crimson scattered across the ground. At that moment, a freshly fired projectile traces a nearly invisible, shimmering metallic trail through the air. It doesn't fly in a straight line, but rather, mid-flight, strikes an invisible, hard object at high speed, rebounding and changing direction. It ultimately strikes a weathered, round metal bull's eye in the distance at a treacherous angle, leaving a tiny, gleaming dent in the impact. The entire scene is bathed in a soft, warm light, with elongated shadows stretching across the ground, creating an atmosphere of tranquility, concentration, and a rustic feel, perfectly capturing the power and precision of this moment.", + "seed": 27548, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_8539_seed_27548_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07450463185086846, + "vlm_logprob": -0.07450463185086846, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07450463185086846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04899286851286888 + ], + "opposite_logprob_tokens": [ + -3.048992872238159 + ], + "logprob_reward": -0.04899286851286888, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04899286851286888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08034545928239822, + 0.08026523888111115, + 0.16046752035617828, + 0.029610950499773026, + 0.23309727013111115, + 0.1841133087873459, + 0.053654514253139496, + 0.044887516647577286, + 0.04113594815135002, + 0.092422254383564 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.04899286851286888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2544897198677063, + 0.3586444556713104, + 0.08450420200824738, + 0.021803203970193863, + 0.06899777799844742, + 0.02052665874361992, + 0.030548078939318657, + 0.06092599034309387, + 0.023240868002176285, + 0.07631904631853104 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018189294263720512 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204968452453613 + ], + "opposite_logprob_tokens": [ + -1.5020496845245361 + ], + "logprob_reward": -0.25204968452453613, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204968452453613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09620734304189682, + 0.07503706961870193, + 0.24685347080230713, + 0.07597754895687103, + 0.05243229866027832, + 0.09508441388607025, + 0.0611688494682312, + 0.2132147252559662, + 0.0426931269466877, + 0.04133119806647301 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.25204968452453613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865909367799759 + ], + "opposite_logprob_tokens": [ + -3.048659086227417 + ], + "logprob_reward": -0.04865909367799759, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865909367799759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09306638687849045, + 0.09580568969249725, + 0.09687747806310654, + 0.02151494473218918, + 0.21981054544448853, + 0.05261089652776718, + 0.03560126572847366, + 0.09639128297567368, + 0.07736549526453018, + 0.21095597743988037 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.04865909367799759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632218275219202 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004632218275219202, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632218275219202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1227010115981102, + 0.1403384655714035, + 0.22680716216564178, + 0.03794405981898308, + 0.08187906444072723, + 0.2024710774421692, + 0.042648766189813614, + 0.024298623204231262, + 0.034050893038511276, + 0.08686089515686035 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.004632218275219202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid and elegant 360-degree panning shot, the image begins with a close-up of the muzzle of a Beretta 687 hunting rifle, a thin, curling plume of bluish-gray smoke rising upward. The gun's metal receiver, engraved with an intricate European scroll pattern, reflects a restrained silver luster in the warm, slanting golden sunlight of an autumn afternoon. The stock and handguard are crafted from deep-grained walnut, finished with a smooth, oil-waxed finish that imparts a warm reddish-brown hue. As the camera steadily pans backward and around the subject, we see the gun resting on an unseen stand against a vast, pastoral backdrop: golden grass undulating in the wind, and fallen leaves in ochre and crimson scattered across the ground. At that moment, a freshly fired projectile traces a nearly invisible, shimmering metallic trail through the air. It doesn't fly in a straight line, but rather, mid-flight, strikes an invisible, hard object at high speed, rebounding and changing direction. It ultimately strikes a weathered, round metal bull's eye in the distance at a treacherous angle, leaving a tiny, gleaming dent in the impact. The entire scene is bathed in a soft, warm light, with elongated shadows stretching across the ground, creating an atmosphere of tranquility, concentration, and a rustic feel, perfectly capturing the power and precision of this moment.", + "seed": 27549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_3/index_8539_seed_27549_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03689733417704701, + "vlm_logprob": -0.03689733417704701, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03689733417704701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038847047835588455 + ], + "opposite_logprob_tokens": [ + -3.288846969604492 + ], + "logprob_reward": -0.038847047835588455, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038847047835588455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023396287113428116, + 0.014767304062843323, + 0.03134116902947426, + 0.02291960082948208, + 0.5533250570297241, + 0.017787296324968338, + 0.03831427916884422, + 0.06134727597236633, + 0.04383120313286781, + 0.19297052919864655 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.038847047835588455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303447291254997 + ], + "opposite_logprob_tokens": [ + -3.773303508758545 + ], + "logprob_reward": -0.023303447291254997, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303447291254997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025638770312070847, + 0.03541044145822525, + 0.18027469515800476, + 0.06768099963665009, + 0.3765805661678314, + 0.017277736216783524, + 0.042467813938856125, + 0.03281952068209648, + 0.05033642426133156, + 0.17151302099227905 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.023303447291254997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897985726594925 + ], + "opposite_logprob_tokens": [ + -2.578979969024658 + ], + "logprob_reward": -0.07897985726594925, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897985726594925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03205196186900139, + 0.047345615923404694, + 0.051336485892534256, + 0.027721131220459938, + 0.41679322719573975, + 0.037601057440042496, + 0.06455250829458237, + 0.010256845504045486, + 0.03491201251745224, + 0.27742916345596313 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.07897985726594925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381077416241169 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.0381077416241169, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381077416241169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00820550974458456, + 0.015081614255905151, + 0.014716537669301033, + 0.013395586982369423, + 0.8006570935249329, + 0.011914736591279507, + 0.016379080712795258, + 0.03221062943339348, + 0.02143533155322075, + 0.06600397080183029 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.0381077416241169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Beretta 687 hunting rifle with a muzzle, metal receiver, and walnut stock visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a thin, curling plume of bluish-gray smoke rising from the rifle's muzzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree pan that starts with a close-up and moves backward and around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a projectile visible tracing a shimmering metallic trail that strikes an object and rebounds before hitting a distant metal bull's eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast pastoral scene with golden grass and fallen leaves in ochre and crimson under warm sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248576868325472 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248576868325472, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248576868325472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058795008808374405, + 0.06307215243577957, + 0.07111924141645432, + 0.04534084349870682, + 0.29748785495758057, + 0.027887824922800064, + 0.08581767231225967, + 0.048624273389577866, + 0.07897917181253433, + 0.22287598252296448 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.005248576868325472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_tensor([8058, 8058])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_tensor([8058, 8058])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4d491ed64fd7d6a8074e2b5643af9fd6b4567aa4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_tensor([8058, 8058])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a warm, Studio Ghibli-inspired style, a steady, eye-level, medium tracking shot follows a young woman as she carefully crosses a sun-dappled cobblestone street. Her dark brown hair is pulled back in a simple, loose braid, resting on the shoulders of a cream cotton shirt. With gentle focus, she pedals steadily and deliberately on a classic Dutch freight tricycle, its light blue frame showing subtle, charming signs of wear. The large wooden cargo box out front is filled with a vibrant, picturesque display of fresh produce and flowers; vibrant yellow sunflowers and purple lavender stalks jut out from between heads of crisp green lettuce, bright red tomatoes, and round onions. As the tricycle moves, its wheels clattering gently against the uneven, mossy cobblestones, the camera sliding parallel to it, capturing the shifting patterns of golden light filtering through the leaves of the trees overhead. The setting shows a quaint storybook town square with half-timbered buildings, terracotta roofs, and window boxes blooming with geraniums, while the other gentle townspeople—an elderly couple walking arm in arm, a baker dusting flour from his apron—add to the scene’s serene, painterly atmosphere of peaceful daily life.", + "seed": 7663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_8058_seed_7663_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02445480301976204, + "vlm_logprob": -0.02445480301976204, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02445480301976204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020933521911501884 + ], + "opposite_logprob_tokens": [ + -3.8959336280822754 + ], + "logprob_reward": -0.020933521911501884, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020933521911501884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45698434114456177, + 0.06750068068504333, + 0.07987165451049805, + 0.08323673903942108, + 0.04575791209936142, + 0.036502934992313385, + 0.06980141997337341, + 0.04364531487226486, + 0.049678049981594086, + 0.06702093034982681 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.020933521911501884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11706484854221344, + 0.11516495048999786, + 0.07245195657014847, + 0.0663546472787857, + 0.11517121642827988, + 0.07323933392763138, + 0.12571702897548676, + 0.1280413419008255, + 0.08499501645565033, + 0.1017996296286583 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947629921138287 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947629921138287, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947629921138287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10810765624046326, + 0.12733051180839539, + 0.08842730522155762, + 0.09360302984714508, + 0.12194127589464188, + 0.1802196204662323, + 0.07196101546287537, + 0.08429165184497833, + 0.04608989506959915, + 0.07802803069353104 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.005947629921138287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866056889295578 + ], + "opposite_logprob_tokens": [ + -3.0486605167388916 + ], + "logprob_reward": -0.04866056889295578, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866056889295578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3213375508785248, + 0.14379815757274628, + 0.05308947339653969, + 0.06951763480901718, + 0.06102458015084267, + 0.0905480831861496, + 0.056408002972602844, + 0.05293065309524536, + 0.03475005179643631, + 0.1165957972407341 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04866056889295578 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808066248893738 + ], + "opposite_logprob_tokens": [ + -3.2880806922912598 + ], + "logprob_reward": -0.03808066248893738, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808066248893738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12950468063354492, + 0.15004752576351166, + 0.06853505969047546, + 0.06975845247507095, + 0.1100425198674202, + 0.11657790094614029, + 0.05144117400050163, + 0.08219818025827408, + 0.1033935621380806, + 0.1185009554028511 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03808066248893738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Studio Ghibli-inspired style, a steady, eye-level, medium tracking shot follows a young woman as she carefully crosses a sun-dappled cobblestone street. Her dark brown hair is pulled back in a simple, loose braid, resting on the shoulders of a cream cotton shirt. With gentle focus, she pedals steadily and deliberately on a classic Dutch freight tricycle, its light blue frame showing subtle, charming signs of wear. The large wooden cargo box out front is filled with a vibrant, picturesque display of fresh produce and flowers; vibrant yellow sunflowers and purple lavender stalks jut out from between heads of crisp green lettuce, bright red tomatoes, and round onions. As the tricycle moves, its wheels clattering gently against the uneven, mossy cobblestones, the camera sliding parallel to it, capturing the shifting patterns of golden light filtering through the leaves of the trees overhead. The setting shows a quaint storybook town square with half-timbered buildings, terracotta roofs, and window boxes blooming with geraniums, while the other gentle townspeople—an elderly couple walking arm in arm, a baker dusting flour from his apron—add to the scene’s serene, painterly atmosphere of peaceful daily life.", + "seed": 7664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_8058_seed_7664_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025180979771539568, + "vlm_logprob": -0.025180979771539568, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.025180979771539568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0338822677731514 + ], + "opposite_logprob_tokens": [ + -3.4088823795318604 + ], + "logprob_reward": -0.0338822677731514, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0338822677731514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22964167594909668, + 0.04323609918355942, + 0.13043373823165894, + 0.014798121526837349, + 0.3319707214832306, + 0.10634857416152954, + 0.04359208419919014, + 0.01702871359884739, + 0.023956675082445145, + 0.058993615210056305 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0338822677731514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649268187582493 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649268187582493, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649268187582493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3197340667247772, + 0.045566774904727936, + 0.04475115239620209, + 0.038041017949581146, + 0.06567778438329697, + 0.24992218613624573, + 0.02489573508501053, + 0.034985627979040146, + 0.13285967707633972, + 0.043566007167100906 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.008649268187582493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010402749758213758 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010402749758213758, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010402749758213758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5026859045028687, + 0.05640845745801926, + 0.06695301830768585, + 0.014863199554383755, + 0.13215835392475128, + 0.04765954986214638, + 0.04352448880672455, + 0.016529439017176628, + 0.09117469936609268, + 0.028042858466506004 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0010402749758213758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337035171687603 + ], + "opposite_logprob_tokens": [ + -3.408703565597534 + ], + "logprob_reward": -0.0337035171687603, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337035171687603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5812073349952698, + 0.034679897129535675, + 0.12059751152992249, + 0.012679699808359146, + 0.05806981399655342, + 0.045308951288461685, + 0.017000330612063408, + 0.021579356864094734, + 0.07343621551990509, + 0.035440899431705475 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0337035171687603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862957075238228 + ], + "opposite_logprob_tokens": [ + -3.0486295223236084 + ], + "logprob_reward": -0.04862957075238228, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862957075238228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6475768089294434, + 0.05439387261867523, + 0.02773771807551384, + 0.02114742621779442, + 0.0894007459282875, + 0.08092967420816422, + 0.021227680146694183, + 0.008858766406774521, + 0.0295712910592556, + 0.019155913963913918 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04862957075238228 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Studio Ghibli-inspired style, a steady, eye-level, medium tracking shot follows a young woman as she carefully crosses a sun-dappled cobblestone street. Her dark brown hair is pulled back in a simple, loose braid, resting on the shoulders of a cream cotton shirt. With gentle focus, she pedals steadily and deliberately on a classic Dutch freight tricycle, its light blue frame showing subtle, charming signs of wear. The large wooden cargo box out front is filled with a vibrant, picturesque display of fresh produce and flowers; vibrant yellow sunflowers and purple lavender stalks jut out from between heads of crisp green lettuce, bright red tomatoes, and round onions. As the tricycle moves, its wheels clattering gently against the uneven, mossy cobblestones, the camera sliding parallel to it, capturing the shifting patterns of golden light filtering through the leaves of the trees overhead. The setting shows a quaint storybook town square with half-timbered buildings, terracotta roofs, and window boxes blooming with geraniums, while the other gentle townspeople—an elderly couple walking arm in arm, a baker dusting flour from his apron—add to the scene’s serene, painterly atmosphere of peaceful daily life.", + "seed": 7665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_8058_seed_7665_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05512022078037262, + "vlm_logprob": -0.05512022078037262, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05512022078037262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03409278392791748 + ], + "opposite_logprob_tokens": [ + -3.409092903137207 + ], + "logprob_reward": -0.03409278392791748, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03409278392791748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15450970828533173, + 0.05493199825286865, + 0.19666367769241333, + 0.13364097476005554, + 0.04747297987341881, + 0.08792708814144135, + 0.11430030316114426, + 0.0819610133767128, + 0.07165782153606415, + 0.05693443492054939 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03409278392791748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596787333488464 + ], + "opposite_logprob_tokens": [ + -3.895596742630005 + ], + "logprob_reward": -0.020596787333488464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596787333488464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13812518119812012, + 0.06712999194860458, + 0.13582445681095123, + 0.17125840485095978, + 0.06730803102254868, + 0.11844742298126221, + 0.06082983687520027, + 0.03680632635951042, + 0.11689543724060059, + 0.08737493306398392 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020596787333488464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11906284838914871, + 0.09623407572507858, + 0.2321544736623764, + 0.09899826347827911, + 0.08563866466283798, + 0.14938494563102722, + 0.059843093156814575, + 0.047587111592292786, + 0.03242039680480957, + 0.07867622375488281 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.016067545861005783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428237110376358 + ], + "opposite_logprob_tokens": [ + -2.0178236961364746 + ], + "logprob_reward": -0.1428237110376358, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428237110376358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10621032118797302, + 0.06643322855234146, + 0.3374131917953491, + 0.07222524285316467, + 0.1060418114066124, + 0.05131791532039642, + 0.09950805455446243, + 0.05238024890422821, + 0.04953424632549286, + 0.05893577262759209 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.1428237110376358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202027574181557 + ], + "opposite_logprob_tokens": [ + -2.8120203018188477 + ], + "logprob_reward": -0.06202027574181557, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202027574181557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11068113148212433, + 0.05600978061556816, + 0.30486181378364563, + 0.08788293600082397, + 0.0532294437289238, + 0.08398029208183289, + 0.030534513294696808, + 0.1645837128162384, + 0.03979478031396866, + 0.06844156235456467 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.06202027574181557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Studio Ghibli-inspired style, a steady, eye-level, medium tracking shot follows a young woman as she carefully crosses a sun-dappled cobblestone street. Her dark brown hair is pulled back in a simple, loose braid, resting on the shoulders of a cream cotton shirt. With gentle focus, she pedals steadily and deliberately on a classic Dutch freight tricycle, its light blue frame showing subtle, charming signs of wear. The large wooden cargo box out front is filled with a vibrant, picturesque display of fresh produce and flowers; vibrant yellow sunflowers and purple lavender stalks jut out from between heads of crisp green lettuce, bright red tomatoes, and round onions. As the tricycle moves, its wheels clattering gently against the uneven, mossy cobblestones, the camera sliding parallel to it, capturing the shifting patterns of golden light filtering through the leaves of the trees overhead. The setting shows a quaint storybook town square with half-timbered buildings, terracotta roofs, and window boxes blooming with geraniums, while the other gentle townspeople—an elderly couple walking arm in arm, a baker dusting flour from his apron—add to the scene’s serene, painterly atmosphere of peaceful daily life.", + "seed": 7666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_4/index_8058_seed_7666_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03060701647773385, + "vlm_logprob": -0.03060701647773385, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03060701647773385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04916924610733986 + ], + "opposite_logprob_tokens": [ + -3.0491693019866943 + ], + "logprob_reward": -0.04916924610733986, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04916924610733986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11660125851631165, + 0.08472997695207596, + 0.2176998406648636, + 0.04682927578687668, + 0.12387684732675552, + 0.02579832822084427, + 0.12210194766521454, + 0.08268861472606659, + 0.0941682979464531, + 0.08550558984279633 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.04916924610733986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067458986304700375 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.0067458986304700375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067458986304700375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06875983625650406, + 0.09733550250530243, + 0.2310561239719391, + 0.03553663566708565, + 0.10175096988677979, + 0.029500721022486687, + 0.061911094933748245, + 0.16639120876789093, + 0.14269904792308807, + 0.0650588721036911 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.0067458986304700375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19184626638889313, + 0.07020159810781479, + 0.06147243082523346, + 0.13749784231185913, + 0.07406075298786163, + 0.050538621842861176, + 0.12666389346122742, + 0.10014104843139648, + 0.09823969751596451, + 0.0893378034234047 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.004092651419341564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810097277164459 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810097277164459, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810097277164459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12331867218017578, + 0.04227174445986748, + 0.11333636939525604, + 0.053076740354299545, + 0.19456829130649567, + 0.03220031037926674, + 0.06253278255462646, + 0.07018822431564331, + 0.11518561094999313, + 0.19332119822502136 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.03810097277164459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a loose braid wearing a cream cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman riding a classic Dutch freight tricycle with a light blue frame and a large wooden cargo box filled with fresh produce and flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sun-dappled cobblestone street in a quaint town square featuring half-timbered buildings with terracotta roofs and window boxes blooming with geraniums?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are other townspeople visible, specifically an elderly couple walking arm in arm and a baker dusting flour from his apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a steady, eye-level, medium tracking shot that slides parallel to the tricycle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549263134598732 + ], + "opposite_logprob_tokens": [ + -2.9299263954162598 + ], + "logprob_reward": -0.0549263134598732, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549263134598732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08935721963644028, + 0.09114858508110046, + 0.3023834526538849, + 0.08157898485660553, + 0.1503228098154068, + 0.04924499988555908, + 0.05007744953036308, + 0.0437532477080822, + 0.07757274061441422, + 0.06456054747104645 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0549263134598732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_tensor([243, 243])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_tensor([243, 243])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..43e62e276bb1d2b0b08fd2fd4c478221a90fd479 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_tensor([243, 243])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, long shot, rising slowly from a low angle, slowly reveals a boundless, thick, swirling sea of clouds. Above this sea of frozen white, a massive wooden warship, carved with dragons, silently floats. Constructed of dark, weathered wood, the ship is covered in intricate, majestic relief carvings of oriental dragons. Its head gazes fiercely forward, its towering prow like the jaws of a behemoth. The ship remains almost motionless, only a few ancient flags fluttering gently from the towering masts in the breeze. As the sun sets, a massive sunset hangs high in the sky, its blazing golden backlight casting a dazzling, sacred silhouette across the ship, shrouding the camera-facing side in deep shadow. Yet, this golden light subtly brushes against the edges of the intricate dragon carvings, making them appear and disappear amidst the darkness, creating a striking sense of three-dimensionality. The afterglow of the setting sun dyed the top of the sea of clouds a warm orange-red, and the whole picture presented a solemn, tranquil and epic fantasy atmosphere, as if time had frozen at this moment.", + "seed": 16961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_243_seed_16961_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3529521596152335, + "vlm_logprob": -0.3529521596152335, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.3529521596152335, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6018844842910767 + ], + "opposite_logprob_tokens": [ + -0.22688448429107666 + ], + "logprob_reward": -1.6018844842910767, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6018844842910767, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.047286052256822586, + 0.027646152302622795, + 0.07161599397659302, + 0.02017519809305668, + 0.01672057993710041, + 0.015819065272808075, + 0.10640539973974228, + 0.6522070169448853, + 0.01943587325513363, + 0.022688662633299828 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -1.6018844842910767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211281567811966 + ], + "opposite_logprob_tokens": [ + -2.812112808227539 + ], + "logprob_reward": -0.06211281567811966, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211281567811966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0553814172744751, + 0.04125994071364403, + 0.0469897985458374, + 0.0368514284491539, + 0.047085557132959366, + 0.0237920880317688, + 0.07876584678888321, + 0.6207731366157532, + 0.02276918850839138, + 0.026331618428230286 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.06211281567811966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003259658813477 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003259658813477, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003259658813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03587360680103302, + 0.026637567207217216, + 0.06871812790632248, + 0.03356965258717537, + 0.041095320135354996, + 0.0341385081410408, + 0.06902225315570831, + 0.5196347832679749, + 0.0874667838215828, + 0.08384343236684799 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.07003259658813477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009232072625309229 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.0009232072625309229, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009232072625309229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028248310089111328, + 0.025880003347992897, + 0.07177267223596573, + 0.02041435055434704, + 0.020713917911052704, + 0.032317887991666794, + 0.10741571336984634, + 0.6594865322113037, + 0.019331399351358414, + 0.01441925298422575 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.0009232072625309229 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807694256305695 + ], + "opposite_logprob_tokens": [ + -3.5298078060150146 + ], + "logprob_reward": -0.029807694256305695, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807694256305695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042484138160943985, + 0.0394400879740715, + 0.0675826370716095, + 0.038765497505664825, + 0.03986813500523567, + 0.05983620136976242, + 0.06465118378400803, + 0.42272189259529114, + 0.10313382744789124, + 0.12151637673377991 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.029807694256305695 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long shot, rising slowly from a low angle, slowly reveals a boundless, thick, swirling sea of clouds. Above this sea of frozen white, a massive wooden warship, carved with dragons, silently floats. Constructed of dark, weathered wood, the ship is covered in intricate, majestic relief carvings of oriental dragons. Its head gazes fiercely forward, its towering prow like the jaws of a behemoth. The ship remains almost motionless, only a few ancient flags fluttering gently from the towering masts in the breeze. As the sun sets, a massive sunset hangs high in the sky, its blazing golden backlight casting a dazzling, sacred silhouette across the ship, shrouding the camera-facing side in deep shadow. Yet, this golden light subtly brushes against the edges of the intricate dragon carvings, making them appear and disappear amidst the darkness, creating a striking sense of three-dimensionality. The afterglow of the setting sun dyed the top of the sea of clouds a warm orange-red, and the whole picture presented a solemn, tranquil and epic fantasy atmosphere, as if time had frozen at this moment.", + "seed": 16962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_243_seed_16962_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15650337196420877, + "vlm_logprob": -0.15650337196420877, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.15650337196420877, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.694231390953064 + ], + "opposite_logprob_tokens": [ + -0.694231390953064 + ], + "logprob_reward": -0.694231390953064, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.694231390953064, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.031128516420722008, + 0.023567240685224533, + 0.00812592078000307, + 0.004192824475467205, + 0.03564302995800972, + 0.010924278758466244, + 0.025669831782579422, + 0.27850717306137085, + 0.13523449003696442, + 0.4470066726207733 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.694231390953064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654940873384476 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.008654940873384476, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654940873384476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039098676294088364, + 0.025197507813572884, + 0.01810542494058609, + 0.010243031196296215, + 0.028227733448147774, + 0.006473985500633717, + 0.027591180056333542, + 0.32490596175193787, + 0.12423592060804367, + 0.39592060446739197 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.008654940873384476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864978417754173 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864978417754173, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864978417754173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08458312600851059, + 0.04325324669480324, + 0.0199907049536705, + 0.03480365499854088, + 0.11456343531608582, + 0.04479319602251053, + 0.0660848394036293, + 0.24851958453655243, + 0.08074529469013214, + 0.2626628875732422 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.04864978417754173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011813811725005507 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011813811725005507, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011813811725005507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047301217913627625, + 0.016216246411204338, + 0.01607315056025982, + 0.013086909428238869, + 0.02777433954179287, + 0.05131684988737106, + 0.03194243833422661, + 0.26366299390792847, + 0.1300209015607834, + 0.402604877948761 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0011813811725005507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799362644553185 + ], + "opposite_logprob_tokens": [ + -3.529799461364746 + ], + "logprob_reward": -0.029799362644553185, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799362644553185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022845258936285973, + 0.01847514882683754, + 0.020674878731369972, + 0.010755118913948536, + 0.2193242609500885, + 0.14486189186573029, + 0.07894006371498108, + 0.32300522923469543, + 0.045341119170188904, + 0.11577709019184113 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.029799362644553185 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long shot, rising slowly from a low angle, slowly reveals a boundless, thick, swirling sea of clouds. Above this sea of frozen white, a massive wooden warship, carved with dragons, silently floats. Constructed of dark, weathered wood, the ship is covered in intricate, majestic relief carvings of oriental dragons. Its head gazes fiercely forward, its towering prow like the jaws of a behemoth. The ship remains almost motionless, only a few ancient flags fluttering gently from the towering masts in the breeze. As the sun sets, a massive sunset hangs high in the sky, its blazing golden backlight casting a dazzling, sacred silhouette across the ship, shrouding the camera-facing side in deep shadow. Yet, this golden light subtly brushes against the edges of the intricate dragon carvings, making them appear and disappear amidst the darkness, creating a striking sense of three-dimensionality. The afterglow of the setting sun dyed the top of the sea of clouds a warm orange-red, and the whole picture presented a solemn, tranquil and epic fantasy atmosphere, as if time had frozen at this moment.", + "seed": 16963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_243_seed_16963_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040587293973658234, + "vlm_logprob": -0.040587293973658234, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.040587293973658234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019512958824634552 + ], + "opposite_logprob_tokens": [ + -4.019513130187988 + ], + "logprob_reward": -0.019512958824634552, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019512958824634552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07258674502372742, + 0.374051034450531, + 0.11794005334377289, + 0.03842590004205704, + 0.06998547911643982, + 0.017932815477252007, + 0.17650210857391357, + 0.03319716081023216, + 0.07970239967107773, + 0.01967628113925457 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.019512958824634552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747319363057613 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747319363057613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747319363057613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03991932421922684, + 0.2751432955265045, + 0.056120987981557846, + 0.0306001715362072, + 0.019928866997361183, + 0.019452547654509544, + 0.42274338006973267, + 0.02106720209121704, + 0.09158781170845032, + 0.02343645691871643 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.006747319363057613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276841282844543 + ], + "opposite_logprob_tokens": [ + -2.017768383026123 + ], + "logprob_reward": -0.14276841282844543, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276841282844543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17029643058776855, + 0.15019355714321136, + 0.10361722111701965, + 0.0610911026597023, + 0.08483579009771347, + 0.059852708131074905, + 0.13838313519954681, + 0.02335999347269535, + 0.17346946895122528, + 0.03490058705210686 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.14276841282844543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00021002470748499036 + ], + "opposite_logprob_tokens": [ + -8.50020980834961 + ], + "logprob_reward": -0.00021002470748499036, + "yes_no_margin_reward": 8.5, + "token_credit_reward": -0.00021002470748499036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03508824482560158, + 0.2518799602985382, + 0.03192208334803581, + 0.02319328486919403, + 0.02144329436123371, + 0.045502547174692154, + 0.4077746570110321, + 0.025909021496772766, + 0.12769676744937897, + 0.02959008887410164 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.00021002470748499036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369775414466858 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369775414466858, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369775414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03307085856795311, + 0.39024460315704346, + 0.030134905129671097, + 0.029711836948990822, + 0.020111506804823875, + 0.0161354448646307, + 0.35472825169563293, + 0.023198148235678673, + 0.06928649544715881, + 0.03337792307138443 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.03369775414466858 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, long shot, rising slowly from a low angle, slowly reveals a boundless, thick, swirling sea of clouds. Above this sea of frozen white, a massive wooden warship, carved with dragons, silently floats. Constructed of dark, weathered wood, the ship is covered in intricate, majestic relief carvings of oriental dragons. Its head gazes fiercely forward, its towering prow like the jaws of a behemoth. The ship remains almost motionless, only a few ancient flags fluttering gently from the towering masts in the breeze. As the sun sets, a massive sunset hangs high in the sky, its blazing golden backlight casting a dazzling, sacred silhouette across the ship, shrouding the camera-facing side in deep shadow. Yet, this golden light subtly brushes against the edges of the intricate dragon carvings, making them appear and disappear amidst the darkness, creating a striking sense of three-dimensionality. The afterglow of the setting sun dyed the top of the sea of clouds a warm orange-red, and the whole picture presented a solemn, tranquil and epic fantasy atmosphere, as if time had frozen at this moment.", + "seed": 16964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_5/index_243_seed_16964_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.036711042863316834, + "vlm_logprob": -0.036711042863316834, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.036711042863316834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006577390246093273 + ], + "opposite_logprob_tokens": [ + -5.381577491760254 + ], + "logprob_reward": -0.006577390246093273, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006577390246093273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5663828253746033, + 0.06032311171293259, + 0.11862194538116455, + 0.03492365777492523, + 0.03401188179850578, + 0.07712063938379288, + 0.023148173466324806, + 0.01825740560889244, + 0.028702957555651665, + 0.03850741311907768 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.006577390246093273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105829633772373 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004105829633772373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105829633772373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3781968653202057, + 0.0832035169005394, + 0.11882288008928299, + 0.023923372849822044, + 0.02061443217098713, + 0.29834872484207153, + 0.016248635947704315, + 0.011714433319866657, + 0.015626955777406693, + 0.03330022469162941 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.004105829633772373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276883006095886 + ], + "opposite_logprob_tokens": [ + -2.0177688598632812 + ], + "logprob_reward": -0.14276883006095886, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276883006095886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16323138773441315, + 0.11483385413885117, + 0.15987946093082428, + 0.08039332926273346, + 0.07210540771484375, + 0.04614286497235298, + 0.047554802149534225, + 0.07575131952762604, + 0.11054586619138718, + 0.12956169247627258 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.14276883006095886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030322244856506586 + ], + "opposite_logprob_tokens": [ + -8.125303268432617 + ], + "logprob_reward": -0.00030322244856506586, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030322244856506586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4930100739002228, + 0.04486996680498123, + 0.05911640822887421, + 0.05742676183581352, + 0.04538372531533241, + 0.16151238977909088, + 0.019133372232317924, + 0.019684461876749992, + 0.05018925666809082, + 0.04967362433671951 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.00030322244856506586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a boundless sea of thick, swirling white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive wooden warship with dragon carvings floating above the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot a low-angle long shot that rises slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting a massive sunset with golden backlight creating a silhouette on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient flags fluttering gently from the ship's masts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799941927194595 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799941927194595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799941927194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1600797325372696, + 0.05808089300990105, + 0.22720415890216827, + 0.028464563190937042, + 0.019236493855714798, + 0.3431541323661804, + 0.013566560111939907, + 0.0162243340164423, + 0.07582870870828629, + 0.0581604540348053 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.029799941927194595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_tensor([5013, 5013])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_tensor([5013, 5013])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f4c7c48cecfd9a57a54e9bc678bfa1f39d5a87a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_tensor([5013, 5013])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, fixed, medium-long shot, shot from a level angle, captures the breathtaking moment of two massive, adult Siberian tigers locked in a desperate struggle in a vast, snow-covered coniferous forest clearing. Against a cold, gray sky, towering, snow-laden pine trees rise in the background, and a thick blanket of powdery snow blankets the ground. The two tigers' muscular bodies clash fiercely, their thick, shaggy orange and black fur striking in the cold light, their white manes on their necks and bellies blending seamlessly into the snow. One pushes off its hind legs, lowering its body, muscles tensed, poised to strike, its maw open wide, baring sharp canines and emitting a deep growl. The other rears up, one massive front paw raised high, claws fully extended, poised to deliver a fatal blow. Each of their powerful movements stirs up the deep snow beneath their feet. Their massive claws and powerful tails whip up vast expanses of powdered snow, creating a whirlwind of dancing white that instantly blurs the contours of their bodies, leaving only dynamic silhouettes. The entire scene is imbued with a sense of primal and brutal power. The stark white and gray tones highlight the vibrant colors of the tigers, creating a breathtaking atmosphere of intense confrontation filled with the beauty of wildness.", + "seed": 32869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_5013_seed_32869_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.056709158793091775, + "vlm_logprob": -0.056709158793091775, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.056709158793091775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07970178127288818 + ], + "opposite_logprob_tokens": [ + -2.5797019004821777 + ], + "logprob_reward": -0.07970178127288818, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07970178127288818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13564035296440125, + 0.06689491868019104, + 0.09494874626398087, + 0.288364976644516, + 0.04169439151883125, + 0.19711728394031525, + 0.017573194578289986, + 0.02522396855056286, + 0.031395841389894485, + 0.10114633291959763 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.07970178127288818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560781091451645 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012560781091451645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560781091451645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27342700958251953, + 0.08141978830099106, + 0.08726409077644348, + 0.122686967253685, + 0.10178333520889282, + 0.046746596693992615, + 0.068506620824337, + 0.03857710212469101, + 0.029269609600305557, + 0.15031886100769043 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.012560781091451645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890454575419426 + ], + "opposite_logprob_tokens": [ + -2.464045524597168 + ], + "logprob_reward": -0.0890454575419426, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890454575419426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20225933194160461, + 0.16549290716648102, + 0.11080550402402878, + 0.18178825080394745, + 0.07716629654169083, + 0.04850977659225464, + 0.03248439356684685, + 0.04809418320655823, + 0.0548027865588665, + 0.07859648019075394 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0890454575419426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290520533919334 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290520533919334, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290520533919334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22447915375232697, + 0.2904416620731354, + 0.07678072154521942, + 0.08495836704969406, + 0.030115172266960144, + 0.04133104905486107, + 0.05459526926279068, + 0.042142223566770554, + 0.056067872792482376, + 0.09908854961395264 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.023290520533919334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894725352525711 + ], + "opposite_logprob_tokens": [ + -2.5789473056793213 + ], + "logprob_reward": -0.07894725352525711, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894725352525711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16229896247386932, + 0.09862856566905975, + 0.05535516142845154, + 0.20494481921195984, + 0.17314831912517548, + 0.11023431271314621, + 0.07940758764743805, + 0.01600259356200695, + 0.05062185227870941, + 0.0493578240275383 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.07894725352525711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed, medium-long shot, shot from a level angle, captures the breathtaking moment of two massive, adult Siberian tigers locked in a desperate struggle in a vast, snow-covered coniferous forest clearing. Against a cold, gray sky, towering, snow-laden pine trees rise in the background, and a thick blanket of powdery snow blankets the ground. The two tigers' muscular bodies clash fiercely, their thick, shaggy orange and black fur striking in the cold light, their white manes on their necks and bellies blending seamlessly into the snow. One pushes off its hind legs, lowering its body, muscles tensed, poised to strike, its maw open wide, baring sharp canines and emitting a deep growl. The other rears up, one massive front paw raised high, claws fully extended, poised to deliver a fatal blow. Each of their powerful movements stirs up the deep snow beneath their feet. Their massive claws and powerful tails whip up vast expanses of powdered snow, creating a whirlwind of dancing white that instantly blurs the contours of their bodies, leaving only dynamic silhouettes. The entire scene is imbued with a sense of primal and brutal power. The stark white and gray tones highlight the vibrant colors of the tigers, creating a breathtaking atmosphere of intense confrontation filled with the beauty of wildness.", + "seed": 32870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_5013_seed_32870_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057079742662608624, + "vlm_logprob": -0.057079742662608624, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.057079742662608624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08997002243995667 + ], + "opposite_logprob_tokens": [ + -2.464970111846924 + ], + "logprob_reward": -0.08997002243995667, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08997002243995667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07827145606279373, + 0.13942573964595795, + 0.13187849521636963, + 0.3470524847507477, + 0.013197669759392738, + 0.04404423013329506, + 0.016231132671236992, + 0.05365189537405968, + 0.018610233440995216, + 0.15763670206069946 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.08997002243995667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110044214874506 + ], + "opposite_logprob_tokens": [ + -4.5111002922058105 + ], + "logprob_reward": -0.01110044214874506, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110044214874506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19017693400382996, + 0.17077720165252686, + 0.08724349737167358, + 0.11379961669445038, + 0.05307655781507492, + 0.08257388323545456, + 0.03651956841349602, + 0.09655413031578064, + 0.03825780004262924, + 0.13102081418037415 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01110044214874506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900013029575348 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900013029575348, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900013029575348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10314934700727463, + 0.09142633527517319, + 0.06448592990636826, + 0.11554873734712601, + 0.023541901260614395, + 0.05105413496494293, + 0.0357888899743557, + 0.07008697092533112, + 0.23473183810710907, + 0.2101859152317047 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.07900013029575348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899318635463715 + ], + "opposite_logprob_tokens": [ + -2.578993082046509 + ], + "logprob_reward": -0.07899318635463715, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899318635463715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1284400373697281, + 0.08042070269584656, + 0.056955136358737946, + 0.04184035584330559, + 0.02255159430205822, + 0.04515177756547928, + 0.029625967144966125, + 0.10571806877851486, + 0.10117943584918976, + 0.38811689615249634 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07899318635463715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334932073950768 + ], + "opposite_logprob_tokens": [ + -3.6513350009918213 + ], + "logprob_reward": -0.026334932073950768, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334932073950768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07480273395776749, + 0.03976134955883026, + 0.026034394279122353, + 0.04996125400066376, + 0.025226717814803123, + 0.0801449865102768, + 0.05004681274294853, + 0.06293037533760071, + 0.07562945783138275, + 0.5154619812965393 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.026334932073950768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed, medium-long shot, shot from a level angle, captures the breathtaking moment of two massive, adult Siberian tigers locked in a desperate struggle in a vast, snow-covered coniferous forest clearing. Against a cold, gray sky, towering, snow-laden pine trees rise in the background, and a thick blanket of powdery snow blankets the ground. The two tigers' muscular bodies clash fiercely, their thick, shaggy orange and black fur striking in the cold light, their white manes on their necks and bellies blending seamlessly into the snow. One pushes off its hind legs, lowering its body, muscles tensed, poised to strike, its maw open wide, baring sharp canines and emitting a deep growl. The other rears up, one massive front paw raised high, claws fully extended, poised to deliver a fatal blow. Each of their powerful movements stirs up the deep snow beneath their feet. Their massive claws and powerful tails whip up vast expanses of powdered snow, creating a whirlwind of dancing white that instantly blurs the contours of their bodies, leaving only dynamic silhouettes. The entire scene is imbued with a sense of primal and brutal power. The stark white and gray tones highlight the vibrant colors of the tigers, creating a breathtaking atmosphere of intense confrontation filled with the beauty of wildness.", + "seed": 32871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_5013_seed_32871_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.051832982897758485, + "vlm_logprob": -0.051832982897758485, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.051832982897758485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06286940723657608 + ], + "opposite_logprob_tokens": [ + -2.8128693103790283 + ], + "logprob_reward": -0.06286940723657608, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06286940723657608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16093456745147705, + 0.20543131232261658, + 0.07484946399927139, + 0.1154576763510704, + 0.033216442912817, + 0.12324747443199158, + 0.13465097546577454, + 0.06475964188575745, + 0.036884892731904984, + 0.050567544996738434 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.06286940723657608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728182315826416 + ], + "opposite_logprob_tokens": [ + -3.4087281227111816 + ], + "logprob_reward": -0.033728182315826416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728182315826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21599583327770233, + 0.10016870498657227, + 0.0877823755145073, + 0.19725671410560608, + 0.06787628680467606, + 0.05229351669549942, + 0.140964537858963, + 0.07887923717498779, + 0.039595942944288254, + 0.019186856225132942 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.033728182315826416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294075846672058 + ], + "opposite_logprob_tokens": [ + -2.237940788269043 + ], + "logprob_reward": -0.11294075846672058, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294075846672058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08105050772428513, + 0.08983944356441498, + 0.11310970038175583, + 0.0891886055469513, + 0.04699845239520073, + 0.25687989592552185, + 0.17047949135303497, + 0.07719708979129791, + 0.05409352108836174, + 0.021163372322916985 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.11294075846672058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635142020881176 + ], + "opposite_logprob_tokens": [ + -3.6513514518737793 + ], + "logprob_reward": -0.02635142020881176, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635142020881176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05183402821421623, + 0.0646284744143486, + 0.10067080706357956, + 0.10808639228343964, + 0.0666591078042984, + 0.16945943236351013, + 0.2842879891395569, + 0.12013565003871918, + 0.01679546758532524, + 0.017442576587200165 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.02635142020881176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275146260857582 + ], + "opposite_logprob_tokens": [ + -3.773275136947632 + ], + "logprob_reward": -0.023275146260857582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275146260857582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06810933351516724, + 0.04209509119391441, + 0.06142808124423027, + 0.13356301188468933, + 0.0803154930472374, + 0.1900346577167511, + 0.20924773812294006, + 0.15959994494915009, + 0.027588894590735435, + 0.028017714619636536 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.023275146260857582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed, medium-long shot, shot from a level angle, captures the breathtaking moment of two massive, adult Siberian tigers locked in a desperate struggle in a vast, snow-covered coniferous forest clearing. Against a cold, gray sky, towering, snow-laden pine trees rise in the background, and a thick blanket of powdery snow blankets the ground. The two tigers' muscular bodies clash fiercely, their thick, shaggy orange and black fur striking in the cold light, their white manes on their necks and bellies blending seamlessly into the snow. One pushes off its hind legs, lowering its body, muscles tensed, poised to strike, its maw open wide, baring sharp canines and emitting a deep growl. The other rears up, one massive front paw raised high, claws fully extended, poised to deliver a fatal blow. Each of their powerful movements stirs up the deep snow beneath their feet. Their massive claws and powerful tails whip up vast expanses of powdered snow, creating a whirlwind of dancing white that instantly blurs the contours of their bodies, leaving only dynamic silhouettes. The entire scene is imbued with a sense of primal and brutal power. The stark white and gray tones highlight the vibrant colors of the tigers, creating a breathtaking atmosphere of intense confrontation filled with the beauty of wildness.", + "seed": 32872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_6/index_5013_seed_32872_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05514686331152916, + "vlm_logprob": -0.05514686331152916, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.05514686331152916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0905480682849884 + ], + "opposite_logprob_tokens": [ + -2.465548038482666 + ], + "logprob_reward": -0.0905480682849884, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0905480682849884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047191232442855835, + 0.021388612687587738, + 0.029527921229600906, + 0.4255818724632263, + 0.04009911045432091, + 0.03969713672995567, + 0.05143400654196739, + 0.0464925542473793, + 0.10954498499631882, + 0.1890425682067871 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.0905480682849884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008661322295665741 + ], + "opposite_logprob_tokens": [ + -4.758661270141602 + ], + "logprob_reward": -0.008661322295665741, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008661322295665741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07044234871864319, + 0.03205954283475876, + 0.04574110731482506, + 0.5874735116958618, + 0.020603327080607414, + 0.026781495660543442, + 0.010996262542903423, + 0.03979765623807907, + 0.038437556475400925, + 0.12766718864440918 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.008661322295665741 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033468902111053 + ], + "opposite_logprob_tokens": [ + -2.350334644317627 + ], + "logprob_reward": -0.10033468902111053, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033468902111053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11985434591770172, + 0.048484187573194504, + 0.030291052535176277, + 0.06936011463403702, + 0.15873131155967712, + 0.1828433871269226, + 0.07734400033950806, + 0.08333690464496613, + 0.18030649423599243, + 0.049448296427726746 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.10033468902111053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038105905055999756 + ], + "opposite_logprob_tokens": [ + -3.2881059646606445 + ], + "logprob_reward": -0.038105905055999756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038105905055999756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14506985247135162, + 0.038848817348480225, + 0.026216456666588783, + 0.21091118454933167, + 0.13397181034088135, + 0.1754852533340454, + 0.06724128127098083, + 0.04117879644036293, + 0.10416331142187119, + 0.056913185864686966 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.038105905055999756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two adult Siberian tigers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, snow-covered coniferous forest clearing with towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tigers engaged in a fierce struggle with one pushing off its hind legs and the other rearing up with a raised paw?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tigers' movements stir up deep snow, creating a whirlwind that blurs their body contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, fixed, medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808433189988136 + ], + "opposite_logprob_tokens": [ + -3.2880842685699463 + ], + "logprob_reward": -0.03808433189988136, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808433189988136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10449210554361343, + 0.13204924762248993, + 0.04673011600971222, + 0.09520293027162552, + 0.07891635596752167, + 0.15119950473308563, + 0.1564072072505951, + 0.05775939300656319, + 0.12378507107496262, + 0.05345812812447548 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.03808433189988136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_tensor([220, 220])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_tensor([220, 220])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f09ea49c25507b9928438aeab15e7ea45d6ba1d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_tensor([220, 220])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Rendered in a bright and playful 3D cartoon style, a static medium close-up shot from a slightly upward angle focuses on a plump, shaggy raccoon, comically wearing a classic black cloth bandit's eye mask. The raccoon lies on a smooth, light-wood kitchen countertop, before an open, large, pale yellow ceramic cookie jar painted with a simple floral pattern. To carry out its \"theft,\" the raccoon leans forward, slightly bending its hind legs in a cautious, stealthy stance. Steadily and slowly, it inserts one of its furry, pink-padded front paws into the wide jar's opening, attempting to reach the tempting chocolate chip cookies stacked within. Beneath the comical eye mask, its round, black eyes gleam with cunning anticipation, its nose twitching slightly, its entire body stiff with intense concentration. The soft morning light pours in through the window outside the picture, providing the entire scene with warm and even lighting. The surfaces of all objects appear smooth and highly saturated, with almost no sharp shadows, perfectly creating an atmosphere full of childlike fun, light-hearted humor, and dramatic tension.", + "seed": 12920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_220_seed_12920_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01888416688889265, + "vlm_logprob": -0.01888416688889265, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.01888416688889265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012969308532774448 + ], + "opposite_logprob_tokens": [ + -4.387969493865967 + ], + "logprob_reward": -0.012969308532774448, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012969308532774448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2876206040382385, + 0.07385789602994919, + 0.04949885234236717, + 0.05484073981642723, + 0.286506712436676, + 0.0703282505273819, + 0.07335661351680756, + 0.05693640932440758, + 0.019400419667363167, + 0.027653561905026436 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.012969308532774448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031953013967722654 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.0031953013967722654, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031953013967722654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18011407554149628, + 0.2129894345998764, + 0.06903833150863647, + 0.040560830384492874, + 0.26284363865852356, + 0.04654838144779205, + 0.0645999163389206, + 0.034737590700387955, + 0.06112978607416153, + 0.0274379700422287 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0031953013967722654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001492381095886 + ], + "opposite_logprob_tokens": [ + -2.6950149536132812 + ], + "logprob_reward": -0.07001492381095886, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001492381095886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09515128284692764, + 0.03915325924754143, + 0.037098437547683716, + 0.03939323127269745, + 0.21460537612438202, + 0.04957741126418114, + 0.11570696532726288, + 0.1482374519109726, + 0.17290997505187988, + 0.08816657960414886 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.07001492381095886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015118608716875315 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015118608716875315, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015118608716875315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13852058351039886, + 0.13935129344463348, + 0.08082249015569687, + 0.04666754603385925, + 0.15812359750270844, + 0.10452664643526077, + 0.10821887850761414, + 0.04629888758063316, + 0.11891697347164154, + 0.05855310708284378 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0015118608716875315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729439832270145 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729439832270145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729439832270145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08190293610095978, + 0.7115325927734375, + 0.021642060950398445, + 0.020213657990098, + 0.04119030013680458, + 0.02065555565059185, + 0.016850121319293976, + 0.0324627161026001, + 0.029943356290459633, + 0.023606734350323677 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.006729439832270145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a bright and playful 3D cartoon style, a static medium close-up shot from a slightly upward angle focuses on a plump, shaggy raccoon, comically wearing a classic black cloth bandit's eye mask. The raccoon lies on a smooth, light-wood kitchen countertop, before an open, large, pale yellow ceramic cookie jar painted with a simple floral pattern. To carry out its \"theft,\" the raccoon leans forward, slightly bending its hind legs in a cautious, stealthy stance. Steadily and slowly, it inserts one of its furry, pink-padded front paws into the wide jar's opening, attempting to reach the tempting chocolate chip cookies stacked within. Beneath the comical eye mask, its round, black eyes gleam with cunning anticipation, its nose twitching slightly, its entire body stiff with intense concentration. The soft morning light pours in through the window outside the picture, providing the entire scene with warm and even lighting. The surfaces of all objects appear smooth and highly saturated, with almost no sharp shadows, perfectly creating an atmosphere full of childlike fun, light-hearted humor, and dramatic tension.", + "seed": 12921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_220_seed_12921_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02682657432742417, + "vlm_logprob": -0.02682657432742417, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.02682657432742417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07933428138494492 + ], + "opposite_logprob_tokens": [ + -2.579334259033203 + ], + "logprob_reward": -0.07933428138494492, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07933428138494492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2573939263820648, + 0.20239008963108063, + 0.07586795091629028, + 0.19936753809452057, + 0.06299218535423279, + 0.06354434788227081, + 0.039507605135440826, + 0.0234830379486084, + 0.021295975893735886, + 0.05415729433298111 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07933428138494492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077335104346275 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077335104346275, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077335104346275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3181455135345459, + 0.21972990036010742, + 0.06278206408023834, + 0.09956127405166626, + 0.04299809783697128, + 0.12216468155384064, + 0.05828079953789711, + 0.02755565196275711, + 0.02389632537961006, + 0.024885687977075577 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.011077335104346275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09186002612113953, + 0.1196490153670311, + 0.1016894206404686, + 0.07247669249773026, + 0.05440002679824829, + 0.19575808942317963, + 0.123728908598423, + 0.08534205704927444, + 0.07554824650287628, + 0.07954756170511246 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031907858792692423 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031907858792692423, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031907858792692423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15952323377132416, + 0.24473300576210022, + 0.07108872383832932, + 0.06910214573144913, + 0.048236746340990067, + 0.15642769634723663, + 0.09420960396528244, + 0.02855030447244644, + 0.0787564143538475, + 0.049372170120477676 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0031907858792692423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186015352606773 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014186015352606773, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186015352606773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09740934520959854, + 0.2276889532804489, + 0.11403598636388779, + 0.10176615417003632, + 0.043534331023693085, + 0.14751142263412476, + 0.047459330409765244, + 0.07070215046405792, + 0.02922811545431614, + 0.12066422402858734 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.014186015352606773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a bright and playful 3D cartoon style, a static medium close-up shot from a slightly upward angle focuses on a plump, shaggy raccoon, comically wearing a classic black cloth bandit's eye mask. The raccoon lies on a smooth, light-wood kitchen countertop, before an open, large, pale yellow ceramic cookie jar painted with a simple floral pattern. To carry out its \"theft,\" the raccoon leans forward, slightly bending its hind legs in a cautious, stealthy stance. Steadily and slowly, it inserts one of its furry, pink-padded front paws into the wide jar's opening, attempting to reach the tempting chocolate chip cookies stacked within. Beneath the comical eye mask, its round, black eyes gleam with cunning anticipation, its nose twitching slightly, its entire body stiff with intense concentration. The soft morning light pours in through the window outside the picture, providing the entire scene with warm and even lighting. The surfaces of all objects appear smooth and highly saturated, with almost no sharp shadows, perfectly creating an atmosphere full of childlike fun, light-hearted humor, and dramatic tension.", + "seed": 12922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_220_seed_12922_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016979908058419823, + "vlm_logprob": -0.016979908058419823, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.016979908058419823, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018821105360984802 + ], + "opposite_logprob_tokens": [ + -4.0188212394714355 + ], + "logprob_reward": -0.018821105360984802, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018821105360984802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32379043102264404, + 0.05823320150375366, + 0.07839233428239822, + 0.04708521068096161, + 0.05121944099664688, + 0.22523559629917145, + 0.0447891466319561, + 0.04989723488688469, + 0.035918667912483215, + 0.08543873578310013 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.018821105360984802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740096490830183 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006740096490830183, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740096490830183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2613039016723633, + 0.1506684273481369, + 0.08374679088592529, + 0.07309743016958237, + 0.09275026619434357, + 0.10966312885284424, + 0.048855993896722794, + 0.08227529376745224, + 0.02634214609861374, + 0.07129652798175812 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.006740096490830183 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980642206966877 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980642206966877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980642206966877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11982494592666626, + 0.0957782194018364, + 0.09363524615764618, + 0.07684791088104248, + 0.06679365783929825, + 0.12230302393436432, + 0.09932911396026611, + 0.11024239659309387, + 0.1663203239440918, + 0.04892510548233986 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.02980642206966877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319268717430532 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.00319268717430532, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319268717430532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22938087582588196, + 0.1960797905921936, + 0.08529821038246155, + 0.036948878318071365, + 0.07780250161886215, + 0.05229831859469414, + 0.08887949585914612, + 0.12656185030937195, + 0.05241986736655235, + 0.05433017760515213 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00319268717430532 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339229196310043 + ], + "opposite_logprob_tokens": [ + -3.651339292526245 + ], + "logprob_reward": -0.026339229196310043, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339229196310043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2185409665107727, + 0.1852530837059021, + 0.15361517667770386, + 0.0849524438381195, + 0.07694438099861145, + 0.08573246002197266, + 0.03987598791718483, + 0.08022268116474152, + 0.03435637429356575, + 0.040506403893232346 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026339229196310043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a bright and playful 3D cartoon style, a static medium close-up shot from a slightly upward angle focuses on a plump, shaggy raccoon, comically wearing a classic black cloth bandit's eye mask. The raccoon lies on a smooth, light-wood kitchen countertop, before an open, large, pale yellow ceramic cookie jar painted with a simple floral pattern. To carry out its \"theft,\" the raccoon leans forward, slightly bending its hind legs in a cautious, stealthy stance. Steadily and slowly, it inserts one of its furry, pink-padded front paws into the wide jar's opening, attempting to reach the tempting chocolate chip cookies stacked within. Beneath the comical eye mask, its round, black eyes gleam with cunning anticipation, its nose twitching slightly, its entire body stiff with intense concentration. The soft morning light pours in through the window outside the picture, providing the entire scene with warm and even lighting. The surfaces of all objects appear smooth and highly saturated, with almost no sharp shadows, perfectly creating an atmosphere full of childlike fun, light-hearted humor, and dramatic tension.", + "seed": 12923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_7/index_220_seed_12923_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05896466393023729, + "vlm_logprob": -0.05896466393023729, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05896466393023729, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25258883833885193 + ], + "opposite_logprob_tokens": [ + -1.5025888681411743 + ], + "logprob_reward": -0.25258883833885193, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25258883833885193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17559954524040222, + 0.055204249918460846, + 0.07958114147186279, + 0.2516407370567322, + 0.0968296080827713, + 0.043261297047138214, + 0.05768479406833649, + 0.05135593190789223, + 0.12066156417131424, + 0.06818114966154099 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.25258883833885193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19492024183273315, + 0.09762823581695557, + 0.05915335193276405, + 0.2038753479719162, + 0.09451659768819809, + 0.07489634305238724, + 0.04682580754160881, + 0.08336571604013443, + 0.04482494294643402, + 0.09999343007802963 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580438897013664 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580438897013664, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580438897013664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12103601545095444, + 0.0699259489774704, + 0.14136403799057007, + 0.08002813160419464, + 0.07202649861574173, + 0.11204967647790909, + 0.10226988792419434, + 0.07539484649896622, + 0.07844606041908264, + 0.14745892584323883 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.020580438897013664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046355403028428555 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.0046355403028428555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046355403028428555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1649182289838791, + 0.08344601839780807, + 0.06579006463289261, + 0.20037232339382172, + 0.15244320034980774, + 0.06567986309528351, + 0.03946271911263466, + 0.022409075871109962, + 0.1592320203781128, + 0.04624646157026291 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0046355403028428555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, shaggy raccoon wearing a black cloth bandit's eye mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the raccoon lying on a smooth, light-wood kitchen countertop next to a pale yellow ceramic cookie jar with a floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the raccoon lean forward with bent hind legs and insert a pink-padded front paw into the cookie jar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a bright, playful 3D cartoon style with smooth, highly saturated surfaces and almost no sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle with soft morning light coming through a window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066724546253681 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066724546253681, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066724546253681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3569767475128174, + 0.16658619046211243, + 0.04200635477900505, + 0.1363006979227066, + 0.05938540771603584, + 0.041621532291173935, + 0.0450415201485157, + 0.025488777086138725, + 0.059788163751363754, + 0.06680461764335632 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011066724546253681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_tensor([402, 402])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_tensor([402, 402])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da02879eff5033fffe5f38051283a6d32e44b667 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_tensor([402, 402])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, arcing tracking shot, shot from a low angle, rotates with a solemn and ponderous rhythm around an ancient stone monument standing alone amidst a raging thunderstorm. The entire scene is rendered in a stark, high-contrast black-and-white film texture, its rough grain dancing across the frame, imbuing the image with a raw, unsettling quality. Thick storm clouds swirl beneath the inky night sky, while torrential rain lashes the stone monument's weathered surface, creating glistening streams across it. Carved from dark rock, the monument is riddled with spiderweb-like cracks and mottled with moss, its edges battered by the erosion of countless years. At the moment the camera was moving smoothly, a pale, forked lightning bolt tore through the sky without warning, dragging the entire world from extreme darkness into dazzling daylight in less than a second, instantly illuminating the blurred inscriptions on the stone tablets that had been worn down by rain and time to the point of being almost unrecognizable; in this brief moment of light, ancient runes flashed by, and then the light quickly faded, and the picture was once again swallowed up by the deep darkness and the sound of continuous heavy rain, leaving only the fleeting sense of mystery and the heavy oppression of history.", + "seed": 29364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_402_seed_29364_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010389162041246892, + "vlm_logprob": -0.010389162041246892, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010389162041246892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00728995306417346 + ], + "opposite_logprob_tokens": [ + -5.132289886474609 + ], + "logprob_reward": -0.00728995306417346, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00728995306417346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15810413658618927, + 0.05618468299508095, + 0.036523304879665375, + 0.09798707067966461, + 0.05392514914274216, + 0.1540052741765976, + 0.12015440315008163, + 0.2836020886898041, + 0.013137143105268478, + 0.026376672089099884 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.00728995306417346 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041004871018230915 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.0041004871018230915, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041004871018230915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2778777480125427, + 0.0882200226187706, + 0.08047379553318024, + 0.09364292770624161, + 0.05575596168637276, + 0.0886162593960762, + 0.06439360231161118, + 0.1918063461780548, + 0.04033735394477844, + 0.01887594722211361 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0041004871018230915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17998194694519043, + 0.07287242263555527, + 0.28541192412376404, + 0.018813444301486015, + 0.05999161675572395, + 0.20535731315612793, + 0.048467352986335754, + 0.05020305514335632, + 0.031157441437244415, + 0.04774343594908714 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.008637331426143646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3018958866596222, + 0.0977618470788002, + 0.06444215774536133, + 0.049628954380750656, + 0.04706594720482826, + 0.2095913290977478, + 0.03529399633407593, + 0.1626116782426834, + 0.01757640577852726, + 0.014131840318441391 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.023282716050744057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086353225633502 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.0086353225633502, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086353225633502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11489458382129669, + 0.11632072925567627, + 0.03170293942093849, + 0.16349220275878906, + 0.034948304295539856, + 0.03708341345191002, + 0.08876852691173553, + 0.3644949197769165, + 0.022067014127969742, + 0.02622731402516365 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.0086353225633502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, shot from a low angle, rotates with a solemn and ponderous rhythm around an ancient stone monument standing alone amidst a raging thunderstorm. The entire scene is rendered in a stark, high-contrast black-and-white film texture, its rough grain dancing across the frame, imbuing the image with a raw, unsettling quality. Thick storm clouds swirl beneath the inky night sky, while torrential rain lashes the stone monument's weathered surface, creating glistening streams across it. Carved from dark rock, the monument is riddled with spiderweb-like cracks and mottled with moss, its edges battered by the erosion of countless years. At the moment the camera was moving smoothly, a pale, forked lightning bolt tore through the sky without warning, dragging the entire world from extreme darkness into dazzling daylight in less than a second, instantly illuminating the blurred inscriptions on the stone tablets that had been worn down by rain and time to the point of being almost unrecognizable; in this brief moment of light, ancient runes flashed by, and then the light quickly faded, and the picture was once again swallowed up by the deep darkness and the sound of continuous heavy rain, leaving only the fleeting sense of mystery and the heavy oppression of history.", + "seed": 29365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_402_seed_29365_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.006800328008830547, + "vlm_logprob": -0.006800328008830547, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.006800328008830547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007919578813016415 + ], + "opposite_logprob_tokens": [ + -5.007919788360596 + ], + "logprob_reward": -0.007919578813016415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007919578813016415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05145178735256195, + 0.027878455817699432, + 0.04408416524529457, + 0.2461857944726944, + 0.031877659261226654, + 0.27192527055740356, + 0.10647463798522949, + 0.0781690701842308, + 0.057610221207141876, + 0.08434291183948517 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.007919578813016415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15632160007953644, + 0.06610363721847534, + 0.11670707166194916, + 0.14871205389499664, + 0.026690971106290817, + 0.21488448977470398, + 0.08563841879367828, + 0.064229317009449, + 0.058100368827581406, + 0.06261201202869415 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0036196685396134853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736070849001408 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736070849001408, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736070849001408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042440954595804214, + 0.026219036430120468, + 0.0202737245708704, + 0.1268564611673355, + 0.025662807747721672, + 0.6081249117851257, + 0.05126411095261574, + 0.030869148671627045, + 0.025270074605941772, + 0.04301882162690163 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.006736070849001408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044173285365104675, + 0.045864883810281754, + 0.0544142909348011, + 0.42320936918258667, + 0.10194878280162811, + 0.15379028022289276, + 0.036634039133787155, + 0.03477032855153084, + 0.044859133660793304, + 0.06033562496304512 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.009778928942978382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11211145669221878, + 0.023751478642225266, + 0.04852810502052307, + 0.5344268679618835, + 0.08555267006158829, + 0.02197268418967724, + 0.02362976223230362, + 0.01592675782740116, + 0.057917360216379166, + 0.07618288695812225 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.005947392899543047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, shot from a low angle, rotates with a solemn and ponderous rhythm around an ancient stone monument standing alone amidst a raging thunderstorm. The entire scene is rendered in a stark, high-contrast black-and-white film texture, its rough grain dancing across the frame, imbuing the image with a raw, unsettling quality. Thick storm clouds swirl beneath the inky night sky, while torrential rain lashes the stone monument's weathered surface, creating glistening streams across it. Carved from dark rock, the monument is riddled with spiderweb-like cracks and mottled with moss, its edges battered by the erosion of countless years. At the moment the camera was moving smoothly, a pale, forked lightning bolt tore through the sky without warning, dragging the entire world from extreme darkness into dazzling daylight in less than a second, instantly illuminating the blurred inscriptions on the stone tablets that had been worn down by rain and time to the point of being almost unrecognizable; in this brief moment of light, ancient runes flashed by, and then the light quickly faded, and the picture was once again swallowed up by the deep darkness and the sound of continuous heavy rain, leaving only the fleeting sense of mystery and the heavy oppression of history.", + "seed": 29366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_402_seed_29366_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012319774646311999, + "vlm_logprob": -0.012319774646311999, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.012319774646311999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004907349124550819 + ], + "opposite_logprob_tokens": [ + -5.754907131195068 + ], + "logprob_reward": -0.004907349124550819, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004907349124550819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24756014347076416, + 0.04180314391851425, + 0.09105289727449417, + 0.05160451680421829, + 0.044212788343429565, + 0.05270182713866234, + 0.04963315278291702, + 0.028744937852025032, + 0.22691112756729126, + 0.16577541828155518 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.004907349124550819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1273353546857834, + 0.05206448584794998, + 0.301171213388443, + 0.04209565743803978, + 0.11082644015550613, + 0.04850975424051285, + 0.03428388014435768, + 0.13726669549942017, + 0.04987446591258049, + 0.09657207131385803 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338184252381325 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338184252381325, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338184252381325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623988389968872, + 0.06013321503996849, + 0.25191530585289, + 0.037424951791763306, + 0.07767884433269501, + 0.03402194753289223, + 0.06868202984333038, + 0.04614954814314842, + 0.06444719433784485, + 0.0971481129527092 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.026338184252381325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071676388382912 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071676388382912, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071676388382912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13751938939094543, + 0.05540914833545685, + 0.2047615945339203, + 0.03875235095620155, + 0.09629177302122116, + 0.05607561022043228, + 0.06793580204248428, + 0.16692166030406952, + 0.10748131573200226, + 0.06885135173797607 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011071676388382912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14380300045013428, + 0.1337505578994751, + 0.2229730784893036, + 0.06794989109039307, + 0.0431462824344635, + 0.06806585192680359, + 0.045338548719882965, + 0.0672922283411026, + 0.11025147885084152, + 0.09742908924818039 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.006735597271472216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, shot from a low angle, rotates with a solemn and ponderous rhythm around an ancient stone monument standing alone amidst a raging thunderstorm. The entire scene is rendered in a stark, high-contrast black-and-white film texture, its rough grain dancing across the frame, imbuing the image with a raw, unsettling quality. Thick storm clouds swirl beneath the inky night sky, while torrential rain lashes the stone monument's weathered surface, creating glistening streams across it. Carved from dark rock, the monument is riddled with spiderweb-like cracks and mottled with moss, its edges battered by the erosion of countless years. At the moment the camera was moving smoothly, a pale, forked lightning bolt tore through the sky without warning, dragging the entire world from extreme darkness into dazzling daylight in less than a second, instantly illuminating the blurred inscriptions on the stone tablets that had been worn down by rain and time to the point of being almost unrecognizable; in this brief moment of light, ancient runes flashed by, and then the light quickly faded, and the picture was once again swallowed up by the deep darkness and the sound of continuous heavy rain, leaving only the fleeting sense of mystery and the heavy oppression of history.", + "seed": 29367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_8/index_402_seed_29367_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010108987521380185, + "vlm_logprob": -0.010108987521380185, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.010108987521380185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004758818540722132 + ], + "opposite_logprob_tokens": [ + -5.879758834838867 + ], + "logprob_reward": -0.004758818540722132, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004758818540722132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09388874471187592, + 0.0364048145711422, + 0.027413787320256233, + 0.07462188601493835, + 0.0697440356016159, + 0.06547334790229797, + 0.16998843848705292, + 0.03292547166347504, + 0.044150128960609436, + 0.3853893280029297 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004758818540722132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059529622085392475 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.0059529622085392475, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059529622085392475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05145270377397537, + 0.07684998214244843, + 0.04788557440042496, + 0.08044221997261047, + 0.24363973736763, + 0.05510086566209793, + 0.05375184118747711, + 0.05979162082076073, + 0.06853151321411133, + 0.26255396008491516 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.0059529622085392475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09294870495796204, + 0.10590749233961105, + 0.043364547193050385, + 0.09490013867616653, + 0.13561631739139557, + 0.041567351669073105, + 0.10120387375354767, + 0.051362305879592896, + 0.0492924302816391, + 0.28383687138557434 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092770162969828 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092770162969828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092770162969828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03333641216158867, + 0.026920104399323463, + 0.028703877702355385, + 0.028917696326971054, + 0.07768707722425461, + 0.034043047577142715, + 0.03277846798300743, + 0.07419034093618393, + 0.18064585328102112, + 0.48277711868286133 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.004092770162969828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient stone monument with weathered surfaces, cracks, and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a raging thunderstorm with thick storm clouds, torrential rain, and an inky night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in a stark, high-contrast black-and-white film texture with visible rough grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, arcing tracking shot from a low angle that rotates around the monument?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a pale, forked lightning bolt flash through the sky, briefly illuminating the monument and inscriptions before fading back into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793230816721916 + ], + "opposite_logprob_tokens": [ + -3.5297932624816895 + ], + "logprob_reward": -0.029793230816721916, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793230816721916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05913934111595154, + 0.03124893270432949, + 0.06480085104703903, + 0.06503494083881378, + 0.2974793016910553, + 0.1049690917134285, + 0.0766325369477272, + 0.09442117810249329, + 0.07539502531290054, + 0.1308787614107132 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.029793230816721916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_tensor([1139, 1139])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_tensor([1139, 1139])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e373f74df492a77a9c42e418da2e7ff51e373e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_tensor([1139, 1139])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot from a low, upward angle, the camera tilts steadily upward, tracking the paths of countless light trails ascending across the deep, inky, velvety midnight sky. Hundreds of dazzling golden arcs and brilliant silver beams, trailing long, shimmering trails of particles, shoot upward from the invisible bottom of the frame at astonishing speed, carving graceful, powerful parabolas through the sky, tearing through the night. As the camera tilts to its highest point, all the paths converge at a precise, breathtaking focal point at the very center of the frame, at the apex of their ascent. After a brief pause, they brilliantly merge and instantly explode into a vast, symmetrical, spherical corolla of pure light, illuminating the inky black sky with its intense radiance. The intertwining, yet distinct, strands of gold and silver create a visual climax of grandeur, celebration, and wonder.", + "seed": 28711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_1139_seed_28711_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12234001252800226, + "vlm_logprob": -0.12234001252800226, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.12234001252800226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3533261716365814 + ], + "opposite_logprob_tokens": [ + -1.2283262014389038 + ], + "logprob_reward": -0.3533261716365814, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3533261716365814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2645002603530884, + 0.3290214538574219, + 0.047893863171339035, + 0.03357700631022453, + 0.063834547996521, + 0.05362483486533165, + 0.07879196852445602, + 0.02862105332314968, + 0.058406636118888855, + 0.04172835871577263 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.3533261716365814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710264325141907 + ], + "opposite_logprob_tokens": [ + -2.1271026134490967 + ], + "logprob_reward": -0.12710264325141907, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710264325141907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1411595195531845, + 0.39205777645111084, + 0.08102727681398392, + 0.06790400296449661, + 0.08060794323682785, + 0.05508973076939583, + 0.05251874774694443, + 0.052451036870479584, + 0.03283630311489105, + 0.04434763267636299 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.12710264325141907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642908953130245 + ], + "opposite_logprob_tokens": [ + -4.88264274597168 + ], + "logprob_reward": -0.007642908953130245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642908953130245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39827731251716614, + 0.10842265188694, + 0.06289700418710709, + 0.11506761610507965, + 0.04574142023921013, + 0.039378572255373, + 0.06484133005142212, + 0.036891113966703415, + 0.09346333146095276, + 0.0350196473300457 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007642908953130245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033630579710007 + ], + "opposite_logprob_tokens": [ + -2.3503363132476807 + ], + "logprob_reward": -0.10033630579710007, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033630579710007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14659835398197174, + 0.4046003222465515, + 0.056158725172281265, + 0.09286695718765259, + 0.03659239783883095, + 0.07156814634799957, + 0.05089973285794258, + 0.057265959680080414, + 0.028547683730721474, + 0.05490170419216156 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10033630579710007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329203300178051 + ], + "opposite_logprob_tokens": [ + -3.773292064666748 + ], + "logprob_reward": -0.02329203300178051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329203300178051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12895363569259644, + 0.05118123069405556, + 0.084627665579319, + 0.17655745148658752, + 0.08503413200378418, + 0.03873749449849129, + 0.07284653186798096, + 0.05758735164999962, + 0.10785457491874695, + 0.196619912981987 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02329203300178051 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low, upward angle, the camera tilts steadily upward, tracking the paths of countless light trails ascending across the deep, inky, velvety midnight sky. Hundreds of dazzling golden arcs and brilliant silver beams, trailing long, shimmering trails of particles, shoot upward from the invisible bottom of the frame at astonishing speed, carving graceful, powerful parabolas through the sky, tearing through the night. As the camera tilts to its highest point, all the paths converge at a precise, breathtaking focal point at the very center of the frame, at the apex of their ascent. After a brief pause, they brilliantly merge and instantly explode into a vast, symmetrical, spherical corolla of pure light, illuminating the inky black sky with its intense radiance. The intertwining, yet distinct, strands of gold and silver create a visual climax of grandeur, celebration, and wonder.", + "seed": 28712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_1139_seed_28712_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0641811097972095, + "vlm_logprob": -0.0641811097972095, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.0641811097972095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20914208889007568 + ], + "opposite_logprob_tokens": [ + -1.7091420888900757 + ], + "logprob_reward": -0.20914208889007568, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20914208889007568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0885729119181633, + 0.1196388378739357, + 0.03093414567410946, + 0.0779607817530632, + 0.031323082745075226, + 0.013036930933594704, + 0.47949331998825073, + 0.06217057630419731, + 0.07059278339147568, + 0.02627662569284439 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.20914208889007568 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909235149621964 + ], + "opposite_logprob_tokens": [ + -2.464092254638672 + ], + "logprob_reward": -0.08909235149621964, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909235149621964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05557340011000633, + 0.1716749370098114, + 0.032818399369716644, + 0.06607336550951004, + 0.03558295965194702, + 0.03132350370287895, + 0.1381724625825882, + 0.13527514040470123, + 0.2692335247993469, + 0.06427227705717087 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.08909235149621964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639478426426649 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639478426426649, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639478426426649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033610910177230835, + 0.08975251764059067, + 0.019538898020982742, + 0.1770167201757431, + 0.025946341454982758, + 0.04072496294975281, + 0.40982547402381897, + 0.07222087681293488, + 0.05510323867201805, + 0.07626001536846161 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.007639478426426649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541827745735645 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541827745735645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541827745735645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017168082296848297, + 0.03398805856704712, + 0.009228373877704144, + 0.0670446828007698, + 0.008016368374228477, + 0.008746295236051083, + 0.769676148891449, + 0.007779279258102179, + 0.04828928783535957, + 0.030063429847359657 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.012541827745735645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024898024275898933 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024898024275898933, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024898024275898933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012945959344506264, + 0.03286822512745857, + 0.008124424144625664, + 0.013496561907231808, + 0.006122494116425514, + 0.024413373321294785, + 0.8242266178131104, + 0.01293641235679388, + 0.04192807152867317, + 0.022937867790460587 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.0024898024275898933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low, upward angle, the camera tilts steadily upward, tracking the paths of countless light trails ascending across the deep, inky, velvety midnight sky. Hundreds of dazzling golden arcs and brilliant silver beams, trailing long, shimmering trails of particles, shoot upward from the invisible bottom of the frame at astonishing speed, carving graceful, powerful parabolas through the sky, tearing through the night. As the camera tilts to its highest point, all the paths converge at a precise, breathtaking focal point at the very center of the frame, at the apex of their ascent. After a brief pause, they brilliantly merge and instantly explode into a vast, symmetrical, spherical corolla of pure light, illuminating the inky black sky with its intense radiance. The intertwining, yet distinct, strands of gold and silver create a visual climax of grandeur, celebration, and wonder.", + "seed": 28713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_1139_seed_28713_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08668639939278364, + "vlm_logprob": -0.08668639939278364, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.08668639939278364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2547210156917572 + ], + "opposite_logprob_tokens": [ + -1.5047210454940796 + ], + "logprob_reward": -0.2547210156917572, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2547210156917572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09392353892326355, + 0.26016438007354736, + 0.06414971500635147, + 0.04367503151297569, + 0.04821597784757614, + 0.15018096566200256, + 0.1352442055940628, + 0.0855817049741745, + 0.07580756396055222, + 0.043056920170784 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.2547210156917572 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209646165370941 + ], + "opposite_logprob_tokens": [ + -2.812096357345581 + ], + "logprob_reward": -0.06209646165370941, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209646165370941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11063196510076523, + 0.21280671656131744, + 0.08680862188339233, + 0.08599604666233063, + 0.046294886618852615, + 0.1642080843448639, + 0.12278814613819122, + 0.09482958167791367, + 0.03414757922291756, + 0.04148836061358452 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.06209646165370941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647731505334377 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647731505334377, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647731505334377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14094339311122894, + 0.11564699560403824, + 0.13689011335372925, + 0.06370684504508972, + 0.03378751501441002, + 0.07581882178783417, + 0.124085932970047, + 0.147418811917305, + 0.06972445547580719, + 0.09197713434696198 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.008647731505334377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033760219812393 + ], + "opposite_logprob_tokens": [ + -2.350337505340576 + ], + "logprob_reward": -0.10033760219812393, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033760219812393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0912109762430191, + 0.03590698912739754, + 0.06486054509878159, + 0.08681788295507431, + 0.05844299495220184, + 0.112421415746212, + 0.11340112239122391, + 0.09259764850139618, + 0.08018296957015991, + 0.2641574740409851 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.10033760219812393 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0831986740231514, + 0.1232176125049591, + 0.02789974957704544, + 0.03679252415895462, + 0.036576710641384125, + 0.0866125226020813, + 0.15490476787090302, + 0.15166187286376953, + 0.18182896077632904, + 0.11730656772851944 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.007629185914993286 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a low, upward angle, the camera tilts steadily upward, tracking the paths of countless light trails ascending across the deep, inky, velvety midnight sky. Hundreds of dazzling golden arcs and brilliant silver beams, trailing long, shimmering trails of particles, shoot upward from the invisible bottom of the frame at astonishing speed, carving graceful, powerful parabolas through the sky, tearing through the night. As the camera tilts to its highest point, all the paths converge at a precise, breathtaking focal point at the very center of the frame, at the apex of their ascent. After a brief pause, they brilliantly merge and instantly explode into a vast, symmetrical, spherical corolla of pure light, illuminating the inky black sky with its intense radiance. The intertwining, yet distinct, strands of gold and silver create a visual climax of grandeur, celebration, and wonder.", + "seed": 28714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000046/group_9/index_1139_seed_28714_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03814370855689049, + "vlm_logprob": -0.03814370855689049, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03814370855689049, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08540146797895432 + ], + "opposite_logprob_tokens": [ + -2.5854015350341797 + ], + "logprob_reward": -0.08540146797895432, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08540146797895432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14194372296333313, + 0.08381810784339905, + 0.1833484172821045, + 0.12394315004348755, + 0.05165319889783859, + 0.055200569331645966, + 0.06881067901849747, + 0.08991481363773346, + 0.09913147240877151, + 0.10223587602376938 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.08540146797895432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038156166672706604 + ], + "opposite_logprob_tokens": [ + -3.288156270980835 + ], + "logprob_reward": -0.038156166672706604, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038156166672706604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2005908340215683, + 0.06916727870702744, + 0.10457035899162292, + 0.07698129862546921, + 0.04681826010346413, + 0.05358186736702919, + 0.1005672961473465, + 0.22706246376037598, + 0.04129890725016594, + 0.0793614387512207 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.038156166672706604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962086841464043 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005962086841464043, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962086841464043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07579720765352249, + 0.15658137202262878, + 0.1379355639219284, + 0.07292644679546356, + 0.06155337020754814, + 0.04789028316736221, + 0.10345923155546188, + 0.1044548749923706, + 0.17611639201641083, + 0.06328519433736801 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.005962086841464043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866499826312065 + ], + "opposite_logprob_tokens": [ + -3.0486650466918945 + ], + "logprob_reward": -0.04866499826312065, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866499826312065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0974852591753006, + 0.06317529827356339, + 0.0612630732357502, + 0.13552024960517883, + 0.055169008672237396, + 0.056803978979587555, + 0.039332251995801926, + 0.1434164196252823, + 0.047535426914691925, + 0.3002990484237671 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.04866499826312065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot featuring a low, upward camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt steadily upward while tracking light trails ascending across a deep, inky, velvety midnight sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are hundreds of dazzling golden arcs and brilliant silver beams shooting upward from the bottom of the frame at astonishing speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light trails carve graceful parabolas and converge at a precise focal point at the very center of the frame at the apex of their ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light trails merge and instantly explode into a vast, symmetrical, spherical corolla of pure light that illuminates the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17240148782730103, + 0.0496707446873188, + 0.029194997623562813, + 0.031084230169653893, + 0.09162144362926483, + 0.03054182603955269, + 0.0653049424290657, + 0.32039886713027954, + 0.11561403423547745, + 0.09416742622852325 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.012533823028206825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_tensor([2055, 2055])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_tensor([2055, 2055])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5d038f62f7b0a091149d0ff33791d884015f5b3c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_tensor([2055, 2055])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "highly detailed documentary medium shot, shot from a level angle, slowly and steadily moves forward, gradually deepening into a family dining room filled with laughter and chatter. In the center of a dark, round wooden table, a stainless steel hot pot bubbling, half filled with a vibrant red spicy broth swirling with dried chilies and Sichuan peppercorns, the other half a milky white bone broth simmering with red dates and goji berries. Thick, white steam rises continuously from the pot, like a soft filter, imbuing the entire scene with a warm, fuzzy quality. A grandmother with graying hair and a kind smile carefully uses chopsticks to transfer a boiled fish ball to her granddaughter's bowl. The little girl, with pigtails and a pink sweater, gazes expectantly at the food in her bowl. Across from them, a middle-aged father in a dark blue V-neck sweater chats with his wife, a bright smile on his face. His mother, in a beige turtleneck, responds gently, expertly picking up a piece of green vegetable with her chopsticks and preparing to add it to the pot. The table was covered with a variety of ingredients: neatly arranged beef rolls, emerald greens, crisp white tofu slices, and fresh mushrooms. In front of each person was a bowl of prepared dipping sauce. A warm yellow chandelier hung above the table provided the sole source of light, its glow illuminating the steaming air and framing the happy expressions on everyone's faces, creating a warm, lively, and vibrant atmosphere for a family dinner.", + "seed": 18410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_2055_seed_18410_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04329050313681364, + "vlm_logprob": -0.04329050313681364, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.04329050313681364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029202472418546677 + ], + "opposite_logprob_tokens": [ + -3.779202461242676 + ], + "logprob_reward": -0.029202472418546677, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029202472418546677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1929643154144287, + 0.17540507018566132, + 0.10581808537244797, + 0.07122047245502472, + 0.04340588301420212, + 0.0647842064499855, + 0.037941791117191315, + 0.06659024953842163, + 0.07845664024353027, + 0.16341330111026764 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029202472418546677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046563055366277695 + ], + "opposite_logprob_tokens": [ + -5.3796563148498535 + ], + "logprob_reward": -0.0046563055366277695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046563055366277695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12799538671970367, + 0.08332479745149612, + 0.07103683054447174, + 0.04622935876250267, + 0.18393723666667938, + 0.022086698561906815, + 0.0611606165766716, + 0.09588012099266052, + 0.1398002654314041, + 0.16854867339134216 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.0046563055366277695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204761192202568 + ], + "opposite_logprob_tokens": [ + -2.8120477199554443 + ], + "logprob_reward": -0.06204761192202568, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204761192202568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19675306975841522, + 0.07097479701042175, + 0.049327749758958817, + 0.1312292367219925, + 0.14224286377429962, + 0.0548720508813858, + 0.038406532257795334, + 0.039671607315540314, + 0.22125563025474548, + 0.05526643618941307 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.06204761192202568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076242173090577126 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.0076242173090577126, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076242173090577126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13553589582443237, + 0.07817526161670685, + 0.05801904946565628, + 0.06816092878580093, + 0.1310604065656662, + 0.022966329008340836, + 0.06512299180030823, + 0.06775310635566711, + 0.0946892574429512, + 0.2785167098045349 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0076242173090577126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292190849781036 + ], + "opposite_logprob_tokens": [ + -2.237921953201294 + ], + "logprob_reward": -0.11292190849781036, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292190849781036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.623859703540802, + 0.09113489836454391, + 0.03718925267457962, + 0.03186307102441788, + 0.029686693102121353, + 0.015982190147042274, + 0.022350652143359184, + 0.024091143161058426, + 0.053100068122148514, + 0.07074230909347534 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.11292190849781036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly detailed documentary medium shot, shot from a level angle, slowly and steadily moves forward, gradually deepening into a family dining room filled with laughter and chatter. In the center of a dark, round wooden table, a stainless steel hot pot bubbling, half filled with a vibrant red spicy broth swirling with dried chilies and Sichuan peppercorns, the other half a milky white bone broth simmering with red dates and goji berries. Thick, white steam rises continuously from the pot, like a soft filter, imbuing the entire scene with a warm, fuzzy quality. A grandmother with graying hair and a kind smile carefully uses chopsticks to transfer a boiled fish ball to her granddaughter's bowl. The little girl, with pigtails and a pink sweater, gazes expectantly at the food in her bowl. Across from them, a middle-aged father in a dark blue V-neck sweater chats with his wife, a bright smile on his face. His mother, in a beige turtleneck, responds gently, expertly picking up a piece of green vegetable with her chopsticks and preparing to add it to the pot. The table was covered with a variety of ingredients: neatly arranged beef rolls, emerald greens, crisp white tofu slices, and fresh mushrooms. In front of each person was a bowl of prepared dipping sauce. A warm yellow chandelier hung above the table provided the sole source of light, its glow illuminating the steaming air and framing the happy expressions on everyone's faces, creating a warm, lively, and vibrant atmosphere for a family dinner.", + "seed": 18411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_2055_seed_18411_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027637403830885886, + "vlm_logprob": -0.027637403830885886, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.027637403830885886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027902593836188316 + ], + "opposite_logprob_tokens": [ + -3.777902603149414 + ], + "logprob_reward": -0.027902593836188316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.027902593836188316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055889565497636795, + 0.11106466501951218, + 0.04229205474257469, + 0.29384467005729675, + 0.4326012432575226, + 0.005367448553442955, + 0.012124909088015556, + 0.013485436327755451, + 0.010463410057127476, + 0.02286657504737377 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.027902593836188316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645629812031984 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.007645629812031984, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645629812031984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371985822916031, + 0.20804570615291595, + 0.04866662994027138, + 0.11830338835716248, + 0.3479580283164978, + 0.015132267959415913, + 0.03336288779973984, + 0.024141298606991768, + 0.030191246420145035, + 0.03699997067451477 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.007645629812031984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495508760213852 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495508760213852, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495508760213852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809289664030075, + 0.355100154876709, + 0.06519731879234314, + 0.04874245449900627, + 0.20329248905181885, + 0.03201215714216232, + 0.029568735510110855, + 0.08933820575475693, + 0.026824774220585823, + 0.04183085262775421 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.05495508760213852 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634353797882795 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634353797882795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634353797882795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20996592938899994, + 0.16144396364688873, + 0.04796363413333893, + 0.03759409114718437, + 0.4158669710159302, + 0.014570008032023907, + 0.03755863010883331, + 0.02230449579656124, + 0.02116941660642624, + 0.03156284615397453 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.004634353797882795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304935410618782 + ], + "opposite_logprob_tokens": [ + -3.1680493354797363 + ], + "logprob_reward": -0.04304935410618782, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304935410618782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.433549702167511, + 0.3008750081062317, + 0.018770307302474976, + 0.03198402374982834, + 0.13278819620609283, + 0.011530403047800064, + 0.026524845510721207, + 0.016696710139513016, + 0.010086419992148876, + 0.01719442382454872 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04304935410618782 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly detailed documentary medium shot, shot from a level angle, slowly and steadily moves forward, gradually deepening into a family dining room filled with laughter and chatter. In the center of a dark, round wooden table, a stainless steel hot pot bubbling, half filled with a vibrant red spicy broth swirling with dried chilies and Sichuan peppercorns, the other half a milky white bone broth simmering with red dates and goji berries. Thick, white steam rises continuously from the pot, like a soft filter, imbuing the entire scene with a warm, fuzzy quality. A grandmother with graying hair and a kind smile carefully uses chopsticks to transfer a boiled fish ball to her granddaughter's bowl. The little girl, with pigtails and a pink sweater, gazes expectantly at the food in her bowl. Across from them, a middle-aged father in a dark blue V-neck sweater chats with his wife, a bright smile on his face. His mother, in a beige turtleneck, responds gently, expertly picking up a piece of green vegetable with her chopsticks and preparing to add it to the pot. The table was covered with a variety of ingredients: neatly arranged beef rolls, emerald greens, crisp white tofu slices, and fresh mushrooms. In front of each person was a bowl of prepared dipping sauce. A warm yellow chandelier hung above the table provided the sole source of light, its glow illuminating the steaming air and framing the happy expressions on everyone's faces, creating a warm, lively, and vibrant atmosphere for a family dinner.", + "seed": 18412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_2055_seed_18412_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04819352049380541, + "vlm_logprob": -0.04819352049380541, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.04819352049380541, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02519907057285309 + ], + "opposite_logprob_tokens": [ + -3.9001991748809814 + ], + "logprob_reward": -0.02519907057285309, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02519907057285309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1787770539522171, + 0.10818237066268921, + 0.059926509857177734, + 0.05154725909233093, + 0.03168758377432823, + 0.030989695340394974, + 0.0351916141808033, + 0.1359197199344635, + 0.25618308782577515, + 0.1115950420498848 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.02519907057285309 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093133129179478 + ], + "opposite_logprob_tokens": [ + -4.5110931396484375 + ], + "logprob_reward": -0.011093133129179478, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093133129179478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07800386846065521, + 0.060081105679273605, + 0.043058887124061584, + 0.05565551295876503, + 0.03774481266736984, + 0.022309299558401108, + 0.02660846896469593, + 0.17012983560562134, + 0.3511083722114563, + 0.15529999136924744 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011093133129179478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002726197242737 + ], + "opposite_logprob_tokens": [ + -2.6950273513793945 + ], + "logprob_reward": -0.07002726197242737, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002726197242737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12280233949422836, + 0.06733572483062744, + 0.038937486708164215, + 0.042747482657432556, + 0.024068279191851616, + 0.028329994529485703, + 0.05495082587003708, + 0.04594508558511734, + 0.48766887187957764, + 0.0872139111161232 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.07002726197242737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624335587024689 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.007624335587024689, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624335587024689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12220136821269989, + 0.11348240077495575, + 0.08117326349020004, + 0.11318134516477585, + 0.04793887957930565, + 0.058674734085798264, + 0.07303119450807571, + 0.11918382346630096, + 0.14337781071662903, + 0.12775520980358124 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.007624335587024689 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702380120754242 + ], + "opposite_logprob_tokens": [ + -2.127023696899414 + ], + "logprob_reward": -0.12702380120754242, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12702380120754242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3493802845478058, + 0.04086824133992195, + 0.13937073945999146, + 0.18261757493019104, + 0.11939716339111328, + 0.02757342904806137, + 0.016081247478723526, + 0.02371545135974884, + 0.06750121712684631, + 0.03349459171295166 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.12702380120754242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly detailed documentary medium shot, shot from a level angle, slowly and steadily moves forward, gradually deepening into a family dining room filled with laughter and chatter. In the center of a dark, round wooden table, a stainless steel hot pot bubbling, half filled with a vibrant red spicy broth swirling with dried chilies and Sichuan peppercorns, the other half a milky white bone broth simmering with red dates and goji berries. Thick, white steam rises continuously from the pot, like a soft filter, imbuing the entire scene with a warm, fuzzy quality. A grandmother with graying hair and a kind smile carefully uses chopsticks to transfer a boiled fish ball to her granddaughter's bowl. The little girl, with pigtails and a pink sweater, gazes expectantly at the food in her bowl. Across from them, a middle-aged father in a dark blue V-neck sweater chats with his wife, a bright smile on his face. His mother, in a beige turtleneck, responds gently, expertly picking up a piece of green vegetable with her chopsticks and preparing to add it to the pot. The table was covered with a variety of ingredients: neatly arranged beef rolls, emerald greens, crisp white tofu slices, and fresh mushrooms. In front of each person was a bowl of prepared dipping sauce. A warm yellow chandelier hung above the table provided the sole source of light, its glow illuminating the steaming air and framing the happy expressions on everyone's faces, creating a warm, lively, and vibrant atmosphere for a family dinner.", + "seed": 18413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_0/index_2055_seed_18413_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11642408855259419, + "vlm_logprob": -0.11642408855259419, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11642408855259419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07272471487522125 + ], + "opposite_logprob_tokens": [ + -2.8227248191833496 + ], + "logprob_reward": -0.07272471487522125, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07272471487522125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12152189016342163, + 0.07778170704841614, + 0.04893534630537033, + 0.06013362482190132, + 0.07297655194997787, + 0.10973690450191498, + 0.12282455712556839, + 0.0881042331457138, + 0.21246376633644104, + 0.0855214074254036 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.07272471487522125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866167712956667 + ], + "opposite_logprob_tokens": [ + -4.75866174697876 + ], + "logprob_reward": -0.00866167712956667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866167712956667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12742210924625397, + 0.17280332744121552, + 0.1941845417022705, + 0.03200084716081619, + 0.21162809431552887, + 0.08178705722093582, + 0.03213784843683243, + 0.03577711433172226, + 0.053624026477336884, + 0.058635029941797256 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.00866167712956667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205310299992561 + ], + "opposite_logprob_tokens": [ + -2.8120532035827637 + ], + "logprob_reward": -0.06205310299992561, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205310299992561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13074709475040436, + 0.16923058032989502, + 0.14622871577739716, + 0.10558968782424927, + 0.12268336862325668, + 0.07533418387174606, + 0.1545950174331665, + 0.022951893508434296, + 0.038903702050447464, + 0.03373578190803528 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.06205310299992561 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777040220797062 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009777040220797062, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777040220797062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22991445660591125, + 0.07351507246494293, + 0.2031038999557495, + 0.0812770202755928, + 0.09516746550798416, + 0.10161536186933517, + 0.05145825073122978, + 0.034254807978868484, + 0.07221894711256027, + 0.057474710047245026 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.009777040220797062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot taken from a level angle that slowly moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a dark round wooden table with a stainless steel hot pot containing half red spicy broth and half milky white bone broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a grandmother with graying hair using chopsticks to transfer a boiled fish ball to a little girl with pigtails wearing a pink sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there visible ingredients including beef rolls, emerald greens, white tofu slices, mushrooms, and bowls of dipping sauce on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow chandelier hanging above the table?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289039075374603 + ], + "opposite_logprob_tokens": [ + -1.0539039373397827 + ], + "logprob_reward": -0.4289039075374603, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289039075374603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1734643280506134, + 0.12459073960781097, + 0.09315790981054306, + 0.048880789428949356, + 0.12703290581703186, + 0.053865473717451096, + 0.07316629588603973, + 0.047511596232652664, + 0.19714350998401642, + 0.06118647754192352 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.4289039075374603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_tensor([451, 451])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_tensor([451, 451])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f24703f932b76e1f4ecddfbb0aadc7cffe58e20 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_tensor([451, 451])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot tracks a powerful four-stroke snowmobile, the camera shaking violently to simulate intense vibrations as the machine accelerates explosively across pristine snow. The entire scene is rendered in a detailed, artistic style reminiscent of traditional oil painting, with all surfaces possessing visible, thick, mural-like textures. The snowmobile, painted a deep red that contrasts sharply with its surroundings, charges forward aggressively, its rider, clad in a black thermal suit, leaning into a turn, gripping the chrome handlebars. Bright, painterly sunlight gleams from the handlebars and the rider's fully reflective visor, reflecting a distorted, vibrant image of the landscape. As the machine's tracks dig deep into the icy terrain, it kicks up a massive, billowing plume of fresh powder—a chaotic explosion of white and crystalline particles that catch the light. In the background, a majestic panorama of jagged, snow-capped peaks stands starkly against a clear, deep blue sky, creating an aura of thrilling power and sublime, rugged beauty.", + "seed": 11836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_451_seed_11836_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2058287243824452, + "vlm_logprob": -0.2058287243824452, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.2058287243824452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2034616470336914 + ], + "opposite_logprob_tokens": [ + -1.9534616470336914 + ], + "logprob_reward": -0.2034616470336914, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.2034616470336914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4399249255657196, + 0.01575453206896782, + 0.012093929573893547, + 0.007179688196629286, + 0.360800564289093, + 0.01844179444015026, + 0.031406354159116745, + 0.08766879141330719, + 0.0141946105286479, + 0.012534873560070992 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2034616470336914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632818341255188 + ], + "opposite_logprob_tokens": [ + -0.757818341255188 + ], + "logprob_reward": -0.632818341255188, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632818341255188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24535518884658813, + 0.03430313989520073, + 0.07495774328708649, + 0.019631993025541306, + 0.16850914061069489, + 0.01762787066400051, + 0.02977045066654682, + 0.30102258920669556, + 0.07441931217908859, + 0.034402575343847275 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.632818341255188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784122928977013 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784122928977013, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784122928977013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14096306264400482, + 0.01842096634209156, + 0.022566985338926315, + 0.007157620973885059, + 0.6968613266944885, + 0.013779045082628727, + 0.009692943654954433, + 0.05770773068070412, + 0.025590820237994194, + 0.007259459234774113 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.009784122928977013 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989324033260345 + ], + "opposite_logprob_tokens": [ + -1.8048932552337646 + ], + "logprob_reward": -0.17989324033260345, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989324033260345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07750305533409119, + 0.013678750954568386, + 0.014010470360517502, + 0.004341167397797108, + 0.8180769681930542, + 0.007704624440521002, + 0.00838202890008688, + 0.042678795754909515, + 0.009532404132187366, + 0.004091733600944281 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.17989324033260345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003186270361766219 + ], + "opposite_logprob_tokens": [ + -5.753186225891113 + ], + "logprob_reward": -0.003186270361766219, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003186270361766219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19376301765441895, + 0.03057713620364666, + 0.020218022167682648, + 0.028747426345944405, + 0.5096883773803711, + 0.017744028940796852, + 0.11429300159215927, + 0.04235032945871353, + 0.018822701647877693, + 0.023795954883098602 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.003186270361766219 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot tracks a powerful four-stroke snowmobile, the camera shaking violently to simulate intense vibrations as the machine accelerates explosively across pristine snow. The entire scene is rendered in a detailed, artistic style reminiscent of traditional oil painting, with all surfaces possessing visible, thick, mural-like textures. The snowmobile, painted a deep red that contrasts sharply with its surroundings, charges forward aggressively, its rider, clad in a black thermal suit, leaning into a turn, gripping the chrome handlebars. Bright, painterly sunlight gleams from the handlebars and the rider's fully reflective visor, reflecting a distorted, vibrant image of the landscape. As the machine's tracks dig deep into the icy terrain, it kicks up a massive, billowing plume of fresh powder—a chaotic explosion of white and crystalline particles that catch the light. In the background, a majestic panorama of jagged, snow-capped peaks stands starkly against a clear, deep blue sky, creating an aura of thrilling power and sublime, rugged beauty.", + "seed": 11837, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_451_seed_11837_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14242626358754934, + "vlm_logprob": -0.14242626358754934, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.14242626358754934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25105950236320496 + ], + "opposite_logprob_tokens": [ + -1.6260595321655273 + ], + "logprob_reward": -0.25105950236320496, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.25105950236320496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.412227064371109, + 0.04485763981938362, + 0.049424510449171066, + 0.08406488597393036, + 0.05689837411046028, + 0.15743444859981537, + 0.08147229999303818, + 0.04039651155471802, + 0.021805772557854652, + 0.05141850560903549 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.25105950236320496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255764603614807 + ], + "opposite_logprob_tokens": [ + -1.600576400756836 + ], + "logprob_reward": -0.2255764603614807, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255764603614807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5208745002746582, + 0.051149431616067886, + 0.04750291258096695, + 0.08104874193668365, + 0.046077288687229156, + 0.07911507785320282, + 0.021433088928461075, + 0.03300714120268822, + 0.06580040603876114, + 0.05399143695831299 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.2255764603614807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16834154725074768, + 0.036751728504896164, + 0.04605652019381523, + 0.0882575511932373, + 0.09504345059394836, + 0.3035288155078888, + 0.07212654501199722, + 0.04549415037035942, + 0.11840742826461792, + 0.025992276147007942 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557274997234344 + ], + "opposite_logprob_tokens": [ + -1.6005727052688599 + ], + "logprob_reward": -0.22557274997234344, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557274997234344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130976602435112, + 0.1162094995379448, + 0.06924533098936081, + 0.1697273999452591, + 0.051039110869169235, + 0.24301336705684662, + 0.07243520766496658, + 0.030689895153045654, + 0.06774906069040298, + 0.04891456663608551 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.22557274997234344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006728610955178738 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.006728610955178738, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006728610955178738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20523767173290253, + 0.05369196832180023, + 0.05548015609383583, + 0.0689452663064003, + 0.09299847483634949, + 0.039222367107868195, + 0.07728716731071472, + 0.08886108547449112, + 0.17721675336360931, + 0.14105911552906036 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.006728610955178738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot tracks a powerful four-stroke snowmobile, the camera shaking violently to simulate intense vibrations as the machine accelerates explosively across pristine snow. The entire scene is rendered in a detailed, artistic style reminiscent of traditional oil painting, with all surfaces possessing visible, thick, mural-like textures. The snowmobile, painted a deep red that contrasts sharply with its surroundings, charges forward aggressively, its rider, clad in a black thermal suit, leaning into a turn, gripping the chrome handlebars. Bright, painterly sunlight gleams from the handlebars and the rider's fully reflective visor, reflecting a distorted, vibrant image of the landscape. As the machine's tracks dig deep into the icy terrain, it kicks up a massive, billowing plume of fresh powder—a chaotic explosion of white and crystalline particles that catch the light. In the background, a majestic panorama of jagged, snow-capped peaks stands starkly against a clear, deep blue sky, creating an aura of thrilling power and sublime, rugged beauty.", + "seed": 11838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_451_seed_11838_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15748343197628856, + "vlm_logprob": -0.15748343197628856, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.15748343197628856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24394121766090393 + ], + "opposite_logprob_tokens": [ + -1.7439411878585815 + ], + "logprob_reward": -0.24394121766090393, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.24394121766090393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09559954702854156, + 0.13163532316684723, + 0.12953366339206696, + 0.19036372005939484, + 0.28686872124671936, + 0.07005811482667923, + 0.012741967104375362, + 0.012814381159842014, + 0.036555249243974686, + 0.03382934257388115 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.24394121766090393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133493661880493 + ], + "opposite_logprob_tokens": [ + -1.4063348770141602 + ], + "logprob_reward": -0.28133493661880493, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133493661880493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30294525623321533, + 0.09459967911243439, + 0.06500822305679321, + 0.07152234017848969, + 0.14290538430213928, + 0.1405615210533142, + 0.07711470127105713, + 0.01566190831363201, + 0.039196763187646866, + 0.050484176725149155 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.28133493661880493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098350182175636 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098350182175636, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098350182175636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13745759427547455, + 0.18734858930110931, + 0.1282425820827484, + 0.14271563291549683, + 0.1134098544716835, + 0.11917196959257126, + 0.026661938056349754, + 0.026246236637234688, + 0.05779535695910454, + 0.06095018982887268 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004098350182175636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521020174026489 + ], + "opposite_logprob_tokens": [ + -1.502102017402649 + ], + "logprob_reward": -0.2521020174026489, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521020174026489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21600143611431122, + 0.12523509562015533, + 0.08168229460716248, + 0.13432523608207703, + 0.15777522325515747, + 0.11431404203176498, + 0.04148789495229721, + 0.051590703427791595, + 0.04002877697348595, + 0.037559252232313156 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.2521020174026489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005940638016909361 + ], + "opposite_logprob_tokens": [ + -5.1309404373168945 + ], + "logprob_reward": -0.005940638016909361, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005940638016909361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2555672526359558, + 0.08672592043876648, + 0.08542139828205109, + 0.02541995607316494, + 0.13214103877544403, + 0.27570101618766785, + 0.06055844575166702, + 0.008846799843013287, + 0.023125076666474342, + 0.04649317264556885 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.005940638016909361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot tracks a powerful four-stroke snowmobile, the camera shaking violently to simulate intense vibrations as the machine accelerates explosively across pristine snow. The entire scene is rendered in a detailed, artistic style reminiscent of traditional oil painting, with all surfaces possessing visible, thick, mural-like textures. The snowmobile, painted a deep red that contrasts sharply with its surroundings, charges forward aggressively, its rider, clad in a black thermal suit, leaning into a turn, gripping the chrome handlebars. Bright, painterly sunlight gleams from the handlebars and the rider's fully reflective visor, reflecting a distorted, vibrant image of the landscape. As the machine's tracks dig deep into the icy terrain, it kicks up a massive, billowing plume of fresh powder—a chaotic explosion of white and crystalline particles that catch the light. In the background, a majestic panorama of jagged, snow-capped peaks stands starkly against a clear, deep blue sky, creating an aura of thrilling power and sublime, rugged beauty.", + "seed": 11839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_1/index_451_seed_11839_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09840791625902057, + "vlm_logprob": -0.09840791625902057, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.09840791625902057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06437651067972183 + ], + "opposite_logprob_tokens": [ + -2.9393765926361084 + ], + "logprob_reward": -0.06437651067972183, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06437651067972183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07291018217802048, + 0.101337730884552, + 0.16798458993434906, + 0.030954021960496902, + 0.09281114488840103, + 0.0636197179555893, + 0.07527104020118713, + 0.13418187201023102, + 0.19385185837745667, + 0.06707784533500671 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.06437651067972183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34860870242118835 + ], + "opposite_logprob_tokens": [ + -1.2236087322235107 + ], + "logprob_reward": -0.34860870242118835, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34860870242118835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07692740857601166, + 0.06973235309123993, + 0.3834412693977356, + 0.013235838152468204, + 0.030665084719657898, + 0.02464940771460533, + 0.04793238267302513, + 0.23867247998714447, + 0.0867995098233223, + 0.027944261208176613 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.34860870242118835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950473714619875 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950473714619875, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950473714619875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10171181708574295, + 0.06555485725402832, + 0.21562010049819946, + 0.0245894193649292, + 0.04529548063874245, + 0.1395312249660492, + 0.08537666499614716, + 0.196682408452034, + 0.07347005605697632, + 0.052167974412441254 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.005950473714619875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203988194465637 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203988194465637, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203988194465637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12832579016685486, + 0.11930372565984726, + 0.15109288692474365, + 0.034995123744010925, + 0.09582541137933731, + 0.09836334735155106, + 0.08833210170269012, + 0.10733944922685623, + 0.13205990195274353, + 0.04436231032013893 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.06203988194465637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a detailed artistic style reminiscent of traditional oil painting with thick, mural-like textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a deep red snowmobile accelerating aggressively across pristine snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shaking violently to simulate intense vibrations while the snowmobile charges forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background feature a panorama of jagged, snow-capped peaks against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011064012534916401 + ], + "opposite_logprob_tokens": [ + -4.511064052581787 + ], + "logprob_reward": -0.011064012534916401, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011064012534916401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08663573861122131, + 0.35526803135871887, + 0.05935512110590935, + 0.10767846554517746, + 0.06840670853853226, + 0.043034859001636505, + 0.06254158914089203, + 0.07004233449697495, + 0.10337714105844498, + 0.0436599999666214 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.011064012534916401 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_tensor([9133, 9133])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_tensor([9133, 9133])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dfd994fa06e3edc849a1f56805bfb56c5cc9e562 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_tensor([9133, 9133])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-facing, long shot transports us into a deep-sea world reminiscent of a richly colored classical oil painting. A massive humpback whale swims by with a majestic and deliberate rhythm, its massive frame practically dominating the frame. Its deep blue, almost black skin, stained with white scratches and barnacles from the passage of time, reflects the rich luster of oil paint in the faint, divinely inspired beams of light that filter down from the surface. Its massive, powerful tail fin rises and falls with almost imperceptible grace and stability, each movement propelling it effortlessly through the deep, almost inky Prussian blue waters. Light filters through the water, creating soft, rich gradations of light and dark, reminiscent of the chiaroscuro in a Rembrandt painting. Countless tiny plankton, like suspended golden dust, imbue the gloom with a shimmer of life. The background is an endless abyss, and the whole picture is full of tranquility, solemnity and an epic feeling that transcends time. The texture is heavy, as if every frame is a carefully painted ocean-themed masterpiece.", + "seed": 23136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_9133_seed_23136_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5807169675827026, + "vlm_logprob": -0.5807169675827026, + "vlm_yes_no_margin": 0.5249999761581421, + "vlm_token_credit": -0.5807169675827026, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8987666368484497 + ], + "opposite_logprob_tokens": [ + -0.5237666368484497 + ], + "logprob_reward": -0.8987666368484497, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8987666368484497, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13264712691307068, + 0.05719846487045288, + 0.06363516300916672, + 0.10600097477436066, + 0.09114913642406464, + 0.04784145578742027, + 0.32062238454818726, + 0.10538024455308914, + 0.03877384588122368, + 0.036751192063093185 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.8987666368484497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233709216117859 + ], + "opposite_logprob_tokens": [ + -0.8983709216117859 + ], + "logprob_reward": -0.5233709216117859, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233709216117859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2011922299861908, + 0.1317211538553238, + 0.1255967915058136, + 0.11952456831932068, + 0.07097398489713669, + 0.050371695309877396, + 0.09860347956418991, + 0.11460226029157639, + 0.037923768162727356, + 0.04949001595377922 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5233709216117859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161603391170502 + ], + "opposite_logprob_tokens": [ + -1.7016160488128662 + ], + "logprob_reward": -0.20161603391170502, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161603391170502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06757877767086029, + 0.107455775141716, + 0.1355074942111969, + 0.11577469110488892, + 0.21011286973953247, + 0.08816910535097122, + 0.06317052245140076, + 0.12925319373607635, + 0.042325060814619064, + 0.04065252095460892 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.20161603391170502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280851185321808 + ], + "opposite_logprob_tokens": [ + -2.017808437347412 + ], + "logprob_reward": -0.14280851185321808, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14280851185321808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16020619869232178, + 0.05340820550918579, + 0.06861976534128189, + 0.05804217606782913, + 0.18459324538707733, + 0.06676698476076126, + 0.10603858530521393, + 0.09339072555303574, + 0.12005671858787537, + 0.08887744694948196 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.14280851185321808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370227336883545 + ], + "opposite_logprob_tokens": [ + -0.3870227336883545 + ], + "logprob_reward": -1.1370227336883545, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370227336883545, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0737968236207962, + 0.05466129630804062, + 0.06325871497392654, + 0.14602363109588623, + 0.12146872282028198, + 0.08816087990999222, + 0.1939144730567932, + 0.12924128770828247, + 0.08262012153863907, + 0.04685403034090996 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -1.1370227336883545 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, right-facing, long shot transports us into a deep-sea world reminiscent of a richly colored classical oil painting. A massive humpback whale swims by with a majestic and deliberate rhythm, its massive frame practically dominating the frame. Its deep blue, almost black skin, stained with white scratches and barnacles from the passage of time, reflects the rich luster of oil paint in the faint, divinely inspired beams of light that filter down from the surface. Its massive, powerful tail fin rises and falls with almost imperceptible grace and stability, each movement propelling it effortlessly through the deep, almost inky Prussian blue waters. Light filters through the water, creating soft, rich gradations of light and dark, reminiscent of the chiaroscuro in a Rembrandt painting. Countless tiny plankton, like suspended golden dust, imbue the gloom with a shimmer of life. The background is an endless abyss, and the whole picture is full of tranquility, solemnity and an epic feeling that transcends time. The texture is heavy, as if every frame is a carefully painted ocean-themed masterpiece.", + "seed": 23137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_9133_seed_23137_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4560081735253334, + "vlm_logprob": -0.4560081735253334, + "vlm_yes_no_margin": 1.3000000238418579, + "vlm_token_credit": -0.4560081735253334, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1438552588224411 + ], + "opposite_logprob_tokens": [ + -2.018855333328247 + ], + "logprob_reward": -0.1438552588224411, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1438552588224411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12872432172298431, + 0.0858663022518158, + 0.07689157128334045, + 0.18826639652252197, + 0.03596466779708862, + 0.30068039894104004, + 0.05493515729904175, + 0.04180952161550522, + 0.02416902780532837, + 0.06269267201423645 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.1438552588224411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256220281124115 + ], + "opposite_logprob_tokens": [ + -1.6006220579147339 + ], + "logprob_reward": -0.2256220281124115, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256220281124115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0896349623799324, + 0.07654178887605667, + 0.1288159191608429, + 0.04484153911471367, + 0.14885342121124268, + 0.3631661534309387, + 0.027744591236114502, + 0.046338632702827454, + 0.04659814015030861, + 0.02746490016579628 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.2256220281124115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868180304765701 + ], + "opposite_logprob_tokens": [ + -3.0486817359924316 + ], + "logprob_reward": -0.04868180304765701, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868180304765701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04110012948513031, + 0.03654780983924866, + 0.0271612536162138, + 0.12862655520439148, + 0.02910774014890194, + 0.14437827467918396, + 0.10163780301809311, + 0.17177855968475342, + 0.09936034679412842, + 0.22030159831047058 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.04868180304765701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603570431470871 + ], + "opposite_logprob_tokens": [ + -1.9103569984436035 + ], + "logprob_reward": -0.1603570431470871, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603570431470871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06960608810186386, + 0.02642224356532097, + 0.03697900101542473, + 0.10062253475189209, + 0.03829657658934593, + 0.5481153130531311, + 0.03772593289613724, + 0.06207326427102089, + 0.021612385287880898, + 0.05854661017656326 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.1603570431470871 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015247344970703 + ], + "opposite_logprob_tokens": [ + -0.20152471959590912 + ], + "logprob_reward": -1.7015247344970703, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015247344970703, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08604973554611206, + 0.044947706162929535, + 0.021856211125850677, + 0.0651269182562828, + 0.021699856966733932, + 0.6139551997184753, + 0.037296123802661896, + 0.05244668573141098, + 0.03198571875691414, + 0.02463589794933796 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -1.7015247344970703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, right-facing, long shot transports us into a deep-sea world reminiscent of a richly colored classical oil painting. A massive humpback whale swims by with a majestic and deliberate rhythm, its massive frame practically dominating the frame. Its deep blue, almost black skin, stained with white scratches and barnacles from the passage of time, reflects the rich luster of oil paint in the faint, divinely inspired beams of light that filter down from the surface. Its massive, powerful tail fin rises and falls with almost imperceptible grace and stability, each movement propelling it effortlessly through the deep, almost inky Prussian blue waters. Light filters through the water, creating soft, rich gradations of light and dark, reminiscent of the chiaroscuro in a Rembrandt painting. Countless tiny plankton, like suspended golden dust, imbue the gloom with a shimmer of life. The background is an endless abyss, and the whole picture is full of tranquility, solemnity and an epic feeling that transcends time. The texture is heavy, as if every frame is a carefully painted ocean-themed masterpiece.", + "seed": 23138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_9133_seed_23138_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3627875357866287, + "vlm_logprob": -0.3627875357866287, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.3627875357866287, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05643145740032196 + ], + "opposite_logprob_tokens": [ + -2.931431531906128 + ], + "logprob_reward": -0.05643145740032196, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05643145740032196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3027839958667755, + 0.06412113457918167, + 0.10751854628324509, + 0.03704870492219925, + 0.09797156602144241, + 0.08958152681589127, + 0.038146909326314926, + 0.04354340210556984, + 0.1822851151227951, + 0.03699910268187523 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.05643145740032196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521754801273346 + ], + "opposite_logprob_tokens": [ + -1.5021754503250122 + ], + "logprob_reward": -0.2521754801273346, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521754801273346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18730202317237854, + 0.2026689499616623, + 0.08623994886875153, + 0.06555461138486862, + 0.08108501881361008, + 0.03725087642669678, + 0.06127645820379257, + 0.029208935797214508, + 0.18331198394298553, + 0.06610115617513657 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.2521754801273346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899297028779984 + ], + "opposite_logprob_tokens": [ + -2.578993082046509 + ], + "logprob_reward": -0.07899297028779984, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899297028779984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.091924749314785, + 0.048772502690553665, + 0.09308759868144989, + 0.06153199449181557, + 0.050092317163944244, + 0.16899684071540833, + 0.05177561566233635, + 0.14607840776443481, + 0.25119444727897644, + 0.036545537412166595 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.07899297028779984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293106526136398 + ], + "opposite_logprob_tokens": [ + -2.2379310131073 + ], + "logprob_reward": -0.11293106526136398, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293106526136398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038580384105443954, + 0.07793441414833069, + 0.07388649135828018, + 0.02760384790599346, + 0.382070392370224, + 0.2566576898097992, + 0.032117146998643875, + 0.045257192105054855, + 0.03440900519490242, + 0.03148340433835983 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.11293106526136398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134067058563232 + ], + "opposite_logprob_tokens": [ + -0.31340673565864563 + ], + "logprob_reward": -1.3134067058563232, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134067058563232, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12680275738239288, + 0.29144757986068726, + 0.09045537561178207, + 0.06270239502191544, + 0.05951159447431564, + 0.11774258315563202, + 0.04198430851101875, + 0.09839100390672684, + 0.06612104177474976, + 0.04484134912490845 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -1.3134067058563232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, right-facing, long shot transports us into a deep-sea world reminiscent of a richly colored classical oil painting. A massive humpback whale swims by with a majestic and deliberate rhythm, its massive frame practically dominating the frame. Its deep blue, almost black skin, stained with white scratches and barnacles from the passage of time, reflects the rich luster of oil paint in the faint, divinely inspired beams of light that filter down from the surface. Its massive, powerful tail fin rises and falls with almost imperceptible grace and stability, each movement propelling it effortlessly through the deep, almost inky Prussian blue waters. Light filters through the water, creating soft, rich gradations of light and dark, reminiscent of the chiaroscuro in a Rembrandt painting. Countless tiny plankton, like suspended golden dust, imbue the gloom with a shimmer of life. The background is an endless abyss, and the whole picture is full of tranquility, solemnity and an epic feeling that transcends time. The texture is heavy, as if every frame is a carefully painted ocean-themed masterpiece.", + "seed": 23139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_10/index_9133_seed_23139_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.46961447298526765, + "vlm_logprob": -0.46961447298526765, + "vlm_yes_no_margin": 1.200000023841858, + "vlm_token_credit": -0.46961447298526765, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08990246802568436 + ], + "opposite_logprob_tokens": [ + -2.464902400970459 + ], + "logprob_reward": -0.08990246802568436, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08990246802568436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10779783129692078, + 0.18479213118553162, + 0.30633872747421265, + 0.06232496723532677, + 0.07809004932641983, + 0.0331585630774498, + 0.12739859521389008, + 0.026364756748080254, + 0.016313748434185982, + 0.05742063373327255 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.08990246802568436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349849700927734 + ], + "opposite_logprob_tokens": [ + -1.3134984970092773 + ], + "logprob_reward": -0.31349849700927734, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349849700927734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12770052254199982, + 0.2490425705909729, + 0.06581636518239975, + 0.03191368654370308, + 0.11881572008132935, + 0.050611335784196854, + 0.06624476611614227, + 0.058155957609415054, + 0.15350526571273804, + 0.07819381356239319 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.31349849700927734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283744990825653 + ], + "opposite_logprob_tokens": [ + -2.0178375244140625 + ], + "logprob_reward": -0.14283744990825653, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14283744990825653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10763096064329147, + 0.06507169455289841, + 0.1648256629705429, + 0.15960605442523956, + 0.0876331701874733, + 0.06946315616369247, + 0.1346924751996994, + 0.05709363892674446, + 0.0721585676074028, + 0.08182468265295029 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.14283744990825653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031851381063461 + ], + "opposite_logprob_tokens": [ + -2.350318431854248 + ], + "logprob_reward": -0.10031851381063461, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031851381063461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17489035427570343, + 0.15796060860157013, + 0.05003306269645691, + 0.0504542700946331, + 0.0813264325261116, + 0.060358092188835144, + 0.10159894078969955, + 0.09141331911087036, + 0.14221496880054474, + 0.08974993973970413 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.10031851381063461 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive humpback whale swimming in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the whale's skin deep blue or black with visible white scratches and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's tail fin visible rising and falling to propel it through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny plankton visible as suspended golden dust in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a richly colored classical oil painting with heavy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015154361724854 + ], + "opposite_logprob_tokens": [ + -0.20151546597480774 + ], + "logprob_reward": -1.7015154361724854, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015154361724854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2809041142463684, + 0.16321969032287598, + 0.055425312370061874, + 0.049464065581560135, + 0.06525455415248871, + 0.04318518191576004, + 0.05893401429057121, + 0.04699917882680893, + 0.14382308721542358, + 0.0927908793091774 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -1.7015154361724854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_tensor([5175, 5175])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_tensor([5175, 5175])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..802e45c319d4063c15e367c6cf864e2e71f303d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_tensor([5175, 5175])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "As the camera executes a slow, perfectly steady tracking motion, a majestic extreme wide shot unfolds, gliding parallel to a massive, whale-like, semi-rigid airship, drifting silently across a breathtakingly vast, pastel-colored sky. The airship's shape is organic and monumental, reminiscent of a giant blue whale, with a broad, rounded nose and elegantly tapered tail. Its skin is a seamless, high-tech fabric of pearlescent off-white, beneath which the subtle outlines of its internal structural ribs are faintly visible. The entire scene is bathed in the warm golden glow of a low, off-camera sun, which caresses the airship's massive, curved flanks, creating a soft sheen on its fabric and casting long, gentle shadows that emphasize its organic contours. The background is a masterpiece of soft colors, the sky melting into a gentle gradient of pale rose, creamy orange, and gentle lavender, dotted with wispy, feathery clouds. The airship floats forward with an almost imperceptible serene grace, its immense scale creating a profound sense of peace in the quiet, still air, while the camera’s synchronized, deliberate tracking movements enhance the feeling of a silent, dreamlike journey, creating an extremely soothing and awe-inspiring atmosphere.", + "seed": 428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_5175_seed_428_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.054995106533169746, + "vlm_logprob": -0.054995106533169746, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.054995106533169746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16083946824073792 + ], + "opposite_logprob_tokens": [ + -1.9108394384384155 + ], + "logprob_reward": -0.16083946824073792, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16083946824073792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07652182877063751, + 0.06681659072637558, + 0.14800681173801422, + 0.02268887124955654, + 0.09777950495481491, + 0.31424570083618164, + 0.1698971390724182, + 0.05046248808503151, + 0.016016846522688866, + 0.03756420314311981 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.16083946824073792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370305523276329 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370305523276329, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370305523276329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14401710033416748, + 0.19977939128875732, + 0.13950340449810028, + 0.11403722316026688, + 0.023015499114990234, + 0.17323796451091766, + 0.03924554958939552, + 0.07088217884302139, + 0.06727179884910583, + 0.029009923338890076 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03370305523276329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816402819007635 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816402819007635, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816402819007635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4340095818042755, + 0.1812601238489151, + 0.095643050968647, + 0.027493657544255257, + 0.037868984043598175, + 0.06937247514724731, + 0.04096817597746849, + 0.06401906162500381, + 0.025632070377469063, + 0.02373279444873333 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002816402819007635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622797507792711 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622797507792711, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622797507792711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04945546016097069, + 0.14009930193424225, + 0.03033757396042347, + 0.04049067199230194, + 0.035598523914813995, + 0.12947289645671844, + 0.1848667412996292, + 0.2675968110561371, + 0.09494248032569885, + 0.027139516547322273 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.007622797507792711 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999380886554718 + ], + "opposite_logprob_tokens": [ + -2.694993734359741 + ], + "logprob_reward": -0.06999380886554718, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999380886554718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09410622715950012, + 0.054430969059467316, + 0.06036752089858055, + 0.023666657507419586, + 0.03320404142141342, + 0.3752599060535431, + 0.09376750886440277, + 0.18976734578609467, + 0.06013081595301628, + 0.01529894769191742 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.06999380886554718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a slow, perfectly steady tracking motion, a majestic extreme wide shot unfolds, gliding parallel to a massive, whale-like, semi-rigid airship, drifting silently across a breathtakingly vast, pastel-colored sky. The airship's shape is organic and monumental, reminiscent of a giant blue whale, with a broad, rounded nose and elegantly tapered tail. Its skin is a seamless, high-tech fabric of pearlescent off-white, beneath which the subtle outlines of its internal structural ribs are faintly visible. The entire scene is bathed in the warm golden glow of a low, off-camera sun, which caresses the airship's massive, curved flanks, creating a soft sheen on its fabric and casting long, gentle shadows that emphasize its organic contours. The background is a masterpiece of soft colors, the sky melting into a gentle gradient of pale rose, creamy orange, and gentle lavender, dotted with wispy, feathery clouds. The airship floats forward with an almost imperceptible serene grace, its immense scale creating a profound sense of peace in the quiet, still air, while the camera’s synchronized, deliberate tracking movements enhance the feeling of a silent, dreamlike journey, creating an extremely soothing and awe-inspiring atmosphere.", + "seed": 429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_5175_seed_429_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04131952715106309, + "vlm_logprob": -0.04131952715106309, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.04131952715106309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11343224346637726 + ], + "opposite_logprob_tokens": [ + -2.2384321689605713 + ], + "logprob_reward": -0.11343224346637726, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11343224346637726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022663472220301628, + 0.013000234961509705, + 0.8754245042800903, + 0.009672116488218307, + 0.007846357300877571, + 0.005539755802601576, + 0.02392316237092018, + 0.005287248641252518, + 0.015863988548517227, + 0.020779086276888847 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.11343224346637726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03915269300341606, + 0.032407358288764954, + 0.814970850944519, + 0.009842786006629467, + 0.02892914041876793, + 0.0123157212510705, + 0.01887582428753376, + 0.004447669256478548, + 0.025012793019413948, + 0.014045189134776592 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03810648247599602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028168782591819763 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028168782591819763, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028168782591819763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02868226356804371, + 0.07683577388525009, + 0.7978152632713318, + 0.017325829714536667, + 0.0304068885743618, + 0.0032816764432936907, + 0.02709067054092884, + 0.00599299930036068, + 0.007177412509918213, + 0.005391196347773075 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0028168782591819763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613254288211465 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613254288211465, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613254288211465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03201190382242203, + 0.07912740111351013, + 0.743617594242096, + 0.023567315191030502, + 0.026133831590414047, + 0.01358618214726448, + 0.03432214632630348, + 0.007758549880236387, + 0.02338799089193344, + 0.01648709923028946 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.003613254288211465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048628777265548706 + ], + "opposite_logprob_tokens": [ + -3.048628807067871 + ], + "logprob_reward": -0.048628777265548706, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048628777265548706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018252357840538025, + 0.019832145422697067, + 0.862716794013977, + 0.022303685545921326, + 0.02719283290207386, + 0.0040435646660625935, + 0.00737370178103447, + 0.01052781566977501, + 0.020939769223332405, + 0.006817231886088848 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.048628777265548706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a slow, perfectly steady tracking motion, a majestic extreme wide shot unfolds, gliding parallel to a massive, whale-like, semi-rigid airship, drifting silently across a breathtakingly vast, pastel-colored sky. The airship's shape is organic and monumental, reminiscent of a giant blue whale, with a broad, rounded nose and elegantly tapered tail. Its skin is a seamless, high-tech fabric of pearlescent off-white, beneath which the subtle outlines of its internal structural ribs are faintly visible. The entire scene is bathed in the warm golden glow of a low, off-camera sun, which caresses the airship's massive, curved flanks, creating a soft sheen on its fabric and casting long, gentle shadows that emphasize its organic contours. The background is a masterpiece of soft colors, the sky melting into a gentle gradient of pale rose, creamy orange, and gentle lavender, dotted with wispy, feathery clouds. The airship floats forward with an almost imperceptible serene grace, its immense scale creating a profound sense of peace in the quiet, still air, while the camera’s synchronized, deliberate tracking movements enhance the feeling of a silent, dreamlike journey, creating an extremely soothing and awe-inspiring atmosphere.", + "seed": 430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_5175_seed_430_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04449125090613961, + "vlm_logprob": -0.04449125090613961, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.04449125090613961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06267068535089493 + ], + "opposite_logprob_tokens": [ + -2.8126707077026367 + ], + "logprob_reward": -0.06267068535089493, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06267068535089493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42788946628570557, + 0.06878887116909027, + 0.026922008022665977, + 0.060865577310323715, + 0.11543914675712585, + 0.07882717996835709, + 0.08250163495540619, + 0.07162608951330185, + 0.0424015074968338, + 0.02473856881260872 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.06267068535089493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868702590465546 + ], + "opposite_logprob_tokens": [ + -3.048686981201172 + ], + "logprob_reward": -0.04868702590465546, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868702590465546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11620870977640152, + 0.06033548712730408, + 0.03960876539349556, + 0.031163889914751053, + 0.04446859657764435, + 0.05228837952017784, + 0.5134362578392029, + 0.08083660900592804, + 0.028654001653194427, + 0.03299929201602936 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04868702590465546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001512932125478983 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.001512932125478983, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001512932125478983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09091955423355103, + 0.03365980088710785, + 0.030391985550522804, + 0.019245197996497154, + 0.06454996019601822, + 0.042310524731874466, + 0.5338844656944275, + 0.12744468450546265, + 0.033013198524713516, + 0.02458062954246998 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.001512932125478983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576467737555504 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576467737555504, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576467737555504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.300493061542511, + 0.05879131704568863, + 0.035829171538352966, + 0.027666157111525536, + 0.10538551211357117, + 0.07923849672079086, + 0.2119998037815094, + 0.0731959193944931, + 0.04088091477751732, + 0.06651965528726578 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.020576467737555504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900914341211319 + ], + "opposite_logprob_tokens": [ + -2.4640090465545654 + ], + "logprob_reward": -0.08900914341211319, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900914341211319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159484401345253, + 0.06405662000179291, + 0.02068299613893032, + 0.044279973953962326, + 0.10763321071863174, + 0.1065702885389328, + 0.3639509081840515, + 0.08894345909357071, + 0.023730311542749405, + 0.020667770877480507 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.08900914341211319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a slow, perfectly steady tracking motion, a majestic extreme wide shot unfolds, gliding parallel to a massive, whale-like, semi-rigid airship, drifting silently across a breathtakingly vast, pastel-colored sky. The airship's shape is organic and monumental, reminiscent of a giant blue whale, with a broad, rounded nose and elegantly tapered tail. Its skin is a seamless, high-tech fabric of pearlescent off-white, beneath which the subtle outlines of its internal structural ribs are faintly visible. The entire scene is bathed in the warm golden glow of a low, off-camera sun, which caresses the airship's massive, curved flanks, creating a soft sheen on its fabric and casting long, gentle shadows that emphasize its organic contours. The background is a masterpiece of soft colors, the sky melting into a gentle gradient of pale rose, creamy orange, and gentle lavender, dotted with wispy, feathery clouds. The airship floats forward with an almost imperceptible serene grace, its immense scale creating a profound sense of peace in the quiet, still air, while the camera’s synchronized, deliberate tracking movements enhance the feeling of a silent, dreamlike journey, creating an extremely soothing and awe-inspiring atmosphere.", + "seed": 431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_11/index_5175_seed_431_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026295709051191808, + "vlm_logprob": -0.026295709051191808, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.026295709051191808, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005454063881188631 + ], + "opposite_logprob_tokens": [ + -5.380454063415527 + ], + "logprob_reward": -0.005454063881188631, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005454063881188631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618899941444397, + 0.062183085829019547, + 0.022096794098615646, + 0.17208045721054077, + 0.202920064330101, + 0.11576806008815765, + 0.07522095739841461, + 0.04338042810559273, + 0.032003168016672134, + 0.012456975877285004 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005454063881188631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958924651145935 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.054958924651145935, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958924651145935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5947086215019226, + 0.015295226126909256, + 0.02731560543179512, + 0.06162111461162567, + 0.07860983908176422, + 0.04591330513358116, + 0.04922427609562874, + 0.05362660437822342, + 0.060666151344776154, + 0.013019260950386524 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.054958924651145935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7406941652297974, + 0.009512142278254032, + 0.013794809579849243, + 0.05496865510940552, + 0.060402415692806244, + 0.032525043934583664, + 0.056833017617464066, + 0.009291251190006733, + 0.012266062200069427, + 0.009712493978440762 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0019393223337829113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195182360708714 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195182360708714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195182360708714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40927186608314514, + 0.05765917897224426, + 0.019694548100233078, + 0.07624536752700806, + 0.07227755337953568, + 0.14569345116615295, + 0.09289143234491348, + 0.023708827793598175, + 0.0848119780421257, + 0.017745845019817352 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.014195182360708714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive airship resembling a giant blue whale with a rounded nose and tapered tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the airship's skin a seamless pearlescent off-white fabric with faintly visible internal structural ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pastel sky with a gradient of pale rose, creamy orange, and lavender dotted with wispy clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm golden glow from a low off-camera sun creating long gentle shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, perfectly steady tracking motion parallel to the airship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493105202913284 + ], + "opposite_logprob_tokens": [ + -2.929931163787842 + ], + "logprob_reward": -0.05493105202913284, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493105202913284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15771274268627167, + 0.03743818774819374, + 0.03943929076194763, + 0.18780912458896637, + 0.13908465206623077, + 0.12094104290008545, + 0.16181722283363342, + 0.04035715013742447, + 0.056229118257761, + 0.059171535074710846 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.05493105202913284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_tensor([8237, 8237])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_tensor([8237, 8237])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d13c00b25e9f79ff2e988828f018101d48a3f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_tensor([8237, 8237])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot from near the horizon, the camera tilted steadily upward, capturing in slow motion the moment a massive humpback whale breaches the surface with awe-inspiring power and grace. Beneath the golden glow of a setting sun, the beast's deep, almost black skin is covered in white barnacles and scarred by age. As its massive body almost completely breaks the surface, tons of seawater cascade down its smooth hide, breaking into countless shimmering, iridescent droplets in mid-air. Reaching its peak in mid-air, it gracefully twists sideways, fully extending its massive, wing-like pectoral fins. The ridged, milky white skin of its belly stands out against the warm light. Against the backdrop lies a vast expanse of deep blue ocean, shimmering with golden ripples. The distant sky is tinted in a gradient of warm orange and soft purple. The entire scene is imbued with the raw power of life and the majestic beauty of nature, creating a breathtaking, epic tranquility and awe.", + "seed": 3081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_8237_seed_3081_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03888938166201115, + "vlm_logprob": -0.03888938166201115, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03888938166201115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029942717403173447 + ], + "opposite_logprob_tokens": [ + -3.779942750930786 + ], + "logprob_reward": -0.029942717403173447, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029942717403173447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14635464549064636, + 0.09759844839572906, + 0.07132633775472641, + 0.16478033363819122, + 0.04205578565597534, + 0.10074745118618011, + 0.07391729950904846, + 0.14375095069408417, + 0.11955748498439789, + 0.03991125151515007 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.029942717403173447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087710037827492 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087710037827492, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087710037827492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335480958223343, + 0.07589059323072433, + 0.04596889764070511, + 0.24044926464557648, + 0.08616407960653305, + 0.034180786460638046, + 0.07353948056697845, + 0.21194781363010406, + 0.06246737763285637, + 0.03584367409348488 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.011087710037827492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034018754959106 + ], + "opposite_logprob_tokens": [ + -2.3503401279449463 + ], + "logprob_reward": -0.10034018754959106, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034018754959106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15926776826381683, + 0.09348776936531067, + 0.0761333554983139, + 0.11071550101041794, + 0.09509096294641495, + 0.05985525995492935, + 0.08774581551551819, + 0.2455424815416336, + 0.04436422139406204, + 0.02779691480100155 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.10034018754959106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979392558336258 + ], + "opposite_logprob_tokens": [ + -3.5297939777374268 + ], + "logprob_reward": -0.02979392558336258, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979392558336258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13903038203716278, + 0.13641603291034698, + 0.09078927338123322, + 0.1603415161371231, + 0.1467995047569275, + 0.04293977841734886, + 0.0723177045583725, + 0.08002544939517975, + 0.06672647595405579, + 0.06461384147405624 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02979392558336258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328236773610115 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328236773610115, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328236773610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4911465644836426, + 0.08534355461597443, + 0.06354542076587677, + 0.1315203756093979, + 0.02892007678747177, + 0.06490425020456314, + 0.010796526446938515, + 0.05059347674250603, + 0.0461319275200367, + 0.027097851037979126 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02328236773610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from near the horizon, the camera tilted steadily upward, capturing in slow motion the moment a massive humpback whale breaches the surface with awe-inspiring power and grace. Beneath the golden glow of a setting sun, the beast's deep, almost black skin is covered in white barnacles and scarred by age. As its massive body almost completely breaks the surface, tons of seawater cascade down its smooth hide, breaking into countless shimmering, iridescent droplets in mid-air. Reaching its peak in mid-air, it gracefully twists sideways, fully extending its massive, wing-like pectoral fins. The ridged, milky white skin of its belly stands out against the warm light. Against the backdrop lies a vast expanse of deep blue ocean, shimmering with golden ripples. The distant sky is tinted in a gradient of warm orange and soft purple. The entire scene is imbued with the raw power of life and the majestic beauty of nature, creating a breathtaking, epic tranquility and awe.", + "seed": 3082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_8237_seed_3082_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05720385843887925, + "vlm_logprob": -0.05720385843887925, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05720385843887925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03293744847178459 + ], + "opposite_logprob_tokens": [ + -3.532937526702881 + ], + "logprob_reward": -0.03293744847178459, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03293744847178459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18856173753738403, + 0.34536013007164, + 0.03505301475524902, + 0.04907689243555069, + 0.03853660076856613, + 0.07613455504179001, + 0.0389312244951725, + 0.0672483891248703, + 0.06495539844036102, + 0.09614203870296478 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03293744847178459 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764006981626153 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.00764006981626153, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764006981626153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2675800323486328, + 0.09448952227830887, + 0.03380843251943588, + 0.1501304656267166, + 0.02606690675020218, + 0.038717448711395264, + 0.06806013733148575, + 0.043710459023714066, + 0.04989348724484444, + 0.22754307091236115 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.00764006981626153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015838772058487 + ], + "opposite_logprob_tokens": [ + -1.7015838623046875 + ], + "logprob_reward": -0.2015838772058487, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015838772058487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18303100764751434, + 0.17398236691951752, + 0.09961637854576111, + 0.09364891052246094, + 0.04208540543913841, + 0.07212525606155396, + 0.10069799423217773, + 0.041583769023418427, + 0.04767819494009018, + 0.1455506682395935 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.2015838772058487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2630797326564789, + 0.17953920364379883, + 0.03843532130122185, + 0.07613532990217209, + 0.033318594098091125, + 0.059840504080057144, + 0.10244898498058319, + 0.12252122908830643, + 0.04265173152089119, + 0.08202945441007614 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.023284347727894783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057354897260666 + ], + "opposite_logprob_tokens": [ + -3.895573616027832 + ], + "logprob_reward": -0.02057354897260666, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057354897260666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5476336479187012, + 0.15375465154647827, + 0.09507996588945389, + 0.03307877108454704, + 0.03143445402383804, + 0.055619385093450546, + 0.01399520318955183, + 0.034989744424819946, + 0.02144848182797432, + 0.012965710833668709 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02057354897260666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from near the horizon, the camera tilted steadily upward, capturing in slow motion the moment a massive humpback whale breaches the surface with awe-inspiring power and grace. Beneath the golden glow of a setting sun, the beast's deep, almost black skin is covered in white barnacles and scarred by age. As its massive body almost completely breaks the surface, tons of seawater cascade down its smooth hide, breaking into countless shimmering, iridescent droplets in mid-air. Reaching its peak in mid-air, it gracefully twists sideways, fully extending its massive, wing-like pectoral fins. The ridged, milky white skin of its belly stands out against the warm light. Against the backdrop lies a vast expanse of deep blue ocean, shimmering with golden ripples. The distant sky is tinted in a gradient of warm orange and soft purple. The entire scene is imbued with the raw power of life and the majestic beauty of nature, creating a breathtaking, epic tranquility and awe.", + "seed": 3083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_8237_seed_3083_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04016063660383225, + "vlm_logprob": -0.04016063660383225, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04016063660383225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04391416907310486 + ], + "opposite_logprob_tokens": [ + -3.2939140796661377 + ], + "logprob_reward": -0.04391416907310486, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04391416907310486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06924339383840561, + 0.060491893440485, + 0.03508871793746948, + 0.12643413245677948, + 0.1408485323190689, + 0.08315692096948624, + 0.04514225944876671, + 0.355743944644928, + 0.016241969540715218, + 0.06760822981595993 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.04391416907310486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647022768855095 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647022768855095, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647022768855095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07618502527475357, + 0.037488535046577454, + 0.07440808415412903, + 0.13313670456409454, + 0.22138220071792603, + 0.05251685157418251, + 0.037638336420059204, + 0.31066423654556274, + 0.017186444252729416, + 0.039393529295921326 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.008647022768855095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003103941679001 + ], + "opposite_logprob_tokens": [ + -2.695030927658081 + ], + "logprob_reward": -0.07003103941679001, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003103941679001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05213496834039688, + 0.01887943595647812, + 0.019812246784567833, + 0.033275824040174484, + 0.0910271555185318, + 0.14416533708572388, + 0.09040113538503647, + 0.4755376875400543, + 0.04670899361371994, + 0.02805720642209053 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.07003103941679001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493533983826637 + ], + "opposite_logprob_tokens": [ + -2.9299354553222656 + ], + "logprob_reward": -0.05493533983826637, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493533983826637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03542092442512512, + 0.01876148208975792, + 0.039923738688230515, + 0.15301109850406647, + 0.414883017539978, + 0.15109802782535553, + 0.0487472265958786, + 0.07618545740842819, + 0.03354201838374138, + 0.028427008539438248 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.05493533983826637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327561192214489 + ], + "opposite_logprob_tokens": [ + -3.77327561378479 + ], + "logprob_reward": -0.02327561192214489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327561192214489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18039032816886902, + 0.05020000785589218, + 0.08321399241685867, + 0.2143716961145401, + 0.14313548803329468, + 0.10260237753391266, + 0.07174327224493027, + 0.09483549743890762, + 0.016811588779091835, + 0.04269576072692871 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.02327561192214489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from near the horizon, the camera tilted steadily upward, capturing in slow motion the moment a massive humpback whale breaches the surface with awe-inspiring power and grace. Beneath the golden glow of a setting sun, the beast's deep, almost black skin is covered in white barnacles and scarred by age. As its massive body almost completely breaks the surface, tons of seawater cascade down its smooth hide, breaking into countless shimmering, iridescent droplets in mid-air. Reaching its peak in mid-air, it gracefully twists sideways, fully extending its massive, wing-like pectoral fins. The ridged, milky white skin of its belly stands out against the warm light. Against the backdrop lies a vast expanse of deep blue ocean, shimmering with golden ripples. The distant sky is tinted in a gradient of warm orange and soft purple. The entire scene is imbued with the raw power of life and the majestic beauty of nature, creating a breathtaking, epic tranquility and awe.", + "seed": 3084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_12/index_8237_seed_3084_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06527640651911497, + "vlm_logprob": -0.06527640651911497, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06527640651911497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025782788172364235 + ], + "opposite_logprob_tokens": [ + -3.900782823562622 + ], + "logprob_reward": -0.025782788172364235, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025782788172364235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12471364438533783, + 0.13359010219573975, + 0.1551995426416397, + 0.10793765634298325, + 0.06811905652284622, + 0.042780786752700806, + 0.0817757248878479, + 0.1255762130022049, + 0.09205848723649979, + 0.06824877113103867 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.025782788172364235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108983252197504 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.01108983252197504, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108983252197504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10314886271953583, + 0.24476000666618347, + 0.16272936761379242, + 0.06717867404222488, + 0.021006446331739426, + 0.050360966473817825, + 0.10653399676084518, + 0.0567360483109951, + 0.08048486709594727, + 0.10706079751253128 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.01108983252197504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991295456886292 + ], + "opposite_logprob_tokens": [ + -1.8049129247665405 + ], + "logprob_reward": -0.17991295456886292, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991295456886292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11111977696418762, + 0.12282462418079376, + 0.1056656762957573, + 0.06839317083358765, + 0.035410888493061066, + 0.054084911942481995, + 0.1251852959394455, + 0.030145719647407532, + 0.14696742594242096, + 0.20020250976085663 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.17991295456886292 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902419358491898 + ], + "opposite_logprob_tokens": [ + -2.464024305343628 + ], + "logprob_reward": -0.08902419358491898, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902419358491898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933719992637634, + 0.19919230043888092, + 0.21398532390594482, + 0.03994840011000633, + 0.04210339114069939, + 0.029695434495806694, + 0.12606343626976013, + 0.07421400398015976, + 0.08032646030187607, + 0.10513410717248917 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.08902419358491898 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle near the horizon, tilted steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion showing a massive humpback whale breaching the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep black with visible white barnacles and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale twist sideways in mid-air with its pectoral fins fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep blue ocean with a sky tinted in warm orange and soft purple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057226374745369 + ], + "opposite_logprob_tokens": [ + -3.8955721855163574 + ], + "logprob_reward": -0.02057226374745369, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057226374745369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29078423976898193, + 0.08255010843276978, + 0.2146596908569336, + 0.08417379856109619, + 0.042048852890729904, + 0.02903670258820057, + 0.038982197642326355, + 0.04860660433769226, + 0.14975111186504364, + 0.019406700506806374 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.02057226374745369 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_tensor([5986, 5986])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_tensor([5986, 5986])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08af77c8c78b94a60620847142d04efcdcab8f88 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_tensor([5986, 5986])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Filmed with a stunning high-speed macro camera, the camera slowly and steadily moves forward, revealing a vast, undulating landscape composed of countless densely packed structures resembling healthy intestinal villi. These finger-like projections, rendered in soft, warm pink and coral hues, possess a velvety, almost textile-like surface texture and gently pulsate with perfect consistency, a slow, rhythmic wave of contraction and expansion flowing throughout the frame. Countless particles of luminous golden light, suspended in a perfectly clear, pristine liquid, drift weightlessly, carried by invisible microcurrents. As these luminous specks approach the villi, their surface seems to deliberately draw them in; the particles make contact and are rhythmically absorbed, their golden light gently diffusing into the pink tissue and generating a faint internal glow that temporarily illuminates the structures from within. The scene is illuminated solely by the particles themselves, casting a warm, ethereal light that creates delicate highlights and soft shadows within the complex folds of the landscape, establishing an enchanting and serene atmosphere and showcasing a beautiful yet abstract display of biological absorption.", + "seed": 15061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_5986_seed_15061_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02260743621736765, + "vlm_logprob": -0.02260743621736765, + "vlm_yes_no_margin": 4.174999952316284, + "vlm_token_credit": -0.02260743621736765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041250333189964294 + ], + "opposite_logprob_tokens": [ + -3.291250228881836 + ], + "logprob_reward": -0.041250333189964294, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.041250333189964294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10087720304727554, + 0.03754933923482895, + 0.04226638004183769, + 0.026161011308431625, + 0.05719231441617012, + 0.03198835253715515, + 0.04476504772901535, + 0.15830601751804352, + 0.08172178268432617, + 0.4191725552082062 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.041250333189964294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268024746328592 + ], + "opposite_logprob_tokens": [ + -5.255268096923828 + ], + "logprob_reward": -0.005268024746328592, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268024746328592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18995428085327148, + 0.0841977447271347, + 0.1362876296043396, + 0.045836739242076874, + 0.04102940112352371, + 0.012622195295989513, + 0.021105969324707985, + 0.18844394385814667, + 0.08861134946346283, + 0.1919107288122177 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.005268024746328592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257826764136553 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257826764136553, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257826764136553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10421358048915863, + 0.03256218135356903, + 0.19449011981487274, + 0.03311404585838318, + 0.03195594623684883, + 0.009236384183168411, + 0.021876739338040352, + 0.09532015025615692, + 0.06397926062345505, + 0.41325151920318604 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.005257826764136553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197255209088326 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197255209088326, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197255209088326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03182265907526016, + 0.027109581977128983, + 0.18060758709907532, + 0.024602698162198067, + 0.023294994607567787, + 0.014441488310694695, + 0.019402816891670227, + 0.28112825751304626, + 0.0926407054066658, + 0.30494922399520874 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.018197255209088326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306374117732048 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.04306374117732048, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306374117732048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09383975714445114, + 0.038323141634464264, + 0.07643439620733261, + 0.036935172975063324, + 0.058340884745121, + 0.014263766817748547, + 0.03843079134821892, + 0.12224661558866501, + 0.18408970534801483, + 0.3370957374572754 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.04306374117732048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed with a stunning high-speed macro camera, the camera slowly and steadily moves forward, revealing a vast, undulating landscape composed of countless densely packed structures resembling healthy intestinal villi. These finger-like projections, rendered in soft, warm pink and coral hues, possess a velvety, almost textile-like surface texture and gently pulsate with perfect consistency, a slow, rhythmic wave of contraction and expansion flowing throughout the frame. Countless particles of luminous golden light, suspended in a perfectly clear, pristine liquid, drift weightlessly, carried by invisible microcurrents. As these luminous specks approach the villi, their surface seems to deliberately draw them in; the particles make contact and are rhythmically absorbed, their golden light gently diffusing into the pink tissue and generating a faint internal glow that temporarily illuminates the structures from within. The scene is illuminated solely by the particles themselves, casting a warm, ethereal light that creates delicate highlights and soft shadows within the complex folds of the landscape, establishing an enchanting and serene atmosphere and showcasing a beautiful yet abstract display of biological absorption.", + "seed": 15062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_5986_seed_15062_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06521717477589846, + "vlm_logprob": -0.06521717477589846, + "vlm_yes_no_margin": 3.199999976158142, + "vlm_token_credit": -0.06521717477589846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04665251448750496 + ], + "opposite_logprob_tokens": [ + -3.1716525554656982 + ], + "logprob_reward": -0.04665251448750496, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04665251448750496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09807600826025009, + 0.072476327419281, + 0.05417761579155922, + 0.10023768991231918, + 0.08305022865533829, + 0.15327107906341553, + 0.1297004222869873, + 0.029567481949925423, + 0.1339235007762909, + 0.14551962912082672 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.04665251448750496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110091432929039 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.01110091432929039, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110091432929039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10228920727968216, + 0.0774395689368248, + 0.047951262444257736, + 0.5548244714736938, + 0.027891861274838448, + 0.042251233011484146, + 0.02721790224313736, + 0.016215631738305092, + 0.05622633919119835, + 0.04769251495599747 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.01110091432929039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552187778055668 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552187778055668, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552187778055668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145796850323677, + 0.09301893413066864, + 0.05759144201874733, + 0.19043943285942078, + 0.08256179094314575, + 0.07137934863567352, + 0.029004549607634544, + 0.03733809292316437, + 0.23730452358722687, + 0.08678218722343445 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.012552187778055668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283332228660583 + ], + "opposite_logprob_tokens": [ + -2.0178332328796387 + ], + "logprob_reward": -0.14283332228660583, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283332228660583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11019513756036758, + 0.0820724219083786, + 0.04600461944937706, + 0.18079732358455658, + 0.06865080446004868, + 0.04371609911322594, + 0.09817524999380112, + 0.030568229034543037, + 0.1020960658788681, + 0.23772411048412323 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.14283332228660583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294693499803543 + ], + "opposite_logprob_tokens": [ + -2.2379469871520996 + ], + "logprob_reward": -0.11294693499803543, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294693499803543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07487571239471436, + 0.08646181970834732, + 0.06428101658821106, + 0.16185341775417328, + 0.05563051626086235, + 0.03287678584456444, + 0.0758129134774208, + 0.04985171556472778, + 0.13176900148391724, + 0.2665870487689972 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.11294693499803543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed with a stunning high-speed macro camera, the camera slowly and steadily moves forward, revealing a vast, undulating landscape composed of countless densely packed structures resembling healthy intestinal villi. These finger-like projections, rendered in soft, warm pink and coral hues, possess a velvety, almost textile-like surface texture and gently pulsate with perfect consistency, a slow, rhythmic wave of contraction and expansion flowing throughout the frame. Countless particles of luminous golden light, suspended in a perfectly clear, pristine liquid, drift weightlessly, carried by invisible microcurrents. As these luminous specks approach the villi, their surface seems to deliberately draw them in; the particles make contact and are rhythmically absorbed, their golden light gently diffusing into the pink tissue and generating a faint internal glow that temporarily illuminates the structures from within. The scene is illuminated solely by the particles themselves, casting a warm, ethereal light that creates delicate highlights and soft shadows within the complex folds of the landscape, establishing an enchanting and serene atmosphere and showcasing a beautiful yet abstract display of biological absorption.", + "seed": 15063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_5986_seed_15063_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08537613358348609, + "vlm_logprob": -0.08537613358348609, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.08537613358348609, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04764096066355705 + ], + "opposite_logprob_tokens": [ + -3.1726410388946533 + ], + "logprob_reward": -0.04764096066355705, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04764096066355705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04174104332923889, + 0.024511994794011116, + 0.24629023671150208, + 0.25207653641700745, + 0.028800560161471367, + 0.02546200342476368, + 0.023179901763796806, + 0.19100025296211243, + 0.11661045998334885, + 0.05032702162861824 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.04764096066355705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376035064458847 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026376035064458847, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376035064458847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052954092621803284, + 0.11184176802635193, + 0.2967732846736908, + 0.32917508482933044, + 0.03033866547048092, + 0.03520235791802406, + 0.038520921021699905, + 0.06280538439750671, + 0.028921915218234062, + 0.01346658170223236 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.026376035064458847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554424814879894 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554424814879894, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554424814879894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12607765197753906, + 0.09755343943834305, + 0.15082396566867828, + 0.20912550389766693, + 0.07140012830495834, + 0.03699454665184021, + 0.05478036403656006, + 0.18122270703315735, + 0.03666805103421211, + 0.03535361960530281 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.012554424814879894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992530763149261 + ], + "opposite_logprob_tokens": [ + -1.8049253225326538 + ], + "logprob_reward": -0.17992530763149261, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992530763149261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06396257877349854, + 0.08542362600564957, + 0.05251399427652359, + 0.050295792520046234, + 0.05587771162390709, + 0.015687957406044006, + 0.13187232613563538, + 0.42812368273735046, + 0.08114544302225113, + 0.03509695455431938 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.17992530763149261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160383939743042 + ], + "opposite_logprob_tokens": [ + -1.910383939743042 + ], + "logprob_reward": -0.160383939743042, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160383939743042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07498455792665482, + 0.0694766566157341, + 0.07889357209205627, + 0.07951062172651291, + 0.07493358850479126, + 0.013551593758165836, + 0.14564856886863708, + 0.34129029512405396, + 0.06643278151750565, + 0.05527779459953308 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.160383939743042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed with a stunning high-speed macro camera, the camera slowly and steadily moves forward, revealing a vast, undulating landscape composed of countless densely packed structures resembling healthy intestinal villi. These finger-like projections, rendered in soft, warm pink and coral hues, possess a velvety, almost textile-like surface texture and gently pulsate with perfect consistency, a slow, rhythmic wave of contraction and expansion flowing throughout the frame. Countless particles of luminous golden light, suspended in a perfectly clear, pristine liquid, drift weightlessly, carried by invisible microcurrents. As these luminous specks approach the villi, their surface seems to deliberately draw them in; the particles make contact and are rhythmically absorbed, their golden light gently diffusing into the pink tissue and generating a faint internal glow that temporarily illuminates the structures from within. The scene is illuminated solely by the particles themselves, casting a warm, ethereal light that creates delicate highlights and soft shadows within the complex folds of the landscape, establishing an enchanting and serene atmosphere and showcasing a beautiful yet abstract display of biological absorption.", + "seed": 15064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_13/index_5986_seed_15064_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02440573638305068, + "vlm_logprob": -0.02440573638305068, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02440573638305068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03827836364507675 + ], + "opposite_logprob_tokens": [ + -3.413278341293335 + ], + "logprob_reward": -0.03827836364507675, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03827836364507675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46842026710510254, + 0.04725084453821182, + 0.014133518561720848, + 0.02654990926384926, + 0.014222057536244392, + 0.01606759987771511, + 0.010262813419103622, + 0.018442625179886818, + 0.33452507853507996, + 0.05012529715895653 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.03827836364507675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004110103473067284 + ], + "opposite_logprob_tokens": [ + -5.504110336303711 + ], + "logprob_reward": -0.004110103473067284, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004110103473067284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44994276762008667, + 0.0285904910415411, + 0.015079095028340816, + 0.009665221907198429, + 0.019714735448360443, + 0.028569329530000687, + 0.015437910333275795, + 0.051900602877140045, + 0.33556127548217773, + 0.04553857818245888 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.004110103473067284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06250793486833572, + 0.04313037171959877, + 0.013449310325086117, + 0.017636392265558243, + 0.013422147370874882, + 0.06864500045776367, + 0.020619044080376625, + 0.15486672520637512, + 0.5645696520805359, + 0.04115336760878563 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352928951382637 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352928951382637, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352928951382637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18657897412776947, + 0.018867379054427147, + 0.0140603706240654, + 0.012058640830218792, + 0.008710847236216068, + 0.01248697005212307, + 0.022183237597346306, + 0.0692659243941307, + 0.600581169128418, + 0.05520648881793022 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.026352928951382637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly and steadily forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the structures in the landscape shaped like densely packed, finger-like intestinal villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the villi possess a soft, warm pink and coral color with a velvety, textile-like surface texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless luminous golden light particles visible drifting in a clear liquid and being absorbed by the villi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the particles generate a faint internal glow that illuminates the villi from within upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864569380879402 + ], + "opposite_logprob_tokens": [ + -3.0486457347869873 + ], + "logprob_reward": -0.04864569380879402, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864569380879402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08323666453361511, + 0.13169167935848236, + 0.04254807159304619, + 0.05871528014540672, + 0.012885183095932007, + 0.012052303180098534, + 0.08544247597455978, + 0.15887665748596191, + 0.29710453748703003, + 0.11744710803031921 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.04864569380879402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_tensor([9878, 9878])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_tensor([9878, 9878])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9c908a74a2ef0e757ff862d9d1a0627eeab34083 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_tensor([9878, 9878])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the shot begins in medium shot, then slowly pulls back to reveal a vaster, more majestic vista, centered on a sacred phoenix. Enveloped in a shimmering golden flame, the flames not blazing, but flowing gracefully across its glossy feathers like liquid gold. Each feather appears meticulously woven from pure sunlight, and its massive, ornate wings flap with a majestic, deliberate rhythm. Each rise and fall of its wings is imbued with power and control, scattering the golden flames backward, carving brilliant trails across the deep indigo sky. Countless burning golden particles, like stardust, emanate from the wings' edges. The phoenix soars above a boundless sea of clouds, soft and fluffy like cotton candy. Its sole source of light, the phoenix's warm, sacred golden glow tints the surrounding cloudtops with a brilliant golden rim, creating an epic atmosphere of tranquility, grandeur, and awe.", + "seed": 28531, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_9878_seed_28531_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03401854988187551, + "vlm_logprob": -0.03401854988187551, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03401854988187551, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07113645225763321 + ], + "opposite_logprob_tokens": [ + -2.696136474609375 + ], + "logprob_reward": -0.07113645225763321, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07113645225763321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0757816955447197, + 0.031077053397893906, + 0.04760260879993439, + 0.04271847382187843, + 0.025197792798280716, + 0.025050237774848938, + 0.1077812910079956, + 0.020435839891433716, + 0.01352557260543108, + 0.6108294129371643 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.07113645225763321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797816164791584 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009797816164791584, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797816164791584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05566595867276192, + 0.040662769228219986, + 0.05307845398783684, + 0.027780378237366676, + 0.031251560896635056, + 0.03027990646660328, + 0.03508732467889786, + 0.024878427386283875, + 0.027191847562789917, + 0.6741232872009277 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.009797816164791584 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864194616675377 + ], + "opposite_logprob_tokens": [ + -3.0486419200897217 + ], + "logprob_reward": -0.04864194616675377, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864194616675377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1291315257549286, + 0.05888466536998749, + 0.11537184566259384, + 0.06819082051515579, + 0.05843698978424072, + 0.16496042907238007, + 0.10867490619421005, + 0.028745127841830254, + 0.0470142662525177, + 0.22058935463428497 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.04864194616675377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186015352606773 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014186015352606773, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186015352606773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02568798139691353, + 0.019754670560359955, + 0.07610844075679779, + 0.0184682235121727, + 0.09596050530672073, + 0.07941329479217529, + 0.0712483823299408, + 0.030220013111829758, + 0.07618600875139236, + 0.5069524645805359 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.014186015352606773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633051946759224 + ], + "opposite_logprob_tokens": [ + -3.6513304710388184 + ], + "logprob_reward": -0.02633051946759224, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633051946759224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03498674929141998, + 0.017041394487023354, + 0.041285619139671326, + 0.014634192921221256, + 0.020539745688438416, + 0.023628542199730873, + 0.019542336463928223, + 0.008344347588717937, + 0.011166435666382313, + 0.8088306784629822 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.02633051946759224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the shot begins in medium shot, then slowly pulls back to reveal a vaster, more majestic vista, centered on a sacred phoenix. Enveloped in a shimmering golden flame, the flames not blazing, but flowing gracefully across its glossy feathers like liquid gold. Each feather appears meticulously woven from pure sunlight, and its massive, ornate wings flap with a majestic, deliberate rhythm. Each rise and fall of its wings is imbued with power and control, scattering the golden flames backward, carving brilliant trails across the deep indigo sky. Countless burning golden particles, like stardust, emanate from the wings' edges. The phoenix soars above a boundless sea of clouds, soft and fluffy like cotton candy. Its sole source of light, the phoenix's warm, sacred golden glow tints the surrounding cloudtops with a brilliant golden rim, creating an epic atmosphere of tranquility, grandeur, and awe.", + "seed": 28532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_9878_seed_28532_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015438176319003105, + "vlm_logprob": -0.015438176319003105, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.015438176319003105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03424185886979103 + ], + "opposite_logprob_tokens": [ + -3.4092419147491455 + ], + "logprob_reward": -0.03424185886979103, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03424185886979103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3087153732776642, + 0.05542384088039398, + 0.1092693954706192, + 0.0628749206662178, + 0.23684367537498474, + 0.07763083279132843, + 0.03771194815635681, + 0.02492511086165905, + 0.033113833516836166, + 0.053491055965423584 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.03424185886979103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263281520456076 + ], + "opposite_logprob_tokens": [ + -5.255263328552246 + ], + "logprob_reward": -0.005263281520456076, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263281520456076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17889052629470825, + 0.10862928628921509, + 0.13836349546909332, + 0.057801518589258194, + 0.16449862718582153, + 0.049578700214624405, + 0.13664637506008148, + 0.036319077014923096, + 0.05713799223303795, + 0.07213446497917175 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.005263281520456076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280968889594078 + ], + "opposite_logprob_tokens": [ + -3.7732808589935303 + ], + "logprob_reward": -0.023280968889594078, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280968889594078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09541545808315277, + 0.07132285088300705, + 0.1390085220336914, + 0.09700342267751694, + 0.08066746592521667, + 0.06293438374996185, + 0.2739124000072479, + 0.06707960367202759, + 0.05940639600157738, + 0.0532495491206646 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.023280968889594078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632336553186178 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632336553186178, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632336553186178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0625908225774765, + 0.038516558706760406, + 0.09258929640054703, + 0.3195975124835968, + 0.057237979024648666, + 0.0229068361222744, + 0.18341022729873657, + 0.07039564847946167, + 0.07463398575782776, + 0.0781211331486702 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.004632336553186178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772435761988163 + ], + "opposite_logprob_tokens": [ + -4.634772300720215 + ], + "logprob_reward": -0.009772435761988163, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772435761988163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09311968833208084, + 0.05219174176454544, + 0.12385809421539307, + 0.26294100284576416, + 0.0780429020524025, + 0.09181439876556396, + 0.11009593307971954, + 0.10047587007284164, + 0.05454204976558685, + 0.03291836008429527 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.009772435761988163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the shot begins in medium shot, then slowly pulls back to reveal a vaster, more majestic vista, centered on a sacred phoenix. Enveloped in a shimmering golden flame, the flames not blazing, but flowing gracefully across its glossy feathers like liquid gold. Each feather appears meticulously woven from pure sunlight, and its massive, ornate wings flap with a majestic, deliberate rhythm. Each rise and fall of its wings is imbued with power and control, scattering the golden flames backward, carving brilliant trails across the deep indigo sky. Countless burning golden particles, like stardust, emanate from the wings' edges. The phoenix soars above a boundless sea of clouds, soft and fluffy like cotton candy. Its sole source of light, the phoenix's warm, sacred golden glow tints the surrounding cloudtops with a brilliant golden rim, creating an epic atmosphere of tranquility, grandeur, and awe.", + "seed": 28533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_9878_seed_28533_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023178417049348355, + "vlm_logprob": -0.023178417049348355, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.023178417049348355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014576021581888199 + ], + "opposite_logprob_tokens": [ + -4.264575958251953 + ], + "logprob_reward": -0.014576021581888199, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014576021581888199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5450369119644165, + 0.13365793228149414, + 0.028101129457354546, + 0.06390989571809769, + 0.03563208878040314, + 0.04132432863116264, + 0.03726382553577423, + 0.035290081053972244, + 0.044122159481048584, + 0.035661663860082626 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014576021581888199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655413053929806 + ], + "opposite_logprob_tokens": [ + -4.758655548095703 + ], + "logprob_reward": -0.008655413053929806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655413053929806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3046903908252716, + 0.22784726321697235, + 0.05614077299833298, + 0.07531845569610596, + 0.06854397803544998, + 0.05614163726568222, + 0.0684625431895256, + 0.05439387261867523, + 0.03393634408712387, + 0.05452479049563408 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008655413053929806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07148924469947815, + 0.06698428839445114, + 0.024566836655139923, + 0.14086304605007172, + 0.06787075847387314, + 0.10610858350992203, + 0.07739825546741486, + 0.09489503502845764, + 0.24918745458126068, + 0.10063651204109192 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277709260582924 + ], + "opposite_logprob_tokens": [ + -3.773277759552002 + ], + "logprob_reward": -0.023277709260582924, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277709260582924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3456268608570099, + 0.11915227770805359, + 0.05237698554992676, + 0.03607078269124031, + 0.2002832591533661, + 0.037769753485918045, + 0.05500539019703865, + 0.06737888604402542, + 0.0323602668941021, + 0.05397555232048035 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023277709260582924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303964972496033 + ], + "opposite_logprob_tokens": [ + -3.168039560317993 + ], + "logprob_reward": -0.04303964972496033, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303964972496033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2799849212169647, + 0.13786368072032928, + 0.035230424255132675, + 0.0650627613067627, + 0.060230426490306854, + 0.13148623704910278, + 0.04212246462702751, + 0.052622221410274506, + 0.12366291135549545, + 0.07173392176628113 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04303964972496033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the shot begins in medium shot, then slowly pulls back to reveal a vaster, more majestic vista, centered on a sacred phoenix. Enveloped in a shimmering golden flame, the flames not blazing, but flowing gracefully across its glossy feathers like liquid gold. Each feather appears meticulously woven from pure sunlight, and its massive, ornate wings flap with a majestic, deliberate rhythm. Each rise and fall of its wings is imbued with power and control, scattering the golden flames backward, carving brilliant trails across the deep indigo sky. Countless burning golden particles, like stardust, emanate from the wings' edges. The phoenix soars above a boundless sea of clouds, soft and fluffy like cotton candy. Its sole source of light, the phoenix's warm, sacred golden glow tints the surrounding cloudtops with a brilliant golden rim, creating an epic atmosphere of tranquility, grandeur, and awe.", + "seed": 28534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_14/index_9878_seed_28534_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052970105223357676, + "vlm_logprob": -0.052970105223357676, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.052970105223357676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0900001972913742 + ], + "opposite_logprob_tokens": [ + -2.4650001525878906 + ], + "logprob_reward": -0.0900001972913742, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0900001972913742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13276489078998566, + 0.1870844066143036, + 0.17490968108177185, + 0.14980265498161316, + 0.05355506390333176, + 0.03780171275138855, + 0.05520474910736084, + 0.11724594235420227, + 0.06473423540592194, + 0.026896612718701363 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.0900001972913742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092779226601124 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092779226601124, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092779226601124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09782801568508148, + 0.0871632993221283, + 0.29244107007980347, + 0.1286584734916687, + 0.04453327879309654, + 0.05123893916606903, + 0.02318820357322693, + 0.14335383474826813, + 0.09810850769281387, + 0.03348635882139206 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.011092779226601124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028239339590073 + ], + "opposite_logprob_tokens": [ + -2.3502824306488037 + ], + "logprob_reward": -0.10028239339590073, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028239339590073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07426817715167999, + 0.07259945571422577, + 0.34091809391975403, + 0.10919219255447388, + 0.0161953866481781, + 0.06295071542263031, + 0.10259468853473663, + 0.10388625413179398, + 0.07512572407722473, + 0.04226931929588318 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.10028239339590073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691298216581345 + ], + "opposite_logprob_tokens": [ + -3.40869140625 + ], + "logprob_reward": -0.033691298216581345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691298216581345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16867490112781525, + 0.21588799357414246, + 0.11617644876241684, + 0.043271567672491074, + 0.068329818546772, + 0.1321677267551422, + 0.05832696333527565, + 0.06279008835554123, + 0.10688070207834244, + 0.027493832632899284 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.033691298216581345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sacred phoenix with glossy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers appearing woven from pure sunlight and enveloped in flowing golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix's wings flapping with a deliberate rhythm, scattering golden flames backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep indigo sky with a boundless sea of soft, fluffy clouds below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot from a slightly upward angle and slowly pull back to reveal a vast vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029783857986330986 + ], + "opposite_logprob_tokens": [ + -3.5297839641571045 + ], + "logprob_reward": -0.029783857986330986, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029783857986330986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08914904296398163, + 0.0811479464173317, + 0.11686493456363678, + 0.08784553408622742, + 0.06293334066867828, + 0.1479026824235916, + 0.03463684022426605, + 0.23981787264347076, + 0.09846742451190948, + 0.04123441129922867 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.029783857986330986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_tensor([713, 713])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_tensor([713, 713])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..61ec817f5eccc42f76476fd5431108180496b083 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_tensor([713, 713])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning aerial drone shot, the camera held still, dominates the frame as a massive white tiger crouches on a rugged expanse of dark gray, almost black volcanic rock. Its thick, snow-white fur is streaked with deep black stripes, flowing like ink along the contours of its muscular body. At that moment, its massive head tilts upward, facing the camera overhead, its maw gaping to its fullest, revealing dagger-sharp canines and a curled, pink tongue, as if unleashing a silent yet earth-shattering roar. Though silent, the bulging muscles of its neck and shoulders, its eyes squeezed shut with intense exertion, and its flared nostrils convey a sense of devastating, explosive power. An intense, concentrated beam of overhead light shines vertically down, precisely outlining the undulations of the tiger's spine and the texture of every inch of its muscles, while casting deep, sharply defined shadows on the rough rocky ground. The dominant tones of the entire painting are extreme black and white, creating a primal, almost sacred sense of power and an awe-inspiring silence, imbued with unparalleled visual tension.", + "seed": 2941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_713_seed_2941_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5098693860694766, + "vlm_logprob": -0.5098693860694766, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.5098693860694766, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024227390065789223 + ], + "opposite_logprob_tokens": [ + -3.7742273807525635 + ], + "logprob_reward": -0.024227390065789223, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024227390065789223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10543105751276016, + 0.0704798698425293, + 0.08527208864688873, + 0.09187076985836029, + 0.0521598719060421, + 0.12371860444545746, + 0.28960809111595154, + 0.08434119820594788, + 0.06102994456887245, + 0.03608853369951248 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.024227390065789223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020618392154574394 + ], + "opposite_logprob_tokens": [ + -3.895618438720703 + ], + "logprob_reward": -0.020618392154574394, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020618392154574394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07284751534461975, + 0.044050831347703934, + 0.044667553156614304, + 0.3467724919319153, + 0.06666100025177002, + 0.05413290858268738, + 0.17510944604873657, + 0.15099911391735077, + 0.019288867712020874, + 0.025470228865742683 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.020618392154574394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710777759552 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.033710777759552, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710777759552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13464853167533875, + 0.11935163289308548, + 0.08764469623565674, + 0.21791474521160126, + 0.07672727853059769, + 0.047036223113536835, + 0.1748301386833191, + 0.026604820042848587, + 0.07990722358226776, + 0.03533478081226349 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.033710777759552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.145536407828331, + 0.15105152130126953, + 0.09380437433719635, + 0.11865434050559998, + 0.05701545253396034, + 0.10231149941682816, + 0.21184447407722473, + 0.0391918420791626, + 0.03218398988246918, + 0.04840610921382904 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.464047431945801 + ], + "opposite_logprob_tokens": [ + -0.08904731273651123 + ], + "logprob_reward": -2.464047431945801, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.464047431945801, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14087216556072235, + 0.11088083684444427, + 0.08550148457288742, + 0.05699716508388519, + 0.03788401558995247, + 0.08422882854938507, + 0.24046799540519714, + 0.04091721400618553, + 0.13194677233695984, + 0.0703035295009613 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -2.464047431945801 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning aerial drone shot, the camera held still, dominates the frame as a massive white tiger crouches on a rugged expanse of dark gray, almost black volcanic rock. Its thick, snow-white fur is streaked with deep black stripes, flowing like ink along the contours of its muscular body. At that moment, its massive head tilts upward, facing the camera overhead, its maw gaping to its fullest, revealing dagger-sharp canines and a curled, pink tongue, as if unleashing a silent yet earth-shattering roar. Though silent, the bulging muscles of its neck and shoulders, its eyes squeezed shut with intense exertion, and its flared nostrils convey a sense of devastating, explosive power. An intense, concentrated beam of overhead light shines vertically down, precisely outlining the undulations of the tiger's spine and the texture of every inch of its muscles, while casting deep, sharply defined shadows on the rough rocky ground. The dominant tones of the entire painting are extreme black and white, creating a primal, almost sacred sense of power and an awe-inspiring silence, imbued with unparalleled visual tension.", + "seed": 2942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_713_seed_2942_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5675225092098117, + "vlm_logprob": -0.5675225092098117, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.5675225092098117, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046631693840026855 + ], + "opposite_logprob_tokens": [ + -3.1716318130493164 + ], + "logprob_reward": -0.046631693840026855, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.046631693840026855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4986472427845001, + 0.035051893442869186, + 0.03715553134679794, + 0.08086472749710083, + 0.08056970685720444, + 0.058393675833940506, + 0.0774211436510086, + 0.02341664768755436, + 0.08237171918153763, + 0.02610774338245392 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.046631693840026855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009819536469876766 + ], + "opposite_logprob_tokens": [ + -4.634819507598877 + ], + "logprob_reward": -0.009819536469876766, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009819536469876766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49392345547676086, + 0.011279876343905926, + 0.02202167920768261, + 0.012298541143536568, + 0.03182734176516533, + 0.04357069730758667, + 0.05013396590948105, + 0.030038001015782356, + 0.22139281034469604, + 0.0835137665271759 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009819536469876766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700470507144928 + ], + "opposite_logprob_tokens": [ + -2.69504714012146 + ], + "logprob_reward": -0.0700470507144928, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700470507144928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41094550490379333, + 0.05536374822258949, + 0.012564301490783691, + 0.05491340905427933, + 0.06232864037156105, + 0.05057835206389427, + 0.058487579226493835, + 0.03172358125448227, + 0.24701832234859467, + 0.01607651077210903 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0700470507144928 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34433794021606445, + 0.06388532370328903, + 0.028425799682736397, + 0.044785432517528534, + 0.041148699820041656, + 0.024858998134732246, + 0.03305573761463165, + 0.019338443875312805, + 0.3455587923526764, + 0.05460486188530922 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695035457611084 + ], + "opposite_logprob_tokens": [ + -0.07003548741340637 + ], + "logprob_reward": -2.695035457611084, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695035457611084, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39027926325798035, + 0.07391158491373062, + 0.056226108223199844, + 0.014961939305067062, + 0.06283967941999435, + 0.04313197359442711, + 0.09426718205213547, + 0.0340469665825367, + 0.2183452695608139, + 0.011990045197308064 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -2.695035457611084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning aerial drone shot, the camera held still, dominates the frame as a massive white tiger crouches on a rugged expanse of dark gray, almost black volcanic rock. Its thick, snow-white fur is streaked with deep black stripes, flowing like ink along the contours of its muscular body. At that moment, its massive head tilts upward, facing the camera overhead, its maw gaping to its fullest, revealing dagger-sharp canines and a curled, pink tongue, as if unleashing a silent yet earth-shattering roar. Though silent, the bulging muscles of its neck and shoulders, its eyes squeezed shut with intense exertion, and its flared nostrils convey a sense of devastating, explosive power. An intense, concentrated beam of overhead light shines vertically down, precisely outlining the undulations of the tiger's spine and the texture of every inch of its muscles, while casting deep, sharply defined shadows on the rough rocky ground. The dominant tones of the entire painting are extreme black and white, creating a primal, almost sacred sense of power and an awe-inspiring silence, imbued with unparalleled visual tension.", + "seed": 2943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_713_seed_2943_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5781701317057013, + "vlm_logprob": -0.5781701317057013, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.5781701317057013, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06449465453624725 + ], + "opposite_logprob_tokens": [ + -2.8144946098327637 + ], + "logprob_reward": -0.06449465453624725, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06449465453624725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07914642989635468, + 0.041707467287778854, + 0.26137107610702515, + 0.11819515377283096, + 0.06208852678537369, + 0.04280341789126396, + 0.03095140866935253, + 0.2297736555337906, + 0.021834280341863632, + 0.11212856322526932 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.06449465453624725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870939254760742 + ], + "opposite_logprob_tokens": [ + -3.0487093925476074 + ], + "logprob_reward": -0.04870939254760742, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870939254760742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.068609319627285, + 0.029474258422851562, + 0.6107100248336792, + 0.04614973068237305, + 0.031260401010513306, + 0.05755764618515968, + 0.012997916899621487, + 0.023996669799089432, + 0.02634100615978241, + 0.0929030254483223 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.04870939254760742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005682587623596 + ], + "opposite_logprob_tokens": [ + -2.695056915283203 + ], + "logprob_reward": -0.07005682587623596, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005682587623596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10247256606817245, + 0.07607631385326385, + 0.17894338071346283, + 0.12747032940387726, + 0.026494693011045456, + 0.07952666282653809, + 0.04967489466071129, + 0.10306166857481003, + 0.10009961575269699, + 0.15617987513542175 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.07005682587623596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552659027278423 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552659027278423, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552659027278423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16097204387187958, + 0.07440736144781113, + 0.30062466859817505, + 0.1769445538520813, + 0.04670903459191322, + 0.04617273807525635, + 0.05096110329031944, + 0.04674616828560829, + 0.030539346858859062, + 0.0659230425953865 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.012552659027278423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6950371265411377 + ], + "opposite_logprob_tokens": [ + -0.07003704458475113 + ], + "logprob_reward": -2.6950371265411377, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6950371265411377, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11863554269075394, + 0.03632987663149834, + 0.23949338495731354, + 0.1388360857963562, + 0.053457457572221756, + 0.03015807829797268, + 0.08105988055467606, + 0.09368912130594254, + 0.058810822665691376, + 0.14952972531318665 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -2.6950371265411377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning aerial drone shot, the camera held still, dominates the frame as a massive white tiger crouches on a rugged expanse of dark gray, almost black volcanic rock. Its thick, snow-white fur is streaked with deep black stripes, flowing like ink along the contours of its muscular body. At that moment, its massive head tilts upward, facing the camera overhead, its maw gaping to its fullest, revealing dagger-sharp canines and a curled, pink tongue, as if unleashing a silent yet earth-shattering roar. Though silent, the bulging muscles of its neck and shoulders, its eyes squeezed shut with intense exertion, and its flared nostrils convey a sense of devastating, explosive power. An intense, concentrated beam of overhead light shines vertically down, precisely outlining the undulations of the tiger's spine and the texture of every inch of its muscles, while casting deep, sharply defined shadows on the rough rocky ground. The dominant tones of the entire painting are extreme black and white, creating a primal, almost sacred sense of power and an awe-inspiring silence, imbued with unparalleled visual tension.", + "seed": 2944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_15/index_713_seed_2944_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3985152393579483, + "vlm_logprob": -0.3985152393579483, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.3985152393579483, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02461850270628929 + ], + "opposite_logprob_tokens": [ + -3.77461838722229 + ], + "logprob_reward": -0.02461850270628929, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02461850270628929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09366855025291443, + 0.057006463408470154, + 0.036435388028621674, + 0.04543038457632065, + 0.04837660863995552, + 0.025307679548859596, + 0.5202630162239075, + 0.04634765163064003, + 0.07412206381559372, + 0.053042177110910416 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02461850270628929 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10297233611345291, + 0.102723129093647, + 0.019983507692813873, + 0.06478323042392731, + 0.040367066860198975, + 0.03848511353135109, + 0.27858230471611023, + 0.14256606996059418, + 0.11786333471536636, + 0.09167386591434479 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.005269566550850868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811049833893776 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811049833893776, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811049833893776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32091620564460754, + 0.09633225202560425, + 0.03883706033229828, + 0.03687907010316849, + 0.021339550614356995, + 0.02945534698665142, + 0.10978082567453384, + 0.053631577640771866, + 0.18562886118888855, + 0.10719925910234451 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.03811049833893776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22431907057762146, + 0.20549540221691132, + 0.03391977772116661, + 0.06704402714967728, + 0.03293045982718468, + 0.04938816651701927, + 0.023492764681577682, + 0.027220916002988815, + 0.11130230128765106, + 0.22488702833652496 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.014199530705809593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger crouching on dark gray or black volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger's head tilted upward facing the camera with its mouth open, revealing sharp canines and a pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there an intense beam of overhead light shining vertically down that outlines the tiger's spine and muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dominant tones of the scene extreme black and white with deep, sharply defined shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in an aerial drone shot that dominates the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.910378098487854 + ], + "opposite_logprob_tokens": [ + -0.16037805378437042 + ], + "logprob_reward": -1.910378098487854, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.910378098487854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15600165724754333, + 0.15944772958755493, + 0.08463927358388901, + 0.031617552042007446, + 0.0858636274933815, + 0.06698229908943176, + 0.13441132009029388, + 0.11118707060813904, + 0.0602039098739624, + 0.10964561253786087 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -1.910378098487854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_tensor([9527, 9527])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_tensor([9527, 9527])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5cee63d8d8b44ee150dd584397e3213689234864 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_tensor([9527, 9527])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, the camera's slow, smooth orbiting motion orbits a high-precision e-reader suspended in a pure, endless void of darkness. The device performs complex, deliberate multi-axis flips in a physically precise gyroscope. Its ultra-thin body, crafted from matte, dark graphite magnesium alloy, reflects a subtle, refined quality under a single, soft, overhead light. As the device slowly rotates, this light creates crisp highlights along its sharp edges while casting soft shadows against the deep background. Its ultra-narrow, bezel-less E-Ink screen displays a solitary cover design: a richly detailed, withered tree stands alone on a barren hill, beneath a pale, empty sky rendered in delicate grayscale tones. As the e-reader rolls steadily and gracefully, the camera remains focused on the non-luminous, paper-like screen, capturing every moment of light flowing through the cover pattern. The entire scene is shrouded in a quiet, focused, minimalist atmosphere with a technological aesthetic, emphasizing the object itself and the lonely story it carries.", + "seed": 23855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_9527_seed_23855_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05925531452521682, + "vlm_logprob": -0.05925531452521682, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05925531452521682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06512290239334106 + ], + "opposite_logprob_tokens": [ + -2.8151228427886963 + ], + "logprob_reward": -0.06512290239334106, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06512290239334106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13806746900081635, + 0.04885324090719223, + 0.08383466303348541, + 0.06874880939722061, + 0.027008701115846634, + 0.19686250388622284, + 0.07634428143501282, + 0.15970899164676666, + 0.01947271078824997, + 0.1810985803604126 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.06512290239334106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900982350111008 + ], + "opposite_logprob_tokens": [ + -2.579009771347046 + ], + "logprob_reward": -0.07900982350111008, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900982350111008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05081214755773544, + 0.02620125561952591, + 0.012629899196326733, + 0.012428469024598598, + 0.007606514263898134, + 0.009311240166425705, + 0.07584969699382782, + 0.7485665678977966, + 0.010890639387071133, + 0.045703575015068054 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.07900982350111008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030589997768402 + ], + "opposite_logprob_tokens": [ + -2.3503057956695557 + ], + "logprob_reward": -0.10030589997768402, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030589997768402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0654287040233612, + 0.0459163524210453, + 0.056700848042964935, + 0.11360576003789902, + 0.04853207990527153, + 0.12628218531608582, + 0.046944037079811096, + 0.3413689136505127, + 0.023145537823438644, + 0.13207560777664185 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.10030589997768402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031956578604876995 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.0031956578604876995, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031956578604876995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10286068171262741, + 0.07480784505605698, + 0.09058377891778946, + 0.23730513453483582, + 0.12674768269062042, + 0.0610712431371212, + 0.057990483939647675, + 0.10630694031715393, + 0.03643707558512688, + 0.10588918626308441 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.0031956578604876995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864228889346123 + ], + "opposite_logprob_tokens": [ + -3.04864239692688 + ], + "logprob_reward": -0.04864228889346123, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864228889346123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11895813047885895, + 0.021368393674492836, + 0.03869929537177086, + 0.07275938987731934, + 0.04195946082472801, + 0.14995889365673065, + 0.3186897039413452, + 0.12214136868715286, + 0.0252008568495512, + 0.0902644619345665 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.04864228889346123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera's slow, smooth orbiting motion orbits a high-precision e-reader suspended in a pure, endless void of darkness. The device performs complex, deliberate multi-axis flips in a physically precise gyroscope. Its ultra-thin body, crafted from matte, dark graphite magnesium alloy, reflects a subtle, refined quality under a single, soft, overhead light. As the device slowly rotates, this light creates crisp highlights along its sharp edges while casting soft shadows against the deep background. Its ultra-narrow, bezel-less E-Ink screen displays a solitary cover design: a richly detailed, withered tree stands alone on a barren hill, beneath a pale, empty sky rendered in delicate grayscale tones. As the e-reader rolls steadily and gracefully, the camera remains focused on the non-luminous, paper-like screen, capturing every moment of light flowing through the cover pattern. The entire scene is shrouded in a quiet, focused, minimalist atmosphere with a technological aesthetic, emphasizing the object itself and the lonely story it carries.", + "seed": 23856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_9527_seed_23856_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07872665470931679, + "vlm_logprob": -0.07872665470931679, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.07872665470931679, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03725718334317207 + ], + "opposite_logprob_tokens": [ + -3.412257194519043 + ], + "logprob_reward": -0.03725718334317207, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03725718334317207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17533259093761444, + 0.12367811799049377, + 0.07227323949337006, + 0.0304204560816288, + 0.09222713112831116, + 0.056699760258197784, + 0.07372329384088516, + 0.061762262135744095, + 0.10299089550971985, + 0.21089230477809906 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03725718334317207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603974550962448 + ], + "opposite_logprob_tokens": [ + -1.9103974103927612 + ], + "logprob_reward": -0.1603974550962448, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603974550962448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07486018538475037, + 0.0476580373942852, + 0.016500769183039665, + 0.4691909849643707, + 0.12391815334558487, + 0.03506287559866905, + 0.11851773411035538, + 0.02694287896156311, + 0.054920244961977005, + 0.032428108155727386 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.1603974550962448 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034860908985138 + ], + "opposite_logprob_tokens": [ + -1.910348653793335 + ], + "logprob_reward": -0.16034860908985138, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034860908985138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11687766760587692, + 0.06920541077852249, + 0.05260990932583809, + 0.40460121631622314, + 0.0664299875497818, + 0.06848777085542679, + 0.057817790657281876, + 0.03272540494799614, + 0.06291282176971436, + 0.06833194941282272 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.16034860908985138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019424158381298184 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019424158381298184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019424158381298184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22250278294086456, + 0.0983140617609024, + 0.12894366681575775, + 0.05451072007417679, + 0.22919566929340363, + 0.08753260970115662, + 0.055923838168382645, + 0.02555193193256855, + 0.05403988063335419, + 0.043484825640916824 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0019424158381298184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368761017918587 + ], + "opposite_logprob_tokens": [ + -3.4086875915527344 + ], + "logprob_reward": -0.03368761017918587, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368761017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10774750262498856, + 0.0765257328748703, + 0.04075009748339653, + 0.15653422474861145, + 0.13598911464214325, + 0.04953955113887787, + 0.08230014145374298, + 0.067556232213974, + 0.24001537263393402, + 0.04304199293255806 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.03368761017918587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera's slow, smooth orbiting motion orbits a high-precision e-reader suspended in a pure, endless void of darkness. The device performs complex, deliberate multi-axis flips in a physically precise gyroscope. Its ultra-thin body, crafted from matte, dark graphite magnesium alloy, reflects a subtle, refined quality under a single, soft, overhead light. As the device slowly rotates, this light creates crisp highlights along its sharp edges while casting soft shadows against the deep background. Its ultra-narrow, bezel-less E-Ink screen displays a solitary cover design: a richly detailed, withered tree stands alone on a barren hill, beneath a pale, empty sky rendered in delicate grayscale tones. As the e-reader rolls steadily and gracefully, the camera remains focused on the non-luminous, paper-like screen, capturing every moment of light flowing through the cover pattern. The entire scene is shrouded in a quiet, focused, minimalist atmosphere with a technological aesthetic, emphasizing the object itself and the lonely story it carries.", + "seed": 23857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_9527_seed_23857_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1337105106562376, + "vlm_logprob": -0.1337105106562376, + "vlm_yes_no_margin": 2.5249999880790712, + "vlm_token_credit": -0.1337105106562376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18460582196712494 + ], + "opposite_logprob_tokens": [ + -1.8096058368682861 + ], + "logprob_reward": -0.18460582196712494, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18460582196712494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08771701157093048, + 0.04450565576553345, + 0.45023491978645325, + 0.09412168711423874, + 0.06795060634613037, + 0.1028369665145874, + 0.04142794385552406, + 0.06296351552009583, + 0.01407993957400322, + 0.03416167199611664 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.18460582196712494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908908069133759 + ], + "opposite_logprob_tokens": [ + -2.4640891551971436 + ], + "logprob_reward": -0.08908908069133759, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908908069133759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03586878627538681, + 0.02145569771528244, + 0.7186300754547119, + 0.028014659881591797, + 0.03762861713767052, + 0.0700056180357933, + 0.015079811215400696, + 0.06263403594493866, + 0.005868773441761732, + 0.0048139565624296665 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.08908908069133759 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861570596694946 + ], + "opposite_logprob_tokens": [ + -1.2236156463623047 + ], + "logprob_reward": -0.34861570596694946, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34861570596694946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17086076736450195, + 0.08362515270709991, + 0.12796838581562042, + 0.24391590058803558, + 0.07219111919403076, + 0.12446524947881699, + 0.03587336093187332, + 0.08733425289392471, + 0.02990398183465004, + 0.02386186271905899 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.34861570596694946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18972153961658478, + 0.1381753534078598, + 0.3648752272129059, + 0.11895135045051575, + 0.0336490198969841, + 0.0478673093020916, + 0.04584711790084839, + 0.0378601960837841, + 0.013930829241871834, + 0.009122041054069996 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691875636577606 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.033691875636577606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691875636577606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11832408607006073, + 0.06952279806137085, + 0.44972163438796997, + 0.11323090642690659, + 0.061779655516147614, + 0.07892078161239624, + 0.03358936309814453, + 0.03582004830241203, + 0.01904250495135784, + 0.020048201084136963 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.033691875636577606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera's slow, smooth orbiting motion orbits a high-precision e-reader suspended in a pure, endless void of darkness. The device performs complex, deliberate multi-axis flips in a physically precise gyroscope. Its ultra-thin body, crafted from matte, dark graphite magnesium alloy, reflects a subtle, refined quality under a single, soft, overhead light. As the device slowly rotates, this light creates crisp highlights along its sharp edges while casting soft shadows against the deep background. Its ultra-narrow, bezel-less E-Ink screen displays a solitary cover design: a richly detailed, withered tree stands alone on a barren hill, beneath a pale, empty sky rendered in delicate grayscale tones. As the e-reader rolls steadily and gracefully, the camera remains focused on the non-luminous, paper-like screen, capturing every moment of light flowing through the cover pattern. The entire scene is shrouded in a quiet, focused, minimalist atmosphere with a technological aesthetic, emphasizing the object itself and the lonely story it carries.", + "seed": 23858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_2/index_9527_seed_23858_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17281099781394005, + "vlm_logprob": -0.17281099781394005, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.17281099781394005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43194571137428284 + ], + "opposite_logprob_tokens": [ + -1.0569456815719604 + ], + "logprob_reward": -0.43194571137428284, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43194571137428284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09906641393899918, + 0.12293050438165665, + 0.03916747495532036, + 0.11201354116201401, + 0.12675392627716064, + 0.029718060046434402, + 0.07468593865633011, + 0.17951270937919617, + 0.03293173760175705, + 0.18321971595287323 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.43194571137428284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813781201839447 + ], + "opposite_logprob_tokens": [ + -1.406378149986267 + ], + "logprob_reward": -0.2813781201839447, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813781201839447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09445538371801376, + 0.07737463712692261, + 0.06497931480407715, + 0.13804508745670319, + 0.03890945762395859, + 0.017985627055168152, + 0.03524332121014595, + 0.40189868211746216, + 0.03599787876009941, + 0.09511066973209381 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.2813781201839447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294299364089966 + ], + "opposite_logprob_tokens": [ + -2.237942934036255 + ], + "logprob_reward": -0.11294299364089966, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294299364089966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16468122601509094, + 0.18664829432964325, + 0.04361138120293617, + 0.13498952984809875, + 0.06309880316257477, + 0.06938684731721878, + 0.07380794733762741, + 0.08910717070102692, + 0.059803035110235214, + 0.1148657575249672 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.11294299364089966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08489356935024261, + 0.07863913476467133, + 0.0496608167886734, + 0.16148030757904053, + 0.04069061577320099, + 0.1349695324897766, + 0.026560431346297264, + 0.3479272723197937, + 0.022444697096943855, + 0.05273362994194031 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high-precision e-reader with an ultra-thin body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the e-reader's body made of matte, dark graphite magnesium alloy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the e-reader perform complex, deliberate multi-axis flips in a physically precise gyroscope motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the E-Ink screen display a solitary cover design of a withered tree on a barren hill under a pale sky in grayscale tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth orbiting motion around the e-reader?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689338713884354 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.033689338713884354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689338713884354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2293165624141693, + 0.1255921870470047, + 0.03814718872308731, + 0.11042506992816925, + 0.06400882452726364, + 0.06588035076856613, + 0.04908404499292374, + 0.15577255189418793, + 0.06584873050451279, + 0.09592453390359879 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.033689338713884354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_tensor([8575, 8575])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_tensor([8575, 8575])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef08bb2a8c9637e75465d7a4eb5644aead685e8e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_tensor([8575, 8575])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up depicts a beautiful woman with long, honey-blonde hair falling in soft waves over her shoulders. She wears a vibrant royal blue jacket crafted from soft suede, the rich color contrasting beautifully with her fair complexion. Delicate, dangling silver earrings dangle from her ears, gently swaying and catching the light. The scene is bathed in the warm, diffuse glow of the golden hour, casting soft highlights on her high cheekbones and illuminating her clear blue eyes. She slowly turns her head to look directly into the camera, a gentle breeze ruffling a lock of her hair, a subtle, serene smile playing on her lips. In the background, a softly blurred cafe terrace, the blurred shapes of other patrons and the flicker of warm string lights create an atmosphere of dreamy, intimate, and effortlessly elegant elegance.", + "seed": 30404, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_8575_seed_30404_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025679703429341318, + "vlm_logprob": -0.025679703429341318, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.025679703429341318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0051378123462200165 + ], + "opposite_logprob_tokens": [ + -5.380137920379639 + ], + "logprob_reward": -0.0051378123462200165, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0051378123462200165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750933974981308, + 0.10209885239601135, + 0.07401379942893982, + 0.06747202575206757, + 0.11326203495264053, + 0.24759088456630707, + 0.12575389444828033, + 0.03587518259882927, + 0.04315438121557236, + 0.015685560181736946 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0051378123462200165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307744279503822 + ], + "opposite_logprob_tokens": [ + -3.1680774688720703 + ], + "logprob_reward": -0.04307744279503822, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307744279503822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15624697506427765, + 0.18634681403636932, + 0.07162284106016159, + 0.06498398631811142, + 0.10296818614006042, + 0.10522530227899551, + 0.18510909378528595, + 0.05999494716525078, + 0.02729484625160694, + 0.04020704701542854 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.04307744279503822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700390413403511 + ], + "opposite_logprob_tokens": [ + -2.6950390338897705 + ], + "logprob_reward": -0.0700390413403511, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700390413403511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12502439320087433, + 0.09314229339361191, + 0.08549598604440689, + 0.15771089494228363, + 0.07723173499107361, + 0.24234722554683685, + 0.09983249753713608, + 0.07529648393392563, + 0.017108790576457977, + 0.026809701696038246 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0700390413403511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00151078961789608 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.00151078961789608, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00151078961789608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18366169929504395, + 0.10059424489736557, + 0.10765065997838974, + 0.18870612978935242, + 0.06036069616675377, + 0.112630195915699, + 0.1457476168870926, + 0.05118484050035477, + 0.033029939979314804, + 0.01643398590385914 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.00151078961789608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633431047201157 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633431047201157, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633431047201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10584037005901337, + 0.07206088304519653, + 0.18350328505039215, + 0.13841621577739716, + 0.10976342856884003, + 0.24487631022930145, + 0.05160798132419586, + 0.0655989795923233, + 0.015131677500903606, + 0.013200829736888409 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.008633431047201157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up depicts a beautiful woman with long, honey-blonde hair falling in soft waves over her shoulders. She wears a vibrant royal blue jacket crafted from soft suede, the rich color contrasting beautifully with her fair complexion. Delicate, dangling silver earrings dangle from her ears, gently swaying and catching the light. The scene is bathed in the warm, diffuse glow of the golden hour, casting soft highlights on her high cheekbones and illuminating her clear blue eyes. She slowly turns her head to look directly into the camera, a gentle breeze ruffling a lock of her hair, a subtle, serene smile playing on her lips. In the background, a softly blurred cafe terrace, the blurred shapes of other patrons and the flicker of warm string lights create an atmosphere of dreamy, intimate, and effortlessly elegant elegance.", + "seed": 30405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_8575_seed_30405_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043819978018291295, + "vlm_logprob": -0.043819978018291295, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.043819978018291295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007185450289398432 + ], + "opposite_logprob_tokens": [ + -5.007185459136963 + ], + "logprob_reward": -0.007185450289398432, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007185450289398432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3272150456905365, + 0.13045048713684082, + 0.13162744045257568, + 0.041543807834386826, + 0.0689106434583664, + 0.13946224749088287, + 0.029592616483569145, + 0.028295665979385376, + 0.04157057777047157, + 0.061331409960985184 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.007185450289398432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596321672201157 + ], + "opposite_logprob_tokens": [ + -3.8955962657928467 + ], + "logprob_reward": -0.020596321672201157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596321672201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22763465344905853, + 0.40837231278419495, + 0.11055611819028854, + 0.041496921330690384, + 0.05663638934493065, + 0.02623165026307106, + 0.03297806903719902, + 0.02641105465590954, + 0.02582848258316517, + 0.043854277580976486 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.020596321672201157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980491705238819 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.02980491705238819, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980491705238819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3978133201599121, + 0.1693771928548813, + 0.15015527606010437, + 0.035378534346818924, + 0.039356328547000885, + 0.0728519931435585, + 0.0279267355799675, + 0.02887832000851631, + 0.03981366753578186, + 0.03844861313700676 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02980491705238819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160335510969162 + ], + "opposite_logprob_tokens": [ + -1.9103355407714844 + ], + "logprob_reward": -0.160335510969162, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160335510969162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17901095747947693, + 0.07854793965816498, + 0.16931244730949402, + 0.14156800508499146, + 0.059080030769109726, + 0.0911925658583641, + 0.05457524582743645, + 0.06852464377880096, + 0.08845013380050659, + 0.06973801553249359 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.160335510969162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177690108306706 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177690108306706, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177690108306706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13949182629585266, + 0.5255697965621948, + 0.04044756665825844, + 0.05809178948402405, + 0.07261640578508377, + 0.019749650731682777, + 0.05125229433178902, + 0.032016512006521225, + 0.03623875230550766, + 0.024525390937924385 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.001177690108306706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up depicts a beautiful woman with long, honey-blonde hair falling in soft waves over her shoulders. She wears a vibrant royal blue jacket crafted from soft suede, the rich color contrasting beautifully with her fair complexion. Delicate, dangling silver earrings dangle from her ears, gently swaying and catching the light. The scene is bathed in the warm, diffuse glow of the golden hour, casting soft highlights on her high cheekbones and illuminating her clear blue eyes. She slowly turns her head to look directly into the camera, a gentle breeze ruffling a lock of her hair, a subtle, serene smile playing on her lips. In the background, a softly blurred cafe terrace, the blurred shapes of other patrons and the flicker of warm string lights create an atmosphere of dreamy, intimate, and effortlessly elegant elegance.", + "seed": 30406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_8575_seed_30406_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018596083438023926, + "vlm_logprob": -0.018596083438023926, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.018596083438023926, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002643544925376773 + ], + "opposite_logprob_tokens": [ + -6.127643585205078 + ], + "logprob_reward": -0.002643544925376773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002643544925376773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.598035991191864, + 0.0791158676147461, + 0.06301026046276093, + 0.04822221398353577, + 0.024873383343219757, + 0.03286480903625488, + 0.07071618735790253, + 0.024969009682536125, + 0.018864847719669342, + 0.03932742401957512 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.002643544925376773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330484427511692 + ], + "opposite_logprob_tokens": [ + -3.7733049392700195 + ], + "logprob_reward": -0.02330484427511692, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330484427511692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3501463234424591, + 0.11862047016620636, + 0.14429645240306854, + 0.0663684606552124, + 0.05339591205120087, + 0.03880258649587631, + 0.09378580749034882, + 0.0622909776866436, + 0.036967214196920395, + 0.03532577306032181 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02330484427511692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306545481085777 + ], + "opposite_logprob_tokens": [ + -3.1680655479431152 + ], + "logprob_reward": -0.04306545481085777, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306545481085777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.381956547498703, + 0.18929922580718994, + 0.09022588282823563, + 0.09195075184106827, + 0.04849380627274513, + 0.027488308027386665, + 0.07930074632167816, + 0.022394226863980293, + 0.02505243383347988, + 0.0438380166888237 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04306545481085777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22475527226924896, + 0.12053166329860687, + 0.1267319619655609, + 0.056939925998449326, + 0.09897731989622116, + 0.03341647610068321, + 0.0880022644996643, + 0.05019250884652138, + 0.03227923810482025, + 0.1681733876466751 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.009775268845260143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31789398193359375, + 0.19081802666187286, + 0.03719544783234596, + 0.036365408450365067, + 0.02588747628033161, + 0.03143894672393799, + 0.30030685663223267, + 0.03168720006942749, + 0.009023145772516727, + 0.019383564591407776 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up depicts a beautiful woman with long, honey-blonde hair falling in soft waves over her shoulders. She wears a vibrant royal blue jacket crafted from soft suede, the rich color contrasting beautifully with her fair complexion. Delicate, dangling silver earrings dangle from her ears, gently swaying and catching the light. The scene is bathed in the warm, diffuse glow of the golden hour, casting soft highlights on her high cheekbones and illuminating her clear blue eyes. She slowly turns her head to look directly into the camera, a gentle breeze ruffling a lock of her hair, a subtle, serene smile playing on her lips. In the background, a softly blurred cafe terrace, the blurred shapes of other patrons and the flicker of warm string lights create an atmosphere of dreamy, intimate, and effortlessly elegant elegance.", + "seed": 30407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_3/index_8575_seed_30407_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01321036193985492, + "vlm_logprob": -0.01321036193985492, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.01321036193985492, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001261273049749434 + ], + "opposite_logprob_tokens": [ + -7.001261234283447 + ], + "logprob_reward": -0.001261273049749434, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001261273049749434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15820999443531036, + 0.12283720821142197, + 0.060012515634298325, + 0.06999491155147552, + 0.10260479152202606, + 0.037112969905138016, + 0.04312030225992203, + 0.2892259955406189, + 0.06103240326046944, + 0.05584889277815819 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.001261273049749434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6891536712646484, + 0.022839220240712166, + 0.019666684791445732, + 0.018090922385454178, + 0.06277958303689957, + 0.014587169513106346, + 0.020962923765182495, + 0.11194300651550293, + 0.01709243655204773, + 0.022884387522935867 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.01108216866850853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343757286667824 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343757286667824, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343757286667824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20556306838989258, + 0.19656053185462952, + 0.0684606060385704, + 0.07002527266740799, + 0.04916449636220932, + 0.02851051464676857, + 0.06942936778068542, + 0.16720496118068695, + 0.06463958323001862, + 0.08044160157442093 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.026343757286667824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023274214938282967 + ], + "opposite_logprob_tokens": [ + -3.7732741832733154 + ], + "logprob_reward": -0.023274214938282967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023274214938282967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3981892764568329, + 0.029106255620718002, + 0.04405350238084793, + 0.0165417343378067, + 0.05453883111476898, + 0.011157585307955742, + 0.027759427204728127, + 0.264816552400589, + 0.08957117050886154, + 0.064265675842762 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.023274214938282967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a woman with long honey-blonde hair styled in soft waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant royal blue jacket made of soft suede?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dangling silver earrings visible on the woman's ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly turn her head to look directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred cafe terrace with warm string lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040903957560658455 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.0040903957560658455, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040903957560658455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5444762706756592, + 0.06182318180799484, + 0.10579264163970947, + 0.14929696917533875, + 0.008578231558203697, + 0.015957267954945564, + 0.02014179714024067, + 0.060826048254966736, + 0.013173057697713375, + 0.019934523850679398 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0040903957560658455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_tensor([5726, 5726])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_tensor([5726, 5726])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0cf3c349103c625a7f26ce1cc259eae4011a2a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_tensor([5726, 5726])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a dramatic medium shot, set in a vast, dimly lit tournament arena, with the blurred silhouettes of a huge, cheering crowd in the background. The camera's focus is first pinpointed on a massive totem in the foreground, symbolizing defeat. Composed of rough, dark gray, almost black rock, its surface is riddled with cracks. A faint, flickering flame adorns its summit, and dark, solidified wax drips clutter its shaft. Suddenly, with a muffled, powerful crack, the totem's shaft violently shatters, exploding into countless sharp fragments and dust. At that moment, a blinding white flash instantly engulfs the frame, and the camera shifts focus with remarkable speed, moving from the dark, crumbling debris in the foreground to a smooth, decisive pull toward another totem in the background, symbolizing victory. This totem is crafted from a brilliant golden metal, its surface smooth and reflective, and its tip blazes with a powerful, blazing golden-white flame. The camera finally stops on this victory totem, its golden light illuminates the flying dust around it, forming a static picture full of power and glory. The whole scene, under the high-contrast light and shadow, creates a glorious atmosphere of tension, climaxes and ultimately the joy of victory.", + "seed": 3316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_5726_seed_3316_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05217568445950747, + "vlm_logprob": -0.05217568445950747, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.05217568445950747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2021668255329132 + ], + "opposite_logprob_tokens": [ + -1.7021667957305908 + ], + "logprob_reward": -0.2021668255329132, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2021668255329132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20972850918769836, + 0.19933325052261353, + 0.08429954946041107, + 0.12381812930107117, + 0.05588126182556152, + 0.021474914625287056, + 0.02059813216328621, + 0.17929038405418396, + 0.06386532634496689, + 0.041710563004016876 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.2021668255329132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801357984542847 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.009801357984542847, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801357984542847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17954392731189728, + 0.21063710749149323, + 0.05882759392261505, + 0.06549595296382904, + 0.06749390065670013, + 0.04185701161623001, + 0.12842342257499695, + 0.08638283610343933, + 0.09614929556846619, + 0.06518891453742981 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.009801357984542847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05145836994051933, + 0.14259344339370728, + 0.06334331631660461, + 0.3684765696525574, + 0.022231725975871086, + 0.03872227296233177, + 0.03982715681195259, + 0.18887610733509064, + 0.03665193170309067, + 0.04781912639737129 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319126108661294 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.00319126108661294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319126108661294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10818216949701309, + 0.19144557416439056, + 0.046238936483860016, + 0.13477909564971924, + 0.03785468637943268, + 0.03720971941947937, + 0.1397763192653656, + 0.07462882250547409, + 0.07905649393796921, + 0.15082818269729614 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.00319126108661294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808766230940819 + ], + "opposite_logprob_tokens": [ + -3.2880876064300537 + ], + "logprob_reward": -0.03808766230940819, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808766230940819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12983858585357666, + 0.07447777688503265, + 0.07861702144145966, + 0.13867652416229248, + 0.04107050970196724, + 0.03754810616374016, + 0.11601615697145462, + 0.1612706184387207, + 0.07202965766191483, + 0.15045496821403503 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.03808766230940819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic medium shot, set in a vast, dimly lit tournament arena, with the blurred silhouettes of a huge, cheering crowd in the background. The camera's focus is first pinpointed on a massive totem in the foreground, symbolizing defeat. Composed of rough, dark gray, almost black rock, its surface is riddled with cracks. A faint, flickering flame adorns its summit, and dark, solidified wax drips clutter its shaft. Suddenly, with a muffled, powerful crack, the totem's shaft violently shatters, exploding into countless sharp fragments and dust. At that moment, a blinding white flash instantly engulfs the frame, and the camera shifts focus with remarkable speed, moving from the dark, crumbling debris in the foreground to a smooth, decisive pull toward another totem in the background, symbolizing victory. This totem is crafted from a brilliant golden metal, its surface smooth and reflective, and its tip blazes with a powerful, blazing golden-white flame. The camera finally stops on this victory totem, its golden light illuminates the flying dust around it, forming a static picture full of power and glory. The whole scene, under the high-contrast light and shadow, creates a glorious atmosphere of tension, climaxes and ultimately the joy of victory.", + "seed": 3317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_5726_seed_3317_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019524887297302486, + "vlm_logprob": -0.019524887297302486, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.019524887297302486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03034871630370617 + ], + "opposite_logprob_tokens": [ + -3.530348777770996 + ], + "logprob_reward": -0.03034871630370617, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03034871630370617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3151877820491791, + 0.044824082404375076, + 0.05079951137304306, + 0.09486903250217438, + 0.05067576467990875, + 0.049338217824697495, + 0.08369729667901993, + 0.06814540922641754, + 0.06213423237204552, + 0.1803286224603653 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.03034871630370617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555013410747051 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012555013410747051, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555013410747051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21562151610851288, + 0.079376719892025, + 0.10450302064418793, + 0.07779022306203842, + 0.07450588047504425, + 0.08205141127109528, + 0.12371569126844406, + 0.11807533353567123, + 0.06746941804885864, + 0.056890785694122314 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.012555013410747051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538767419755459 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012538767419755459, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538767419755459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19294902682304382, + 0.15172721445560455, + 0.11019378155469894, + 0.151953786611557, + 0.07555294036865234, + 0.06832624226808548, + 0.08333010971546173, + 0.026867594569921494, + 0.08069856464862823, + 0.05840079486370087 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012538767419755459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040932451374828815 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.0040932451374828815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040932451374828815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16613051295280457, + 0.060437701642513275, + 0.07010003179311752, + 0.05555933341383934, + 0.06866037100553513, + 0.11947017163038254, + 0.10603470355272293, + 0.12150753289461136, + 0.10893531143665314, + 0.12316430360078812 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0040932451374828815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808869421482086 + ], + "opposite_logprob_tokens": [ + -3.288088798522949 + ], + "logprob_reward": -0.03808869421482086, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808869421482086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06490381807088852, + 0.04359957203269005, + 0.03855622559785843, + 0.030771030113101006, + 0.051823459565639496, + 0.10037000477313995, + 0.0724925622344017, + 0.12038960307836533, + 0.2083750218153, + 0.2687186598777771 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.03808869421482086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic medium shot, set in a vast, dimly lit tournament arena, with the blurred silhouettes of a huge, cheering crowd in the background. The camera's focus is first pinpointed on a massive totem in the foreground, symbolizing defeat. Composed of rough, dark gray, almost black rock, its surface is riddled with cracks. A faint, flickering flame adorns its summit, and dark, solidified wax drips clutter its shaft. Suddenly, with a muffled, powerful crack, the totem's shaft violently shatters, exploding into countless sharp fragments and dust. At that moment, a blinding white flash instantly engulfs the frame, and the camera shifts focus with remarkable speed, moving from the dark, crumbling debris in the foreground to a smooth, decisive pull toward another totem in the background, symbolizing victory. This totem is crafted from a brilliant golden metal, its surface smooth and reflective, and its tip blazes with a powerful, blazing golden-white flame. The camera finally stops on this victory totem, its golden light illuminates the flying dust around it, forming a static picture full of power and glory. The whole scene, under the high-contrast light and shadow, creates a glorious atmosphere of tension, climaxes and ultimately the joy of victory.", + "seed": 3318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_5726_seed_3318_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03882352514192462, + "vlm_logprob": -0.03882352514192462, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03882352514192462, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08970959484577179 + ], + "opposite_logprob_tokens": [ + -2.464709520339966 + ], + "logprob_reward": -0.08970959484577179, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08970959484577179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28417694568634033, + 0.04141862690448761, + 0.016501938924193382, + 0.038293711841106415, + 0.026974614709615707, + 0.3222880959510803, + 0.10224463790655136, + 0.04114857688546181, + 0.09301558136940002, + 0.03393732011318207 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.08970959484577179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088662669062614 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.016088662669062614, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088662669062614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12614713609218597, + 0.044114794582128525, + 0.03230297192931175, + 0.4658845067024231, + 0.023836681619286537, + 0.09328094869852066, + 0.06301703304052353, + 0.07189556211233139, + 0.052922479808330536, + 0.026597918942570686 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.016088662669062614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255692172795534 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255692172795534, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255692172795534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04100612550973892, + 0.05207217112183571, + 0.03278161957859993, + 0.4494827091693878, + 0.042649492621421814, + 0.13408751785755157, + 0.09648001939058304, + 0.08864863216876984, + 0.045486658811569214, + 0.017305055633187294 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.005255692172795534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095382057130337 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095382057130337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095382057130337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05066342651844025, + 0.04695027321577072, + 0.031927164644002914, + 0.14798393845558167, + 0.031601592898368835, + 0.04061133787035942, + 0.07755159586668015, + 0.43801289796829224, + 0.08883432298898697, + 0.04586344212293625 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.004095382057130337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896829396486282 + ], + "opposite_logprob_tokens": [ + -2.5789682865142822 + ], + "logprob_reward": -0.07896829396486282, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896829396486282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10669728368520737, + 0.06711699068546295, + 0.034238435328006744, + 0.09209809452295303, + 0.0406668521463871, + 0.15469957888126373, + 0.0860963687300682, + 0.2049497663974762, + 0.08773194998502731, + 0.12570467591285706 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.07896829396486282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic medium shot, set in a vast, dimly lit tournament arena, with the blurred silhouettes of a huge, cheering crowd in the background. The camera's focus is first pinpointed on a massive totem in the foreground, symbolizing defeat. Composed of rough, dark gray, almost black rock, its surface is riddled with cracks. A faint, flickering flame adorns its summit, and dark, solidified wax drips clutter its shaft. Suddenly, with a muffled, powerful crack, the totem's shaft violently shatters, exploding into countless sharp fragments and dust. At that moment, a blinding white flash instantly engulfs the frame, and the camera shifts focus with remarkable speed, moving from the dark, crumbling debris in the foreground to a smooth, decisive pull toward another totem in the background, symbolizing victory. This totem is crafted from a brilliant golden metal, its surface smooth and reflective, and its tip blazes with a powerful, blazing golden-white flame. The camera finally stops on this victory totem, its golden light illuminates the flying dust around it, forming a static picture full of power and glory. The whole scene, under the high-contrast light and shadow, creates a glorious atmosphere of tension, climaxes and ultimately the joy of victory.", + "seed": 3319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_4/index_5726_seed_3319_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14981685113161802, + "vlm_logprob": -0.14981685113161802, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.14981685113161802, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6938691139221191 + ], + "opposite_logprob_tokens": [ + -0.6938691139221191 + ], + "logprob_reward": -0.6938691139221191, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6938691139221191, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13947151601314545, + 0.1894686073064804, + 0.12267158180475235, + 0.0646284744143486, + 0.10250801593065262, + 0.12428377568721771, + 0.14563915133476257, + 0.06717230379581451, + 0.02903783693909645, + 0.015118769370019436 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.6938691139221191 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820802316069603 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.01820802316069603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820802316069603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17753703892230988, + 0.11044628173112869, + 0.2305196076631546, + 0.04367984086275101, + 0.03835785388946533, + 0.2013516128063202, + 0.08650656789541245, + 0.06022367253899574, + 0.03640344738960266, + 0.014974030666053295 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.01820802316069603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06803900003433228, + 0.041101016104221344, + 0.2884279489517212, + 0.07241465151309967, + 0.05796510726213455, + 0.18228264153003693, + 0.10173788666725159, + 0.13872332870960236, + 0.03339351341128349, + 0.015914876013994217 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.01419447734951973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06940845400094986, + 0.10338388383388519, + 0.2156488001346588, + 0.04758790507912636, + 0.05748442932963371, + 0.23461763560771942, + 0.10227251052856445, + 0.04642245173454285, + 0.05895771458745003, + 0.06421619653701782 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.004634116776287556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene set in a dimly lit tournament arena with blurred silhouettes of a cheering crowd in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first totem composed of rough, dark gray rock riddled with cracks and adorned with a faint flickering flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first totem violently shatter into sharp fragments and dust, followed by a blinding white flash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second totem crafted from smooth, reflective brilliant golden metal with a blazing golden-white flame at its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shift focus from the crumbling debris to the golden totem and stop on a static shot illuminated by its golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817852444946766 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817852444946766, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817852444946766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0438619926571846, + 0.04159606993198395, + 0.06582757830619812, + 0.05798476189374924, + 0.06816156208515167, + 0.4830223023891449, + 0.055370982736349106, + 0.0835837796330452, + 0.04914024472236633, + 0.05145075172185898 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.01817852444946766 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_tensor([6634, 6634])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_tensor([6634, 6634])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f375b01716c72a1bb75f6a583b01418daec5c606 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_tensor([6634, 6634])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, positioned at a slightly elevated angle, observes a pristine, smooth white crystal kitchen counter. Soft, bright, indirect light streams in from an unseen window, casting gentle shadows and creating a clean, tranquil atmosphere. At the center of the frame lies a folded, round, bright cyan silicone food container, its concentric rings forming a flat disc. A subtle, almost imperceptible vibration creates ripples across the polished counter surface, causing the container's small, translucent latch to momentarily loosen before decisively withdrawing from its slot. The container immediately springs to life in a swift, satisfying motion, unfolding upward, its accordion-like walls rapidly expanding to their full height, transforming from a flat disc into a solid rectangular bowl in a fraction of a second. The now fully formed container stands rigidly, its vibrant cyan surface catching the diffused light, appearing brighter and more saturated against the minimalist backdrop, capturing the moment of a sudden, elegant mechanical transformation.", + "seed": 33414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_6634_seed_33414_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17888414561748506, + "vlm_logprob": -0.17888414561748506, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.17888414561748506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08133300393819809 + ], + "opposite_logprob_tokens": [ + -2.5813329219818115 + ], + "logprob_reward": -0.08133300393819809, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08133300393819809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4071560502052307, + 0.08175498247146606, + 0.095231793820858, + 0.0838053897023201, + 0.09665470570325851, + 0.05458870157599449, + 0.032517075538635254, + 0.04266689345240593, + 0.04657537490129471, + 0.05904902517795563 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.08133300393819809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610101521015167 + ], + "opposite_logprob_tokens": [ + -3.8956100940704346 + ], + "logprob_reward": -0.020610101521015167, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610101521015167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2611546814441681, + 0.10822131484746933, + 0.10957544296979904, + 0.06636586040258408, + 0.16573090851306915, + 0.09852951765060425, + 0.03929021954536438, + 0.0679369568824768, + 0.057039774954319, + 0.02615528367459774 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.020610101521015167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651084542274475 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651084542274475, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651084542274475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3595638573169708, + 0.15622621774673462, + 0.11139434576034546, + 0.0966852530837059, + 0.11476384848356247, + 0.033404912799596786, + 0.039944712072610855, + 0.018904399126768112, + 0.04382920637726784, + 0.025283290073275566 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004651084542274475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474290668964386 + ], + "opposite_logprob_tokens": [ + -0.974290668964386 + ], + "logprob_reward": -0.474290668964386, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474290668964386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3687031865119934, + 0.11493754386901855, + 0.1140049621462822, + 0.09434951096773148, + 0.12442597001791, + 0.03693915158510208, + 0.04892212525010109, + 0.027856674045324326, + 0.04028533026576042, + 0.029575509950518608 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.474290668964386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135358691215515 + ], + "opposite_logprob_tokens": [ + -1.3135359287261963 + ], + "logprob_reward": -0.3135358691215515, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135358691215515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3475427031517029, + 0.06340135633945465, + 0.12804988026618958, + 0.1219296082854271, + 0.14574363827705383, + 0.0478084571659565, + 0.04104471951723099, + 0.04088582843542099, + 0.03252831846475601, + 0.031065456569194794 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.3135358691215515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, positioned at a slightly elevated angle, observes a pristine, smooth white crystal kitchen counter. Soft, bright, indirect light streams in from an unseen window, casting gentle shadows and creating a clean, tranquil atmosphere. At the center of the frame lies a folded, round, bright cyan silicone food container, its concentric rings forming a flat disc. A subtle, almost imperceptible vibration creates ripples across the polished counter surface, causing the container's small, translucent latch to momentarily loosen before decisively withdrawing from its slot. The container immediately springs to life in a swift, satisfying motion, unfolding upward, its accordion-like walls rapidly expanding to their full height, transforming from a flat disc into a solid rectangular bowl in a fraction of a second. The now fully formed container stands rigidly, its vibrant cyan surface catching the diffused light, appearing brighter and more saturated against the minimalist backdrop, capturing the moment of a sudden, elegant mechanical transformation.", + "seed": 33415, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_6634_seed_33415_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05776915594469756, + "vlm_logprob": -0.05776915594469756, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05776915594469756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021904325112700462 + ], + "opposite_logprob_tokens": [ + -3.896904230117798 + ], + "logprob_reward": -0.021904325112700462, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021904325112700462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14508116245269775, + 0.18019558489322662, + 0.10349879413843155, + 0.027267690747976303, + 0.08841371536254883, + 0.1299537718296051, + 0.07373812049627304, + 0.1661502867937088, + 0.022145504131913185, + 0.06355533748865128 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.021904325112700462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082797199487686 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082797199487686, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082797199487686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09095263481140137, + 0.2941841781139374, + 0.15107542276382446, + 0.08907146751880646, + 0.06420423090457916, + 0.06446678936481476, + 0.06547395139932632, + 0.07211115956306458, + 0.06145587936043739, + 0.0470043309032917 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.016082797199487686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019456282025203109 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019456282025203109, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019456282025203109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09789592027664185, + 0.06707260757684708, + 0.12430892139673233, + 0.259517639875412, + 0.0799308568239212, + 0.19229862093925476, + 0.08061152696609497, + 0.02406391315162182, + 0.050864946097135544, + 0.023435113951563835 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.0019456282025203109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09104742854833603, + 0.07028212398290634, + 0.13815495371818542, + 0.2587762773036957, + 0.06839659065008163, + 0.16545724868774414, + 0.055348847061395645, + 0.027893749997019768, + 0.04647844284772873, + 0.07816432416439056 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.023294130340218544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256188988685608 + ], + "opposite_logprob_tokens": [ + -1.600618839263916 + ], + "logprob_reward": -0.2256188988685608, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256188988685608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07770153135061264, + 0.10214953124523163, + 0.17519721388816833, + 0.10998455435037613, + 0.09828602522611618, + 0.17496687173843384, + 0.04786835238337517, + 0.11549299955368042, + 0.028878556564450264, + 0.06947442144155502 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.2256188988685608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, positioned at a slightly elevated angle, observes a pristine, smooth white crystal kitchen counter. Soft, bright, indirect light streams in from an unseen window, casting gentle shadows and creating a clean, tranquil atmosphere. At the center of the frame lies a folded, round, bright cyan silicone food container, its concentric rings forming a flat disc. A subtle, almost imperceptible vibration creates ripples across the polished counter surface, causing the container's small, translucent latch to momentarily loosen before decisively withdrawing from its slot. The container immediately springs to life in a swift, satisfying motion, unfolding upward, its accordion-like walls rapidly expanding to their full height, transforming from a flat disc into a solid rectangular bowl in a fraction of a second. The now fully formed container stands rigidly, its vibrant cyan surface catching the diffused light, appearing brighter and more saturated against the minimalist backdrop, capturing the moment of a sudden, elegant mechanical transformation.", + "seed": 33416, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_6634_seed_33416_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1213315691333264, + "vlm_logprob": -0.1213315691333264, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.1213315691333264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10193391889333725 + ], + "opposite_logprob_tokens": [ + -2.3519339561462402 + ], + "logprob_reward": -0.10193391889333725, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10193391889333725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6252095103263855, + 0.06471052020788193, + 0.019220279529690742, + 0.04944062978029251, + 0.044311244040727615, + 0.03379879891872406, + 0.054603539407253265, + 0.024928046390414238, + 0.04148024320602417, + 0.04229716956615448 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.10193391889333725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617807283997536 + ], + "opposite_logprob_tokens": [ + -3.895617723464966 + ], + "logprob_reward": -0.020617807283997536, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617807283997536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1461663693189621, + 0.058579981327056885, + 0.2622631788253784, + 0.0500202514231205, + 0.03429199382662773, + 0.05488337203860283, + 0.15999364852905273, + 0.12412521243095398, + 0.08534307777881622, + 0.024332979694008827 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.020617807283997536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011866202112287283 + ], + "opposite_logprob_tokens": [ + -6.751186847686768 + ], + "logprob_reward": -0.0011866202112287283, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011866202112287283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.533336877822876, + 0.028067726641893387, + 0.034262847155332565, + 0.02172422781586647, + 0.025618230924010277, + 0.05409381911158562, + 0.19882827997207642, + 0.05815907567739487, + 0.027363425120711327, + 0.01854553446173668 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0011866202112287283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813066840171814 + ], + "opposite_logprob_tokens": [ + -1.4063067436218262 + ], + "logprob_reward": -0.2813066840171814, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813066840171814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6175135374069214, + 0.01218665111809969, + 0.013823319226503372, + 0.015037095174193382, + 0.01877303048968315, + 0.026861149817705154, + 0.052746087312698364, + 0.05242365598678589, + 0.17371246218681335, + 0.016923032701015472 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2813066840171814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161281526088715 + ], + "opposite_logprob_tokens": [ + -1.7016128301620483 + ], + "logprob_reward": -0.20161281526088715, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161281526088715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19569742679595947, + 0.06850271672010422, + 0.06308441609144211, + 0.02540360391139984, + 0.023321084678173065, + 0.12004077434539795, + 0.22528447210788727, + 0.10081236809492111, + 0.11142923682928085, + 0.06642390787601471 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.20161281526088715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, positioned at a slightly elevated angle, observes a pristine, smooth white crystal kitchen counter. Soft, bright, indirect light streams in from an unseen window, casting gentle shadows and creating a clean, tranquil atmosphere. At the center of the frame lies a folded, round, bright cyan silicone food container, its concentric rings forming a flat disc. A subtle, almost imperceptible vibration creates ripples across the polished counter surface, causing the container's small, translucent latch to momentarily loosen before decisively withdrawing from its slot. The container immediately springs to life in a swift, satisfying motion, unfolding upward, its accordion-like walls rapidly expanding to their full height, transforming from a flat disc into a solid rectangular bowl in a fraction of a second. The now fully formed container stands rigidly, its vibrant cyan surface catching the diffused light, appearing brighter and more saturated against the minimalist backdrop, capturing the moment of a sudden, elegant mechanical transformation.", + "seed": 33417, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_5/index_6634_seed_33417_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08074166844598948, + "vlm_logprob": -0.08074166844598948, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.08074166844598948, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04581614211201668 + ], + "opposite_logprob_tokens": [ + -3.17081618309021 + ], + "logprob_reward": -0.04581614211201668, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04581614211201668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0912880003452301, + 0.047222815454006195, + 0.04471602290868759, + 0.014028425328433514, + 0.0978117287158966, + 0.06409488618373871, + 0.1251852810382843, + 0.034598417580127716, + 0.07422969490289688, + 0.4068247079849243 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.04581614211201668 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016095230355858803 + ], + "opposite_logprob_tokens": [ + -4.141095161437988 + ], + "logprob_reward": -0.016095230355858803, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016095230355858803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13274350762367249, + 0.06948970258235931, + 0.0880386009812355, + 0.06986788660287857, + 0.06531475484371185, + 0.055086273699998856, + 0.03796971216797829, + 0.1405373364686966, + 0.22001157701015472, + 0.1209406703710556 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.016095230355858803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015207880642265081 + ], + "opposite_logprob_tokens": [ + -6.50152063369751 + ], + "logprob_reward": -0.0015207880642265081, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015207880642265081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026576338335871696, + 0.02133505791425705, + 0.013985327444970608, + 0.02822573482990265, + 0.021302489563822746, + 0.017941631376743317, + 0.0361679382622242, + 0.02555220201611519, + 0.09810801595449448, + 0.7108052372932434 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0015207880642265081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035206615924835 + ], + "opposite_logprob_tokens": [ + -1.910352110862732 + ], + "logprob_reward": -0.16035206615924835, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035206615924835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035477541387081146, + 0.015418846160173416, + 0.02596845105290413, + 0.02559242956340313, + 0.01923207752406597, + 0.0458889901638031, + 0.08199301362037659, + 0.03829091787338257, + 0.055420614778995514, + 0.65671706199646 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.16035206615924835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a pristine, smooth white crystal kitchen counter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a folded, round, bright cyan silicone food container visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the container unfold rapidly from a flat disc into a solid rectangular bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the container's latch loosen and withdraw before the container springs open?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799241155385971 + ], + "opposite_logprob_tokens": [ + -1.8049241304397583 + ], + "logprob_reward": -0.1799241155385971, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799241155385971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037816449999809265, + 0.0357617624104023, + 0.04548274353146553, + 0.07733213901519775, + 0.12348330765962601, + 0.010766941122710705, + 0.12414272874593735, + 0.12117622047662735, + 0.0918048769235611, + 0.33223289251327515 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.1799241155385971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_tensor([3510, 3510])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_tensor([3510, 3510])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..acb001d578078886ce8ba6b4daaa8f50c85aa5d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_tensor([3510, 3510])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera begins with a low-angle view of a forgotten wooden toy car on the floor, then slowly and steadily moves forward, focusing on an off-white plush cat climbing structure. From a circular cavity in the middle of the structure, a sleepy, cream-colored kitten cautiously pokes its furry head out. Its fur is soft and fluffy, streaked with light ginger, and shimmers softly in the warm afternoon sunlight slanting in from the window. Its disproportionately large, obsidian-like eyes, moist and bright, blink in a hazy, half-awake state, filled with innocent curiosity about this new world. It tentatively places a fleshy pink paw on the edge of the cavity, then clumsily yet calmly wriggles its entire body completely out of the darkness. Finally, it opens its mouth in a silent yawn, revealing its tiny pink tongue. The entire picture is immersed in a warm and delicate Ghibli animation style, with sparkling dust particles floating in the air, the background is a soft-focus wooden floor and a touch of green potted plants, and the main colors are composed of soft cream, warm wood color and golden sunlight, creating a tranquil, healing and fairy-tale atmosphere.", + "seed": 30294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_3510_seed_30294_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.7032833557575942, + "vlm_logprob": -0.7032833557575942, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.7032833557575942, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.4092845916748047 + ], + "opposite_logprob_tokens": [ + -0.03428448364138603 + ], + "logprob_reward": -3.4092845916748047, + "yes_no_margin_reward": -3.375, + "token_credit_reward": -3.4092845916748047, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11996540427207947, + 0.04743916541337967, + 0.023788582533597946, + 0.019281411543488503, + 0.028093283995985985, + 0.0415259450674057, + 0.4667823910713196, + 0.07711359113454819, + 0.10941530764102936, + 0.06659497320652008 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -3.4092845916748047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04894087836146355 + ], + "opposite_logprob_tokens": [ + -3.048940896987915 + ], + "logprob_reward": -0.04894087836146355, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04894087836146355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1283605694770813, + 0.05707262083888054, + 0.04150131717324257, + 0.0386003702878952, + 0.03613138198852539, + 0.03507886454463005, + 0.4190363883972168, + 0.07476764917373657, + 0.12299942225217819, + 0.04645143821835518 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.04894087836146355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014245953410863876 + ], + "opposite_logprob_tokens": [ + -4.264245986938477 + ], + "logprob_reward": -0.014245953410863876, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014245953410863876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13795189559459686, + 0.06669360399246216, + 0.04796982556581497, + 0.02256406471133232, + 0.04495559632778168, + 0.04165831580758095, + 0.4158461391925812, + 0.053448837250471115, + 0.11566265672445297, + 0.053249094635248184 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.014245953410863876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020615121349692345 + ], + "opposite_logprob_tokens": [ + -3.8956151008605957 + ], + "logprob_reward": -0.020615121349692345, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020615121349692345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14270764589309692, + 0.06516093760728836, + 0.0628882348537445, + 0.029663309454917908, + 0.05397862195968628, + 0.06119435280561447, + 0.10255083441734314, + 0.06651178747415543, + 0.31719446182250977, + 0.098149873316288 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.020615121349692345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023330233991146088 + ], + "opposite_logprob_tokens": [ + -3.7733302116394043 + ], + "logprob_reward": -0.023330233991146088, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023330233991146088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10761163383722305, + 0.054912082850933075, + 0.027024518698453903, + 0.020169507712125778, + 0.03298555314540863, + 0.04990125074982643, + 0.47094565629959106, + 0.04019052907824516, + 0.1206054538488388, + 0.07565385103225708 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.023330233991146088 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a low-angle view of a forgotten wooden toy car on the floor, then slowly and steadily moves forward, focusing on an off-white plush cat climbing structure. From a circular cavity in the middle of the structure, a sleepy, cream-colored kitten cautiously pokes its furry head out. Its fur is soft and fluffy, streaked with light ginger, and shimmers softly in the warm afternoon sunlight slanting in from the window. Its disproportionately large, obsidian-like eyes, moist and bright, blink in a hazy, half-awake state, filled with innocent curiosity about this new world. It tentatively places a fleshy pink paw on the edge of the cavity, then clumsily yet calmly wriggles its entire body completely out of the darkness. Finally, it opens its mouth in a silent yawn, revealing its tiny pink tongue. The entire picture is immersed in a warm and delicate Ghibli animation style, with sparkling dust particles floating in the air, the background is a soft-focus wooden floor and a touch of green potted plants, and the main colors are composed of soft cream, warm wood color and golden sunlight, creating a tranquil, healing and fairy-tale atmosphere.", + "seed": 30295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_3510_seed_30295_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013067187275737524, + "vlm_logprob": -0.013067187275737524, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.013067187275737524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03174993768334389 + ], + "opposite_logprob_tokens": [ + -3.531749963760376 + ], + "logprob_reward": -0.03174993768334389, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03174993768334389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1773488074541092, + 0.2672824561595917, + 0.10586181282997131, + 0.2098340094089508, + 0.03961353003978729, + 0.05056748166680336, + 0.09181908518075943, + 0.019032176584005356, + 0.02768658474087715, + 0.010953973978757858 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.03174993768334389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019639506936073303 + ], + "opposite_logprob_tokens": [ + -6.251964092254639 + ], + "logprob_reward": -0.0019639506936073303, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019639506936073303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20489823818206787, + 0.1274651139974594, + 0.1514160931110382, + 0.08504270017147064, + 0.05576150864362717, + 0.11805932223796844, + 0.1253330558538437, + 0.03703126311302185, + 0.07240666449069977, + 0.022586064413189888 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0019639506936073303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08259768784046173, + 0.10410750657320023, + 0.05677049234509468, + 0.14772343635559082, + 0.106149822473526, + 0.35043975710868835, + 0.03472317010164261, + 0.02893882989883423, + 0.060283757746219635, + 0.028265545144677162 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789552539587021 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789552539587021, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789552539587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03475179523229599, + 0.034349460154771805, + 0.05395088717341423, + 0.385044664144516, + 0.1789126843214035, + 0.06412328034639359, + 0.024115895852446556, + 0.07860619574785233, + 0.11311141401529312, + 0.03303370997309685 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.009789552539587021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200588688254356 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200588688254356, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200588688254356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17487160861492157, + 0.099272720515728, + 0.10464423894882202, + 0.09833370894193649, + 0.08862630277872086, + 0.05941332131624222, + 0.07532878965139389, + 0.07140051573514938, + 0.1576048880815506, + 0.07050389796495438 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.014200588688254356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a low-angle view of a forgotten wooden toy car on the floor, then slowly and steadily moves forward, focusing on an off-white plush cat climbing structure. From a circular cavity in the middle of the structure, a sleepy, cream-colored kitten cautiously pokes its furry head out. Its fur is soft and fluffy, streaked with light ginger, and shimmers softly in the warm afternoon sunlight slanting in from the window. Its disproportionately large, obsidian-like eyes, moist and bright, blink in a hazy, half-awake state, filled with innocent curiosity about this new world. It tentatively places a fleshy pink paw on the edge of the cavity, then clumsily yet calmly wriggles its entire body completely out of the darkness. Finally, it opens its mouth in a silent yawn, revealing its tiny pink tongue. The entire picture is immersed in a warm and delicate Ghibli animation style, with sparkling dust particles floating in the air, the background is a soft-focus wooden floor and a touch of green potted plants, and the main colors are composed of soft cream, warm wood color and golden sunlight, creating a tranquil, healing and fairy-tale atmosphere.", + "seed": 30296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_3510_seed_30296_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028022381430491804, + "vlm_logprob": -0.028022381430491804, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.028022381430491804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10242234170436859 + ], + "opposite_logprob_tokens": [ + -2.3524222373962402 + ], + "logprob_reward": -0.10242234170436859, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10242234170436859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4897884726524353, + 0.026571130380034447, + 0.029401374980807304, + 0.06469777971506119, + 0.09209470450878143, + 0.05823758244514465, + 0.0755934789776802, + 0.11052108556032181, + 0.036590903997421265, + 0.016503427177667618 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.10242234170436859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032162151765078306 + ], + "opposite_logprob_tokens": [ + -5.75321626663208 + ], + "logprob_reward": -0.0032162151765078306, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032162151765078306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07458846271038055, + 0.036586321890354156, + 0.11678045988082886, + 0.035446714609861374, + 0.09899415075778961, + 0.02130584791302681, + 0.09461725503206253, + 0.4238869845867157, + 0.02864873595535755, + 0.06914504617452621 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.0032162151765078306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100843332707882 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100843332707882, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100843332707882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144116938114166, + 0.025977734476327896, + 0.062378447502851486, + 0.029088832437992096, + 0.04688497632741928, + 0.125026136636734, + 0.054028838872909546, + 0.4179086983203888, + 0.07276448607444763, + 0.0745006650686264 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.004100843332707882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04312700033187866, + 0.05192429572343826, + 0.07010694593191147, + 0.027207013219594955, + 0.1154894307255745, + 0.04326307773590088, + 0.19746451079845428, + 0.14640793204307556, + 0.23873203992843628, + 0.06627775728702545 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058791182935238 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058791182935238, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058791182935238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37025967240333557, + 0.036287013441324234, + 0.03309760242700577, + 0.02495414949953556, + 0.07038664817810059, + 0.03326769173145294, + 0.07928111404180527, + 0.18546231091022491, + 0.055440131574869156, + 0.11156370490789413 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.02058791182935238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a low-angle view of a forgotten wooden toy car on the floor, then slowly and steadily moves forward, focusing on an off-white plush cat climbing structure. From a circular cavity in the middle of the structure, a sleepy, cream-colored kitten cautiously pokes its furry head out. Its fur is soft and fluffy, streaked with light ginger, and shimmers softly in the warm afternoon sunlight slanting in from the window. Its disproportionately large, obsidian-like eyes, moist and bright, blink in a hazy, half-awake state, filled with innocent curiosity about this new world. It tentatively places a fleshy pink paw on the edge of the cavity, then clumsily yet calmly wriggles its entire body completely out of the darkness. Finally, it opens its mouth in a silent yawn, revealing its tiny pink tongue. The entire picture is immersed in a warm and delicate Ghibli animation style, with sparkling dust particles floating in the air, the background is a soft-focus wooden floor and a touch of green potted plants, and the main colors are composed of soft cream, warm wood color and golden sunlight, creating a tranquil, healing and fairy-tale atmosphere.", + "seed": 30297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_6/index_3510_seed_30297_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.9153093732893467, + "vlm_logprob": -0.9153093732893467, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.9153093732893467, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.387838840484619 + ], + "opposite_logprob_tokens": [ + -0.01283903606235981 + ], + "logprob_reward": -4.387838840484619, + "yes_no_margin_reward": -4.375, + "token_credit_reward": -4.387838840484619, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15547321736812592, + 0.08605553209781647, + 0.14177529513835907, + 0.18482202291488647, + 0.1734626144170761, + 0.08046282082796097, + 0.03275506570935249, + 0.056853052228689194, + 0.030388955026865005, + 0.057951420545578 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -4.387838840484619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05532804876565933 + ], + "opposite_logprob_tokens": [ + -2.930328130722046 + ], + "logprob_reward": -0.05532804876565933, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05532804876565933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16895776987075806, + 0.0794219821691513, + 0.15375612676143646, + 0.1522969901561737, + 0.08535940945148468, + 0.1087876707315445, + 0.058403946459293365, + 0.07532168924808502, + 0.05566447228193283, + 0.0620298832654953 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.05532804876565933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016133707016706467 + ], + "opposite_logprob_tokens": [ + -4.141133785247803 + ], + "logprob_reward": -0.016133707016706467, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016133707016706467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11569762974977493, + 0.10934252291917801, + 0.12082571536302567, + 0.10447017848491669, + 0.22892113029956818, + 0.07692647725343704, + 0.03114868327975273, + 0.0878690779209137, + 0.05850391834974289, + 0.0662946030497551 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.016133707016706467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07906577736139297 + ], + "opposite_logprob_tokens": [ + -2.5790657997131348 + ], + "logprob_reward": -0.07906577736139297, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07906577736139297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04799415171146393, + 0.09114155173301697, + 0.08561351895332336, + 0.15941238403320312, + 0.14778733253479004, + 0.11346296966075897, + 0.06980694085359573, + 0.12376024574041367, + 0.112273208796978, + 0.04874773323535919 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.07906577736139297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera initially positioned at a low angle showing a forgotten wooden toy car on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward steadily to focus on an off-white plush cat climbing structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a cream-colored kitten with soft, fluffy fur streaked with light ginger visible poking its head out of a circular cavity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten wriggle its body out of the cavity and open its mouth in a silent yawn revealing a tiny pink tongue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a warm Ghibli animation style with sparkling dust particles, soft-focus background, and golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03818049281835556 + ], + "opposite_logprob_tokens": [ + -3.2881805896759033 + ], + "logprob_reward": -0.03818049281835556, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03818049281835556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21121740341186523, + 0.1031416803598404, + 0.12862183153629303, + 0.06108405813574791, + 0.18567843735218048, + 0.06318695098161697, + 0.03617742657661438, + 0.06735976785421371, + 0.0633535087108612, + 0.08017899841070175 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.03818049281835556 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_tensor([5502, 5502])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_tensor([5502, 5502])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9a05dd5324683b4b462e11e71e19e52cace95e30 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_tensor([5502, 5502])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle close-up captures a thin, transparent piece of plastic film, held perfectly still by an invisible static charge against the vast, smooth surface of a large office window. An imperfect rectangle with a slightly curled corner, the film catches the intense sunlight, revealing a subtle, iridescent glow across its surface and highlighting a few tiny dust particles clinging to it. Bright, golden afternoon sunlight streams directly through the clean glass, bringing the plastic film into focus with a bright, warm lens flare. Through the window, the deep blue of a clear afternoon sky and the blurred architectural forms of distant city buildings are visible, all slightly distorted by the glass. Blurred, ghostly reflections of the empty office corridor—the edges of empty desks and the geometric pattern of the ceiling—superimposed on the view outside enhance the quiet loneliness. The film appears to float weightlessly, its edge casting a thin, sharp shadow on the glass, testament to the unseen force holding it in place. The entire scene is bathed in warm, high-contrast light, creating a tranquil and contemplative atmosphere that transforms mundane details into moments of serene, minimalist beauty.", + "seed": 3130, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_5502_seed_3130_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18077234495431185, + "vlm_logprob": -0.18077234495431185, + "vlm_yes_no_margin": 2.849999952316284, + "vlm_token_credit": -0.18077234495431185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02451300248503685 + ], + "opposite_logprob_tokens": [ + -3.774513006210327 + ], + "logprob_reward": -0.02451300248503685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02451300248503685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2524094879627228, + 0.14431293308734894, + 0.12895143032073975, + 0.05110759288072586, + 0.10922712087631226, + 0.03638777136802673, + 0.060403160750865936, + 0.05992807075381279, + 0.06507577747106552, + 0.09219665825366974 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02451300248503685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578707337379456 + ], + "opposite_logprob_tokens": [ + -0.6328707337379456 + ], + "logprob_reward": -0.7578707337379456, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578707337379456, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19568657875061035, + 0.08681891858577728, + 0.09115941822528839, + 0.23159578442573547, + 0.09295478463172913, + 0.028590340167284012, + 0.055577781051397324, + 0.055442631244659424, + 0.04821266233921051, + 0.1139611005783081 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.7578707337379456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908504992723465 + ], + "opposite_logprob_tokens": [ + -2.464085102081299 + ], + "logprob_reward": -0.08908504992723465, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908504992723465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17184433341026306, + 0.17252890765666962, + 0.19926594197750092, + 0.1119600385427475, + 0.059195708483457565, + 0.054889656603336334, + 0.07059464603662491, + 0.06327620148658752, + 0.023256763815879822, + 0.07318779081106186 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.08908504992723465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203292317688465 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203292317688465, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203292317688465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10637879371643066, + 0.2166319638490677, + 0.2930513024330139, + 0.041257064789533615, + 0.06539318710565567, + 0.061314765363931656, + 0.0759868398308754, + 0.044979967176914215, + 0.03587394580245018, + 0.05913219600915909 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.014203292317688465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1192861869931221, + 0.3519299030303955, + 0.11240056902170181, + 0.11061377823352814, + 0.04822143539786339, + 0.062481578439474106, + 0.03888532146811485, + 0.025333313271403313, + 0.05183153226971626, + 0.07901635766029358 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018189646303653717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a thin, transparent piece of plastic film, held perfectly still by an invisible static charge against the vast, smooth surface of a large office window. An imperfect rectangle with a slightly curled corner, the film catches the intense sunlight, revealing a subtle, iridescent glow across its surface and highlighting a few tiny dust particles clinging to it. Bright, golden afternoon sunlight streams directly through the clean glass, bringing the plastic film into focus with a bright, warm lens flare. Through the window, the deep blue of a clear afternoon sky and the blurred architectural forms of distant city buildings are visible, all slightly distorted by the glass. Blurred, ghostly reflections of the empty office corridor—the edges of empty desks and the geometric pattern of the ceiling—superimposed on the view outside enhance the quiet loneliness. The film appears to float weightlessly, its edge casting a thin, sharp shadow on the glass, testament to the unseen force holding it in place. The entire scene is bathed in warm, high-contrast light, creating a tranquil and contemplative atmosphere that transforms mundane details into moments of serene, minimalist beauty.", + "seed": 3131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_5502_seed_3131_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3197314912453294, + "vlm_logprob": -0.3197314912453294, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.3197314912453294, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010986079461872578 + ], + "opposite_logprob_tokens": [ + -4.635985851287842 + ], + "logprob_reward": -0.010986079461872578, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010986079461872578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05331862345337868, + 0.09040456265211105, + 0.033415764570236206, + 0.29321539402008057, + 0.04030005633831024, + 0.024079326540231705, + 0.1268758475780487, + 0.17082013189792633, + 0.08435656130313873, + 0.08321370929479599 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.010986079461872578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5021131038665771 + ], + "opposite_logprob_tokens": [ + -0.25211313366889954 + ], + "logprob_reward": -1.5021131038665771, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5021131038665771, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03871572017669678, + 0.045261744409799576, + 0.05092133209109306, + 0.2320297807455063, + 0.03796779736876488, + 0.02182748168706894, + 0.028332863003015518, + 0.3378886282444, + 0.04600198566913605, + 0.1610526442527771 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -1.5021131038665771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043129052966833115 + ], + "opposite_logprob_tokens": [ + -3.1681289672851562 + ], + "logprob_reward": -0.043129052966833115, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043129052966833115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05474013835191727, + 0.06342080980539322, + 0.03962043672800064, + 0.16226312518119812, + 0.015012126415967941, + 0.04195897653698921, + 0.0453559048473835, + 0.13309040665626526, + 0.07567383348941803, + 0.3688642382621765 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.043129052966833115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635815367102623 + ], + "opposite_logprob_tokens": [ + -3.651358127593994 + ], + "logprob_reward": -0.02635815367102623, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635815367102623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.066527359187603, + 0.10924062877893448, + 0.03955290839076042, + 0.10568653047084808, + 0.021437259390950203, + 0.0731491893529892, + 0.059542007744312286, + 0.16245241463184357, + 0.06609413772821426, + 0.2963176369667053 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.02635815367102623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607106626033783 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.01607106626033783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607106626033783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11157362163066864, + 0.15627984702587128, + 0.046091627329587936, + 0.10176405310630798, + 0.021111924201250076, + 0.023338718339800835, + 0.036455072462558746, + 0.18222782015800476, + 0.07848988473415375, + 0.24266743659973145 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.01607106626033783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a thin, transparent piece of plastic film, held perfectly still by an invisible static charge against the vast, smooth surface of a large office window. An imperfect rectangle with a slightly curled corner, the film catches the intense sunlight, revealing a subtle, iridescent glow across its surface and highlighting a few tiny dust particles clinging to it. Bright, golden afternoon sunlight streams directly through the clean glass, bringing the plastic film into focus with a bright, warm lens flare. Through the window, the deep blue of a clear afternoon sky and the blurred architectural forms of distant city buildings are visible, all slightly distorted by the glass. Blurred, ghostly reflections of the empty office corridor—the edges of empty desks and the geometric pattern of the ceiling—superimposed on the view outside enhance the quiet loneliness. The film appears to float weightlessly, its edge casting a thin, sharp shadow on the glass, testament to the unseen force holding it in place. The entire scene is bathed in warm, high-contrast light, creating a tranquil and contemplative atmosphere that transforms mundane details into moments of serene, minimalist beauty.", + "seed": 3132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_5502_seed_3132_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1395619148388505, + "vlm_logprob": -0.1395619148388505, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1395619148388505, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009386220015585423 + ], + "opposite_logprob_tokens": [ + -4.88438606262207 + ], + "logprob_reward": -0.009386220015585423, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009386220015585423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15895651280879974, + 0.11075126379728317, + 0.11586949229240417, + 0.10501307994127274, + 0.12466246634721756, + 0.05131004378199577, + 0.03877032920718193, + 0.06913989782333374, + 0.17601235210895538, + 0.049514513462781906 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.009386220015585423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762277245521545 + ], + "opposite_logprob_tokens": [ + -0.8262277245521545 + ], + "logprob_reward": -0.5762277245521545, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762277245521545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06437701731920242, + 0.051316577941179276, + 0.06787765026092529, + 0.06048749014735222, + 0.10019270330667496, + 0.09611817449331284, + 0.04570379853248596, + 0.12157755345106125, + 0.1419542282819748, + 0.250394731760025 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.5762277245521545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868452623486519 + ], + "opposite_logprob_tokens": [ + -3.048684597015381 + ], + "logprob_reward": -0.04868452623486519, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868452623486519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36216869950294495, + 0.12532339990139008, + 0.05801542475819588, + 0.08307977765798569, + 0.05050879716873169, + 0.03386545553803444, + 0.03132929652929306, + 0.05320088192820549, + 0.06265538930892944, + 0.13985292613506317 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.04868452623486519 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809776693582535 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809776693582535, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809776693582535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10835646837949753, + 0.061256762593984604, + 0.05134392902255058, + 0.0794285386800766, + 0.09373190999031067, + 0.07624299079179764, + 0.04084837809205055, + 0.06371795386075974, + 0.24519804120063782, + 0.17987500131130219 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.029809776693582535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701326698064804 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701326698064804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701326698064804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1153402104973793, + 0.10428625345230103, + 0.03559426963329315, + 0.22314687073230743, + 0.05928150191903114, + 0.0395590104162693, + 0.019962679594755173, + 0.059824924916028976, + 0.12333962321281433, + 0.2196645438671112 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.033701326698064804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up captures a thin, transparent piece of plastic film, held perfectly still by an invisible static charge against the vast, smooth surface of a large office window. An imperfect rectangle with a slightly curled corner, the film catches the intense sunlight, revealing a subtle, iridescent glow across its surface and highlighting a few tiny dust particles clinging to it. Bright, golden afternoon sunlight streams directly through the clean glass, bringing the plastic film into focus with a bright, warm lens flare. Through the window, the deep blue of a clear afternoon sky and the blurred architectural forms of distant city buildings are visible, all slightly distorted by the glass. Blurred, ghostly reflections of the empty office corridor—the edges of empty desks and the geometric pattern of the ceiling—superimposed on the view outside enhance the quiet loneliness. The film appears to float weightlessly, its edge casting a thin, sharp shadow on the glass, testament to the unseen force holding it in place. The entire scene is bathed in warm, high-contrast light, creating a tranquil and contemplative atmosphere that transforms mundane details into moments of serene, minimalist beauty.", + "seed": 3133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_7/index_5502_seed_3133_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0523774204775691, + "vlm_logprob": -0.0523774204775691, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.0523774204775691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024259503930807114 + ], + "opposite_logprob_tokens": [ + -3.774259567260742 + ], + "logprob_reward": -0.024259503930807114, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024259503930807114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23507869243621826, + 0.10110273212194443, + 0.15161873400211334, + 0.09013433009386063, + 0.10837718099355698, + 0.07197034358978271, + 0.050156597048044205, + 0.05952103063464165, + 0.06934921443462372, + 0.06269116699695587 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.024259503930807114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285564422607422 + ], + "opposite_logprob_tokens": [ + -2.017855644226074 + ], + "logprob_reward": -0.14285564422607422, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285564422607422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21579155325889587, + 0.14643101394176483, + 0.13931280374526978, + 0.07084272801876068, + 0.06747516244649887, + 0.04437840357422829, + 0.10116882622241974, + 0.039074450731277466, + 0.10627177357673645, + 0.06925325095653534 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14285564422607422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430726483464241 + ], + "opposite_logprob_tokens": [ + -3.1680727005004883 + ], + "logprob_reward": -0.0430726483464241, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430726483464241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2367459237575531, + 0.1600581705570221, + 0.09011130779981613, + 0.08213677257299423, + 0.1063351184129715, + 0.1106233075261116, + 0.04911357909440994, + 0.04052465781569481, + 0.05598779395222664, + 0.06836335361003876 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0430726483464241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063629418611526 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.043063629418611526, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063629418611526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28951749205589294, + 0.15338945388793945, + 0.0792086198925972, + 0.09715629369020462, + 0.08166354149580002, + 0.04770952835679054, + 0.034593090415000916, + 0.10219503194093704, + 0.02911595068871975, + 0.08545102924108505 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.043063629418611526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thin, transparent piece of plastic film visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the plastic film held perfectly still against a large office window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature bright, golden afternoon sunlight streaming through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred architectural forms of distant city buildings visible through the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ghostly reflections of an empty office corridor superimposed on the view outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635676465928555 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635676465928555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635676465928555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3837426006793976, + 0.0706106647849083, + 0.0692794993519783, + 0.17470888793468475, + 0.07633185386657715, + 0.07767615467309952, + 0.03616930916905403, + 0.04217281565070152, + 0.03305518627166748, + 0.03625300154089928 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.008635676465928555 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_tensor([3724, 3724])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_tensor([3724, 3724])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..00556c05fa43f54035612883ec1db3cd096d61ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_tensor([3724, 3724])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot with a shaky handheld perspective, this wide-angle shot emulates the unsteady gaze of a breathless onlooker observing a magnificent, multi-story mansion violently engulfed in flames beneath a turbulent night sky. The entire scene is rendered in the dramatic, swirling style of a Van Gogh painting, with thick, impassive brushstrokes visible on every surface. Blazing flames, composed of vibrant smears of cadmium yellow, fiery orange, and crimson, burst from arched windows and greedily lick at the stone walls, their light casting a frantic, flickering glow. Above, the turbulent night sky churns deep, anxious blues and violets, while clouds and billowing smoke swirl together in a thick, textured vortex of paint, reflecting the chaos below. The mansion's silhouette begins to bend and twist under the intense heat, its architectural details fused into the fiery spectacle, sparks and embers rendered as bright, fleeting brushstrokes that drift on the wind. The camera's constant, shaky movement heightens the overwhelming sense of panic and awe, completely immersing the viewer in the terrifying yet beautiful spectacle of destruction.", + "seed": 29831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_3724_seed_29831_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31393611822277306, + "vlm_logprob": -0.31393611822277306, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.31393611822277306, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030704956501722336 + ], + "opposite_logprob_tokens": [ + -3.530704975128174 + ], + "logprob_reward": -0.030704956501722336, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030704956501722336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11646947264671326, + 0.1347418576478958, + 0.04688454419374466, + 0.06514623016119003, + 0.03772401437163353, + 0.10789264738559723, + 0.16395510733127594, + 0.05976680666208267, + 0.10750962793827057, + 0.15990965068340302 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.030704956501722336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207405038177967 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207405038177967, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207405038177967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08083128184080124, + 0.07316160202026367, + 0.11850696057081223, + 0.09389615058898926, + 0.042610689997673035, + 0.13526904582977295, + 0.10900942981243134, + 0.16352811455726624, + 0.08100385218858719, + 0.10218287259340286 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.014207405038177967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154060423374176 + ], + "opposite_logprob_tokens": [ + -1.7015405893325806 + ], + "logprob_reward": -0.20154060423374176, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154060423374176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08643119782209396, + 0.17934833467006683, + 0.0469408817589283, + 0.055752694606781006, + 0.10866281390190125, + 0.07142553478479385, + 0.07568800449371338, + 0.23989197611808777, + 0.034646280109882355, + 0.10121230781078339 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.20154060423374176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07047970592975616, + 0.25047892332077026, + 0.17697161436080933, + 0.0811300203204155, + 0.11899101734161377, + 0.12024518102407455, + 0.07520706951618195, + 0.04100744426250458, + 0.03530490770936012, + 0.03018416464328766 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.009775977581739426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134516477584839 + ], + "opposite_logprob_tokens": [ + -0.3134516179561615 + ], + "logprob_reward": -1.3134516477584839, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134516477584839, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07038408517837524, + 0.19184081256389618, + 0.0959358960390091, + 0.09808884561061859, + 0.052273426204919815, + 0.07763858884572983, + 0.04903634265065193, + 0.23812904953956604, + 0.05581235885620117, + 0.07086063921451569 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -1.3134516477584839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot with a shaky handheld perspective, this wide-angle shot emulates the unsteady gaze of a breathless onlooker observing a magnificent, multi-story mansion violently engulfed in flames beneath a turbulent night sky. The entire scene is rendered in the dramatic, swirling style of a Van Gogh painting, with thick, impassive brushstrokes visible on every surface. Blazing flames, composed of vibrant smears of cadmium yellow, fiery orange, and crimson, burst from arched windows and greedily lick at the stone walls, their light casting a frantic, flickering glow. Above, the turbulent night sky churns deep, anxious blues and violets, while clouds and billowing smoke swirl together in a thick, textured vortex of paint, reflecting the chaos below. The mansion's silhouette begins to bend and twist under the intense heat, its architectural details fused into the fiery spectacle, sparks and embers rendered as bright, fleeting brushstrokes that drift on the wind. The camera's constant, shaky movement heightens the overwhelming sense of panic and awe, completely immersing the viewer in the terrifying yet beautiful spectacle of destruction.", + "seed": 29832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_3724_seed_29832_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4572991330176592, + "vlm_logprob": -0.4572991330176592, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.4572991330176592, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02682805061340332 + ], + "opposite_logprob_tokens": [ + -3.6518280506134033 + ], + "logprob_reward": -0.02682805061340332, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02682805061340332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19841721653938293, + 0.07150621712207794, + 0.08790934830904007, + 0.07973921298980713, + 0.12175729870796204, + 0.07046375423669815, + 0.27267691493034363, + 0.021325023844838142, + 0.018168246373534203, + 0.05803680047392845 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.02682805061340332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650331757962704 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650331757962704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650331757962704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1771460771560669, + 0.11651289463043213, + 0.12061996757984161, + 0.13021191954612732, + 0.122779980301857, + 0.07094132155179977, + 0.11474210768938065, + 0.06358465552330017, + 0.03928280621767044, + 0.044178273528814316 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.008650331757962704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290519684553146 + ], + "opposite_logprob_tokens": [ + -2.237905263900757 + ], + "logprob_reward": -0.11290519684553146, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290519684553146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18336792290210724, + 0.11004778742790222, + 0.10308647155761719, + 0.08095202594995499, + 0.08428781479597092, + 0.05378630757331848, + 0.19133006036281586, + 0.06853123009204865, + 0.06064005196094513, + 0.06397034972906113 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.11290519684553146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1218368411064148, + 0.18315072357654572, + 0.09173534065485, + 0.2119215577840805, + 0.14036090672016144, + 0.10287202149629593, + 0.06143365800380707, + 0.02754863351583481, + 0.029949072748422623, + 0.029191169887781143 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.011069553904235363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127042531967163 + ], + "opposite_logprob_tokens": [ + -0.12704259157180786 + ], + "logprob_reward": -2.127042531967163, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127042531967163, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14198166131973267, + 0.09736267477273941, + 0.06684491783380508, + 0.09228815883398056, + 0.04524127021431923, + 0.13238008320331573, + 0.15128083527088165, + 0.13020671904087067, + 0.11642137169837952, + 0.025992238894104958 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -2.127042531967163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot with a shaky handheld perspective, this wide-angle shot emulates the unsteady gaze of a breathless onlooker observing a magnificent, multi-story mansion violently engulfed in flames beneath a turbulent night sky. The entire scene is rendered in the dramatic, swirling style of a Van Gogh painting, with thick, impassive brushstrokes visible on every surface. Blazing flames, composed of vibrant smears of cadmium yellow, fiery orange, and crimson, burst from arched windows and greedily lick at the stone walls, their light casting a frantic, flickering glow. Above, the turbulent night sky churns deep, anxious blues and violets, while clouds and billowing smoke swirl together in a thick, textured vortex of paint, reflecting the chaos below. The mansion's silhouette begins to bend and twist under the intense heat, its architectural details fused into the fiery spectacle, sparks and embers rendered as bright, fleeting brushstrokes that drift on the wind. The camera's constant, shaky movement heightens the overwhelming sense of panic and awe, completely immersing the viewer in the terrifying yet beautiful spectacle of destruction.", + "seed": 29833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_3724_seed_29833_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3253699792549014, + "vlm_logprob": -0.3253699792549014, + "vlm_yes_no_margin": 2.499999976158142, + "vlm_token_credit": -0.3253699792549014, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07115299254655838 + ], + "opposite_logprob_tokens": [ + -2.696152925491333 + ], + "logprob_reward": -0.07115299254655838, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07115299254655838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22332178056240082, + 0.03134581819176674, + 0.05519069731235504, + 0.4863813817501068, + 0.03555532544851303, + 0.015015769749879837, + 0.011193031445145607, + 0.008239674381911755, + 0.07667043805122375, + 0.057086069136857986 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.07115299254655838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556425295770168 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556425295770168, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556425295770168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315208226442337, + 0.1291390061378479, + 0.18674388527870178, + 0.2268875688314438, + 0.07628543674945831, + 0.11969014257192612, + 0.016320064663887024, + 0.03723905608057976, + 0.030823158100247383, + 0.0453508086502552 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.012556425295770168 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270352452993393 + ], + "opposite_logprob_tokens": [ + -2.127035140991211 + ], + "logprob_reward": -0.1270352452993393, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270352452993393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21448500454425812, + 0.027868323028087616, + 0.05114605650305748, + 0.6311140060424805, + 0.012977493926882744, + 0.01495817769318819, + 0.007383460178971291, + 0.008313987404108047, + 0.01790485344827175, + 0.01384875550866127 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.1270352452993393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777866303920746 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777866303920746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777866303920746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08585473895072937, + 0.08603136986494064, + 0.028950510546565056, + 0.5418757200241089, + 0.10098229348659515, + 0.06547707319259644, + 0.047863464802503586, + 0.015246068127453327, + 0.015818992629647255, + 0.01189980935305357 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.009777866303920746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063273668289185 + ], + "opposite_logprob_tokens": [ + -0.28132736682891846 + ], + "logprob_reward": -1.4063273668289185, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063273668289185, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3463013768196106, + 0.046344343572854996, + 0.23434117436408997, + 0.03700724616646767, + 0.09218587726354599, + 0.04106169193983078, + 0.04576527327299118, + 0.03415253385901451, + 0.020500633865594864, + 0.10233987122774124 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -1.4063273668289185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot with a shaky handheld perspective, this wide-angle shot emulates the unsteady gaze of a breathless onlooker observing a magnificent, multi-story mansion violently engulfed in flames beneath a turbulent night sky. The entire scene is rendered in the dramatic, swirling style of a Van Gogh painting, with thick, impassive brushstrokes visible on every surface. Blazing flames, composed of vibrant smears of cadmium yellow, fiery orange, and crimson, burst from arched windows and greedily lick at the stone walls, their light casting a frantic, flickering glow. Above, the turbulent night sky churns deep, anxious blues and violets, while clouds and billowing smoke swirl together in a thick, textured vortex of paint, reflecting the chaos below. The mansion's silhouette begins to bend and twist under the intense heat, its architectural details fused into the fiery spectacle, sparks and embers rendered as bright, fleeting brushstrokes that drift on the wind. The camera's constant, shaky movement heightens the overwhelming sense of panic and awe, completely immersing the viewer in the terrifying yet beautiful spectacle of destruction.", + "seed": 29834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_8/index_3724_seed_29834_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4013213038444519, + "vlm_logprob": -0.4013213038444519, + "vlm_yes_no_margin": 2.474999988079071, + "vlm_token_credit": -0.4013213038444519, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08062567561864853 + ], + "opposite_logprob_tokens": [ + -2.5806257724761963 + ], + "logprob_reward": -0.08062567561864853, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08062567561864853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2754534184932709, + 0.07984217256307602, + 0.02470942959189415, + 0.055395156145095825, + 0.1699349731206894, + 0.06665289402008057, + 0.08394565433263779, + 0.03812366724014282, + 0.03720494359731674, + 0.1687377542257309 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.08062567561864853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749332416802645 + ], + "opposite_logprob_tokens": [ + -5.006749153137207 + ], + "logprob_reward": -0.006749332416802645, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749332416802645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15159958600997925, + 0.02755483239889145, + 0.04730156436562538, + 0.35137301683425903, + 0.13858352601528168, + 0.032617516815662384, + 0.0367245152592659, + 0.11423283070325851, + 0.06098852679133415, + 0.03902413696050644 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.006749332416802645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313416063785553 + ], + "opposite_logprob_tokens": [ + -1.3134160041809082 + ], + "logprob_reward": -0.313416063785553, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.313416063785553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07495299726724625, + 0.06911224871873856, + 0.0395425483584404, + 0.16006377339363098, + 0.30158841609954834, + 0.06415563076734543, + 0.044781725853681564, + 0.059711769223213196, + 0.08524901419878006, + 0.10084184259176254 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.313416063785553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247391294687986 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247391294687986, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247391294687986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09054359048604965, + 0.05554724857211113, + 0.07409414649009705, + 0.0747852474451065, + 0.1450212001800537, + 0.10133067518472672, + 0.028627928346395493, + 0.23721832036972046, + 0.04421670734882355, + 0.14861498773097992 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.005247391294687986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a multi-story mansion engulfed in flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames rendered with vibrant smears of cadmium yellow, fiery orange, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style that of a Van Gogh painting with thick, impassive brushstrokes visible on every surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky turbulent with deep blues and violets, clouds, and billowing smoke swirling in a thick vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld, moving constantly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005680561065674 + ], + "opposite_logprob_tokens": [ + -0.22556808590888977 + ], + "logprob_reward": -1.6005680561065674, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005680561065674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07213957607746124, + 0.031160416081547737, + 0.023385584354400635, + 0.35105299949645996, + 0.08127665519714355, + 0.034617163240909576, + 0.05275806784629822, + 0.03393897786736488, + 0.2173958122730255, + 0.10227474570274353 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -1.6005680561065674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_tensor([2003, 2003])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_tensor([2003, 2003])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d0859ac012b783f72e11ebff6d94309ce45a2cea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_tensor([2003, 2003])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, taken from above and tilted slightly to the right, traces a string of loose pearls across a deep black velvet surface. The pearls are creamy white and almost perfectly spherical, radiating a soft, milky sheen as a single, gentle light source from outside the camera kisses their surface, creating delicate, mirror-like highlights. The string of beads rolls with a deliberate, yet unhurried grace, each pearl gently pressing into the plush, non-reflective fabric, leaving faint, temporary marks in the soft pile that perfectly embodies the sensation of sliding across a rich texture. The striking contrast between the luminous pearls and the light-absorbing velvet, combined with the hypnotic, steady movement, creates an atmosphere of profound tranquility, elegance, and serene luxury.", + "seed": 10742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_2003_seed_10742_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06095870500430465, + "vlm_logprob": -0.06095870500430465, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06095870500430465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05663412809371948 + ], + "opposite_logprob_tokens": [ + -2.9316341876983643 + ], + "logprob_reward": -0.05663412809371948, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05663412809371948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.168797567486763, + 0.1738627851009369, + 0.047083575278520584, + 0.21160158514976501, + 0.04323922097682953, + 0.05930246040225029, + 0.19189220666885376, + 0.041443176567554474, + 0.042452894151210785, + 0.02032451331615448 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.05663412809371948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007663848344236612 + ], + "opposite_logprob_tokens": [ + -4.882663726806641 + ], + "logprob_reward": -0.007663848344236612, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007663848344236612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04186282679438591, + 0.03625316917896271, + 0.033996596932411194, + 0.5270925164222717, + 0.021890563890337944, + 0.03586561605334282, + 0.08977384865283966, + 0.14923948049545288, + 0.03370856121182442, + 0.030316824093461037 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.007663848344236612 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358619332313538 + ], + "opposite_logprob_tokens": [ + -3.6513586044311523 + ], + "logprob_reward": -0.026358619332313538, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358619332313538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07215755432844162, + 0.1240864172577858, + 0.08765743672847748, + 0.17767134308815002, + 0.04698620364069939, + 0.15660999715328217, + 0.07872051000595093, + 0.1004902720451355, + 0.05872497707605362, + 0.0968952625989914 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.026358619332313538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551010586321354 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012551010586321354, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551010586321354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09699754416942596, + 0.09267981350421906, + 0.08137651532888412, + 0.04353766143321991, + 0.06397508829832077, + 0.13695894181728363, + 0.088263601064682, + 0.17532195150852203, + 0.12650689482688904, + 0.09438205510377884 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.012551010586321354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158591866493225 + ], + "opposite_logprob_tokens": [ + -1.7015858888626099 + ], + "logprob_reward": -0.20158591866493225, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158591866493225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10730009526014328, + 0.07860580086708069, + 0.07189106196165085, + 0.30184420943260193, + 0.10296973586082458, + 0.0461021289229393, + 0.04535485804080963, + 0.10986704379320145, + 0.06459534913301468, + 0.07146967947483063 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.20158591866493225 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, taken from above and tilted slightly to the right, traces a string of loose pearls across a deep black velvet surface. The pearls are creamy white and almost perfectly spherical, radiating a soft, milky sheen as a single, gentle light source from outside the camera kisses their surface, creating delicate, mirror-like highlights. The string of beads rolls with a deliberate, yet unhurried grace, each pearl gently pressing into the plush, non-reflective fabric, leaving faint, temporary marks in the soft pile that perfectly embodies the sensation of sliding across a rich texture. The striking contrast between the luminous pearls and the light-absorbing velvet, combined with the hypnotic, steady movement, creates an atmosphere of profound tranquility, elegance, and serene luxury.", + "seed": 10743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_2003_seed_10743_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.056736197974532845, + "vlm_logprob": -0.056736197974532845, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.056736197974532845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07170572876930237 + ], + "opposite_logprob_tokens": [ + -2.6967058181762695 + ], + "logprob_reward": -0.07170572876930237, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07170572876930237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03597887605428696, + 0.26627692580223083, + 0.019419409334659576, + 0.10403475165367126, + 0.17049863934516907, + 0.06755948811769485, + 0.0059746550396084785, + 0.011227363720536232, + 0.3107605576515198, + 0.008269298821687698 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.07170572876930237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006779407616704702 + ], + "opposite_logprob_tokens": [ + -5.006779193878174 + ], + "logprob_reward": -0.006779407616704702, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006779407616704702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04762885347008705, + 0.4457434117794037, + 0.025093555450439453, + 0.048600997775793076, + 0.024554578587412834, + 0.035795047879219055, + 0.021939052268862724, + 0.014962764456868172, + 0.29153501987457275, + 0.04414668679237366 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.006779407616704702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420881599187851 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.01420881599187851, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420881599187851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03038400039076805, + 0.38670283555984497, + 0.1286792904138565, + 0.038944825530052185, + 0.019260160624980927, + 0.013678339309990406, + 0.007460415828973055, + 0.020535284653306007, + 0.3307936191558838, + 0.02356123737990856 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.01420881599187851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089714244008064 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089714244008064, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089714244008064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07459716498851776, + 0.1682579517364502, + 0.03925824165344238, + 0.06030169501900673, + 0.09480021893978119, + 0.014954793266952038, + 0.02404375746846199, + 0.02710629813373089, + 0.47223085165023804, + 0.02444903738796711 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.011089714244008064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989732325077057 + ], + "opposite_logprob_tokens": [ + -1.8048973083496094 + ], + "logprob_reward": -0.17989732325077057, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989732325077057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047913793474435806, + 0.21628724038600922, + 0.046800121665000916, + 0.1476258784532547, + 0.16474121809005737, + 0.023852907121181488, + 0.03203163668513298, + 0.06464426964521408, + 0.2105810046195984, + 0.04552185907959938 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.17989732325077057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, taken from above and tilted slightly to the right, traces a string of loose pearls across a deep black velvet surface. The pearls are creamy white and almost perfectly spherical, radiating a soft, milky sheen as a single, gentle light source from outside the camera kisses their surface, creating delicate, mirror-like highlights. The string of beads rolls with a deliberate, yet unhurried grace, each pearl gently pressing into the plush, non-reflective fabric, leaving faint, temporary marks in the soft pile that perfectly embodies the sensation of sliding across a rich texture. The striking contrast between the luminous pearls and the light-absorbing velvet, combined with the hypnotic, steady movement, creates an atmosphere of profound tranquility, elegance, and serene luxury.", + "seed": 10744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_2003_seed_10744_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05631195083260536, + "vlm_logprob": -0.05631195083260536, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05631195083260536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07169885188341141 + ], + "opposite_logprob_tokens": [ + -2.6966989040374756 + ], + "logprob_reward": -0.07169885188341141, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07169885188341141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07912729680538177, + 0.10159941762685776, + 0.08216940611600876, + 0.07716302573680878, + 0.06457984447479248, + 0.16823607683181763, + 0.06230413168668747, + 0.15565472841262817, + 0.19620241224765778, + 0.012963692657649517 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.07169885188341141 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004675053060054779 + ], + "opposite_logprob_tokens": [ + -5.379674911499023 + ], + "logprob_reward": -0.004675053060054779, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004675053060054779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07291292399168015, + 0.16336990892887115, + 0.038231026381254196, + 0.04011577367782593, + 0.012700858525931835, + 0.04486393183469772, + 0.03095749020576477, + 0.25439250469207764, + 0.2561691999435425, + 0.08628634363412857 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.004675053060054779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372656926512718 + ], + "opposite_logprob_tokens": [ + -3.408726453781128 + ], + "logprob_reward": -0.03372656926512718, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372656926512718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03206401690840721, + 0.12222920358181, + 0.02459122985601425, + 0.056955333799123764, + 0.025873886421322823, + 0.03648529574275017, + 0.01475534774363041, + 0.020781276747584343, + 0.5855776071548462, + 0.08068691194057465 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.03372656926512718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089242994785309 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089242994785309, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089242994785309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11211410909891129, + 0.409147173166275, + 0.028464749455451965, + 0.05172436311841011, + 0.020328227430582047, + 0.04452258348464966, + 0.03439270704984665, + 0.07309341430664062, + 0.17758168280124664, + 0.04863104596734047 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.011089242994785309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037003695964813 + ], + "opposite_logprob_tokens": [ + -1.9103699922561646 + ], + "logprob_reward": -0.16037003695964813, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037003695964813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335531622171402, + 0.1335892230272293, + 0.09194514900445938, + 0.07318747788667679, + 0.0292255450040102, + 0.060666002333164215, + 0.05760687217116356, + 0.12633492052555084, + 0.2668849527835846, + 0.0270067248493433 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.16037003695964813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, taken from above and tilted slightly to the right, traces a string of loose pearls across a deep black velvet surface. The pearls are creamy white and almost perfectly spherical, radiating a soft, milky sheen as a single, gentle light source from outside the camera kisses their surface, creating delicate, mirror-like highlights. The string of beads rolls with a deliberate, yet unhurried grace, each pearl gently pressing into the plush, non-reflective fabric, leaving faint, temporary marks in the soft pile that perfectly embodies the sensation of sliding across a rich texture. The striking contrast between the luminous pearls and the light-absorbing velvet, combined with the hypnotic, steady movement, creates an atmosphere of profound tranquility, elegance, and serene luxury.", + "seed": 10745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000074/group_9/index_2003_seed_10745_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09716470800340175, + "vlm_logprob": -0.09716470800340175, + "vlm_yes_no_margin": 2.5999999761581423, + "vlm_token_credit": -0.09716470800340175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06320216506719589 + ], + "opposite_logprob_tokens": [ + -2.813202142715454 + ], + "logprob_reward": -0.06320216506719589, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06320216506719589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15024393796920776, + 0.20499151945114136, + 0.06593050807714462, + 0.02728869765996933, + 0.07187280803918839, + 0.1051018089056015, + 0.044382721185684204, + 0.03167390078306198, + 0.2445565164089203, + 0.05395754426717758 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.06320216506719589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211886554956436 + ], + "opposite_logprob_tokens": [ + -2.8121187686920166 + ], + "logprob_reward": -0.06211886554956436, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211886554956436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3716889023780823, + 0.1775682121515274, + 0.05112640559673309, + 0.050732363015413284, + 0.07157488912343979, + 0.11133372038602829, + 0.0367606021463871, + 0.013668629340827465, + 0.09745802730321884, + 0.018088269978761673 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.06211886554956436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016179859638214 + ], + "opposite_logprob_tokens": [ + -1.701617956161499 + ], + "logprob_reward": -0.2016179859638214, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016179859638214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33823251724243164, + 0.20797647535800934, + 0.01724921725690365, + 0.025561045855283737, + 0.2270359843969345, + 0.06770452111959457, + 0.02017398737370968, + 0.009610536508262157, + 0.06370241940021515, + 0.022753247991204262 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.2016179859638214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608221046626568 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608221046626568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608221046626568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20762422680854797, + 0.2630325257778168, + 0.02538892813026905, + 0.04726611077785492, + 0.15659736096858978, + 0.07945618778467178, + 0.04687519744038582, + 0.024792984127998352, + 0.05072690173983574, + 0.09823957830667496 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.01608221046626568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a string of loose pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the pearls creamy white, almost perfectly spherical, and radiating a soft milky sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep black velvet surface that is plush and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a single gentle light source from outside the camera create mirror-like highlights on the pearls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle taken from above and tilted slightly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280231297016144 + ], + "opposite_logprob_tokens": [ + -2.0178022384643555 + ], + "logprob_reward": -0.14280231297016144, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14280231297016144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4369477331638336, + 0.0628303587436676, + 0.05680820718407631, + 0.0637705996632576, + 0.12075801938772202, + 0.050899095833301544, + 0.0794958770275116, + 0.03136223554611206, + 0.0363839752972126, + 0.060743894428014755 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.14280231297016144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_tensor([9416, 9416])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_tensor([9416, 9416])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc04156254eafb62cfb0616423da1e01b1fb214 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_tensor([9416, 9416])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly low-angle, static medium shot captures a solitary, compact shrub nestled in the heart of a tranquil, rolling meadow. The entire scene is bathed in an ethereal, warm, and soft glow of golden light. The low-hanging sun casts long, soft shadows, creating a brilliant golden rim of light around the subject. In a breathtaking, timeless movement, the shrub springs to life; its woody, gnarled branches rapidly and organically stretch outward and upward, unfurling like awakening limbs. Simultaneously, from these extended branches, countless new shoots sprout, their tightly curled leaf buds explosively unfurling. The new leaves, a vibrant, almost translucent spring green, transform from a crinkled state to fully textured forms in a fluid, continuous wave of growth. Warm light filters through the newly formed crown, causing the leaves to glow from within and highlighting the delicate, downy texture on the young stems. The background remains a soft-focus tapestry of golden grass, creating an atmosphere of pure, tranquil, and powerful natural magic.", + "seed": 10361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_9416_seed_10361_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01860218234360218, + "vlm_logprob": -0.01860218234360218, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01860218234360218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021646898239850998 + ], + "opposite_logprob_tokens": [ + -3.8966469764709473 + ], + "logprob_reward": -0.021646898239850998, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021646898239850998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21046636998653412, + 0.10632797330617905, + 0.19831569492816925, + 0.0990072563290596, + 0.07333873957395554, + 0.034348014742136, + 0.048236120492219925, + 0.07264196127653122, + 0.08577688038349152, + 0.07154103368520737 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.021646898239850998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498543754220009 + ], + "opposite_logprob_tokens": [ + -2.929985523223877 + ], + "logprob_reward": -0.05498543754220009, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498543754220009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09769944101572037, + 0.2017775923013687, + 0.21814210712909698, + 0.0496622696518898, + 0.053904399275779724, + 0.04760363698005676, + 0.03132617101073265, + 0.1153540313243866, + 0.15764164924621582, + 0.026888679713010788 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.05498543754220009 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024903970770537853 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024903970770537853, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024903970770537853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12847977876663208, + 0.11467072367668152, + 0.18456418812274933, + 0.053877655416727066, + 0.06649667024612427, + 0.05638416111469269, + 0.05142234265804291, + 0.12739792466163635, + 0.19070905447006226, + 0.025997456163167953 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0024903970770537853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256047938019037 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256047938019037, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256047938019037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29063084721565247, + 0.2116040140390396, + 0.09807781875133514, + 0.08245158195495605, + 0.05546855181455612, + 0.03875655308365822, + 0.019737014546990395, + 0.09888771921396255, + 0.08596925437450409, + 0.018416590988636017 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005256047938019037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632130920886993 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632130920886993, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632130920886993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2289336770772934, + 0.1865283101797104, + 0.08167379349470139, + 0.09134580194950104, + 0.13049086928367615, + 0.046879079192876816, + 0.053389761596918106, + 0.08241142332553864, + 0.08097344636917114, + 0.017373858019709587 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008632130920886993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, static medium shot captures a solitary, compact shrub nestled in the heart of a tranquil, rolling meadow. The entire scene is bathed in an ethereal, warm, and soft glow of golden light. The low-hanging sun casts long, soft shadows, creating a brilliant golden rim of light around the subject. In a breathtaking, timeless movement, the shrub springs to life; its woody, gnarled branches rapidly and organically stretch outward and upward, unfurling like awakening limbs. Simultaneously, from these extended branches, countless new shoots sprout, their tightly curled leaf buds explosively unfurling. The new leaves, a vibrant, almost translucent spring green, transform from a crinkled state to fully textured forms in a fluid, continuous wave of growth. Warm light filters through the newly formed crown, causing the leaves to glow from within and highlighting the delicate, downy texture on the young stems. The background remains a soft-focus tapestry of golden grass, creating an atmosphere of pure, tranquil, and powerful natural magic.", + "seed": 10362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_9416_seed_10362_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04547387268394232, + "vlm_logprob": -0.04547387268394232, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.04547387268394232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18038515746593475 + ], + "opposite_logprob_tokens": [ + -1.8053851127624512 + ], + "logprob_reward": -0.18038515746593475, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18038515746593475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15449729561805725, + 0.06785811483860016, + 0.18025073409080505, + 0.09132065623998642, + 0.07250767201185226, + 0.03871751204133034, + 0.05494851991534233, + 0.12041168659925461, + 0.10442893952131271, + 0.11505884677171707 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.18038515746593475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332301251590252 + ], + "opposite_logprob_tokens": [ + -3.7733230590820312 + ], + "logprob_reward": -0.02332301251590252, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332301251590252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23650354146957397, + 0.08872013539075851, + 0.11768931895494461, + 0.07506641000509262, + 0.06691359728574753, + 0.036183614283800125, + 0.042603619396686554, + 0.1285257339477539, + 0.09667874872684479, + 0.11111531406641006 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.02332301251590252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024883756414055824 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024883756414055824, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024883756414055824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21262383460998535, + 0.042728908360004425, + 0.3069593012332916, + 0.0592203289270401, + 0.038595639169216156, + 0.0399722158908844, + 0.04073905944824219, + 0.07598661631345749, + 0.030970966443419456, + 0.15220315754413605 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0024883756414055824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641231805086136 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641231805086136, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641231805086136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11970695853233337, + 0.07737118750810623, + 0.40492764115333557, + 0.07540477067232132, + 0.039289023727178574, + 0.03295508399605751, + 0.029315074905753136, + 0.038067836314439774, + 0.05979923531413078, + 0.12316316366195679 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.008641231805086136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531585991382599 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531585991382599, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531585991382599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13822725415229797, + 0.07654853910207748, + 0.36585795879364014, + 0.0751253217458725, + 0.02783353626728058, + 0.023780692368745804, + 0.07182823121547699, + 0.0570932999253273, + 0.0724271908402443, + 0.09127803146839142 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.012531585991382599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, static medium shot captures a solitary, compact shrub nestled in the heart of a tranquil, rolling meadow. The entire scene is bathed in an ethereal, warm, and soft glow of golden light. The low-hanging sun casts long, soft shadows, creating a brilliant golden rim of light around the subject. In a breathtaking, timeless movement, the shrub springs to life; its woody, gnarled branches rapidly and organically stretch outward and upward, unfurling like awakening limbs. Simultaneously, from these extended branches, countless new shoots sprout, their tightly curled leaf buds explosively unfurling. The new leaves, a vibrant, almost translucent spring green, transform from a crinkled state to fully textured forms in a fluid, continuous wave of growth. Warm light filters through the newly formed crown, causing the leaves to glow from within and highlighting the delicate, downy texture on the young stems. The background remains a soft-focus tapestry of golden grass, creating an atmosphere of pure, tranquil, and powerful natural magic.", + "seed": 10363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_9416_seed_10363_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031177716376259924, + "vlm_logprob": -0.031177716376259924, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.031177716376259924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06286761164665222 + ], + "opposite_logprob_tokens": [ + -2.8128676414489746 + ], + "logprob_reward": -0.06286761164665222, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06286761164665222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1395106017589569, + 0.12216489017009735, + 0.10013724118471146, + 0.0825122594833374, + 0.10190009325742722, + 0.1392705887556076, + 0.052447982132434845, + 0.04026611149311066, + 0.07476960122585297, + 0.14702069759368896 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.06286761164665222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085703015327454 + ], + "opposite_logprob_tokens": [ + -2.8120856285095215 + ], + "logprob_reward": -0.062085703015327454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085703015327454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20963767170906067, + 0.10353803634643555, + 0.12943676114082336, + 0.06880125403404236, + 0.04922342672944069, + 0.2228463590145111, + 0.046008411794900894, + 0.041954636573791504, + 0.03730849176645279, + 0.09124492108821869 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.062085703015327454 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617292968556285 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.003617292968556285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617292968556285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20733368396759033, + 0.13481789827346802, + 0.13109584152698517, + 0.04418144375085831, + 0.062206149101257324, + 0.19911335408687592, + 0.04175550490617752, + 0.038076262921094894, + 0.05108911171555519, + 0.09033072739839554 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003617292968556285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1833244115114212, + 0.11351082473993301, + 0.0734037235379219, + 0.12089109420776367, + 0.08430053293704987, + 0.12580659985542297, + 0.04158714786171913, + 0.033843085169792175, + 0.06122126802802086, + 0.1621113419532776 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577285438776016 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577285438776016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577285438776016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15622375905513763, + 0.14935263991355896, + 0.1263553947210312, + 0.07045777142047882, + 0.057207126170396805, + 0.07276960462331772, + 0.05801781639456749, + 0.03452571481466293, + 0.03237844258546829, + 0.24271173775196075 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.020577285438776016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, static medium shot captures a solitary, compact shrub nestled in the heart of a tranquil, rolling meadow. The entire scene is bathed in an ethereal, warm, and soft glow of golden light. The low-hanging sun casts long, soft shadows, creating a brilliant golden rim of light around the subject. In a breathtaking, timeless movement, the shrub springs to life; its woody, gnarled branches rapidly and organically stretch outward and upward, unfurling like awakening limbs. Simultaneously, from these extended branches, countless new shoots sprout, their tightly curled leaf buds explosively unfurling. The new leaves, a vibrant, almost translucent spring green, transform from a crinkled state to fully textured forms in a fluid, continuous wave of growth. Warm light filters through the newly formed crown, causing the leaves to glow from within and highlighting the delicate, downy texture on the young stems. The background remains a soft-focus tapestry of golden grass, creating an atmosphere of pure, tranquil, and powerful natural magic.", + "seed": 10364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_0/index_9416_seed_10364_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07288664216175675, + "vlm_logprob": -0.07288664216175675, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.07288664216175675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31388744711875916 + ], + "opposite_logprob_tokens": [ + -1.3138874769210815 + ], + "logprob_reward": -0.31388744711875916, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31388744711875916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056846633553504944, + 0.024700624868273735, + 0.03353867307305336, + 0.35570967197418213, + 0.3623422086238861, + 0.037837449461221695, + 0.009400559589266777, + 0.035310935229063034, + 0.05481670796871185, + 0.029496528208255768 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.31388744711875916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060823142528534 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.02060823142528534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060823142528534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10196387767791748, + 0.04697336256504059, + 0.04908730462193489, + 0.13538703322410583, + 0.36021435260772705, + 0.06180131807923317, + 0.010036559775471687, + 0.1042788103222847, + 0.10492542386054993, + 0.025332026183605194 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.02060823142528534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040932451374828815 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.0040932451374828815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040932451374828815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13035428524017334, + 0.03948483243584633, + 0.0556580051779747, + 0.3298227787017822, + 0.10517698526382446, + 0.06406161189079285, + 0.016676057130098343, + 0.06982714682817459, + 0.15946221351623535, + 0.029476122930645943 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0040932451374828815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053387418389320374, + 0.02178262360394001, + 0.018270960077643394, + 0.1500941812992096, + 0.4863111972808838, + 0.047994282096624374, + 0.020820889621973038, + 0.11652804911136627, + 0.04748084768652916, + 0.03732961788773537 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.009785421192646027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary, compact shrub with woody, gnarled branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrub rapidly stretch outward and upward while new shoots and leaf buds sprout from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the new leaves transform from crinkled buds to fully textured forms in a fluid, continuous wave of growth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the new leaves a vibrant, translucent spring green that glow from within due to warm light filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured with a slightly low-angle, static medium shot in a soft-focus meadow with long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058865934610367 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.016058865934610367, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058865934610367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0897991731762886, + 0.03449546918272972, + 0.03817440941929817, + 0.1339528113603592, + 0.2648305892944336, + 0.06363502144813538, + 0.02216457389295101, + 0.22970883548259735, + 0.07680229097604752, + 0.046436820179224014 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.016058865934610367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_tensor([4617, 4617])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_tensor([4617, 4617])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15fe80cda0bc19dc54bff991f35bcad422b3a7ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_tensor([4617, 4617])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, shot from the ground, captures a strangely shaped spacecraft landing on a rugged, rocky landscape shrouded in a thick, milky fog. The craft, an asymmetrical, biomechanical design, is constructed from a dull, carapace-like black metal, its surface covered in intricate etchings that reflect no light in the humid air. With a low mechanical hum and the hiss of steam, a heavy hydraulic ramp on the ship's belly slowly deploys downward, finally making contact with the ground. A strange, cold, cyan light emanates from the depths of the gloomy hatch, dispersing into a hazy halo in the dense fog. A vague, slender figure emerges at the top of the ramp. It struggles to crawl outward, one slender limb tentatively reaching out to grasp the damp ramp's edge. The rest of its body, struggling and laborious, inched its way out of the abysmal darkness within the craft, its unsteady movements suggesting fatigue or pain. The entire picture is dominated by an almost silent silence, full of suspense and awe of unknown creatures, creating a tense and mysterious sci-fi atmosphere.", + "seed": 32330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_4617_seed_32330_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1584316893015057, + "vlm_logprob": -0.1584316893015057, + "vlm_yes_no_margin": 2.674999988079071, + "vlm_token_credit": -0.1584316893015057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3327556252479553 + ], + "opposite_logprob_tokens": [ + -1.3327555656433105 + ], + "logprob_reward": -0.3327556252479553, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3327556252479553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05866014212369919, + 0.67829829454422, + 0.0607355572283268, + 0.01691221073269844, + 0.026256047189235687, + 0.03235587477684021, + 0.021191058680415154, + 0.056480590254068375, + 0.0275388415902853, + 0.02157144621014595 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.3327556252479553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134380280971527 + ], + "opposite_logprob_tokens": [ + -1.313438057899475 + ], + "logprob_reward": -0.3134380280971527, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134380280971527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10899672657251358, + 0.24853384494781494, + 0.07083866745233536, + 0.06759621948003769, + 0.08888860046863556, + 0.059864576905965805, + 0.06948502361774445, + 0.05492496117949486, + 0.07687319815158844, + 0.15399816632270813 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.3134380280971527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814405366778374 + ], + "opposite_logprob_tokens": [ + -3.5298144817352295 + ], + "logprob_reward": -0.029814405366778374, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814405366778374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07819336652755737, + 0.47823864221572876, + 0.027961406856775284, + 0.04645733907818794, + 0.09657374024391174, + 0.09700088948011398, + 0.04262014478445053, + 0.04804931581020355, + 0.04694802314043045, + 0.0379570871591568 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.029814405366778374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295758187770844 + ], + "opposite_logprob_tokens": [ + -2.23795747756958 + ], + "logprob_reward": -0.11295758187770844, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295758187770844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11613800376653671, + 0.2664117217063904, + 0.0861780196428299, + 0.04120920971035957, + 0.12573198974132538, + 0.09350097924470901, + 0.10213621705770493, + 0.06373190879821777, + 0.06944660097360611, + 0.03551535680890083 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.11295758187770844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031928059179335833 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031928059179335833, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031928059179335833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2167588323354721, + 0.22859974205493927, + 0.1174859032034874, + 0.11377910524606705, + 0.06136937439441681, + 0.05558135733008385, + 0.058180246502161026, + 0.04928413778543472, + 0.04191954806447029, + 0.05704176053404808 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0031928059179335833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from the ground, captures a strangely shaped spacecraft landing on a rugged, rocky landscape shrouded in a thick, milky fog. The craft, an asymmetrical, biomechanical design, is constructed from a dull, carapace-like black metal, its surface covered in intricate etchings that reflect no light in the humid air. With a low mechanical hum and the hiss of steam, a heavy hydraulic ramp on the ship's belly slowly deploys downward, finally making contact with the ground. A strange, cold, cyan light emanates from the depths of the gloomy hatch, dispersing into a hazy halo in the dense fog. A vague, slender figure emerges at the top of the ramp. It struggles to crawl outward, one slender limb tentatively reaching out to grasp the damp ramp's edge. The rest of its body, struggling and laborious, inched its way out of the abysmal darkness within the craft, its unsteady movements suggesting fatigue or pain. The entire picture is dominated by an almost silent silence, full of suspense and awe of unknown creatures, creating a tense and mysterious sci-fi atmosphere.", + "seed": 32331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_4617_seed_32331_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1595365789718926, + "vlm_logprob": -0.1595365789718926, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1595365789718926, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.37221336364746094 + ], + "opposite_logprob_tokens": [ + -1.247213363647461 + ], + "logprob_reward": -0.37221336364746094, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.37221336364746094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22366489470005035, + 0.09228170663118362, + 0.14293327927589417, + 0.07461541891098022, + 0.05354589223861694, + 0.045803409069776535, + 0.09727254509925842, + 0.13328862190246582, + 0.033781278878450394, + 0.10281287878751755 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.37221336364746094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521415948867798 + ], + "opposite_logprob_tokens": [ + -1.5021415948867798 + ], + "logprob_reward": -0.2521415948867798, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521415948867798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37547826766967773, + 0.072490394115448, + 0.053638797253370285, + 0.07779432833194733, + 0.05256826430559158, + 0.05952050909399986, + 0.1341513842344284, + 0.0806920975446701, + 0.046701014041900635, + 0.04696492478251457 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.2521415948867798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900287955999374 + ], + "opposite_logprob_tokens": [ + -2.579002857208252 + ], + "logprob_reward": -0.07900287955999374, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900287955999374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665208488702774, + 0.08241022378206253, + 0.07976613193750381, + 0.041673675179481506, + 0.07310991734266281, + 0.07512965798377991, + 0.10446164011955261, + 0.17593538761138916, + 0.09316731989383698, + 0.10782517492771149 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.07900287955999374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890718549489975 + ], + "opposite_logprob_tokens": [ + -2.464071750640869 + ], + "logprob_reward": -0.0890718549489975, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890718549489975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4576357305049896, + 0.06481435149908066, + 0.08864331245422363, + 0.03822154924273491, + 0.0586046501994133, + 0.04170437529683113, + 0.04932759702205658, + 0.037302978336811066, + 0.0421300046145916, + 0.12161548435688019 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0890718549489975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3437124788761139, + 0.09967269003391266, + 0.10428579151630402, + 0.046391308307647705, + 0.05058980733156204, + 0.12253665924072266, + 0.10497859865427017, + 0.03798903897404671, + 0.03902164846658707, + 0.05082200840115547 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005253201816231012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from the ground, captures a strangely shaped spacecraft landing on a rugged, rocky landscape shrouded in a thick, milky fog. The craft, an asymmetrical, biomechanical design, is constructed from a dull, carapace-like black metal, its surface covered in intricate etchings that reflect no light in the humid air. With a low mechanical hum and the hiss of steam, a heavy hydraulic ramp on the ship's belly slowly deploys downward, finally making contact with the ground. A strange, cold, cyan light emanates from the depths of the gloomy hatch, dispersing into a hazy halo in the dense fog. A vague, slender figure emerges at the top of the ramp. It struggles to crawl outward, one slender limb tentatively reaching out to grasp the damp ramp's edge. The rest of its body, struggling and laborious, inched its way out of the abysmal darkness within the craft, its unsteady movements suggesting fatigue or pain. The entire picture is dominated by an almost silent silence, full of suspense and awe of unknown creatures, creating a tense and mysterious sci-fi atmosphere.", + "seed": 32332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_4617_seed_32332_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18060668939724564, + "vlm_logprob": -0.18060668939724564, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.18060668939724564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4916391372680664 + ], + "opposite_logprob_tokens": [ + -0.9916391372680664 + ], + "logprob_reward": -0.4916391372680664, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4916391372680664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08434049040079117, + 0.04034366086125374, + 0.028245167806744576, + 0.1851106435060501, + 0.20715250074863434, + 0.029523486271500587, + 0.2333403080701828, + 0.0436210110783577, + 0.07235730439424515, + 0.07596546411514282 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.4916391372680664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990121245384216 + ], + "opposite_logprob_tokens": [ + -1.8049012422561646 + ], + "logprob_reward": -0.17990121245384216, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990121245384216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04734952375292778, + 0.05219782888889313, + 0.05553702265024185, + 0.21388597786426544, + 0.1296854019165039, + 0.045796625316143036, + 0.03264496475458145, + 0.06664015352725983, + 0.13671724498271942, + 0.21954527497291565 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.17990121245384216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706464529037476 + ], + "opposite_logprob_tokens": [ + -2.1270647048950195 + ], + "logprob_reward": -0.12706464529037476, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706464529037476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07145164906978607, + 0.012744668871164322, + 0.022767914459109306, + 0.243661031126976, + 0.09978456050157547, + 0.017911791801452637, + 0.33280065655708313, + 0.04130571708083153, + 0.08466978371143341, + 0.07290221750736237 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.12706464529037476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033425688743591 + ], + "opposite_logprob_tokens": [ + -2.3503341674804688 + ], + "logprob_reward": -0.10033425688743591, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033425688743591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0493747778236866, + 0.014876265078783035, + 0.02492937073111534, + 0.08970384299755096, + 0.1020955890417099, + 0.005407385993748903, + 0.6141601800918579, + 0.00992654636502266, + 0.05556473881006241, + 0.03396124765276909 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.10033425688743591 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094195086508989 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094195086508989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094195086508989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12550170719623566, + 0.1300508975982666, + 0.06702126562595367, + 0.14309217035770416, + 0.0491783581674099, + 0.03482533618807793, + 0.1261596977710724, + 0.05300021916627884, + 0.12320496141910553, + 0.14796538650989532 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.004094195086508989 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from the ground, captures a strangely shaped spacecraft landing on a rugged, rocky landscape shrouded in a thick, milky fog. The craft, an asymmetrical, biomechanical design, is constructed from a dull, carapace-like black metal, its surface covered in intricate etchings that reflect no light in the humid air. With a low mechanical hum and the hiss of steam, a heavy hydraulic ramp on the ship's belly slowly deploys downward, finally making contact with the ground. A strange, cold, cyan light emanates from the depths of the gloomy hatch, dispersing into a hazy halo in the dense fog. A vague, slender figure emerges at the top of the ramp. It struggles to crawl outward, one slender limb tentatively reaching out to grasp the damp ramp's edge. The rest of its body, struggling and laborious, inched its way out of the abysmal darkness within the craft, its unsteady movements suggesting fatigue or pain. The entire picture is dominated by an almost silent silence, full of suspense and awe of unknown creatures, creating a tense and mysterious sci-fi atmosphere.", + "seed": 32333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_1/index_4617_seed_32333_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08030055817216634, + "vlm_logprob": -0.08030055817216634, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.08030055817216634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19616290926933289 + ], + "opposite_logprob_tokens": [ + -1.8211629390716553 + ], + "logprob_reward": -0.19616290926933289, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19616290926933289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5003161430358887, + 0.06914233416318893, + 0.15566560626029968, + 0.059907231479883194, + 0.08205927908420563, + 0.04851672798395157, + 0.020039454102516174, + 0.027520492672920227, + 0.018229398876428604, + 0.01860327646136284 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.19616290926933289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004226744174957 + ], + "opposite_logprob_tokens": [ + -2.695042371749878 + ], + "logprob_reward": -0.07004226744174957, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004226744174957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6111515760421753, + 0.07592761516571045, + 0.12420015037059784, + 0.030858321115374565, + 0.02821051888167858, + 0.021986817941069603, + 0.011249690316617489, + 0.031146135181188583, + 0.04073237255215645, + 0.02453679032623768 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07004226744174957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306385666131973 + ], + "opposite_logprob_tokens": [ + -3.1680638790130615 + ], + "logprob_reward": -0.04306385666131973, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306385666131973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5329216122627258, + 0.07779302448034286, + 0.173147052526474, + 0.10394569486379623, + 0.036718644201755524, + 0.01672532968223095, + 0.011458409018814564, + 0.016623910516500473, + 0.00887612160295248, + 0.021790217608213425 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.04306385666131973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904142677783966 + ], + "opposite_logprob_tokens": [ + -2.4640414714813232 + ], + "logprob_reward": -0.08904142677783966, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904142677783966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.376568466424942, + 0.15995579957962036, + 0.21485500037670135, + 0.10216691344976425, + 0.02748924493789673, + 0.024989794939756393, + 0.024221843108534813, + 0.024189194664359093, + 0.02045518159866333, + 0.02510857582092285 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08904142677783966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft designed with an asymmetrical, biomechanical shape made of dull black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a heavy hydraulic ramp deploy from the ship's belly and make contact with the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a vague, slender figure emerge from the hatch and crawl outward onto the ramp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rugged, rocky landscape shrouded in thick, milky fog with a cyan light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3507134020328522, + 0.10652200132608414, + 0.09864095598459244, + 0.23952840268611908, + 0.056440357118844986, + 0.038746077567338943, + 0.030123675242066383, + 0.0277616698294878, + 0.02635912224650383, + 0.025164367631077766 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0031923307105898857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_tensor([4521, 4521])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_tensor([4521, 4521])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9956a8b2ced52c6bc502552785569726d0b4f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_tensor([4521, 4521])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward, low-angle shot captures a majestic peacock taking flight from a desolate, rocky clearing, rendered in the distinctive style of a dark fairytale illustration. The creature's body is a mass of deep, velvety charcoal feathers, but its tail is a stunning and terrifying fan of seemingly sharp obsidian shards, each side catching the dim ambient light with a cold, glassy gleam. With a single, powerful, and deliberate beat, the peacock's massive wings launch vertically into the gloomy air. The entire scene is bathed in a heavy, desaturated color gradient, reducing the world to a palette of muted grays, deep blacks, and faded earth tones. The only exception to this monochromatic scheme is a faint, unsettling crimson glow within the peacock's eyes, casting a subtle, sinister aura. As its wings continued to beat vigorously, they spread a cloud of black, shimmering feathers that looked like tiny, sharp fragments of the night, which slowly drifted and spiraled downward through the silent, hazy atmosphere, creating a scene of haunting, malevolent beauty.", + "seed": 8844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_4521_seed_8844_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15507133230566977, + "vlm_logprob": -0.15507133230566977, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.15507133230566977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02278807945549488 + ], + "opposite_logprob_tokens": [ + -4.022788047790527 + ], + "logprob_reward": -0.02278807945549488, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02278807945549488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12280024588108063, + 0.12125636637210846, + 0.059798188507556915, + 0.056499455124139786, + 0.055183712393045425, + 0.14185717701911926, + 0.1040935292840004, + 0.10255303233861923, + 0.04581042006611824, + 0.19014786183834076 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.02278807945549488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972123354673386 + ], + "opposite_logprob_tokens": [ + -2.9299721717834473 + ], + "logprob_reward": -0.054972123354673386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972123354673386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2964487373828888, + 0.21936257183551788, + 0.046539850533008575, + 0.02957739122211933, + 0.031215084716677666, + 0.06308939307928085, + 0.09768552333116531, + 0.12310288846492767, + 0.05329139158129692, + 0.0396871455013752 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.054972123354673386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869043081998825 + ], + "opposite_logprob_tokens": [ + -3.0486903190612793 + ], + "logprob_reward": -0.04869043081998825, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869043081998825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08590236306190491, + 0.39227479696273804, + 0.08980301767587662, + 0.050750982016325, + 0.04163430631160736, + 0.09272678941488266, + 0.05592827498912811, + 0.12927491962909698, + 0.04049167409539223, + 0.021212881430983543 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.04869043081998825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086315736174583 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.016086315736174583, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086315736174583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07251043617725372, + 0.43863916397094727, + 0.08426916599273682, + 0.057779788970947266, + 0.035059865564107895, + 0.13318000733852386, + 0.03218163177371025, + 0.07870405167341232, + 0.03958763927221298, + 0.028088247403502464 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.016086315736174583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328197121620178 + ], + "opposite_logprob_tokens": [ + -0.7578197121620178 + ], + "logprob_reward": -0.6328197121620178, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328197121620178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07691571116447449, + 0.38179251551628113, + 0.04283488914370537, + 0.06572555005550385, + 0.0675981268286705, + 0.07916467636823654, + 0.026706617325544357, + 0.15654505789279938, + 0.06936696171760559, + 0.03334987163543701 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.6328197121620178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward, low-angle shot captures a majestic peacock taking flight from a desolate, rocky clearing, rendered in the distinctive style of a dark fairytale illustration. The creature's body is a mass of deep, velvety charcoal feathers, but its tail is a stunning and terrifying fan of seemingly sharp obsidian shards, each side catching the dim ambient light with a cold, glassy gleam. With a single, powerful, and deliberate beat, the peacock's massive wings launch vertically into the gloomy air. The entire scene is bathed in a heavy, desaturated color gradient, reducing the world to a palette of muted grays, deep blacks, and faded earth tones. The only exception to this monochromatic scheme is a faint, unsettling crimson glow within the peacock's eyes, casting a subtle, sinister aura. As its wings continued to beat vigorously, they spread a cloud of black, shimmering feathers that looked like tiny, sharp fragments of the night, which slowly drifted and spiraled downward through the silent, hazy atmosphere, creating a scene of haunting, malevolent beauty.", + "seed": 8845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_4521_seed_8845_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23695216607302427, + "vlm_logprob": -0.23695216607302427, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.23695216607302427, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09829886257648468 + ], + "opposite_logprob_tokens": [ + -2.4732987880706787 + ], + "logprob_reward": -0.09829886257648468, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09829886257648468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27273833751678467, + 0.08245135098695755, + 0.04024166613817215, + 0.06470920890569687, + 0.13989292085170746, + 0.21962781250476837, + 0.04924850910902023, + 0.0340660884976387, + 0.03724029287695885, + 0.059783779084682465 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.09829886257648468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902469485998154 + ], + "opposite_logprob_tokens": [ + -2.5790247917175293 + ], + "logprob_reward": -0.07902469485998154, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902469485998154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45097798109054565, + 0.09586871415376663, + 0.04760655760765076, + 0.076283298432827, + 0.09418940544128418, + 0.09278462082147598, + 0.01573524810373783, + 0.04084155336022377, + 0.01899811252951622, + 0.06671452522277832 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07902469485998154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040779411792755 + ], + "opposite_logprob_tokens": [ + -2.350407838821411 + ], + "logprob_reward": -0.10040779411792755, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040779411792755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28568047285079956, + 0.04577647149562836, + 0.03447483107447624, + 0.05593346431851387, + 0.02275475300848484, + 0.062452901154756546, + 0.07950372248888016, + 0.11963220685720444, + 0.06912986189126968, + 0.22466124594211578 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.10040779411792755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657186292111874 + ], + "opposite_logprob_tokens": [ + -4.758656978607178 + ], + "logprob_reward": -0.008657186292111874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657186292111874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2489292323589325, + 0.056959494948387146, + 0.024804869666695595, + 0.09455545246601105, + 0.037469282746315, + 0.032147765159606934, + 0.16093099117279053, + 0.07102464139461517, + 0.0860881581902504, + 0.18709009885787964 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008657186292111874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983722925186157 + ], + "opposite_logprob_tokens": [ + -0.5233722925186157 + ], + "logprob_reward": -0.8983722925186157, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983722925186157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18854396045207977, + 0.12635156512260437, + 0.02034641243517399, + 0.036458298563957214, + 0.02014276757836342, + 0.024469973519444466, + 0.028159841895103455, + 0.06405375897884369, + 0.11547962576150894, + 0.3759937584400177 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.8983722925186157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, upward, low-angle shot captures a majestic peacock taking flight from a desolate, rocky clearing, rendered in the distinctive style of a dark fairytale illustration. The creature's body is a mass of deep, velvety charcoal feathers, but its tail is a stunning and terrifying fan of seemingly sharp obsidian shards, each side catching the dim ambient light with a cold, glassy gleam. With a single, powerful, and deliberate beat, the peacock's massive wings launch vertically into the gloomy air. The entire scene is bathed in a heavy, desaturated color gradient, reducing the world to a palette of muted grays, deep blacks, and faded earth tones. The only exception to this monochromatic scheme is a faint, unsettling crimson glow within the peacock's eyes, casting a subtle, sinister aura. As its wings continued to beat vigorously, they spread a cloud of black, shimmering feathers that looked like tiny, sharp fragments of the night, which slowly drifted and spiraled downward through the silent, hazy atmosphere, creating a scene of haunting, malevolent beauty.", + "seed": 8846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_4521_seed_8846_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10848788172006607, + "vlm_logprob": -0.10848788172006607, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.10848788172006607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0600610077381134 + ], + "opposite_logprob_tokens": [ + -2.935060977935791 + ], + "logprob_reward": -0.0600610077381134, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0600610077381134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665070652961731, + 0.09577096253633499, + 0.13055400550365448, + 0.06795073300600052, + 0.14358781278133392, + 0.09502875804901123, + 0.05293738469481468, + 0.055758439004421234, + 0.151696115732193, + 0.04020868241786957 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0600610077381134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307767376303673 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307767376303673, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307767376303673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2822721302509308, + 0.03274144232273102, + 0.05108097940683365, + 0.06470318138599396, + 0.06513950228691101, + 0.04737133905291557, + 0.09022662788629532, + 0.2622101306915283, + 0.08144427090883255, + 0.02281038463115692 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.04307767376303673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005438208580017 + ], + "opposite_logprob_tokens": [ + -2.695054292678833 + ], + "logprob_reward": -0.07005438208580017, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005438208580017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1779007613658905, + 0.09547464549541473, + 0.040829841047525406, + 0.06192804500460625, + 0.21866676211357117, + 0.101805679500103, + 0.04073956608772278, + 0.08343680948019028, + 0.07854200899600983, + 0.10067594051361084 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.07005438208580017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059842273592949 + ], + "opposite_logprob_tokens": [ + -3.8955984115600586 + ], + "logprob_reward": -0.02059842273592949, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059842273592949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1264737844467163, + 0.28299012780189514, + 0.05242566019296646, + 0.05797571688890457, + 0.10928932577371597, + 0.07918237149715424, + 0.04752060025930405, + 0.0795154944062233, + 0.07302646338939667, + 0.09160050004720688 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02059842273592949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864792227745056 + ], + "opposite_logprob_tokens": [ + -1.223647952079773 + ], + "logprob_reward": -0.34864792227745056, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34864792227745056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22491712868213654, + 0.30378034710884094, + 0.12543603777885437, + 0.041256826370954514, + 0.0718492940068245, + 0.0415184423327446, + 0.03959692642092705, + 0.04105156660079956, + 0.025926679372787476, + 0.08466681092977524 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.34864792227745056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward, low-angle shot captures a majestic peacock taking flight from a desolate, rocky clearing, rendered in the distinctive style of a dark fairytale illustration. The creature's body is a mass of deep, velvety charcoal feathers, but its tail is a stunning and terrifying fan of seemingly sharp obsidian shards, each side catching the dim ambient light with a cold, glassy gleam. With a single, powerful, and deliberate beat, the peacock's massive wings launch vertically into the gloomy air. The entire scene is bathed in a heavy, desaturated color gradient, reducing the world to a palette of muted grays, deep blacks, and faded earth tones. The only exception to this monochromatic scheme is a faint, unsettling crimson glow within the peacock's eyes, casting a subtle, sinister aura. As its wings continued to beat vigorously, they spread a cloud of black, shimmering feathers that looked like tiny, sharp fragments of the night, which slowly drifted and spiraled downward through the silent, hazy atmosphere, creating a scene of haunting, malevolent beauty.", + "seed": 8847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_10/index_4521_seed_8847_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1683433547616005, + "vlm_logprob": -0.1683433547616005, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1683433547616005, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04394782707095146 + ], + "opposite_logprob_tokens": [ + -3.29394793510437 + ], + "logprob_reward": -0.04394782707095146, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04394782707095146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18982404470443726, + 0.06164638325572014, + 0.0454469695687294, + 0.07614023983478546, + 0.057601865381002426, + 0.07072360813617706, + 0.05815654993057251, + 0.0894962027668953, + 0.31399452686309814, + 0.036969516426324844 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.04394782707095146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307721555233002 + ], + "opposite_logprob_tokens": [ + -3.168077230453491 + ], + "logprob_reward": -0.04307721555233002, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307721555233002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4346157908439636, + 0.28414422273635864, + 0.02398861199617386, + 0.08959028124809265, + 0.023959806188941002, + 0.041018158197402954, + 0.015739932656288147, + 0.019900793209671974, + 0.009773475117981434, + 0.0572688989341259 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04307721555233002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043099481612443924 + ], + "opposite_logprob_tokens": [ + -3.1680994033813477 + ], + "logprob_reward": -0.043099481612443924, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043099481612443924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22155417501926422, + 0.40213415026664734, + 0.02997005172073841, + 0.10090885311365128, + 0.048505999147892, + 0.06534095108509064, + 0.02080545760691166, + 0.04247669875621796, + 0.024465931579470634, + 0.043837711215019226 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.043099481612443924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204979598522186 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.018204979598522186, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204979598522186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061583977192640305, + 0.6715541481971741, + 0.0208349097520113, + 0.038661226630210876, + 0.04517925903201103, + 0.044318195432424545, + 0.01731451228260994, + 0.017414666712284088, + 0.06728383898735046, + 0.01585521548986435 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.018204979598522186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a desolate, rocky clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the peacock's body covered in deep, velvety charcoal feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the peacock's tail appear as a fan of sharp obsidian shards with a cold, glassy gleam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the peacock's eyes emit a faint crimson glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933872699737549 + ], + "opposite_logprob_tokens": [ + -0.6933872699737549 + ], + "logprob_reward": -0.6933872699737549, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933872699737549, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11853054165840149, + 0.04266658052802086, + 0.07663311809301376, + 0.13444800674915314, + 0.19589990377426147, + 0.10780388861894608, + 0.0597534216940403, + 0.061527859419584274, + 0.12124267220497131, + 0.08149400353431702 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.6933872699737549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_tensor([644, 644])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_tensor([644, 644])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..669a94c2e6e2dce0d9f68ef8d80c556af85b3071 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_tensor([644, 644])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, eye-level close-up captures the air directly above a sun-scorched black asphalt road in crisp, high-speed footage. Under the oppressive force of the midday sun, invisible yet powerful plumes of superheated air rise from the dark surface in rapid, turbulent plumes that visibly wriggle and shimmer. This thermal disturbance acts like a dynamic liquid lens, chaotically refracting the light passing through it and warping the background into a mesmerizing mirage. Distant, hazy mountains and the pale, dusty roadside shoulders are distorted, appearing to undulate, melt, and ripple, as if viewed through a sheet of flowing, crystal water. Captured at high speed, every subtle, rapid vibration is rendered with surreal clarity, creating a palpable atmosphere of searing, static heat, where the only movement is the silent, dancing distortion of the air itself.", + "seed": 10595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_644_seed_10595_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19675024540047162, + "vlm_logprob": -0.19675024540047162, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.19675024540047162, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2083439826965332 + ], + "opposite_logprob_tokens": [ + -1.7083439826965332 + ], + "logprob_reward": -0.2083439826965332, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2083439826965332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13021817803382874, + 0.1545940786600113, + 0.07247500121593475, + 0.12704306840896606, + 0.05643370375037193, + 0.047755979001522064, + 0.09044157713651657, + 0.1104816421866417, + 0.18270957469940186, + 0.02784712240099907 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.2083439826965332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094880178570747 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094880178570747, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094880178570747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17509286105632782, + 0.24512030184268951, + 0.07267007976770401, + 0.16460983455181122, + 0.07654987275600433, + 0.04670063406229019, + 0.06759221851825714, + 0.053264010697603226, + 0.04204149171710014, + 0.056358687579631805 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.016094880178570747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038818930624984205 + ], + "opposite_logprob_tokens": [ + -7.875388145446777 + ], + "logprob_reward": -0.00038818930624984205, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038818930624984205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14355455338954926, + 0.1847829669713974, + 0.07775568962097168, + 0.14848245680332184, + 0.06262568384408951, + 0.0677243322134018, + 0.041661590337753296, + 0.09978846460580826, + 0.10204725712537766, + 0.0715770348906517 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.00038818930624984205 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046586548909545 + ], + "opposite_logprob_tokens": [ + -6.876046657562256 + ], + "logprob_reward": -0.001046586548909545, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046586548909545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316694140434265, + 0.15169164538383484, + 0.07321693003177643, + 0.15909869968891144, + 0.0809810608625412, + 0.035954549908638, + 0.07167502492666245, + 0.0967140942811966, + 0.07896739989519119, + 0.0585336871445179 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.001046586548909545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578775882720947 + ], + "opposite_logprob_tokens": [ + -0.6328775882720947 + ], + "logprob_reward": -0.7578775882720947, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578775882720947, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09450031816959381, + 0.17152245342731476, + 0.0686933770775795, + 0.15681138634681702, + 0.15586800873279572, + 0.06893900781869888, + 0.09894254803657532, + 0.03978320211172104, + 0.10111957788467407, + 0.04382007196545601 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.7578775882720947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "This static, eye-level close-up captures the air directly above a sun-scorched black asphalt road in crisp, high-speed footage. Under the oppressive force of the midday sun, invisible yet powerful plumes of superheated air rise from the dark surface in rapid, turbulent plumes that visibly wriggle and shimmer. This thermal disturbance acts like a dynamic liquid lens, chaotically refracting the light passing through it and warping the background into a mesmerizing mirage. Distant, hazy mountains and the pale, dusty roadside shoulders are distorted, appearing to undulate, melt, and ripple, as if viewed through a sheet of flowing, crystal water. Captured at high speed, every subtle, rapid vibration is rendered with surreal clarity, creating a palpable atmosphere of searing, static heat, where the only movement is the silent, dancing distortion of the air itself.", + "seed": 10596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_644_seed_10596_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6489237116649746, + "vlm_logprob": -0.6489237116649746, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.6489237116649746, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1305391788482666 + ], + "opposite_logprob_tokens": [ + -0.1305391639471054 + ], + "logprob_reward": -2.1305391788482666, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1305391788482666, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08330247551202774, + 0.025212161242961884, + 0.015908468514680862, + 0.10059613734483719, + 0.559055507183075, + 0.024820759892463684, + 0.0360267199575901, + 0.05883060395717621, + 0.0691324919462204, + 0.027114640921354294 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -2.1305391788482666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05506892874836922 + ], + "opposite_logprob_tokens": [ + -2.9300689697265625 + ], + "logprob_reward": -0.05506892874836922, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05506892874836922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14741501212120056, + 0.043274760246276855, + 0.023872070014476776, + 0.1809745877981186, + 0.33457764983177185, + 0.017960740253329277, + 0.06929729133844376, + 0.06807490438222885, + 0.06238442659378052, + 0.0521685928106308 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.05506892874836922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498364308848977 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498364308848977, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498364308848977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1827542781829834, + 0.04776030778884888, + 0.05096688121557236, + 0.12009984999895096, + 0.32607612013816833, + 0.04186350852251053, + 0.051580172032117844, + 0.04864862188696861, + 0.0807751789689064, + 0.049475084990262985 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002498364308848977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025010991375893354 + ], + "opposite_logprob_tokens": [ + -6.002501010894775 + ], + "logprob_reward": -0.0025010991375893354, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025010991375893354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14775502681732178, + 0.033698391169309616, + 0.0435447059571743, + 0.13550564646720886, + 0.2982146441936493, + 0.07085370272397995, + 0.05006496235728264, + 0.08504167199134827, + 0.10588574409484863, + 0.029435480013489723 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0025010991375893354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0540109872817993 + ], + "opposite_logprob_tokens": [ + -0.42901095747947693 + ], + "logprob_reward": -1.0540109872817993, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0540109872817993, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.060795705765485764, + 0.02428481914103031, + 0.038331594318151474, + 0.03341391310095787, + 0.6252602934837341, + 0.06267733126878738, + 0.03502843156456947, + 0.03704313561320305, + 0.06598992645740509, + 0.01717483624815941 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -1.0540109872817993 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "This static, eye-level close-up captures the air directly above a sun-scorched black asphalt road in crisp, high-speed footage. Under the oppressive force of the midday sun, invisible yet powerful plumes of superheated air rise from the dark surface in rapid, turbulent plumes that visibly wriggle and shimmer. This thermal disturbance acts like a dynamic liquid lens, chaotically refracting the light passing through it and warping the background into a mesmerizing mirage. Distant, hazy mountains and the pale, dusty roadside shoulders are distorted, appearing to undulate, melt, and ripple, as if viewed through a sheet of flowing, crystal water. Captured at high speed, every subtle, rapid vibration is rendered with surreal clarity, creating a palpable atmosphere of searing, static heat, where the only movement is the silent, dancing distortion of the air itself.", + "seed": 10597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_644_seed_10597_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.29403571353759617, + "vlm_logprob": -0.29403571353759617, + "vlm_yes_no_margin": 3.5249999940395353, + "vlm_token_credit": -0.29403571353759617, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9803878664970398 + ], + "opposite_logprob_tokens": [ + -0.4803878664970398 + ], + "logprob_reward": -0.9803878664970398, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9803878664970398, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08765152096748352, + 0.06762803345918655, + 0.03516032546758652, + 0.05260102078318596, + 0.03943058103322983, + 0.23300768435001373, + 0.17134052515029907, + 0.12104421108961105, + 0.12972873449325562, + 0.06240736320614815 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.9803878664970398 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012579970061779022 + ], + "opposite_logprob_tokens": [ + -4.387579917907715 + ], + "logprob_reward": -0.012579970061779022, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012579970061779022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10192298144102097, + 0.28622114658355713, + 0.040046192705631256, + 0.0246882364153862, + 0.025092899799346924, + 0.19505414366722107, + 0.13746191561222076, + 0.038258302956819534, + 0.0772976502776146, + 0.07395650446414948 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.012579970061779022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000922969076782465 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.000922969076782465, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000922969076782465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1052691861987114, + 0.05892741680145264, + 0.0570419579744339, + 0.03843921422958374, + 0.05077321082353592, + 0.07800111919641495, + 0.16527996957302094, + 0.14193473756313324, + 0.24855424463748932, + 0.05577896535396576 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.000922969076782465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001947531825862825 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.001947531825862825, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001947531825862825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07921723276376724, + 0.07002623379230499, + 0.042783766984939575, + 0.05175023153424263, + 0.051094699651002884, + 0.20227819681167603, + 0.06047319620847702, + 0.18016496300697327, + 0.21831117570400238, + 0.0439002700150013 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.001947531825862825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743402302265167 + ], + "opposite_logprob_tokens": [ + -0.9743402004241943 + ], + "logprob_reward": -0.4743402302265167, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4743402302265167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0918637365102768, + 0.14248289167881012, + 0.06252870708703995, + 0.034051563590765, + 0.042283013463020325, + 0.1158386766910553, + 0.2350115329027176, + 0.18804043531417847, + 0.01684311218559742, + 0.0710563138127327 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.4743402302265167 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level close-up captures the air directly above a sun-scorched black asphalt road in crisp, high-speed footage. Under the oppressive force of the midday sun, invisible yet powerful plumes of superheated air rise from the dark surface in rapid, turbulent plumes that visibly wriggle and shimmer. This thermal disturbance acts like a dynamic liquid lens, chaotically refracting the light passing through it and warping the background into a mesmerizing mirage. Distant, hazy mountains and the pale, dusty roadside shoulders are distorted, appearing to undulate, melt, and ripple, as if viewed through a sheet of flowing, crystal water. Captured at high speed, every subtle, rapid vibration is rendered with surreal clarity, creating a palpable atmosphere of searing, static heat, where the only movement is the silent, dancing distortion of the air itself.", + "seed": 10598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_11/index_644_seed_10598_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3282913888688199, + "vlm_logprob": -0.3282913888688199, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.3282913888688199, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6411164402961731 + ], + "opposite_logprob_tokens": [ + -0.7661164402961731 + ], + "logprob_reward": -0.6411164402961731, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6411164402961731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3123045265674591, + 0.05097644776105881, + 0.16863836348056793, + 0.030981991440057755, + 0.04301275685429573, + 0.08755172044038773, + 0.06500441581010818, + 0.058133650571107864, + 0.16470344364643097, + 0.01869264245033264 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.6411164402961731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332615666091442 + ], + "opposite_logprob_tokens": [ + -3.7733261585235596 + ], + "logprob_reward": -0.02332615666091442, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332615666091442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15941709280014038, + 0.06288570165634155, + 0.05578974261879921, + 0.04163238778710365, + 0.06626799702644348, + 0.031206825748085976, + 0.03277388960123062, + 0.2729633152484894, + 0.23683668673038483, + 0.04022635892033577 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02332615666091442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007220283732749522 + ], + "opposite_logprob_tokens": [ + -7.2507219314575195 + ], + "logprob_reward": -0.0007220283732749522, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007220283732749522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27173152565956116, + 0.05370214208960533, + 0.14812588691711426, + 0.027468319982290268, + 0.028341073542833328, + 0.04681922495365143, + 0.035721585154533386, + 0.11170496791601181, + 0.2406478226184845, + 0.035737499594688416 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0007220283732749522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019489595433697104 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019489595433697104, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019489595433697104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33476510643959045, + 0.03639302775263786, + 0.21069547533988953, + 0.029335729777812958, + 0.03517669811844826, + 0.046876538544893265, + 0.06039229780435562, + 0.03468050807714462, + 0.14437013864517212, + 0.06731447577476501 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0019489595433697104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of the air directly above a black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are visible plumes of superheated air rising from the road surface in rapid, turbulent motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air distortion refract light and warp the background into a mirage effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are distant mountains and roadside shoulders visible and distorted to appear undulating or melting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the footage captured at high speed to render rapid vibrations with clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743433594703674 + ], + "opposite_logprob_tokens": [ + -0.47434335947036743 + ], + "logprob_reward": -0.9743433594703674, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743433594703674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18112273514270782, + 0.1034340038895607, + 0.24329371750354767, + 0.06711851060390472, + 0.03880063444375992, + 0.054439082741737366, + 0.02358301542699337, + 0.08815719187259674, + 0.16848032176494598, + 0.03157077357172966 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.9743433594703674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_tensor([1727, 1727])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_tensor([1727, 1727])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..91b9278251d82b38484a3c01f41a0a210281585f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_tensor([1727, 1727])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the scene takes on a unique stop-motion quality. Each frame feels tangible, with tiny, almost imperceptible jumps between movements, imbuing the characters and objects with a handmade, slightly jerky, yet highly expressive quality. The image focuses on an elderly man with a deeply wrinkled face, his thinning white hair plastered against a weathered scalp, his eyes kind yet slightly weary. He stands in a dimly lit, sparsely furnished wooden house, set against a backdrop of rough, dark wood walls. A soft, warm light streams in through a small side window, vividly outlining every crease on his face and illuminating his plain, earth-brown linen shirt. With hands punctuated by age spots and bulging veins, he carefully, almost reverently, holds a simple, unglazed stoneware bowl, its surface rough to the touch, bearing the unmistakable marks of handcraft. Due to the slight but constant trembling of his hands, tiny ripples appeared on the clear water in the bowl, reflecting the faint light from the window. He slowly brought the rim of the bowl to his chapped lips, tilted his head slightly, and took a deliberate sip. The whole movement was imbued with the weight of time. The warm earth tones and strong contrasts of light and dark conveyed a sense of quiet dignity and a moving atmosphere of contemplation.", + "seed": 11840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_1727_seed_11840_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3378953027538955, + "vlm_logprob": -0.3378953027538955, + "vlm_yes_no_margin": 2.074999976158142, + "vlm_token_credit": -0.3378953027538955, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8256267309188843 + ], + "opposite_logprob_tokens": [ + -0.7006267309188843 + ], + "logprob_reward": -0.8256267309188843, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.8256267309188843, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2996324598789215, + 0.14547142386436462, + 0.05521344393491745, + 0.05305679142475128, + 0.12917597591876984, + 0.12741589546203613, + 0.06682411581277847, + 0.04012920334935188, + 0.03342536464333534, + 0.04965534433722496 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.8256267309188843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934283375740051 + ], + "opposite_logprob_tokens": [ + -0.6934283375740051 + ], + "logprob_reward": -0.6934283375740051, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934283375740051, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1271996796131134, + 0.09683166444301605, + 0.04137004166841507, + 0.09273131936788559, + 0.3117242753505707, + 0.1846015602350235, + 0.021611643955111504, + 0.02102101966738701, + 0.047071512788534164, + 0.05583728104829788 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.6934283375740051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258300807327032 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258300807327032, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258300807327032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12694041430950165, + 0.19929969310760498, + 0.03229358792304993, + 0.08444052934646606, + 0.2818230092525482, + 0.13409605622291565, + 0.033742696046829224, + 0.022895896807312965, + 0.014763942919671535, + 0.06970414519309998 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.005258300807327032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270652711391449 + ], + "opposite_logprob_tokens": [ + -2.1270651817321777 + ], + "logprob_reward": -0.1270652711391449, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270652711391449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20440629124641418, + 0.1765369325876236, + 0.035557959228754044, + 0.02720891311764717, + 0.27138078212738037, + 0.08952821791172028, + 0.05496468022465706, + 0.04722261056303978, + 0.03362908214330673, + 0.059564508497714996 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.1270652711391449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809787333011627 + ], + "opposite_logprob_tokens": [ + -3.288097858428955 + ], + "logprob_reward": -0.03809787333011627, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809787333011627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.135492205619812, + 0.10580497980117798, + 0.07072167843580246, + 0.0708874762058258, + 0.13094964623451233, + 0.14380834996700287, + 0.07474292814731598, + 0.053325481712818146, + 0.062859445810318, + 0.15140783786773682 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.03809787333011627 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the scene takes on a unique stop-motion quality. Each frame feels tangible, with tiny, almost imperceptible jumps between movements, imbuing the characters and objects with a handmade, slightly jerky, yet highly expressive quality. The image focuses on an elderly man with a deeply wrinkled face, his thinning white hair plastered against a weathered scalp, his eyes kind yet slightly weary. He stands in a dimly lit, sparsely furnished wooden house, set against a backdrop of rough, dark wood walls. A soft, warm light streams in through a small side window, vividly outlining every crease on his face and illuminating his plain, earth-brown linen shirt. With hands punctuated by age spots and bulging veins, he carefully, almost reverently, holds a simple, unglazed stoneware bowl, its surface rough to the touch, bearing the unmistakable marks of handcraft. Due to the slight but constant trembling of his hands, tiny ripples appeared on the clear water in the bowl, reflecting the faint light from the window. He slowly brought the rim of the bowl to his chapped lips, tilted his head slightly, and took a deliberate sip. The whole movement was imbued with the weight of time. The warm earth tones and strong contrasts of light and dark conveyed a sense of quiet dignity and a moving atmosphere of contemplation.", + "seed": 11841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_1727_seed_11841_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2703025528229773, + "vlm_logprob": -0.2703025528229773, + "vlm_yes_no_margin": 2.174999988079071, + "vlm_token_credit": -0.2703025528229773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5379491448402405 + ], + "opposite_logprob_tokens": [ + -1.0379490852355957 + ], + "logprob_reward": -0.5379491448402405, + "yes_no_margin_reward": 0.4999999403953552, + "token_credit_reward": -0.5379491448402405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3507916033267975, + 0.0611916147172451, + 0.07486291974782944, + 0.03470028564333916, + 0.07181958854198456, + 0.050353486090898514, + 0.0624234639108181, + 0.12001067399978638, + 0.05157417431473732, + 0.12227224558591843 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.5379491448402405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576234757900238 + ], + "opposite_logprob_tokens": [ + -0.826234757900238 + ], + "logprob_reward": -0.576234757900238, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576234757900238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13392354547977448, + 0.09077557176351547, + 0.048916351050138474, + 0.040746208280324936, + 0.21544517576694489, + 0.08863074332475662, + 0.0348191112279892, + 0.09481367468833923, + 0.08896199613809586, + 0.16296756267547607 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.576234757900238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5148582458496094, + 0.08677209913730621, + 0.044578667730093, + 0.06855738162994385, + 0.06488058716058731, + 0.03131560981273651, + 0.042063817381858826, + 0.061044882982969284, + 0.041608672589063644, + 0.044319998472929 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157471299171448 + ], + "opposite_logprob_tokens": [ + -1.701574683189392 + ], + "logprob_reward": -0.20157471299171448, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157471299171448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1674603968858719, + 0.10309050232172012, + 0.05326664447784424, + 0.08173990249633789, + 0.052304599434137344, + 0.157678484916687, + 0.036772724241018295, + 0.02383720502257347, + 0.06533165276050568, + 0.25851789116859436 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.20157471299171448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802370816469193 + ], + "opposite_logprob_tokens": [ + -3.5298023223876953 + ], + "logprob_reward": -0.029802370816469193, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802370816469193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11877496540546417, + 0.12059800326824188, + 0.08163097500801086, + 0.047036100178956985, + 0.19189438223838806, + 0.1172073483467102, + 0.0697188451886177, + 0.10212671011686325, + 0.058670055121183395, + 0.09234263747930527 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.029802370816469193 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the scene takes on a unique stop-motion quality. Each frame feels tangible, with tiny, almost imperceptible jumps between movements, imbuing the characters and objects with a handmade, slightly jerky, yet highly expressive quality. The image focuses on an elderly man with a deeply wrinkled face, his thinning white hair plastered against a weathered scalp, his eyes kind yet slightly weary. He stands in a dimly lit, sparsely furnished wooden house, set against a backdrop of rough, dark wood walls. A soft, warm light streams in through a small side window, vividly outlining every crease on his face and illuminating his plain, earth-brown linen shirt. With hands punctuated by age spots and bulging veins, he carefully, almost reverently, holds a simple, unglazed stoneware bowl, its surface rough to the touch, bearing the unmistakable marks of handcraft. Due to the slight but constant trembling of his hands, tiny ripples appeared on the clear water in the bowl, reflecting the faint light from the window. He slowly brought the rim of the bowl to his chapped lips, tilted his head slightly, and took a deliberate sip. The whole movement was imbued with the weight of time. The warm earth tones and strong contrasts of light and dark conveyed a sense of quiet dignity and a moving atmosphere of contemplation.", + "seed": 11842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_1727_seed_11842_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2752483678050339, + "vlm_logprob": -0.2752483678050339, + "vlm_yes_no_margin": 2.2749999880790712, + "vlm_token_credit": -0.2752483678050339, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4652412533760071 + ], + "opposite_logprob_tokens": [ + -1.2152411937713623 + ], + "logprob_reward": -0.4652412533760071, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.4652412533760071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12261151522397995, + 0.06693264842033386, + 0.06309667974710464, + 0.16870997846126556, + 0.13915778696537018, + 0.088389553129673, + 0.043264493346214294, + 0.03783315420150757, + 0.0757078230381012, + 0.1942964345216751 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.4652412533760071 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762162804603577 + ], + "opposite_logprob_tokens": [ + -0.8262162804603577 + ], + "logprob_reward": -0.5762162804603577, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762162804603577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10222051292657852, + 0.09993147850036621, + 0.03683287277817726, + 0.21510490775108337, + 0.05769210308790207, + 0.1833600103855133, + 0.06893785297870636, + 0.06308464705944061, + 0.07692301273345947, + 0.09591255336999893 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.5762162804603577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258894059807062 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005258894059807062, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258894059807062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16269442439079285, + 0.12491896003484726, + 0.018915412947535515, + 0.2794022560119629, + 0.11268369853496552, + 0.05012661963701248, + 0.028846770524978638, + 0.01771746762096882, + 0.026836035773158073, + 0.1778583824634552 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.005258894059807062 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134552836418152 + ], + "opposite_logprob_tokens": [ + -1.31345534324646 + ], + "logprob_reward": -0.3134552836418152, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134552836418152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05126882344484329, + 0.06363671272993088, + 0.028041986748576164, + 0.08302377909421921, + 0.034702736884355545, + 0.035094764083623886, + 0.10268301516771317, + 0.12723368406295776, + 0.0834212377667427, + 0.39089328050613403 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.3134552836418152 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08009343594312668, + 0.2428584098815918, + 0.05864693969488144, + 0.21110206842422485, + 0.03722483292222023, + 0.05928312614560127, + 0.09610405564308167, + 0.06075834110379219, + 0.029266489669680595, + 0.12466232478618622 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.016070127487182617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the scene takes on a unique stop-motion quality. Each frame feels tangible, with tiny, almost imperceptible jumps between movements, imbuing the characters and objects with a handmade, slightly jerky, yet highly expressive quality. The image focuses on an elderly man with a deeply wrinkled face, his thinning white hair plastered against a weathered scalp, his eyes kind yet slightly weary. He stands in a dimly lit, sparsely furnished wooden house, set against a backdrop of rough, dark wood walls. A soft, warm light streams in through a small side window, vividly outlining every crease on his face and illuminating his plain, earth-brown linen shirt. With hands punctuated by age spots and bulging veins, he carefully, almost reverently, holds a simple, unglazed stoneware bowl, its surface rough to the touch, bearing the unmistakable marks of handcraft. Due to the slight but constant trembling of his hands, tiny ripples appeared on the clear water in the bowl, reflecting the faint light from the window. He slowly brought the rim of the bowl to his chapped lips, tilted his head slightly, and took a deliberate sip. The whole movement was imbued with the weight of time. The warm earth tones and strong contrasts of light and dark conveyed a sense of quiet dignity and a moving atmosphere of contemplation.", + "seed": 11843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_12/index_1727_seed_11843_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3977303602732718, + "vlm_logprob": -0.3977303602732718, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.3977303602732718, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8371977806091309 + ], + "opposite_logprob_tokens": [ + -0.8371977806091309 + ], + "logprob_reward": -0.8371977806091309, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.8371977806091309, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07223892211914062, + 0.028164375573396683, + 0.02350173145532608, + 0.06858782470226288, + 0.03196895122528076, + 0.019900057464838028, + 0.640507698059082, + 0.04734642431139946, + 0.028489483520388603, + 0.039294496178627014 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.8371977806091309 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9744428992271423 + ], + "opposite_logprob_tokens": [ + -0.47444289922714233 + ], + "logprob_reward": -0.9744428992271423, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9744428992271423, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05253290385007858, + 0.039989784359931946, + 0.019419532269239426, + 0.0501689575612545, + 0.022270243614912033, + 0.012078100815415382, + 0.6706568598747253, + 0.04930051043629646, + 0.03571035712957382, + 0.04787275195121765 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.9744428992271423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105473402887583 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105473402887583, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105473402887583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1212763711810112, + 0.04516253620386124, + 0.06126219779253006, + 0.029864801093935966, + 0.0261878352612257, + 0.010236277244985104, + 0.5933552980422974, + 0.052178218960762024, + 0.029193753376603127, + 0.0312826931476593 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.004105473402887583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037064790725708 + ], + "opposite_logprob_tokens": [ + -1.9103705883026123 + ], + "logprob_reward": -0.16037064790725708, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037064790725708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11303076893091202, + 0.08934210240840912, + 0.053118981420993805, + 0.22385522723197937, + 0.0874834656715393, + 0.040663380175828934, + 0.1287841498851776, + 0.1057354137301445, + 0.09065382182598114, + 0.0673326700925827 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.16037064790725708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video exhibit a stop-motion quality with tiny, imperceptible jumps between movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main character an elderly man with a deeply wrinkled face, thinning white hair, and age spots on his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a simple, unglazed stoneware bowl containing clear water that shows tiny ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man bring the bowl to his lips, tilt his head slightly, and take a deliberate sip?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253500021994114 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253500021994114, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253500021994114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314266175031662, + 0.08510906994342804, + 0.032412927597761154, + 0.09700244665145874, + 0.02590290643274784, + 0.036685023456811905, + 0.36226457357406616, + 0.13133203983306885, + 0.031696829944849014, + 0.06616761535406113 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.01253500021994114 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_tensor([9668, 9668])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_tensor([9668, 9668])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3915e367e14864fdfa22bfdf0d7534f5ca0254c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_tensor([9668, 9668])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a level angle, slowly pans left, following a clown struggling forward. He wears a vibrant rainbow-hued afro wig, absurdly topped with an oversized blue bowler hat. His face is thickly smeared with white paint, and a dramatic red smile stretches from ear to ear, contrasting with his brow furrowed in intense concentration and his eyes widened. A painted-on blue teardrop dangles precariously beneath his right eye. He wears an extremely baggy, bright yellow jumpsuit covered in giant red and blue polka dots, and a cascading white ruffled neckpiece wraps around his neck. He is riding a shiny chrome unicycle, his legs laboriously pedaling in an uncoordinated yet determined rhythm, his upper body swaying violently from side to side in an effort to maintain balance, his arms fully extended, waving futilely in the air like wings. The bright afternoon sun shines on the wide asphalt road in the park, casting a vivid luster on his colorful clothes and dragging a clear shadow behind him that distorts and stretches as he sways. The whole scene unfolds in a joyful atmosphere full of comic tension.", + "seed": 22376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_9668_seed_22376_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14225472696125507, + "vlm_logprob": -0.14225472696125507, + "vlm_yes_no_margin": 2.6749999940395357, + "vlm_token_credit": -0.14225472696125507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12463002651929855 + ], + "opposite_logprob_tokens": [ + -2.2496299743652344 + ], + "logprob_reward": -0.12463002651929855, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12463002651929855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15002426505088806, + 0.124425008893013, + 0.11743132025003433, + 0.06971324235200882, + 0.0796252116560936, + 0.04594273120164871, + 0.19697651267051697, + 0.06673330813646317, + 0.12028728425502777, + 0.028841104358434677 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.12463002651929855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427383065223694 + ], + "opposite_logprob_tokens": [ + -0.9742738008499146 + ], + "logprob_reward": -0.47427383065223694, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47427383065223694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13695824146270752, + 0.12797386944293976, + 0.035610493272542953, + 0.08302837610244751, + 0.07655893266201019, + 0.04575270041823387, + 0.17817093431949615, + 0.13275913894176483, + 0.08998410403728485, + 0.09320313483476639 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.47427383065223694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370293974876404 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.03370293974876404, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370293974876404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08660618215799332, + 0.09133380651473999, + 0.07715654373168945, + 0.12836015224456787, + 0.32697683572769165, + 0.0811697468161583, + 0.08759091049432755, + 0.06311605125665665, + 0.014713415876030922, + 0.04297632351517677 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.03370293974876404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003659754991531 + ], + "opposite_logprob_tokens": [ + -2.6950366497039795 + ], + "logprob_reward": -0.07003659754991531, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003659754991531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10522859543561935, + 0.33292412757873535, + 0.03846171870827675, + 0.05804792791604996, + 0.06471863389015198, + 0.060319241136312485, + 0.066484235227108, + 0.11748017370700836, + 0.0637018084526062, + 0.09263341128826141 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07003659754991531 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630240336060524 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630240336060524, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630240336060524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17809371650218964, + 0.06380052119493484, + 0.17341524362564087, + 0.1270214319229126, + 0.09246610850095749, + 0.030173053964972496, + 0.08731602877378464, + 0.08134835958480835, + 0.12994876503944397, + 0.03641677647829056 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.008630240336060524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans left, following a clown struggling forward. He wears a vibrant rainbow-hued afro wig, absurdly topped with an oversized blue bowler hat. His face is thickly smeared with white paint, and a dramatic red smile stretches from ear to ear, contrasting with his brow furrowed in intense concentration and his eyes widened. A painted-on blue teardrop dangles precariously beneath his right eye. He wears an extremely baggy, bright yellow jumpsuit covered in giant red and blue polka dots, and a cascading white ruffled neckpiece wraps around his neck. He is riding a shiny chrome unicycle, his legs laboriously pedaling in an uncoordinated yet determined rhythm, his upper body swaying violently from side to side in an effort to maintain balance, his arms fully extended, waving futilely in the air like wings. The bright afternoon sun shines on the wide asphalt road in the park, casting a vivid luster on his colorful clothes and dragging a clear shadow behind him that distorts and stretches as he sways. The whole scene unfolds in a joyful atmosphere full of comic tension.", + "seed": 22377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_9668_seed_22377_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1265357406809926, + "vlm_logprob": -0.1265357406809926, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1265357406809926, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07575943320989609 + ], + "opposite_logprob_tokens": [ + -2.8257594108581543 + ], + "logprob_reward": -0.07575943320989609, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07575943320989609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02347615733742714, + 0.7668697834014893, + 0.014904548414051533, + 0.021262500435113907, + 0.010405127890408039, + 0.008658299222588539, + 0.01516345702111721, + 0.05782589688897133, + 0.07393713295459747, + 0.0074971201829612255 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.07575943320989609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47428208589553833 + ], + "opposite_logprob_tokens": [ + -0.9742820858955383 + ], + "logprob_reward": -0.47428208589553833, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47428208589553833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08595824986696243, + 0.23745650053024292, + 0.05387153849005699, + 0.03012065216898918, + 0.05126291513442993, + 0.024192389100790024, + 0.05365125462412834, + 0.04142657667398453, + 0.4001244008541107, + 0.021935520693659782 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.47428208589553833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350026950240135 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026350026950240135, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350026950240135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02725597657263279, + 0.7491816282272339, + 0.005553143564611673, + 0.005765229929238558, + 0.003444155678153038, + 0.0025412680115550756, + 0.029679492115974426, + 0.12158146500587463, + 0.0533028170466423, + 0.0016947960248216987 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.026350026950240135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866613447666168 + ], + "opposite_logprob_tokens": [ + -3.04866623878479 + ], + "logprob_reward": -0.04866613447666168, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866613447666168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0538315549492836, + 0.3565302789211273, + 0.016005249693989754, + 0.0360073484480381, + 0.018771206960082054, + 0.01107087079435587, + 0.03838258981704712, + 0.3018767535686493, + 0.15863941609859467, + 0.008884672075510025 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.04866613447666168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076210228726267815 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.0076210228726267815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076210228726267815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04300471022725105, + 0.8157216906547546, + 0.006074340548366308, + 0.007609626743942499, + 0.005584427621215582, + 0.017830466851592064, + 0.0113460011780262, + 0.04966185614466667, + 0.012255971319973469, + 0.03091084584593773 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0076210228726267815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans left, following a clown struggling forward. He wears a vibrant rainbow-hued afro wig, absurdly topped with an oversized blue bowler hat. His face is thickly smeared with white paint, and a dramatic red smile stretches from ear to ear, contrasting with his brow furrowed in intense concentration and his eyes widened. A painted-on blue teardrop dangles precariously beneath his right eye. He wears an extremely baggy, bright yellow jumpsuit covered in giant red and blue polka dots, and a cascading white ruffled neckpiece wraps around his neck. He is riding a shiny chrome unicycle, his legs laboriously pedaling in an uncoordinated yet determined rhythm, his upper body swaying violently from side to side in an effort to maintain balance, his arms fully extended, waving futilely in the air like wings. The bright afternoon sun shines on the wide asphalt road in the park, casting a vivid luster on his colorful clothes and dragging a clear shadow behind him that distorts and stretches as he sways. The whole scene unfolds in a joyful atmosphere full of comic tension.", + "seed": 22378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_9668_seed_22378_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14408299336209893, + "vlm_logprob": -0.14408299336209893, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.14408299336209893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07948809862136841 + ], + "opposite_logprob_tokens": [ + -2.7044880390167236 + ], + "logprob_reward": -0.07948809862136841, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07948809862136841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05796227231621742, + 0.10978514701128006, + 0.05858849361538887, + 0.09888581931591034, + 0.14336161315441132, + 0.049642495810985565, + 0.04330175369977951, + 0.05843278020620346, + 0.3370082378387451, + 0.043031349778175354 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.07948809862136841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523330569267273 + ], + "opposite_logprob_tokens": [ + -0.898330569267273 + ], + "logprob_reward": -0.523330569267273, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523330569267273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04725923389196396, + 0.7086206078529358, + 0.030515156686306, + 0.026562567800283432, + 0.03927015885710716, + 0.04853268340229988, + 0.02983618900179863, + 0.017070895060896873, + 0.03575216606259346, + 0.01658030040562153 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.523330569267273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294363170862198 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.023294363170862198, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294363170862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06650188565254211, + 0.09377421438694, + 0.1277916133403778, + 0.058962248265743256, + 0.09829192608594894, + 0.14700931310653687, + 0.027293378487229347, + 0.07558093219995499, + 0.283333957195282, + 0.021460428833961487 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.023294363170862198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905549347400665 + ], + "opposite_logprob_tokens": [ + -2.4640555381774902 + ], + "logprob_reward": -0.08905549347400665, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905549347400665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0525640994310379, + 0.3085668981075287, + 0.05887346714735031, + 0.08940929174423218, + 0.05794023722410202, + 0.06023319065570831, + 0.06718981266021729, + 0.04488957300782204, + 0.24009257555007935, + 0.0202407855540514 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.08905549347400665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246442276984453 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246442276984453, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246442276984453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17018181085586548, + 0.20358526706695557, + 0.0426679365336895, + 0.058829568326473236, + 0.10516738891601562, + 0.051559485495090485, + 0.02319968305528164, + 0.029165396466851234, + 0.2924681305885315, + 0.023175392299890518 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.005246442276984453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans left, following a clown struggling forward. He wears a vibrant rainbow-hued afro wig, absurdly topped with an oversized blue bowler hat. His face is thickly smeared with white paint, and a dramatic red smile stretches from ear to ear, contrasting with his brow furrowed in intense concentration and his eyes widened. A painted-on blue teardrop dangles precariously beneath his right eye. He wears an extremely baggy, bright yellow jumpsuit covered in giant red and blue polka dots, and a cascading white ruffled neckpiece wraps around his neck. He is riding a shiny chrome unicycle, his legs laboriously pedaling in an uncoordinated yet determined rhythm, his upper body swaying violently from side to side in an effort to maintain balance, his arms fully extended, waving futilely in the air like wings. The bright afternoon sun shines on the wide asphalt road in the park, casting a vivid luster on his colorful clothes and dragging a clear shadow behind him that distorts and stretches as he sways. The whole scene unfolds in a joyful atmosphere full of comic tension.", + "seed": 22379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_13/index_9668_seed_22379_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12909929733723402, + "vlm_logprob": -0.12909929733723402, + "vlm_yes_no_margin": 3.099999952316284, + "vlm_token_credit": -0.12909929733723402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07044097781181335 + ], + "opposite_logprob_tokens": [ + -2.9454410076141357 + ], + "logprob_reward": -0.07044097781181335, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07044097781181335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0831291675567627, + 0.0672958716750145, + 0.16404910385608673, + 0.07859139889478683, + 0.1401578038930893, + 0.03960384801030159, + 0.03898904472589493, + 0.041906390339136124, + 0.047749172896146774, + 0.29852819442749023 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.07044097781181335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474276065826416 + ], + "opposite_logprob_tokens": [ + -0.974276065826416 + ], + "logprob_reward": -0.474276065826416, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474276065826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11092060804367065, + 0.13415203988552094, + 0.0984174832701683, + 0.02975664846599102, + 0.34478864073753357, + 0.024161407724022865, + 0.10172069817781448, + 0.016887430101633072, + 0.04301027953624725, + 0.09618479758501053 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.474276065826416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22017313539981842, + 0.0486316904425621, + 0.15112294256687164, + 0.027108533307909966, + 0.36849522590637207, + 0.013877960853278637, + 0.08783600479364395, + 0.014388348907232285, + 0.04181657359004021, + 0.0265495628118515 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.018187187612056732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898327708244324 + ], + "opposite_logprob_tokens": [ + -2.5789833068847656 + ], + "logprob_reward": -0.07898327708244324, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898327708244324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09231126308441162, + 0.11848209798336029, + 0.12319591641426086, + 0.03800218924880028, + 0.21800044178962708, + 0.035651590675115585, + 0.2098357081413269, + 0.03545872122049332, + 0.0757150948047638, + 0.05334693565964699 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.07898327708244324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly panning left while following a clown struggling forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the clown wear a vibrant rainbow-hued afro wig topped with an oversized blue bowler hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the clown riding a shiny chrome unicycle with legs pedaling and an upper body swaying violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a wide asphalt road in a park under bright afternoon sun with a clear shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036089783534407616 + ], + "opposite_logprob_tokens": [ + -5.6286091804504395 + ], + "logprob_reward": -0.0036089783534407616, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036089783534407616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11067548394203186, + 0.06600832939147949, + 0.13997967541217804, + 0.10306429117918015, + 0.17342323064804077, + 0.04294627904891968, + 0.1370435208082199, + 0.026452943682670593, + 0.05325402691960335, + 0.14715227484703064 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.0036089783534407616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_tensor([8892, 8892])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_tensor([8892, 8892])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e28221cb0e69de44a66ba304bcb5112c33fd36cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_tensor([8892, 8892])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme wide-angle shot, trembling almost imperceptibly, simulates violent tectonic shifts, capturing the apocalyptic upheaval of a desolate alien world. Beneath a scarred sky swirling with purple and ochre clouds, the barren, amber-colored ground fractures violently, spiderweb-like cracks running across the wasteland before vast, glowing fissures tear open with catastrophic force. Dominating the horizon is a massive biomechanical foundation, an unholy fusion of petrified ivory-white bone and non-reflective obsidian-black metal. Its architecture defies human logic, with massive ribbed arches and towering spires scraping against the toxic clouds, their surfaces a disturbing blend of porous organic textures and cold alien metallurgy. As the ground tilts, the entire massive structure begins to groan and shift; the movements are agonizingly slow but immensely powerful, as the fused joints of bone and metal rub against each other, the entire base teetering precariously. A deafening, low-pitched protest echoes across the plain as the building tilts precariously, its immense weight causing the edges of the newly formed ravine to crumble. The scene is cast in the dim, eerie glow of a distant, dying sun, creating long, twisted shadows, while the fiery orange light from the cracks casts hellish highlights over the horrific forms of the base, creating a tense and awe-inspiring atmosphere of cosmic terror and imminent collapse.", + "seed": 30948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_8892_seed_30948_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011645553272683174, + "vlm_logprob": -0.011645553272683174, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.011645553272683174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023407910019159317 + ], + "opposite_logprob_tokens": [ + -4.023407936096191 + ], + "logprob_reward": -0.023407910019159317, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.023407910019159317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26993492245674133, + 0.06494514644145966, + 0.04853466525673866, + 0.08775857090950012, + 0.11993846297264099, + 0.1290508657693863, + 0.0656360313296318, + 0.06891201436519623, + 0.09549495577812195, + 0.04979432374238968 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.023407910019159317 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001719545223750174 + ], + "opposite_logprob_tokens": [ + -6.3767194747924805 + ], + "logprob_reward": -0.001719545223750174, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001719545223750174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25169798731803894, + 0.20215797424316406, + 0.06646664440631866, + 0.08791475743055344, + 0.07664281129837036, + 0.06397616118192673, + 0.05340125784277916, + 0.0665636658668518, + 0.07578303664922714, + 0.05539565160870552 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.001719545223750174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18656876683235168, + 0.1328420788049698, + 0.2024843841791153, + 0.08624152839183807, + 0.03654741123318672, + 0.04752501845359802, + 0.10382498800754547, + 0.0543709397315979, + 0.09650156646966934, + 0.0530933178961277 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008131535141728818 + ], + "opposite_logprob_tokens": [ + -7.125813007354736 + ], + "logprob_reward": -0.0008131535141728818, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008131535141728818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1172318160533905, + 0.12533365190029144, + 0.10808616876602173, + 0.08962879329919815, + 0.18170025944709778, + 0.1171574741601944, + 0.059214796870946884, + 0.044607412070035934, + 0.10568469017744064, + 0.05135497450828552 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0008131535141728818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633620984852314 + ], + "opposite_logprob_tokens": [ + -3.651336193084717 + ], + "logprob_reward": -0.02633620984852314, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633620984852314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12533019483089447, + 0.0555318258702755, + 0.12634463608264923, + 0.13461068272590637, + 0.14965836703777313, + 0.12409697473049164, + 0.08686085045337677, + 0.07061333954334259, + 0.07467809319496155, + 0.05227502062916756 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.02633620984852314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, trembling almost imperceptibly, simulates violent tectonic shifts, capturing the apocalyptic upheaval of a desolate alien world. Beneath a scarred sky swirling with purple and ochre clouds, the barren, amber-colored ground fractures violently, spiderweb-like cracks running across the wasteland before vast, glowing fissures tear open with catastrophic force. Dominating the horizon is a massive biomechanical foundation, an unholy fusion of petrified ivory-white bone and non-reflective obsidian-black metal. Its architecture defies human logic, with massive ribbed arches and towering spires scraping against the toxic clouds, their surfaces a disturbing blend of porous organic textures and cold alien metallurgy. As the ground tilts, the entire massive structure begins to groan and shift; the movements are agonizingly slow but immensely powerful, as the fused joints of bone and metal rub against each other, the entire base teetering precariously. A deafening, low-pitched protest echoes across the plain as the building tilts precariously, its immense weight causing the edges of the newly formed ravine to crumble. The scene is cast in the dim, eerie glow of a distant, dying sun, creating long, twisted shadows, while the fiery orange light from the cracks casts hellish highlights over the horrific forms of the base, creating a tense and awe-inspiring atmosphere of cosmic terror and imminent collapse.", + "seed": 30949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_8892_seed_30949_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010394210554659366, + "vlm_logprob": -0.010394210554659366, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.010394210554659366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029221342876553535 + ], + "opposite_logprob_tokens": [ + -3.779221296310425 + ], + "logprob_reward": -0.029221342876553535, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029221342876553535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11326204240322113, + 0.09878455102443695, + 0.0839664414525032, + 0.19761987030506134, + 0.06314591318368912, + 0.07521338760852814, + 0.1257953941822052, + 0.05060964450240135, + 0.06543156504631042, + 0.12617114186286926 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.029221342876553535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002831024117767811 + ], + "opposite_logprob_tokens": [ + -5.877830982208252 + ], + "logprob_reward": -0.002831024117767811, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002831024117767811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08877946436405182, + 0.08730926364660263, + 0.07513932138681412, + 0.06730717420578003, + 0.04451417550444603, + 0.09129595756530762, + 0.3244684934616089, + 0.06259384751319885, + 0.05812954902648926, + 0.10046274214982986 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.002831024117767811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067427014000713825 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.0067427014000713825, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067427014000713825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1321641057729721, + 0.10877612978219986, + 0.11715860664844513, + 0.14562709629535675, + 0.07308898121118546, + 0.07048395276069641, + 0.14847113192081451, + 0.051814258098602295, + 0.08218520879745483, + 0.07023053616285324 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0067427014000713825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006379238329827785 + ], + "opposite_logprob_tokens": [ + -7.375638008117676 + ], + "logprob_reward": -0.0006379238329827785, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006379238329827785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933143317699432, + 0.0927957147359848, + 0.16124838590621948, + 0.08905834704637527, + 0.12775880098342896, + 0.05982157960534096, + 0.11362266540527344, + 0.095345139503479, + 0.08977022767066956, + 0.08124770224094391 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.0006379238329827785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05904041603207588, + 0.035912975668907166, + 0.16405905783176422, + 0.15840449929237366, + 0.166525200009346, + 0.048492129892110825, + 0.053080033510923386, + 0.14540238678455353, + 0.05151968449354172, + 0.1175636425614357 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.012538060545921326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, trembling almost imperceptibly, simulates violent tectonic shifts, capturing the apocalyptic upheaval of a desolate alien world. Beneath a scarred sky swirling with purple and ochre clouds, the barren, amber-colored ground fractures violently, spiderweb-like cracks running across the wasteland before vast, glowing fissures tear open with catastrophic force. Dominating the horizon is a massive biomechanical foundation, an unholy fusion of petrified ivory-white bone and non-reflective obsidian-black metal. Its architecture defies human logic, with massive ribbed arches and towering spires scraping against the toxic clouds, their surfaces a disturbing blend of porous organic textures and cold alien metallurgy. As the ground tilts, the entire massive structure begins to groan and shift; the movements are agonizingly slow but immensely powerful, as the fused joints of bone and metal rub against each other, the entire base teetering precariously. A deafening, low-pitched protest echoes across the plain as the building tilts precariously, its immense weight causing the edges of the newly formed ravine to crumble. The scene is cast in the dim, eerie glow of a distant, dying sun, creating long, twisted shadows, while the fiery orange light from the cracks casts hellish highlights over the horrific forms of the base, creating a tense and awe-inspiring atmosphere of cosmic terror and imminent collapse.", + "seed": 30950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_8892_seed_30950_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012693525617942214, + "vlm_logprob": -0.012693525617942214, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.012693525617942214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03391188383102417 + ], + "opposite_logprob_tokens": [ + -3.658911943435669 + ], + "logprob_reward": -0.03391188383102417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03391188383102417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15657515823841095, + 0.06536950170993805, + 0.07467075437307358, + 0.046568360179662704, + 0.37552937865257263, + 0.08114436268806458, + 0.04723871871829033, + 0.07034904509782791, + 0.03619109094142914, + 0.04636363685131073 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03391188383102417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015235256869345903 + ], + "opposite_logprob_tokens": [ + -6.501523494720459 + ], + "logprob_reward": -0.0015235256869345903, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015235256869345903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20482976734638214, + 0.1605904996395111, + 0.11054208874702454, + 0.09425503760576248, + 0.1415742039680481, + 0.0709867998957634, + 0.02278224565088749, + 0.061659183353185654, + 0.039008937776088715, + 0.09377121925354004 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0015235256869345903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12817731499671936, + 0.07281359285116196, + 0.19366377592086792, + 0.14734157919883728, + 0.18979667127132416, + 0.06579601764678955, + 0.03736713528633118, + 0.045286573469638824, + 0.07363884896039963, + 0.04611848294734955 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007201223634183407 + ], + "opposite_logprob_tokens": [ + -7.250720024108887 + ], + "logprob_reward": -0.0007201223634183407, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007201223634183407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1699332445859909, + 0.09384392201900482, + 0.20975913107395172, + 0.10660184174776077, + 0.1154102236032486, + 0.10319012403488159, + 0.04563409835100174, + 0.0398399718105793, + 0.03687859699130058, + 0.07890880852937698 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0007201223634183407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057424932718277 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057424932718277, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057424932718277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06951477378606796, + 0.042937688529491425, + 0.09352614730596542, + 0.1601717472076416, + 0.23651981353759766, + 0.2526823580265045, + 0.055739663541316986, + 0.010530785657465458, + 0.044801823794841766, + 0.033575162291526794 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.02057424932718277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme wide-angle shot, trembling almost imperceptibly, simulates violent tectonic shifts, capturing the apocalyptic upheaval of a desolate alien world. Beneath a scarred sky swirling with purple and ochre clouds, the barren, amber-colored ground fractures violently, spiderweb-like cracks running across the wasteland before vast, glowing fissures tear open with catastrophic force. Dominating the horizon is a massive biomechanical foundation, an unholy fusion of petrified ivory-white bone and non-reflective obsidian-black metal. Its architecture defies human logic, with massive ribbed arches and towering spires scraping against the toxic clouds, their surfaces a disturbing blend of porous organic textures and cold alien metallurgy. As the ground tilts, the entire massive structure begins to groan and shift; the movements are agonizingly slow but immensely powerful, as the fused joints of bone and metal rub against each other, the entire base teetering precariously. A deafening, low-pitched protest echoes across the plain as the building tilts precariously, its immense weight causing the edges of the newly formed ravine to crumble. The scene is cast in the dim, eerie glow of a distant, dying sun, creating long, twisted shadows, while the fiery orange light from the cracks casts hellish highlights over the horrific forms of the base, creating a tense and awe-inspiring atmosphere of cosmic terror and imminent collapse.", + "seed": 30951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_14/index_8892_seed_30951_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01185650781262666, + "vlm_logprob": -0.01185650781262666, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.01185650781262666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018810458481311798 + ], + "opposite_logprob_tokens": [ + -4.268810272216797 + ], + "logprob_reward": -0.018810458481311798, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018810458481311798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21355226635932922, + 0.17398208379745483, + 0.14110752940177917, + 0.1380058228969574, + 0.062116142362356186, + 0.08962864428758621, + 0.06292527168989182, + 0.033508140593767166, + 0.049870505928993225, + 0.03530357405543327 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018810458481311798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013404440833255649 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013404440833255649, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013404440833255649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1644139587879181, + 0.08084281533956528, + 0.2271423637866974, + 0.05070503428578377, + 0.028459301218390465, + 0.10759184509515762, + 0.0858636274933815, + 0.07444994151592255, + 0.08846504986286163, + 0.09206613153219223 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0013404440833255649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12343282997608185, + 0.13053961098194122, + 0.2236575484275818, + 0.05421106517314911, + 0.09957952797412872, + 0.10592451691627502, + 0.06963209062814713, + 0.05757776275277138, + 0.0889650285243988, + 0.04648005962371826 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017138330731540918 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017138330731540918, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017138330731540918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1687995046377182, + 0.05528686195611954, + 0.1014774814248085, + 0.07083773612976074, + 0.043257854878902435, + 0.07191912829875946, + 0.0501706600189209, + 0.07480708509683609, + 0.24914906919002533, + 0.11429467797279358 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0017138330731540918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with an extreme wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world with barren, amber-colored ground and a scarred sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vast, glowing fissures visible tearing open in the ground with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive biomechanical structure dominating the horizon, composed of ivory-white bone and obsidian-black metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the massive structure tilt and shift slowly while the ground fractures beneath it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787907376885414 + ], + "opposite_logprob_tokens": [ + -3.529788017272949 + ], + "logprob_reward": -0.029787907376885414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787907376885414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16794215142726898, + 0.1462283879518509, + 0.08867328613996506, + 0.0863833799958229, + 0.11249963194131851, + 0.08176463842391968, + 0.0760827362537384, + 0.049731504172086716, + 0.10037445276975632, + 0.09031976759433746 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.029787907376885414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_tensor([3595, 3595])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_tensor([3595, 3595])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..389f64ae77455d1faa9dc591b82f71c0077b8726 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_tensor([3595, 3595])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, low-angle drone shot follows a knight as he gallops along the ruins of the ancient Great Wall. The knight is clad in a weathered, dark blue linen robe that flutters in the wind, revealing the hilt of a longsword slung across his back. His long, dark hair is simply tied up, a few strands whipped by the wind against his stern, angular face. He leans over and grips the reins, becoming one with the muscular, sweat-soaked dark brown steed beneath him. His hooves pound the massive, cracked, moss-covered stone bricks, sending up a cloud of yellow dust and rubble. The camera slowly zooms out, revealing the vast, majestic mountains in the background, silhouetted in varying shades against the golden sunset. The low-hanging sun casts long shadows on the city walls winding over the mountain ridge, giving the entire picture a warm and tragic tone. The dust in the air shimmers with golden particles in the light, creating a lonely, desolate and dynamic film atmosphere.", + "seed": 23807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_3595_seed_23807_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08655187264084815, + "vlm_logprob": -0.08655187264084815, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08655187264084815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10265893489122391 + ], + "opposite_logprob_tokens": [ + -2.352658987045288 + ], + "logprob_reward": -0.10265893489122391, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10265893489122391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08144884556531906, + 0.06326378881931305, + 0.10493244975805283, + 0.5563755631446838, + 0.035694580525159836, + 0.07960329204797745, + 0.023777388036251068, + 0.023305831477046013, + 0.01848500967025757, + 0.013113203458487988 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.10265893489122391 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636430785059929 + ], + "opposite_logprob_tokens": [ + -3.651364326477051 + ], + "logprob_reward": -0.02636430785059929, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636430785059929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03577842190861702, + 0.028687618672847748, + 0.019763199612498283, + 0.7412519454956055, + 0.028461573645472527, + 0.04018934443593025, + 0.02019958756864071, + 0.03501322865486145, + 0.037381358444690704, + 0.013273756951093674 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.02636430785059929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304707050323486 + ], + "opposite_logprob_tokens": [ + -3.1680469512939453 + ], + "logprob_reward": -0.04304707050323486, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304707050323486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014529227279126644, + 0.02621660754084587, + 0.014625010080635548, + 0.8735791444778442, + 0.013197248801589012, + 0.03426877781748772, + 0.005644956137984991, + 0.004055033437907696, + 0.007589899469166994, + 0.00629411730915308 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.04304707050323486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205597281455994 + ], + "opposite_logprob_tokens": [ + -1.5020560026168823 + ], + "logprob_reward": -0.25205597281455994, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205597281455994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04266777262091637, + 0.047138188034296036, + 0.10748478770256042, + 0.6650262475013733, + 0.0313786119222641, + 0.030163047835230827, + 0.008134899660944939, + 0.022907555103302002, + 0.034046757966279984, + 0.011052114889025688 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.25205597281455994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633077144622803 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633077144622803, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633077144622803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.139347106218338, + 0.14706537127494812, + 0.04006221145391464, + 0.21720823645591736, + 0.029845431447029114, + 0.11231935024261475, + 0.027105728164315224, + 0.049170948565006256, + 0.19799189269542694, + 0.03988377004861832 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.008633077144622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, low-angle drone shot follows a knight as he gallops along the ruins of the ancient Great Wall. The knight is clad in a weathered, dark blue linen robe that flutters in the wind, revealing the hilt of a longsword slung across his back. His long, dark hair is simply tied up, a few strands whipped by the wind against his stern, angular face. He leans over and grips the reins, becoming one with the muscular, sweat-soaked dark brown steed beneath him. His hooves pound the massive, cracked, moss-covered stone bricks, sending up a cloud of yellow dust and rubble. The camera slowly zooms out, revealing the vast, majestic mountains in the background, silhouetted in varying shades against the golden sunset. The low-hanging sun casts long shadows on the city walls winding over the mountain ridge, giving the entire picture a warm and tragic tone. The dust in the air shimmers with golden particles in the light, creating a lonely, desolate and dynamic film atmosphere.", + "seed": 23808, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_3595_seed_23808_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10527138030156494, + "vlm_logprob": -0.10527138030156494, + "vlm_yes_no_margin": 2.999999988079071, + "vlm_token_credit": -0.10527138030156494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10330774635076523 + ], + "opposite_logprob_tokens": [ + -2.3533077239990234 + ], + "logprob_reward": -0.10330774635076523, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10330774635076523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07354354113340378, + 0.027595674619078636, + 0.025336306542158127, + 0.05332600697875023, + 0.03426269069314003, + 0.029486844316124916, + 0.09347455948591232, + 0.039107006043195724, + 0.5780370831489563, + 0.04583027958869934 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.10330774635076523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486721508204937 + ], + "opposite_logprob_tokens": [ + -3.0486721992492676 + ], + "logprob_reward": -0.0486721508204937, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486721508204937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1036517322063446, + 0.06394622474908829, + 0.03631693869829178, + 0.08965358138084412, + 0.0610421784222126, + 0.0263851098716259, + 0.14024318754673004, + 0.04451141133904457, + 0.3065797686576843, + 0.12766990065574646 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.0486721508204937 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817571558058262 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817571558058262, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817571558058262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11567837744951248, + 0.0253929253667593, + 0.021825900301337242, + 0.030895963311195374, + 0.017892859876155853, + 0.017598409205675125, + 0.07471872121095657, + 0.018578846007585526, + 0.6082484722137451, + 0.06916951388120651 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.01817571558058262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485756516456604 + ], + "opposite_logprob_tokens": [ + -1.2235755920410156 + ], + "logprob_reward": -0.3485756516456604, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3485756516456604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570349782705307, + 0.04296961426734924, + 0.04505506157875061, + 0.04903831332921982, + 0.06016726419329643, + 0.056463152170181274, + 0.1835850030183792, + 0.05039919167757034, + 0.3268081843852997, + 0.0284791998565197 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.3485756516456604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09937472641468048, + 0.026002898812294006, + 0.013714899308979511, + 0.026283927261829376, + 0.016275910660624504, + 0.02264062874019146, + 0.056350234895944595, + 0.020493226125836372, + 0.6162705421447754, + 0.10259295254945755 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.007625637110322714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, low-angle drone shot follows a knight as he gallops along the ruins of the ancient Great Wall. The knight is clad in a weathered, dark blue linen robe that flutters in the wind, revealing the hilt of a longsword slung across his back. His long, dark hair is simply tied up, a few strands whipped by the wind against his stern, angular face. He leans over and grips the reins, becoming one with the muscular, sweat-soaked dark brown steed beneath him. His hooves pound the massive, cracked, moss-covered stone bricks, sending up a cloud of yellow dust and rubble. The camera slowly zooms out, revealing the vast, majestic mountains in the background, silhouetted in varying shades against the golden sunset. The low-hanging sun casts long shadows on the city walls winding over the mountain ridge, giving the entire picture a warm and tragic tone. The dust in the air shimmers with golden particles in the light, creating a lonely, desolate and dynamic film atmosphere.", + "seed": 23809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_3595_seed_23809_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07775998180732131, + "vlm_logprob": -0.07775998180732131, + "vlm_yes_no_margin": 3.0999999761581423, + "vlm_token_credit": -0.07775998180732131, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12812694907188416 + ], + "opposite_logprob_tokens": [ + -2.128126859664917 + ], + "logprob_reward": -0.12812694907188416, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12812694907188416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08263076096773148, + 0.04055425897240639, + 0.06641144305467606, + 0.28123101592063904, + 0.02476157434284687, + 0.05078143998980522, + 0.19981858134269714, + 0.20124632120132446, + 0.03297126665711403, + 0.01959335058927536 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.12812694907188416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109809160232544 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.038109809160232544, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109809160232544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04737909883260727, + 0.03228992596268654, + 0.02424098737537861, + 0.04943932965397835, + 0.03995015472173691, + 0.03417736664414406, + 0.3626015782356262, + 0.28983598947525024, + 0.03648165613412857, + 0.08360385149717331 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.038109809160232544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038084447383880615 + ], + "opposite_logprob_tokens": [ + -3.2880845069885254 + ], + "logprob_reward": -0.038084447383880615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038084447383880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23873227834701538, + 0.08670174330472946, + 0.0963030457496643, + 0.05601203069090843, + 0.10102088749408722, + 0.07100285589694977, + 0.1610557734966278, + 0.08989125490188599, + 0.02299467660486698, + 0.07628541439771652 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.038084447383880615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984434962272644 + ], + "opposite_logprob_tokens": [ + -1.8048443794250488 + ], + "logprob_reward": -0.17984434962272644, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984434962272644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494409143924713, + 0.030578041449189186, + 0.027298562228679657, + 0.09532377868890762, + 0.05493622645735741, + 0.09203151613473892, + 0.18308943510055542, + 0.2749648094177246, + 0.023839104920625687, + 0.06849762052297592 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.17984434962272644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634353797882795 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634353797882795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634353797882795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23216411471366882, + 0.05092274397611618, + 0.06377294659614563, + 0.12575343251228333, + 0.2996014356613159, + 0.054550543427467346, + 0.015919765457510948, + 0.05880367010831833, + 0.01938793435692787, + 0.07912338525056839 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.004634353797882795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, low-angle drone shot follows a knight as he gallops along the ruins of the ancient Great Wall. The knight is clad in a weathered, dark blue linen robe that flutters in the wind, revealing the hilt of a longsword slung across his back. His long, dark hair is simply tied up, a few strands whipped by the wind against his stern, angular face. He leans over and grips the reins, becoming one with the muscular, sweat-soaked dark brown steed beneath him. His hooves pound the massive, cracked, moss-covered stone bricks, sending up a cloud of yellow dust and rubble. The camera slowly zooms out, revealing the vast, majestic mountains in the background, silhouetted in varying shades against the golden sunset. The low-hanging sun casts long shadows on the city walls winding over the mountain ridge, giving the entire picture a warm and tragic tone. The dust in the air shimmers with golden particles in the light, creating a lonely, desolate and dynamic film atmosphere.", + "seed": 23810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_15/index_3595_seed_23810_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2506787611171603, + "vlm_logprob": -0.2506787611171603, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.2506787611171603, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05109229311347008 + ], + "opposite_logprob_tokens": [ + -3.0510923862457275 + ], + "logprob_reward": -0.05109229311347008, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05109229311347008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26151663064956665, + 0.14893820881843567, + 0.06615552306175232, + 0.18647220730781555, + 0.123654305934906, + 0.031476981937885284, + 0.049794238060712814, + 0.035853203386068344, + 0.06279226392507553, + 0.03334646672010422 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05109229311347008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033716656267642975 + ], + "opposite_logprob_tokens": [ + -3.4087166786193848 + ], + "logprob_reward": -0.033716656267642975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033716656267642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22103166580200195, + 0.07971767336130142, + 0.07016251981258392, + 0.06649303436279297, + 0.13458041846752167, + 0.10345834493637085, + 0.032559432089328766, + 0.08314933627843857, + 0.11651600897312164, + 0.092331662774086 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.033716656267642975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026331333443522453 + ], + "opposite_logprob_tokens": [ + -3.6513314247131348 + ], + "logprob_reward": -0.026331333443522453, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026331333443522453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4573120176792145, + 0.1336154043674469, + 0.0840192511677742, + 0.07731333374977112, + 0.05681920051574707, + 0.03676336631178856, + 0.05166875571012497, + 0.03340866416692734, + 0.03549821302294731, + 0.033581770956516266 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026331333443522453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370000839233398 + ], + "opposite_logprob_tokens": [ + -0.38700005412101746 + ], + "logprob_reward": -1.1370000839233398, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370000839233398, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5111691355705261, + 0.10804758965969086, + 0.026519613340497017, + 0.047790929675102234, + 0.10518867522478104, + 0.017593178898096085, + 0.03244159743189812, + 0.03109043836593628, + 0.05059031397104263, + 0.06956861168146133 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -1.1370000839233398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight riding a dark brown steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a weathered dark blue linen robe with a longsword hilt visible on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of the ancient Great Wall with massive cracked moss-covered stone bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle shot and slowly zoom out to reveal mountains in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a golden sunset casting long shadows and creating yellow dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253438837826252 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253438837826252, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253438837826252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5156629085540771, + 0.11309069395065308, + 0.04170246049761772, + 0.04723961278796196, + 0.0946769118309021, + 0.027354946359992027, + 0.020008010789752007, + 0.05079147592186928, + 0.034964416176080704, + 0.05450857803225517 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005253438837826252 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_tensor([7201, 7201])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_tensor([7201, 7201])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd4add58e878121fde215db54f8b525562717255 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_tensor([7201, 7201])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, shot from a slightly tilted angle, the camera remains still, focusing on a red apple suspended from a gnarled, mossy branch. The apple, perfectly spherical and with a rich, vibrant crimson skin, is dotted with shimmering dewdrops on its smooth surface, each one acting like a miniature magnifying glass, reflecting the surrounding light. As an invisible breeze sweeps by, the apple, its short, firm, dark brown stalk, begins to sway rhythmically and gently. This movement causes the dewdrops on its surface to roll gracefully and slowly, gliding along the apple's smooth curves. Some coalesce into larger droplets, shimmering in their movement. The first soft rays of morning sunlight, filtering through the blurred emerald green leaves in the background, strike the apple, casting a warm golden highlight on one side while casting the other in soft shadow. Each rolling dewdrop captures and shimmers captivatingly, creating an atmosphere of profound tranquility, freshness, and vitality.", + "seed": 22011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_7201_seed_22011_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23010898660868406, + "vlm_logprob": -0.23010898660868406, + "vlm_yes_no_margin": 2.4000000238418577, + "vlm_token_credit": -0.23010898660868406, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011734743602573872 + ], + "opposite_logprob_tokens": [ + -4.511734962463379 + ], + "logprob_reward": -0.011734743602573872, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011734743602573872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12554557621479034, + 0.05156631022691727, + 0.06091524288058281, + 0.12141627818346024, + 0.06920801848173141, + 0.23170100152492523, + 0.03960778936743736, + 0.15726511180400848, + 0.07023388147354126, + 0.07254080474376678 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.011734743602573872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558388113975525 + ], + "opposite_logprob_tokens": [ + -1.6005839109420776 + ], + "logprob_reward": -0.22558388113975525, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558388113975525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09435354173183441, + 0.07754188030958176, + 0.06492285430431366, + 0.2297964245080948, + 0.057967763394117355, + 0.13160161674022675, + 0.03444391489028931, + 0.13689526915550232, + 0.1438455879688263, + 0.02863113395869732 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.22558388113975525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286008477210999 + ], + "opposite_logprob_tokens": [ + -2.017860174179077 + ], + "logprob_reward": -0.14286008477210999, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14286008477210999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15232856571674347, + 0.09130266308784485, + 0.11168486624956131, + 0.09360338002443314, + 0.09812973439693451, + 0.2348404824733734, + 0.03929371014237404, + 0.07898569852113724, + 0.04368026182055473, + 0.056150615215301514 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.14286008477210999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578176856040955 + ], + "opposite_logprob_tokens": [ + -0.6328176856040955 + ], + "logprob_reward": -0.7578176856040955, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578176856040955, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11138544976711273, + 0.04810182377696037, + 0.09507157653570175, + 0.07615326344966888, + 0.052884288132190704, + 0.16486713290214539, + 0.06357770413160324, + 0.06975327432155609, + 0.15964272618293762, + 0.15856271982192993 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.7578176856040955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254853792488575 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.01254853792488575, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254853792488575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09897248446941376, + 0.09413135051727295, + 0.08376657217741013, + 0.1878284513950348, + 0.06605084240436554, + 0.11180046200752258, + 0.10597900301218033, + 0.10845091193914413, + 0.07041836529970169, + 0.07260158658027649 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.01254853792488575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot from a slightly tilted angle, the camera remains still, focusing on a red apple suspended from a gnarled, mossy branch. The apple, perfectly spherical and with a rich, vibrant crimson skin, is dotted with shimmering dewdrops on its smooth surface, each one acting like a miniature magnifying glass, reflecting the surrounding light. As an invisible breeze sweeps by, the apple, its short, firm, dark brown stalk, begins to sway rhythmically and gently. This movement causes the dewdrops on its surface to roll gracefully and slowly, gliding along the apple's smooth curves. Some coalesce into larger droplets, shimmering in their movement. The first soft rays of morning sunlight, filtering through the blurred emerald green leaves in the background, strike the apple, casting a warm golden highlight on one side while casting the other in soft shadow. Each rolling dewdrop captures and shimmers captivatingly, creating an atmosphere of profound tranquility, freshness, and vitality.", + "seed": 22012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_7201_seed_22012_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1350545547902584, + "vlm_logprob": -0.1350545547902584, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1350545547902584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00898544117808342 + ], + "opposite_logprob_tokens": [ + -4.88398551940918 + ], + "logprob_reward": -0.00898544117808342, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00898544117808342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12619155645370483, + 0.04340198636054993, + 0.02007644809782505, + 0.046778663992881775, + 0.06277427822351456, + 0.07143677771091461, + 0.05034170672297478, + 0.171458899974823, + 0.24122194945812225, + 0.16631777584552765 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.00898544117808342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990121245384216 + ], + "opposite_logprob_tokens": [ + -1.8049012422561646 + ], + "logprob_reward": -0.17990121245384216, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990121245384216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08415710180997849, + 0.019020168110728264, + 0.027228839695453644, + 0.03896794095635414, + 0.03729589655995369, + 0.1389300525188446, + 0.08999858796596527, + 0.04517754912376404, + 0.35973861813545227, + 0.15948531031608582 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.17990121245384216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521462142467499 + ], + "opposite_logprob_tokens": [ + -1.5021462440490723 + ], + "logprob_reward": -0.2521462142467499, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521462142467499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1859796643257141, + 0.11033548414707184, + 0.054891712963581085, + 0.058057017624378204, + 0.0700133815407753, + 0.08946777880191803, + 0.03608066961169243, + 0.0942564308643341, + 0.032101601362228394, + 0.2688162922859192 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2521462142467499 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559311985969543 + ], + "opposite_logprob_tokens": [ + -1.600593090057373 + ], + "logprob_reward": -0.22559311985969543, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559311985969543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785497307777405, + 0.05586946755647659, + 0.030821308493614197, + 0.0955437421798706, + 0.03435438126325607, + 0.14716288447380066, + 0.10440924763679504, + 0.05127517506480217, + 0.14766007661819458, + 0.054353997111320496 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.22559311985969543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646786212921143 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646786212921143, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646786212921143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24548009037971497, + 0.09101992845535278, + 0.035040274262428284, + 0.03569481149315834, + 0.03872821852564812, + 0.0757245197892189, + 0.056621141731739044, + 0.06980174779891968, + 0.18226242065429688, + 0.16962678730487823 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.008646786212921143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot from a slightly tilted angle, the camera remains still, focusing on a red apple suspended from a gnarled, mossy branch. The apple, perfectly spherical and with a rich, vibrant crimson skin, is dotted with shimmering dewdrops on its smooth surface, each one acting like a miniature magnifying glass, reflecting the surrounding light. As an invisible breeze sweeps by, the apple, its short, firm, dark brown stalk, begins to sway rhythmically and gently. This movement causes the dewdrops on its surface to roll gracefully and slowly, gliding along the apple's smooth curves. Some coalesce into larger droplets, shimmering in their movement. The first soft rays of morning sunlight, filtering through the blurred emerald green leaves in the background, strike the apple, casting a warm golden highlight on one side while casting the other in soft shadow. Each rolling dewdrop captures and shimmers captivatingly, creating an atmosphere of profound tranquility, freshness, and vitality.", + "seed": 22013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_7201_seed_22013_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23179136775434017, + "vlm_logprob": -0.23179136775434017, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.23179136775434017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008687795139849186 + ], + "opposite_logprob_tokens": [ + -4.883687973022461 + ], + "logprob_reward": -0.008687795139849186, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008687795139849186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07016865909099579, + 0.30613020062446594, + 0.1836741417646408, + 0.06795314699411392, + 0.07604021579027176, + 0.06494427472352982, + 0.04403369128704071, + 0.026092536747455597, + 0.0358978733420372, + 0.12506525218486786 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.008687795139849186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558407485485077 + ], + "opposite_logprob_tokens": [ + -1.6005840301513672 + ], + "logprob_reward": -0.22558407485485077, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558407485485077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09320507943630219, + 0.20070064067840576, + 0.08013308793306351, + 0.08619970828294754, + 0.24567338824272156, + 0.1124243289232254, + 0.04726097360253334, + 0.04537751525640488, + 0.0524437241256237, + 0.03658156096935272 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.22558407485485077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871140480041504 + ], + "opposite_logprob_tokens": [ + -1.1371140480041504 + ], + "logprob_reward": -0.3871140480041504, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871140480041504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08262671530246735, + 0.1145867109298706, + 0.16033850610256195, + 0.1019466370344162, + 0.014626769348978996, + 0.08619693666696548, + 0.04283957555890083, + 0.05121278762817383, + 0.04854289069771767, + 0.29708245396614075 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.3871140480041504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233624577522278 + ], + "opposite_logprob_tokens": [ + -0.8983624577522278 + ], + "logprob_reward": -0.5233624577522278, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233624577522278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10487238317728043, + 0.3413332402706146, + 0.12263518571853638, + 0.06735383719205856, + 0.04426281154155731, + 0.06810957193374634, + 0.03431959077715874, + 0.04455021768808365, + 0.04085004702210426, + 0.1317131668329239 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.5233624577522278 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06848148256540298, + 0.24045760929584503, + 0.04930395632982254, + 0.03995245322585106, + 0.3074939250946045, + 0.09369969367980957, + 0.04710334539413452, + 0.03253753110766411, + 0.034261371940374374, + 0.08670860528945923 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.01420846302062273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot from a slightly tilted angle, the camera remains still, focusing on a red apple suspended from a gnarled, mossy branch. The apple, perfectly spherical and with a rich, vibrant crimson skin, is dotted with shimmering dewdrops on its smooth surface, each one acting like a miniature magnifying glass, reflecting the surrounding light. As an invisible breeze sweeps by, the apple, its short, firm, dark brown stalk, begins to sway rhythmically and gently. This movement causes the dewdrops on its surface to roll gracefully and slowly, gliding along the apple's smooth curves. Some coalesce into larger droplets, shimmering in their movement. The first soft rays of morning sunlight, filtering through the blurred emerald green leaves in the background, strike the apple, casting a warm golden highlight on one side while casting the other in soft shadow. Each rolling dewdrop captures and shimmers captivatingly, creating an atmosphere of profound tranquility, freshness, and vitality.", + "seed": 22014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_2/index_7201_seed_22014_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1614577343687415, + "vlm_logprob": -0.1614577343687415, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1614577343687415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007475852966308594 + ], + "opposite_logprob_tokens": [ + -5.132475852966309 + ], + "logprob_reward": -0.007475852966308594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007475852966308594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5754972100257874, + 0.04060705006122589, + 0.0337817519903183, + 0.01890827901661396, + 0.071778304874897, + 0.15574313700199127, + 0.031199723482131958, + 0.016206111758947372, + 0.03183453157544136, + 0.02444392815232277 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.007475852966308594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557969391345978 + ], + "opposite_logprob_tokens": [ + -1.6005797386169434 + ], + "logprob_reward": -0.22557969391345978, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557969391345978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15063561499118805, + 0.06001045182347298, + 0.036501236259937286, + 0.051679834723472595, + 0.2781486511230469, + 0.19787566363811493, + 0.1539459079504013, + 0.031111160293221474, + 0.021725980564951897, + 0.018365534022450447 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.22557969391345978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213202834129333 + ], + "opposite_logprob_tokens": [ + -1.5021320581436157 + ], + "logprob_reward": -0.25213202834129333, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213202834129333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5315887928009033, + 0.054502490907907486, + 0.07446688413619995, + 0.019962472841143608, + 0.0885683000087738, + 0.16711272299289703, + 0.020455121994018555, + 0.008445695042610168, + 0.013183343224227428, + 0.02171408385038376 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.25213202834129333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134589195251465 + ], + "opposite_logprob_tokens": [ + -1.3134589195251465 + ], + "logprob_reward": -0.3134589195251465, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134589195251465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47699159383773804, + 0.030362088233232498, + 0.03685954958200455, + 0.033471088856458664, + 0.05499514192342758, + 0.29257410764694214, + 0.02373873069882393, + 0.011572121642529964, + 0.01284770481288433, + 0.026587840169668198 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.3134589195251465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a red apple suspended from a gnarled, mossy branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly tilted and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple have a perfectly spherical shape with vibrant crimson skin dotted with shimmering dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple sway rhythmically while the dewdrops roll and coalesce on its surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft morning sunlight filtering through blurred emerald green leaves, casting a warm golden highlight and soft shadow on the apple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.725449800491333, + 0.0276151392608881, + 0.03168201819062233, + 0.016744231805205345, + 0.04475878179073334, + 0.08205635845661163, + 0.017253264784812927, + 0.01053027343004942, + 0.010527321137487888, + 0.03338279947638512 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.00864217709749937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_tensor([2205, 2205])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_tensor([2205, 2205])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0a663a8fe5321562ad781a39b166f05c27d53703 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_tensor([2205, 2205])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera smoothly follows and locks onto the magnificent head of the mythical bird, Suzaku. Each of its feathers is insubstantial, a fusion of blazing vermilion light and vibrant golden flames, forming a flaming, ever-shifting crest. Its eyes, like two miniature stars, burn with pure golden light, revealing an ancient and majestic divinity. Its beak, sharp and pure, is composed of crystallized light, gleaming like a diamond. The background is the vast expanse of space, filled with slowly rotating nebulae composed of deep purple and indigo gas, within which countless tiny stars twinkle like dust. Suzaku gracefully raises its slender neck, its light-forged beak slowly opening, and utters a cry that resounds through the heavens yet carries visually through the vacuum of space. A golden, circular wave of energy suddenly emanates from its mouth, instantly illuminating the surrounding nebula. At the climax of this chirping, its body, composed entirely of flames and light, began to become illusory and translucent, its fiery outline gradually dissolved and blurred, and finally merged perfectly with the surrounding colorful nebula. Through its almost transparent body, one can clearly see the distant stars and dust belts slowly flowing behind it, creating a grand, sacred visual illusion that swayed between reality and illusion, full of ethereality and awe.", + "seed": 14669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_2205_seed_14669_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03553678635507822, + "vlm_logprob": -0.03553678635507822, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03553678635507822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05651324987411499 + ], + "opposite_logprob_tokens": [ + -2.9315133094787598 + ], + "logprob_reward": -0.05651324987411499, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05651324987411499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09094582498073578, + 0.12467865645885468, + 0.19031448662281036, + 0.26418185234069824, + 0.05569981038570404, + 0.06924883276224136, + 0.02949235588312149, + 0.04762611538171768, + 0.0659688413143158, + 0.06184328347444534 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.05651324987411499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962442606687546 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962442606687546, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962442606687546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09985822439193726, + 0.12052290886640549, + 0.1526489406824112, + 0.19743068516254425, + 0.07709192484617233, + 0.11439120769500732, + 0.04222985357046127, + 0.041930850595235825, + 0.08225424587726593, + 0.07164116948843002 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.005962442606687546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498182773590088 + ], + "opposite_logprob_tokens": [ + -2.9299817085266113 + ], + "logprob_reward": -0.05498182773590088, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498182773590088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08120027184486389, + 0.15917718410491943, + 0.1831141859292984, + 0.14504128694534302, + 0.08746836334466934, + 0.10985981673002243, + 0.019007645547389984, + 0.06392530351877213, + 0.08253539353609085, + 0.06867053359746933 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.05498182773590088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256996490061283 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005256996490061283, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256996490061283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1486390382051468, + 0.15067236125469208, + 0.17109042406082153, + 0.05573519319295883, + 0.0448414646089077, + 0.057661134749650955, + 0.05311498045921326, + 0.0368889681994915, + 0.10587307065725327, + 0.17548339068889618 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.005256996490061283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054969415068626404 + ], + "opposite_logprob_tokens": [ + -2.929969310760498 + ], + "logprob_reward": -0.054969415068626404, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054969415068626404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11740362644195557, + 0.10132712125778198, + 0.11310869455337524, + 0.09421032667160034, + 0.12302464991807938, + 0.06136668846011162, + 0.043370701372623444, + 0.08799427002668381, + 0.12528730928897858, + 0.1329066902399063 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.054969415068626404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera smoothly follows and locks onto the magnificent head of the mythical bird, Suzaku. Each of its feathers is insubstantial, a fusion of blazing vermilion light and vibrant golden flames, forming a flaming, ever-shifting crest. Its eyes, like two miniature stars, burn with pure golden light, revealing an ancient and majestic divinity. Its beak, sharp and pure, is composed of crystallized light, gleaming like a diamond. The background is the vast expanse of space, filled with slowly rotating nebulae composed of deep purple and indigo gas, within which countless tiny stars twinkle like dust. Suzaku gracefully raises its slender neck, its light-forged beak slowly opening, and utters a cry that resounds through the heavens yet carries visually through the vacuum of space. A golden, circular wave of energy suddenly emanates from its mouth, instantly illuminating the surrounding nebula. At the climax of this chirping, its body, composed entirely of flames and light, began to become illusory and translucent, its fiery outline gradually dissolved and blurred, and finally merged perfectly with the surrounding colorful nebula. Through its almost transparent body, one can clearly see the distant stars and dust belts slowly flowing behind it, creating a grand, sacred visual illusion that swayed between reality and illusion, full of ethereality and awe.", + "seed": 14670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_2205_seed_14670_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013175498507916928, + "vlm_logprob": -0.013175498507916928, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.013175498507916928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027310485020279884 + ], + "opposite_logprob_tokens": [ + -3.652310371398926 + ], + "logprob_reward": -0.027310485020279884, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027310485020279884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07501791417598724, + 0.06398472189903259, + 0.16498930752277374, + 0.10696926712989807, + 0.01579616405069828, + 0.2501029372215271, + 0.030215978622436523, + 0.019314326345920563, + 0.10045484453439713, + 0.1731545478105545 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.027310485020279884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004109510220587254 + ], + "opposite_logprob_tokens": [ + -5.5041093826293945 + ], + "logprob_reward": -0.004109510220587254, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004109510220587254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055694252252578735, + 0.03685064613819122, + 0.12259184569120407, + 0.03933882713317871, + 0.01032651960849762, + 0.37426087260246277, + 0.09457642585039139, + 0.06155246123671532, + 0.07011851668357849, + 0.134689599275589 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.004109510220587254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097519442439079 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097519442439079, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097519442439079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042762644588947296, + 0.02100396156311035, + 0.029929136857390404, + 0.02381766028702259, + 0.017751021310687065, + 0.4249964952468872, + 0.1995689570903778, + 0.07988855987787247, + 0.05319606885313988, + 0.10708538442850113 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.004097519442439079 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781407192349434 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781407192349434, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781407192349434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03352365270256996, + 0.04117312654852867, + 0.021150019019842148, + 0.02805210091173649, + 0.016325535252690315, + 0.6776692867279053, + 0.11202739179134369, + 0.010284800082445145, + 0.016538212075829506, + 0.043255891650915146 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.009781407192349434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578570663928986 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578570663928986, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578570663928986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08487451076507568, + 0.06341906636953354, + 0.12733207643032074, + 0.04610270634293556, + 0.037989430129528046, + 0.04420413076877594, + 0.20271217823028564, + 0.07175158709287643, + 0.14338187873363495, + 0.17823249101638794 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.020578570663928986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera smoothly follows and locks onto the magnificent head of the mythical bird, Suzaku. Each of its feathers is insubstantial, a fusion of blazing vermilion light and vibrant golden flames, forming a flaming, ever-shifting crest. Its eyes, like two miniature stars, burn with pure golden light, revealing an ancient and majestic divinity. Its beak, sharp and pure, is composed of crystallized light, gleaming like a diamond. The background is the vast expanse of space, filled with slowly rotating nebulae composed of deep purple and indigo gas, within which countless tiny stars twinkle like dust. Suzaku gracefully raises its slender neck, its light-forged beak slowly opening, and utters a cry that resounds through the heavens yet carries visually through the vacuum of space. A golden, circular wave of energy suddenly emanates from its mouth, instantly illuminating the surrounding nebula. At the climax of this chirping, its body, composed entirely of flames and light, began to become illusory and translucent, its fiery outline gradually dissolved and blurred, and finally merged perfectly with the surrounding colorful nebula. Through its almost transparent body, one can clearly see the distant stars and dust belts slowly flowing behind it, creating a grand, sacred visual illusion that swayed between reality and illusion, full of ethereality and awe.", + "seed": 14671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_2205_seed_14671_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01225370829924941, + "vlm_logprob": -0.01225370829924941, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.01225370829924941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01781088300049305 + ], + "opposite_logprob_tokens": [ + -4.142810821533203 + ], + "logprob_reward": -0.01781088300049305, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01781088300049305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18676605820655823, + 0.02885490097105503, + 0.05394095927476883, + 0.03879479691386223, + 0.07216010242700577, + 0.05648269131779671, + 0.05028515309095383, + 0.08720718324184418, + 0.0833171159029007, + 0.34219101071357727 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01781088300049305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003204688895493746 + ], + "opposite_logprob_tokens": [ + -5.753204822540283 + ], + "logprob_reward": -0.003204688895493746, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003204688895493746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1375611424446106, + 0.020381243899464607, + 0.02429565228521824, + 0.03204231336712837, + 0.03298002853989601, + 0.05560944601893425, + 0.12979578971862793, + 0.1451665610074997, + 0.25510677695274353, + 0.16706104576587677 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.003204688895493746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028206822462379932 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028206822462379932, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028206822462379932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13136209547519684, + 0.0568084679543972, + 0.2712732255458832, + 0.059798020869493484, + 0.02405773475766182, + 0.015366650186479092, + 0.03408404812216759, + 0.03541313111782074, + 0.10856609046459198, + 0.2632705569267273 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0028206822462379932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11056498438119888, + 0.02238055318593979, + 0.029065921902656555, + 0.04430309310555458, + 0.03931368887424469, + 0.049450621008872986, + 0.053344275802373886, + 0.06888633221387863, + 0.4526306390762329, + 0.1300598531961441 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00763084227219224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801445081830025 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801445081830025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801445081830025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19371628761291504, + 0.04902515187859535, + 0.05897325277328491, + 0.03580496087670326, + 0.01518869400024414, + 0.02753022499382496, + 0.06006180867552757, + 0.040861841291189194, + 0.12388741225004196, + 0.3949503004550934 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.029801445081830025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera smoothly follows and locks onto the magnificent head of the mythical bird, Suzaku. Each of its feathers is insubstantial, a fusion of blazing vermilion light and vibrant golden flames, forming a flaming, ever-shifting crest. Its eyes, like two miniature stars, burn with pure golden light, revealing an ancient and majestic divinity. Its beak, sharp and pure, is composed of crystallized light, gleaming like a diamond. The background is the vast expanse of space, filled with slowly rotating nebulae composed of deep purple and indigo gas, within which countless tiny stars twinkle like dust. Suzaku gracefully raises its slender neck, its light-forged beak slowly opening, and utters a cry that resounds through the heavens yet carries visually through the vacuum of space. A golden, circular wave of energy suddenly emanates from its mouth, instantly illuminating the surrounding nebula. At the climax of this chirping, its body, composed entirely of flames and light, began to become illusory and translucent, its fiery outline gradually dissolved and blurred, and finally merged perfectly with the surrounding colorful nebula. Through its almost transparent body, one can clearly see the distant stars and dust belts slowly flowing behind it, creating a grand, sacred visual illusion that swayed between reality and illusion, full of ethereality and awe.", + "seed": 14672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_3/index_2205_seed_14672_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025097406189888715, + "vlm_logprob": -0.025097406189888715, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.025097406189888715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040934331715106964 + ], + "opposite_logprob_tokens": [ + -3.2909343242645264 + ], + "logprob_reward": -0.040934331715106964, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040934331715106964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.311926931142807, + 0.0397721603512764, + 0.4605354070663452, + 0.011317044496536255, + 0.035775959491729736, + 0.05139784887433052, + 0.033071406185626984, + 0.02195296622812748, + 0.014002849347889423, + 0.020247437059879303 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.040934331715106964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067525296472013 + ], + "opposite_logprob_tokens": [ + -5.0067524909973145 + ], + "logprob_reward": -0.0067525296472013, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067525296472013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10075079649686813, + 0.04985662177205086, + 0.6505340337753296, + 0.021269215270876884, + 0.03692544624209404, + 0.060918815433979034, + 0.041253361850976944, + 0.01736067421734333, + 0.011409777216613293, + 0.009721233509480953 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0067525296472013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809430241584778 + ], + "opposite_logprob_tokens": [ + -3.5298094749450684 + ], + "logprob_reward": -0.029809430241584778, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809430241584778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06773187965154648, + 0.03864586353302002, + 0.7605052590370178, + 0.01243597362190485, + 0.010595825500786304, + 0.06839422136545181, + 0.020277341827750206, + 0.010606233961880207, + 0.0038976247888058424, + 0.0069097066298127174 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.029809430241584778 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2174563705921173, + 0.07604163140058517, + 0.08355217427015305, + 0.10350392013788223, + 0.05953887104988098, + 0.0833747461438179, + 0.1266472190618515, + 0.07674188166856766, + 0.08120747655630112, + 0.0919356569647789 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.018189294263720512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird named Suzaku with a close-up framing of its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bird's feathers depicted as insubstantial, blazing vermilion light, and vibrant golden flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background the vast expanse of space containing slowly rotating nebulae of deep purple and indigo gas with twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bird raise its slender neck, open its crystallized light beak, and emit a golden circular wave of energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's body become illusory and translucent, merging with the surrounding nebula to reveal distant stars behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801445081830025 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801445081830025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801445081830025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326008141040802, + 0.045722100883722305, + 0.37527137994766235, + 0.020318564027547836, + 0.07163121551275253, + 0.09722183644771576, + 0.16532431542873383, + 0.03988375887274742, + 0.023572998121380806, + 0.028452983126044273 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.029801445081830025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_tensor([733, 733])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_tensor([733, 733])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1feb3eca5ef63f8cf3d6cad0455d95eeff9e0c24 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_tensor([733, 733])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the dramatic action of a sleek, modern centrifuge, its body constructed from brushed stainless steel and high-gloss black plastic, perched atop a polished white crystal countertop. Against the backdrop of a pristine kitchen and a gleaming white subway tile backsplash, a vibrant stream of bright orange pulp bursts from the machine. The moist, fibrous pulp gushes violently from the side trough in a powerful, continuous arc, ejecting fine droplets and textured shards of carrot and fruit matter that catch the bright, clean light of the room. The stream flows swiftly and decisively, landing with a satisfying effect within its designated clear plastic container and quickly accumulating in a colorful, richly textured mound. The atmosphere of the scene is a study in controlled chaos, with the pulp's dynamic, almost violent movement creating a powerful visual contrast to the immaculate, static order of the kitchen, highlighting the machine's raw power and efficiency.", + "seed": 30466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_733_seed_30466_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3253655998967588, + "vlm_logprob": -0.3253655998967588, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.3253655998967588, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6951539516448975 + ], + "opposite_logprob_tokens": [ + -0.6951539516448975 + ], + "logprob_reward": -0.6951539516448975, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6951539516448975, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1899980753660202, + 0.08083871752023697, + 0.09633665531873703, + 0.19818677008152008, + 0.06905883550643921, + 0.12335475534200668, + 0.048762064427137375, + 0.030340692028403282, + 0.07786720246076584, + 0.08525627106428146 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.6951539516448975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900552451610565 + ], + "opposite_logprob_tokens": [ + -2.579005479812622 + ], + "logprob_reward": -0.07900552451610565, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900552451610565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25405940413475037, + 0.09588351845741272, + 0.11828804016113281, + 0.1389351338148117, + 0.08085709810256958, + 0.05361554026603699, + 0.04067011550068855, + 0.04504133760929108, + 0.08711183071136475, + 0.08553790301084518 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07900552451610565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590132102370262 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.020590132102370262, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590132102370262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0828855112195015, + 0.14068187773227692, + 0.24372264742851257, + 0.06131977587938309, + 0.06129301339387894, + 0.1195744052529335, + 0.10812073200941086, + 0.0343540757894516, + 0.04291395843029022, + 0.10513394325971603 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.020590132102370262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945378448814154 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945378448814154, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945378448814154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721857100725174, + 0.032649654895067215, + 0.07958927005529404, + 0.24348101019859314, + 0.044688232243061066, + 0.13080336153507233, + 0.05367151275277138, + 0.07351844012737274, + 0.11931773275136948, + 0.1150621548295021 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.005945378448814154 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261330127716064 + ], + "opposite_logprob_tokens": [ + -0.5761330127716064 + ], + "logprob_reward": -0.8261330127716064, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261330127716064, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24295638501644135, + 0.0768594965338707, + 0.11288101226091385, + 0.20193152129650116, + 0.07722196727991104, + 0.08299480378627777, + 0.02449546940624714, + 0.031674351543188095, + 0.053348176181316376, + 0.09563679248094559 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.8261330127716064 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures the dramatic action of a sleek, modern centrifuge, its body constructed from brushed stainless steel and high-gloss black plastic, perched atop a polished white crystal countertop. Against the backdrop of a pristine kitchen and a gleaming white subway tile backsplash, a vibrant stream of bright orange pulp bursts from the machine. The moist, fibrous pulp gushes violently from the side trough in a powerful, continuous arc, ejecting fine droplets and textured shards of carrot and fruit matter that catch the bright, clean light of the room. The stream flows swiftly and decisively, landing with a satisfying effect within its designated clear plastic container and quickly accumulating in a colorful, richly textured mound. The atmosphere of the scene is a study in controlled chaos, with the pulp's dynamic, almost violent movement creating a powerful visual contrast to the immaculate, static order of the kitchen, highlighting the machine's raw power and efficiency.", + "seed": 30467, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_733_seed_30467_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4162902783602476, + "vlm_logprob": -0.4162902783602476, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.4162902783602476, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2245956659317017 + ], + "opposite_logprob_tokens": [ + -0.34959566593170166 + ], + "logprob_reward": -1.2245956659317017, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2245956659317017, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21136106550693512, + 0.1041216105222702, + 0.07150866091251373, + 0.07089447975158691, + 0.056109294295310974, + 0.09219872951507568, + 0.04661060869693756, + 0.04224994406104088, + 0.12280698120594025, + 0.1821385771036148 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -1.2245956659317017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271018087863922 + ], + "opposite_logprob_tokens": [ + -2.1271018981933594 + ], + "logprob_reward": -0.1271018087863922, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271018087863922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12018216401338577, + 0.08783190697431564, + 0.03842855617403984, + 0.050789907574653625, + 0.08955422788858414, + 0.07059013098478317, + 0.05868825316429138, + 0.06643769890069962, + 0.11795125901699066, + 0.2995458245277405 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.1271018087863922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201468512415886 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201468512415886, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201468512415886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13271993398666382, + 0.11774435639381409, + 0.06284786015748978, + 0.14890845119953156, + 0.0329442173242569, + 0.04679867997765541, + 0.02522846683859825, + 0.09090501070022583, + 0.1871735006570816, + 0.15472948551177979 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.018201468512415886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05057138204574585, + 0.05362450331449509, + 0.031122146174311638, + 0.08333812654018402, + 0.04114216938614845, + 0.023300794884562492, + 0.01721329800784588, + 0.3466850817203522, + 0.06187184900045395, + 0.2911306917667389 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.018184728920459747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933677196502686 + ], + "opposite_logprob_tokens": [ + -0.6933677196502686 + ], + "logprob_reward": -0.6933677196502686, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933677196502686, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1828407496213913, + 0.10573706030845642, + 0.05713025480508804, + 0.09926199167966843, + 0.021297512575984, + 0.05356987938284874, + 0.018032202497124672, + 0.11671703308820724, + 0.15291357040405273, + 0.19249971210956573 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.6933677196502686 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures the dramatic action of a sleek, modern centrifuge, its body constructed from brushed stainless steel and high-gloss black plastic, perched atop a polished white crystal countertop. Against the backdrop of a pristine kitchen and a gleaming white subway tile backsplash, a vibrant stream of bright orange pulp bursts from the machine. The moist, fibrous pulp gushes violently from the side trough in a powerful, continuous arc, ejecting fine droplets and textured shards of carrot and fruit matter that catch the bright, clean light of the room. The stream flows swiftly and decisively, landing with a satisfying effect within its designated clear plastic container and quickly accumulating in a colorful, richly textured mound. The atmosphere of the scene is a study in controlled chaos, with the pulp's dynamic, almost violent movement creating a powerful visual contrast to the immaculate, static order of the kitchen, highlighting the machine's raw power and efficiency.", + "seed": 30468, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_733_seed_30468_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3692108117043972, + "vlm_logprob": -0.3692108117043972, + "vlm_yes_no_margin": 1.499999988079071, + "vlm_token_credit": -0.3692108117043972, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0545940399169922 + ], + "opposite_logprob_tokens": [ + -0.4295939803123474 + ], + "logprob_reward": -1.0545940399169922, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0545940399169922, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.32031747698783875, + 0.04401719197630882, + 0.13871362805366516, + 0.08108452707529068, + 0.15856799483299255, + 0.03799865394830704, + 0.10969915241003036, + 0.051939792931079865, + 0.03121679276227951, + 0.026444753631949425 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.0545940399169922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813824415206909 + ], + "opposite_logprob_tokens": [ + -1.406382441520691 + ], + "logprob_reward": -0.2813824415206909, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813824415206909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06548364460468292, + 0.12980055809020996, + 0.18150867521762848, + 0.04425892233848572, + 0.16172149777412415, + 0.08210507780313492, + 0.12934134900569916, + 0.14094620943069458, + 0.034861307591199875, + 0.029972732067108154 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.2813824415206909 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307687282562256 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307687282562256, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307687282562256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05957966670393944, + 0.026981916278600693, + 0.10796986520290375, + 0.0631142184138298, + 0.03876243531703949, + 0.07225612550973892, + 0.38459068536758423, + 0.10741325467824936, + 0.05287882685661316, + 0.08645302057266235 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.04307687282562256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809569403529167 + ], + "opposite_logprob_tokens": [ + -3.288095712661743 + ], + "logprob_reward": -0.03809569403529167, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809569403529167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05581177771091461, + 0.0365242175757885, + 0.24276915192604065, + 0.03259888291358948, + 0.06806375086307526, + 0.03946785628795624, + 0.10942856967449188, + 0.3352706730365753, + 0.026543866842985153, + 0.05352127179503441 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.03809569403529167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890501022338867 + ], + "opposite_logprob_tokens": [ + -1.0539050102233887 + ], + "logprob_reward": -0.42890501022338867, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42890501022338867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10393054783344269, + 0.049148187041282654, + 0.2982654273509979, + 0.02525430917739868, + 0.15175780653953552, + 0.034769199788570404, + 0.20825165510177612, + 0.06736183911561966, + 0.037302374839782715, + 0.023958688601851463 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.42890501022338867 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the dramatic action of a sleek, modern centrifuge, its body constructed from brushed stainless steel and high-gloss black plastic, perched atop a polished white crystal countertop. Against the backdrop of a pristine kitchen and a gleaming white subway tile backsplash, a vibrant stream of bright orange pulp bursts from the machine. The moist, fibrous pulp gushes violently from the side trough in a powerful, continuous arc, ejecting fine droplets and textured shards of carrot and fruit matter that catch the bright, clean light of the room. The stream flows swiftly and decisively, landing with a satisfying effect within its designated clear plastic container and quickly accumulating in a colorful, richly textured mound. The atmosphere of the scene is a study in controlled chaos, with the pulp's dynamic, almost violent movement creating a powerful visual contrast to the immaculate, static order of the kitchen, highlighting the machine's raw power and efficiency.", + "seed": 30469, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_4/index_733_seed_30469_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.43215169534087183, + "vlm_logprob": -0.43215169534087183, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.43215169534087183, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4074971675872803 + ], + "opposite_logprob_tokens": [ + -0.2824971079826355 + ], + "logprob_reward": -1.4074971675872803, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4074971675872803, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0864640474319458, + 0.07666647434234619, + 0.06874196976423264, + 0.1723266988992691, + 0.08033919334411621, + 0.06811375170946121, + 0.05515579134225845, + 0.17573417723178864, + 0.06638503819704056, + 0.15007291734218597 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -1.4074971675872803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38715919852256775 + ], + "opposite_logprob_tokens": [ + -1.1371592283248901 + ], + "logprob_reward": -0.38715919852256775, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38715919852256775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985499739646912, + 0.08371052145957947, + 0.12559032440185547, + 0.08302923291921616, + 0.07780977338552475, + 0.031825050711631775, + 0.06792189925909042, + 0.06504464149475098, + 0.12309808284044266, + 0.20211546123027802 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.38715919852256775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821116477251053 + ], + "opposite_logprob_tokens": [ + -3.5298211574554443 + ], + "logprob_reward": -0.029821116477251053, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821116477251053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14003214240074158, + 0.0944671779870987, + 0.03716570883989334, + 0.21737167239189148, + 0.15276899933815002, + 0.05984163656830788, + 0.04161902889609337, + 0.04969183728098869, + 0.0559413842856884, + 0.15110035240650177 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.029821116477251053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495666712522507 + ], + "opposite_logprob_tokens": [ + -2.9299566745758057 + ], + "logprob_reward": -0.05495666712522507, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495666712522507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11948169022798538, + 0.05383211746811867, + 0.07559802383184433, + 0.056457117199897766, + 0.06930418312549591, + 0.04175803065299988, + 0.0546194389462471, + 0.09138292819261551, + 0.26964622735977173, + 0.16792017221450806 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.05495666712522507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern centrifuge made of brushed stainless steel and high-gloss black plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centrifuge perched on a polished white crystal countertop with a white subway tile backsplash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant stream of bright orange pulp burst violently from the machine in a continuous arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange pulp land in a clear plastic container and accumulate into a colorful mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813243269920349 + ], + "opposite_logprob_tokens": [ + -1.4063243865966797 + ], + "logprob_reward": -0.2813243269920349, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813243269920349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07910726964473724, + 0.06957332789897919, + 0.04922950640320778, + 0.3618921637535095, + 0.0768294706940651, + 0.030456362292170525, + 0.036168381571769714, + 0.0653742179274559, + 0.07113010436296463, + 0.16023920476436615 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.2813243269920349 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_tensor([4017, 4017])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_tensor([4017, 4017])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e6012626390d4103df9bfbcf8a5de0424772ff42 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_tensor([4017, 4017])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses firmly on the dark gray tiled eaves of a traditional Chinese building. The scene is bathed in the soft, diffuse light of an overcast sky, evenly illuminating every detail of the two sparrows locked in fierce confrontation. Their feathers bristle in anger, making their small bodies appear unusually fluffy and menacing. Their brown and gray feathers, especially the signature black patch on their throats, appear disorganized. Their gleaming black eyes lock onto each other. In a tense confrontation, they alternately and violently open their tiny beaks, releasing a series of sharp, piercing, almost air-shattering calls. Their movements are not static, but rather provocative, with an explosive rhythm: one suddenly uses its slender legs to launch a swift, short leap forward, and the other immediately responds in kind, forming a rapid, back-and-forth dance of primal aggression across the rustic wooden beams of the eaves. The entire picture is painted in a calm tone, dominated by the earthy brown of the sparrows, the dark gray of the tiles in the background, and the dark brown of the wood, creating a serious and tense atmosphere, rendering the fierce conflict in this tiny world as solemn and dramatic as an epic.", + "seed": 3699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_4017_seed_3699_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08388810232281685, + "vlm_logprob": -0.08388810232281685, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08388810232281685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05556206777691841 + ], + "opposite_logprob_tokens": [ + -2.9305620193481445 + ], + "logprob_reward": -0.05556206777691841, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05556206777691841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532110720872879, + 0.09292726963758469, + 0.043832194060087204, + 0.1208929792046547, + 0.11215834319591522, + 0.07228577136993408, + 0.15581360459327698, + 0.07863056659698486, + 0.05900215357542038, + 0.11124610155820847 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.05556206777691841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637440897524357 + ], + "opposite_logprob_tokens": [ + -3.651374340057373 + ], + "logprob_reward": -0.02637440897524357, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637440897524357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12132102996110916, + 0.10485392808914185, + 0.05337584391236305, + 0.12220630049705505, + 0.21675053238868713, + 0.03465614840388298, + 0.1722380369901657, + 0.03304675966501236, + 0.05781704932451248, + 0.08373431116342545 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.02637440897524357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134772181510925 + ], + "opposite_logprob_tokens": [ + -1.4063477516174316 + ], + "logprob_reward": -0.28134772181510925, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134772181510925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330108642578125, + 0.04926005005836487, + 0.0309933889657259, + 0.06507140398025513, + 0.21807511150836945, + 0.048704735934734344, + 0.21766790747642517, + 0.03707923740148544, + 0.10324349254369736, + 0.09689385443925858 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.28134772181510925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981162816286087 + ], + "opposite_logprob_tokens": [ + -3.5298116207122803 + ], + "logprob_reward": -0.02981162816286087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981162816286087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1551864594221115, + 0.05733434110879898, + 0.053323134779930115, + 0.07886193692684174, + 0.21481239795684814, + 0.05527031794190407, + 0.08707250654697418, + 0.028751082718372345, + 0.1089329794049263, + 0.1604548841714859 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.02981162816286087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634468488395214 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.02634468488395214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634468488395214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0788932666182518, + 0.060547828674316406, + 0.04776185378432274, + 0.14258839190006256, + 0.04697492718696594, + 0.07446970790624619, + 0.16392190754413605, + 0.10519981384277344, + 0.149615079164505, + 0.13002726435661316 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.02634468488395214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses firmly on the dark gray tiled eaves of a traditional Chinese building. The scene is bathed in the soft, diffuse light of an overcast sky, evenly illuminating every detail of the two sparrows locked in fierce confrontation. Their feathers bristle in anger, making their small bodies appear unusually fluffy and menacing. Their brown and gray feathers, especially the signature black patch on their throats, appear disorganized. Their gleaming black eyes lock onto each other. In a tense confrontation, they alternately and violently open their tiny beaks, releasing a series of sharp, piercing, almost air-shattering calls. Their movements are not static, but rather provocative, with an explosive rhythm: one suddenly uses its slender legs to launch a swift, short leap forward, and the other immediately responds in kind, forming a rapid, back-and-forth dance of primal aggression across the rustic wooden beams of the eaves. The entire picture is painted in a calm tone, dominated by the earthy brown of the sparrows, the dark gray of the tiles in the background, and the dark brown of the wood, creating a serious and tense atmosphere, rendering the fierce conflict in this tiny world as solemn and dramatic as an epic.", + "seed": 3700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_4017_seed_3700_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08825789615511895, + "vlm_logprob": -0.08825789615511895, + "vlm_yes_no_margin": 3.250000011920929, + "vlm_token_credit": -0.08825789615511895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027252716943621635 + ], + "opposite_logprob_tokens": [ + -3.652252674102783 + ], + "logprob_reward": -0.027252716943621635, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027252716943621635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17037449777126312, + 0.06606968492269516, + 0.07956298440694809, + 0.10285049676895142, + 0.10476614534854889, + 0.06705295294523239, + 0.08329980820417404, + 0.07223175466060638, + 0.14634199440479279, + 0.10744968056678772 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.027252716943621635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602626726031303 + ], + "opposite_logprob_tokens": [ + -3.8956027030944824 + ], + "logprob_reward": -0.020602626726031303, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602626726031303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24398277699947357, + 0.09226762503385544, + 0.04720102250576019, + 0.14640040695667267, + 0.08604547381401062, + 0.07111747562885284, + 0.14085306227207184, + 0.055079296231269836, + 0.07232793420553207, + 0.044724904000759125 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.020602626726031303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348655641078949 + ], + "opposite_logprob_tokens": [ + -1.2236557006835938 + ], + "logprob_reward": -0.348655641078949, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.348655641078949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521776169538498, + 0.07836225628852844, + 0.0459798201918602, + 0.18338310718536377, + 0.12199726700782776, + 0.13491091132164001, + 0.09694468975067139, + 0.020009668543934822, + 0.10405299067497253, + 0.06218164414167404 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.348655641078949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3092554211616516, + 0.1160782128572464, + 0.036873918026685715, + 0.1641424149274826, + 0.11270425468683243, + 0.028210872784256935, + 0.04486469924449921, + 0.05931947007775307, + 0.07520611584186554, + 0.053344666957855225 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369833156466484 + ], + "opposite_logprob_tokens": [ + -3.408698320388794 + ], + "logprob_reward": -0.03369833156466484, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369833156466484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19162999093532562, + 0.09475266188383102, + 0.07558795064687729, + 0.1417737901210785, + 0.07274401187896729, + 0.07040704786777496, + 0.050969164818525314, + 0.06006203591823578, + 0.09467169642448425, + 0.1474016308784485 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.03369833156466484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses firmly on the dark gray tiled eaves of a traditional Chinese building. The scene is bathed in the soft, diffuse light of an overcast sky, evenly illuminating every detail of the two sparrows locked in fierce confrontation. Their feathers bristle in anger, making their small bodies appear unusually fluffy and menacing. Their brown and gray feathers, especially the signature black patch on their throats, appear disorganized. Their gleaming black eyes lock onto each other. In a tense confrontation, they alternately and violently open their tiny beaks, releasing a series of sharp, piercing, almost air-shattering calls. Their movements are not static, but rather provocative, with an explosive rhythm: one suddenly uses its slender legs to launch a swift, short leap forward, and the other immediately responds in kind, forming a rapid, back-and-forth dance of primal aggression across the rustic wooden beams of the eaves. The entire picture is painted in a calm tone, dominated by the earthy brown of the sparrows, the dark gray of the tiles in the background, and the dark brown of the wood, creating a serious and tense atmosphere, rendering the fierce conflict in this tiny world as solemn and dramatic as an epic.", + "seed": 3701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_4017_seed_3701_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054049139842391014, + "vlm_logprob": -0.054049139842391014, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.054049139842391014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03017129935324192 + ], + "opposite_logprob_tokens": [ + -3.5301713943481445 + ], + "logprob_reward": -0.03017129935324192, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03017129935324192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2554752230644226, + 0.0416778102517128, + 0.09065302461385727, + 0.04247615858912468, + 0.1504209190607071, + 0.10337073355913162, + 0.1384897083044052, + 0.03959228843450546, + 0.03771582245826721, + 0.10012835264205933 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03017129935324192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209991320967674 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014209991320967674, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209991320967674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09789825975894928, + 0.04300782084465027, + 0.10236350446939468, + 0.02435416914522648, + 0.06305211037397385, + 0.023640001192688942, + 0.4028072655200958, + 0.0868057832121849, + 0.04277560114860535, + 0.11329543590545654 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.014209991320967674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705309689044952 + ], + "opposite_logprob_tokens": [ + -2.1270530223846436 + ], + "logprob_reward": -0.12705309689044952, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705309689044952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12032731622457504, + 0.050155773758888245, + 0.06679382920265198, + 0.024293998256325722, + 0.1002277135848999, + 0.16206756234169006, + 0.22091706097126007, + 0.042825501412153244, + 0.14597967267036438, + 0.06641160696744919 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.12705309689044952 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28760045766830444, + 0.0723314881324768, + 0.023707063868641853, + 0.059396661818027496, + 0.024251531809568405, + 0.046286724507808685, + 0.24490587413311005, + 0.028117027133703232, + 0.13255253434181213, + 0.08085062354803085 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.009781880304217339 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902943134307861 + ], + "opposite_logprob_tokens": [ + -2.464029312133789 + ], + "logprob_reward": -0.08902943134307861, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902943134307861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26040568947792053, + 0.025847913697361946, + 0.03296191617846489, + 0.04112772271037102, + 0.04867009446024895, + 0.07049184292554855, + 0.2834937572479248, + 0.11844848841428757, + 0.06247654929757118, + 0.05607602372765541 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.08902943134307861 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses firmly on the dark gray tiled eaves of a traditional Chinese building. The scene is bathed in the soft, diffuse light of an overcast sky, evenly illuminating every detail of the two sparrows locked in fierce confrontation. Their feathers bristle in anger, making their small bodies appear unusually fluffy and menacing. Their brown and gray feathers, especially the signature black patch on their throats, appear disorganized. Their gleaming black eyes lock onto each other. In a tense confrontation, they alternately and violently open their tiny beaks, releasing a series of sharp, piercing, almost air-shattering calls. Their movements are not static, but rather provocative, with an explosive rhythm: one suddenly uses its slender legs to launch a swift, short leap forward, and the other immediately responds in kind, forming a rapid, back-and-forth dance of primal aggression across the rustic wooden beams of the eaves. The entire picture is painted in a calm tone, dominated by the earthy brown of the sparrows, the dark gray of the tiles in the background, and the dark brown of the wood, creating a serious and tense atmosphere, rendering the fierce conflict in this tiny world as solemn and dramatic as an epic.", + "seed": 3702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_5/index_4017_seed_3702_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25150588899850845, + "vlm_logprob": -0.25150588899850845, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.25150588899850845, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05530977621674538 + ], + "opposite_logprob_tokens": [ + -2.930309772491455 + ], + "logprob_reward": -0.05530977621674538, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05530977621674538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16671477258205414, + 0.17401380836963654, + 0.1306050419807434, + 0.17282478511333466, + 0.07817874848842621, + 0.07992250472307205, + 0.042455270886421204, + 0.051234107464551926, + 0.06529580801725388, + 0.03875511884689331 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.05530977621674538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370346546173096 + ], + "opposite_logprob_tokens": [ + -3.6513702869415283 + ], + "logprob_reward": -0.026370346546173096, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370346546173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7474809288978577, + 0.062083497643470764, + 0.03466420620679855, + 0.07981732487678528, + 0.01992148533463478, + 0.022448591887950897, + 0.008175043389201164, + 0.00784006342291832, + 0.009474968537688255, + 0.008093925192952156 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026370346546173096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370669603347778 + ], + "opposite_logprob_tokens": [ + -0.38706693053245544 + ], + "logprob_reward": -1.1370669603347778, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370669603347778, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.514395534992218, + 0.10025868564844131, + 0.06320606917142868, + 0.047316476702690125, + 0.06964951008558273, + 0.03960634022951126, + 0.01623564027249813, + 0.030525777488946915, + 0.06769067049026489, + 0.051115404814481735 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -1.1370669603347778 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196668475866318 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196668475866318, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196668475866318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14943748712539673, + 0.10963082313537598, + 0.19982723891735077, + 0.0980234146118164, + 0.0872059315443039, + 0.08597425371408463, + 0.13084396719932556, + 0.057744234800338745, + 0.036575041711330414, + 0.04473765566945076 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.018196668475866318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on two sparrows on the eaves of a traditional Chinese building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the sparrows brown and gray with signature black patches on their throats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the sparrows engage in a rapid back-and-forth leaping dance across rustic wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of dark gray tiled eaves under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585693418979645 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585693418979645, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585693418979645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6300205588340759, + 0.030670812353491783, + 0.10457546263933182, + 0.02930602803826332, + 0.053677208721637726, + 0.04033958539366722, + 0.023512084037065506, + 0.03296387940645218, + 0.03256241977214813, + 0.022372037172317505 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.020585693418979645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_tensor([1563, 1563])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_tensor([1563, 1563])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9a266cedcf173d408ee97d065dca542fb76f446f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_tensor([1563, 1563])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, handheld tracking shot, vibrating with every thumping footstep, follows a frantic chase along the winding, jagged ramparts of a massive ancient stone wall. The leading figure, a look of desperate panic on their face, stumbles along the weathered gray flagstones. Their long black hair whips wildly behind them, their flowing crimson silk robes billowing in the wind. Just one step behind, a second figure pursues relentlessly, their strides powerful yet measured. This pursuer, clad in a deep green silk robe wrapped around their legs, their expression one of cold, unwavering determination as they steadily close the distance. The wall itself, constructed of massive blocks of moss-speckled granite, stretches into the hazy distance, where it curves out of sight. Far below, a vast, misty valley can be seen, adding a sense of vertigo and danger. The entire scene is illuminated by the harsh golden light of the setting sun, casting long, twisting shadows and making the silk of the robes shimmer, creating an atmosphere of tense, breathless epicness.", + "seed": 20681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_1563_seed_20681_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3351636230945587, + "vlm_logprob": -0.3351636230945587, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.3351636230945587, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744439125061035 + ], + "opposite_logprob_tokens": [ + -1.0994439125061035 + ], + "logprob_reward": -0.4744439125061035, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4744439125061035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2668921649456024, + 0.06465917080640793, + 0.0960312932729721, + 0.03507383167743683, + 0.1851491928100586, + 0.028249677270650864, + 0.09116242080926895, + 0.050416748970746994, + 0.0402713268995285, + 0.14209412038326263 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.4744439125061035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053950548171997 + ], + "opposite_logprob_tokens": [ + -0.42895057797431946 + ], + "logprob_reward": -1.053950548171997, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053950548171997, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11453244835138321, + 0.12957100570201874, + 0.12350867688655853, + 0.11095477640628815, + 0.15124797821044922, + 0.07914229482412338, + 0.05649733543395996, + 0.0566810742020607, + 0.11252158135175705, + 0.06534283608198166 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -1.053950548171997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331520989537239 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331520989537239, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331520989537239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09486837685108185, + 0.062498096376657486, + 0.06613422185182571, + 0.1551874876022339, + 0.043662335723638535, + 0.03902280703186989, + 0.06580006331205368, + 0.03780483826994896, + 0.10215975344181061, + 0.33286207914352417 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.02331520989537239 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206251308321953 + ], + "opposite_logprob_tokens": [ + -2.8120625019073486 + ], + "logprob_reward": -0.06206251308321953, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206251308321953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08376871049404144, + 0.02604353055357933, + 0.04781550168991089, + 0.052401769906282425, + 0.08892348408699036, + 0.03212866187095642, + 0.04814163222908974, + 0.03794151544570923, + 0.09747446328401566, + 0.48536065220832825 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06206251308321953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062045931816101074 + ], + "opposite_logprob_tokens": [ + -2.8120460510253906 + ], + "logprob_reward": -0.062045931816101074, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062045931816101074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5263814926147461, + 0.06418728828430176, + 0.07027999311685562, + 0.02879946492612362, + 0.03414250537753105, + 0.031640563160181046, + 0.05712253600358963, + 0.031740546226501465, + 0.055735353380441666, + 0.0999702513217926 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.062045931816101074 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld tracking shot, vibrating with every thumping footstep, follows a frantic chase along the winding, jagged ramparts of a massive ancient stone wall. The leading figure, a look of desperate panic on their face, stumbles along the weathered gray flagstones. Their long black hair whips wildly behind them, their flowing crimson silk robes billowing in the wind. Just one step behind, a second figure pursues relentlessly, their strides powerful yet measured. This pursuer, clad in a deep green silk robe wrapped around their legs, their expression one of cold, unwavering determination as they steadily close the distance. The wall itself, constructed of massive blocks of moss-speckled granite, stretches into the hazy distance, where it curves out of sight. Far below, a vast, misty valley can be seen, adding a sense of vertigo and danger. The entire scene is illuminated by the harsh golden light of the setting sun, casting long, twisting shadows and making the silk of the robes shimmer, creating an atmosphere of tense, breathless epicness.", + "seed": 20682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_1563_seed_20682_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36475378554314375, + "vlm_logprob": -0.36475378554314375, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.36475378554314375, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.556769847869873 + ], + "opposite_logprob_tokens": [ + -0.931769847869873 + ], + "logprob_reward": -0.556769847869873, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.556769847869873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20846842229366302, + 0.08159510791301727, + 0.06780724227428436, + 0.10870099812746048, + 0.04771356284618378, + 0.08181919902563095, + 0.14948417246341705, + 0.055753596127033234, + 0.08782196789979935, + 0.11083567887544632 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.556769847869873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743252396583557 + ], + "opposite_logprob_tokens": [ + -0.4743252396583557 + ], + "logprob_reward": -0.9743252396583557, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743252396583557, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1361950784921646, + 0.05472017452120781, + 0.07929997891187668, + 0.06550659984350204, + 0.17312735319137573, + 0.09644792228937149, + 0.06527458131313324, + 0.0668262168765068, + 0.14048093557357788, + 0.12212120741605759 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.9743252396583557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07456405460834503, + 0.05666805058717728, + 0.09786446392536163, + 0.10354505479335785, + 0.04778900370001793, + 0.06737817823886871, + 0.19268888235092163, + 0.04852401092648506, + 0.12883903086185455, + 0.1821393072605133 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.01421563234180212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635025978088379 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.02635025978088379, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635025978088379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07373666763305664, + 0.03163769841194153, + 0.03219420462846756, + 0.061842501163482666, + 0.0267532616853714, + 0.0913010761141777, + 0.051954418420791626, + 0.04380093514919281, + 0.27108481526374817, + 0.3156944811344147 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.02635025978088379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521079480648041 + ], + "opposite_logprob_tokens": [ + -1.5021079778671265 + ], + "logprob_reward": -0.2521079480648041, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521079480648041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22848579287528992, + 0.0579555407166481, + 0.1392131894826889, + 0.0646548643708229, + 0.1154266893863678, + 0.09682821482419968, + 0.038982540369033813, + 0.07945975661277771, + 0.08099206537008286, + 0.0980013757944107 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.2521079480648041 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld tracking shot, vibrating with every thumping footstep, follows a frantic chase along the winding, jagged ramparts of a massive ancient stone wall. The leading figure, a look of desperate panic on their face, stumbles along the weathered gray flagstones. Their long black hair whips wildly behind them, their flowing crimson silk robes billowing in the wind. Just one step behind, a second figure pursues relentlessly, their strides powerful yet measured. This pursuer, clad in a deep green silk robe wrapped around their legs, their expression one of cold, unwavering determination as they steadily close the distance. The wall itself, constructed of massive blocks of moss-speckled granite, stretches into the hazy distance, where it curves out of sight. Far below, a vast, misty valley can be seen, adding a sense of vertigo and danger. The entire scene is illuminated by the harsh golden light of the setting sun, casting long, twisting shadows and making the silk of the robes shimmer, creating an atmosphere of tense, breathless epicness.", + "seed": 20683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_1563_seed_20683_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4167652789503336, + "vlm_logprob": -0.4167652789503336, + "vlm_yes_no_margin": 1.7999999523162842, + "vlm_token_credit": -0.4167652789503336, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6220191717147827 + ], + "opposite_logprob_tokens": [ + -0.8720191717147827 + ], + "logprob_reward": -0.6220191717147827, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6220191717147827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43662160634994507, + 0.07886964082717896, + 0.08079397678375244, + 0.05189570412039757, + 0.06164819002151489, + 0.0877976268529892, + 0.04247228801250458, + 0.07092894613742828, + 0.044916313141584396, + 0.0440557561814785 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.6220191717147827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134636878967285 + ], + "opposite_logprob_tokens": [ + -0.31346362829208374 + ], + "logprob_reward": -1.3134636878967285, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134636878967285, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17689727246761322, + 0.10888010263442993, + 0.10760930180549622, + 0.057396624237298965, + 0.13366170227527618, + 0.06470245867967606, + 0.06375037133693695, + 0.09427035599946976, + 0.13478310406208038, + 0.05804867297410965 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -1.3134636878967285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213408067822456 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.018213408067822456, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018213408067822456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13734601438045502, + 0.06502067297697067, + 0.1219194233417511, + 0.09184473007917404, + 0.08943741768598557, + 0.10969951003789902, + 0.10708881169557571, + 0.12033484876155853, + 0.08007976412773132, + 0.07722879946231842 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.018213408067822456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811397194862366 + ], + "opposite_logprob_tokens": [ + -3.529811382293701 + ], + "logprob_reward": -0.029811397194862366, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811397194862366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14708276093006134, + 0.08222006261348724, + 0.09112387150526047, + 0.06258803606033325, + 0.06548464298248291, + 0.1116725504398346, + 0.08300325274467468, + 0.16826601326465607, + 0.055127039551734924, + 0.1334317922592163 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.029811397194862366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031872987747192 + ], + "opposite_logprob_tokens": [ + -2.350318670272827 + ], + "logprob_reward": -0.10031872987747192, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031872987747192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37072640657424927, + 0.0737086609005928, + 0.14489664137363434, + 0.058488208800554276, + 0.062216803431510925, + 0.07286646962165833, + 0.07507015019655228, + 0.04372776672244072, + 0.048646505922079086, + 0.0496523454785347 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.10031872987747192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld tracking shot, vibrating with every thumping footstep, follows a frantic chase along the winding, jagged ramparts of a massive ancient stone wall. The leading figure, a look of desperate panic on their face, stumbles along the weathered gray flagstones. Their long black hair whips wildly behind them, their flowing crimson silk robes billowing in the wind. Just one step behind, a second figure pursues relentlessly, their strides powerful yet measured. This pursuer, clad in a deep green silk robe wrapped around their legs, their expression one of cold, unwavering determination as they steadily close the distance. The wall itself, constructed of massive blocks of moss-speckled granite, stretches into the hazy distance, where it curves out of sight. Far below, a vast, misty valley can be seen, adding a sense of vertigo and danger. The entire scene is illuminated by the harsh golden light of the setting sun, casting long, twisting shadows and making the silk of the robes shimmer, creating an atmosphere of tense, breathless epicness.", + "seed": 20684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_6/index_1563_seed_20684_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4209478683769703, + "vlm_logprob": -0.4209478683769703, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.4209478683769703, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4686743915081024 + ], + "opposite_logprob_tokens": [ + -1.0936744213104248 + ], + "logprob_reward": -0.4686743915081024, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4686743915081024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046453144401311874, + 0.024752477183938026, + 0.02903682552278042, + 0.022224223241209984, + 0.6648896336555481, + 0.012484642677009106, + 0.1191519945859909, + 0.020804669708013535, + 0.031097134575247765, + 0.02910527214407921 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.4686743915081024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063448905944824 + ], + "opposite_logprob_tokens": [ + -0.28134483098983765 + ], + "logprob_reward": -1.4063448905944824, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063448905944824, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06204640120267868, + 0.0211327001452446, + 0.0522250160574913, + 0.031169703230261803, + 0.608489453792572, + 0.018222009763121605, + 0.13165025413036346, + 0.018658535555005074, + 0.021902861073613167, + 0.0345030315220356 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -1.4063448905944824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610485091805458 + ], + "opposite_logprob_tokens": [ + -4.141104698181152 + ], + "logprob_reward": -0.01610485091805458, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610485091805458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1158936470746994, + 0.073992058634758, + 0.06321453303098679, + 0.05047358199954033, + 0.2445470690727234, + 0.04021437093615532, + 0.21088622510433197, + 0.040911320596933365, + 0.08184999227523804, + 0.0780172124505043 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.01610485091805458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033714696764945984 + ], + "opposite_logprob_tokens": [ + -3.408714771270752 + ], + "logprob_reward": -0.033714696764945984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033714696764945984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06844097375869751, + 0.09491269290447235, + 0.05813697353005409, + 0.022199638187885284, + 0.4953584372997284, + 0.024686485528945923, + 0.15922506153583527, + 0.019282901659607887, + 0.015153070911765099, + 0.04260372743010521 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.033714696764945984 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and vibrating with every footstep?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading figure wearing flowing crimson silk robes and has long black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pursuing figure wearing a deep green silk robe and displaying an expression of cold determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh golden light casting long, twisting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990051209926605 + ], + "opposite_logprob_tokens": [ + -1.8049005270004272 + ], + "logprob_reward": -0.17990051209926605, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990051209926605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10376890748739243, + 0.07286390662193298, + 0.07062043249607086, + 0.03756960481405258, + 0.5395593643188477, + 0.04007979482412338, + 0.04833253473043442, + 0.02417854405939579, + 0.0222269669175148, + 0.040799930691719055 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.17990051209926605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_tensor([4178, 4178])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_tensor([4178, 4178])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96be787a6c48ce04e6b3014bb78b23b196a0a3c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_tensor([4178, 4178])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera slowly and steadily zooms in, transporting us to an oriental ink painting imbued with the spirit of freehand brushwork. Beginning in a mid-ground, the scene gradually focuses on a fully-winged angel, at the apex of a mighty sword swing. The angel's form is slender and graceful, its massive wings rendered with bold, sweeping strokes. Each feather is outlined in varying shades of ink, their edges blending hazily into the abstract, light-and-dark background of abstracted space. The angel is clad in a flowing white robe, its folds traced with simple yet powerful calligraphic lines, fluttering with his movements. His focused, resolute expression radiates immense power. He clutches a simple, ancient sword in both hands, his body twisting into a tense bow. The blade slices through the air, leaving a powerful, sharp arc composed of both feibai and splashed ink techniques. The blade itself gleams with a sharp, cold gleam, punctuated by the use of white space. The entire scene is based on the subtle texture of rice paper, and the main colors are classic black, white and gray. The light does not come from an external light source, but is completely shaped by the strong contrast between large areas of white space and thick ink, creating a solemn, grand and dynamic atmosphere, as if an eternal battle moment is frozen on the scroll.", + "seed": 19896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_4178_seed_19896_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03426707219332457, + "vlm_logprob": -0.03426707219332457, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.03426707219332457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005351029336452484 + ], + "opposite_logprob_tokens": [ + -5.3803510665893555 + ], + "logprob_reward": -0.005351029336452484, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005351029336452484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2516738176345825, + 0.12680013477802277, + 0.04477778077125549, + 0.061076659709215164, + 0.06148579716682434, + 0.06114431843161583, + 0.05072558671236038, + 0.15186206996440887, + 0.07788960635662079, + 0.11256417632102966 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005351029336452484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270575076341629 + ], + "opposite_logprob_tokens": [ + -2.1270575523376465 + ], + "logprob_reward": -0.1270575076341629, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270575076341629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28798386454582214, + 0.08747998625040054, + 0.09852925688028336, + 0.07874858379364014, + 0.11480963975191116, + 0.043664563447237015, + 0.03864748030900955, + 0.052968867123126984, + 0.12003821134567261, + 0.0771295502781868 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.1270575076341629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631670217961073 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631670217961073, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631670217961073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19910719990730286, + 0.08754932135343552, + 0.11303965002298355, + 0.0645366683602333, + 0.1473701149225235, + 0.04177650064229965, + 0.057731106877326965, + 0.09194411337375641, + 0.13883602619171143, + 0.058109283447265625 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.007631670217961073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015123370103538036 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015123370103538036, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015123370103538036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1706055849790573, + 0.11081506311893463, + 0.06507506221532822, + 0.10267695784568787, + 0.11293531209230423, + 0.10274791717529297, + 0.07675820589065552, + 0.05149281024932861, + 0.1477058082818985, + 0.05918728932738304 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0015123370103538036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029782816767692566 + ], + "opposite_logprob_tokens": [ + -3.529782772064209 + ], + "logprob_reward": -0.029782816767692566, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029782816767692566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07023058831691742, + 0.07424653321504593, + 0.03392123430967331, + 0.061478838324546814, + 0.0557091124355793, + 0.04376190900802612, + 0.12094204872846603, + 0.15575794875621796, + 0.34470608830451965, + 0.039245784282684326 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.029782816767692566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily zooms in, transporting us to an oriental ink painting imbued with the spirit of freehand brushwork. Beginning in a mid-ground, the scene gradually focuses on a fully-winged angel, at the apex of a mighty sword swing. The angel's form is slender and graceful, its massive wings rendered with bold, sweeping strokes. Each feather is outlined in varying shades of ink, their edges blending hazily into the abstract, light-and-dark background of abstracted space. The angel is clad in a flowing white robe, its folds traced with simple yet powerful calligraphic lines, fluttering with his movements. His focused, resolute expression radiates immense power. He clutches a simple, ancient sword in both hands, his body twisting into a tense bow. The blade slices through the air, leaving a powerful, sharp arc composed of both feibai and splashed ink techniques. The blade itself gleams with a sharp, cold gleam, punctuated by the use of white space. The entire scene is based on the subtle texture of rice paper, and the main colors are classic black, white and gray. The light does not come from an external light source, but is completely shaped by the strong contrast between large areas of white space and thick ink, creating a solemn, grand and dynamic atmosphere, as if an eternal battle moment is frozen on the scroll.", + "seed": 19897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_4178_seed_19897_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09445576635189354, + "vlm_logprob": -0.09445576635189354, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.09445576635189354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041090352460742 + ], + "opposite_logprob_tokens": [ + -5.629108905792236 + ], + "logprob_reward": -0.0041090352460742, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0041090352460742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20757143199443817, + 0.041566867381334305, + 0.08719755709171295, + 0.025632834061980247, + 0.0795852318406105, + 0.07134902477264404, + 0.21506279706954956, + 0.14924688637256622, + 0.07073678821325302, + 0.052050549536943436 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0041090352460742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705429434776306 + ], + "opposite_logprob_tokens": [ + -1.1370543241500854 + ], + "logprob_reward": -0.38705429434776306, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705429434776306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13425680994987488, + 0.04194239154458046, + 0.01449036318808794, + 0.033859651535749435, + 0.02098875492811203, + 0.09780395030975342, + 0.35259759426116943, + 0.24958981573581696, + 0.026991402730345726, + 0.027479281648993492 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.38705429434776306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789198637008667 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009789198637008667, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789198637008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40529659390449524, + 0.03138480335474014, + 0.028906987980008125, + 0.04143336042761803, + 0.11170961707830429, + 0.16587497293949127, + 0.048310332000255585, + 0.08301252126693726, + 0.03076835721731186, + 0.05330247804522514 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.009789198637008667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334610627964139 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.001334610627964139, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334610627964139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2767501771450043, + 0.05345090106129646, + 0.04151802882552147, + 0.04499122127890587, + 0.034850653260946274, + 0.05893316864967346, + 0.14571096003055573, + 0.1706177145242691, + 0.04478701576590538, + 0.12839020788669586 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.001334610627964139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999169290065765 + ], + "opposite_logprob_tokens": [ + -2.6949915885925293 + ], + "logprob_reward": -0.06999169290065765, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999169290065765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19988057017326355, + 0.043445028364658356, + 0.03159841522574425, + 0.030766693875193596, + 0.09485433995723724, + 0.037068311125040054, + 0.1016695648431778, + 0.37015703320503235, + 0.020248092710971832, + 0.07031198590993881 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.06999169290065765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily zooms in, transporting us to an oriental ink painting imbued with the spirit of freehand brushwork. Beginning in a mid-ground, the scene gradually focuses on a fully-winged angel, at the apex of a mighty sword swing. The angel's form is slender and graceful, its massive wings rendered with bold, sweeping strokes. Each feather is outlined in varying shades of ink, their edges blending hazily into the abstract, light-and-dark background of abstracted space. The angel is clad in a flowing white robe, its folds traced with simple yet powerful calligraphic lines, fluttering with his movements. His focused, resolute expression radiates immense power. He clutches a simple, ancient sword in both hands, his body twisting into a tense bow. The blade slices through the air, leaving a powerful, sharp arc composed of both feibai and splashed ink techniques. The blade itself gleams with a sharp, cold gleam, punctuated by the use of white space. The entire scene is based on the subtle texture of rice paper, and the main colors are classic black, white and gray. The light does not come from an external light source, but is completely shaped by the strong contrast between large areas of white space and thick ink, creating a solemn, grand and dynamic atmosphere, as if an eternal battle moment is frozen on the scroll.", + "seed": 19898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_4178_seed_19898_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.052924243127927185, + "vlm_logprob": -0.052924243127927185, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.052924243127927185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003082526382058859 + ], + "opposite_logprob_tokens": [ + -5.878082752227783 + ], + "logprob_reward": -0.003082526382058859, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003082526382058859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.215871661901474, + 0.06882969290018082, + 0.14971482753753662, + 0.24218720197677612, + 0.06450557708740234, + 0.04604943469166756, + 0.06586199253797531, + 0.06660589575767517, + 0.01961570978164673, + 0.06075803562998772 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.003082526382058859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270604431629181 + ], + "opposite_logprob_tokens": [ + -2.1270604133605957 + ], + "logprob_reward": -0.1270604431629181, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270604431629181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.292797327041626, + 0.2183694690465927, + 0.0662379115819931, + 0.07572504132986069, + 0.0369986854493618, + 0.082511767745018, + 0.07861384749412537, + 0.051995959132909775, + 0.0407102108001709, + 0.056039754301309586 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.1270604431629181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067458986304700375 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.0067458986304700375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067458986304700375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3682808578014374, + 0.11378570646047592, + 0.02364821545779705, + 0.04185524955391884, + 0.030031364411115646, + 0.11929476261138916, + 0.06144354119896889, + 0.10788486152887344, + 0.040779441595077515, + 0.09299606084823608 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0067458986304700375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007172634359449148 + ], + "opposite_logprob_tokens": [ + -7.2507171630859375 + ], + "logprob_reward": -0.0007172634359449148, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007172634359449148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2497778981924057, + 0.11497092992067337, + 0.10519640892744064, + 0.04675498604774475, + 0.07258471846580505, + 0.04879704862833023, + 0.1137167364358902, + 0.15534105896949768, + 0.051819730550050735, + 0.04104042053222656 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0007172634359449148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701508402824402 + ], + "opposite_logprob_tokens": [ + -2.1270151138305664 + ], + "logprob_reward": -0.12701508402824402, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701508402824402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13719365000724792, + 0.06172044947743416, + 0.10591470450162888, + 0.24332904815673828, + 0.048549603670835495, + 0.07228703796863556, + 0.12770818173885345, + 0.06844515353441238, + 0.11419215798377991, + 0.020660093054175377 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.12701508402824402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera slowly and steadily zooms in, transporting us to an oriental ink painting imbued with the spirit of freehand brushwork. Beginning in a mid-ground, the scene gradually focuses on a fully-winged angel, at the apex of a mighty sword swing. The angel's form is slender and graceful, its massive wings rendered with bold, sweeping strokes. Each feather is outlined in varying shades of ink, their edges blending hazily into the abstract, light-and-dark background of abstracted space. The angel is clad in a flowing white robe, its folds traced with simple yet powerful calligraphic lines, fluttering with his movements. His focused, resolute expression radiates immense power. He clutches a simple, ancient sword in both hands, his body twisting into a tense bow. The blade slices through the air, leaving a powerful, sharp arc composed of both feibai and splashed ink techniques. The blade itself gleams with a sharp, cold gleam, punctuated by the use of white space. The entire scene is based on the subtle texture of rice paper, and the main colors are classic black, white and gray. The light does not come from an external light source, but is completely shaped by the strong contrast between large areas of white space and thick ink, creating a solemn, grand and dynamic atmosphere, as if an eternal battle moment is frozen on the scroll.", + "seed": 19899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_7/index_4178_seed_19899_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05787402798887342, + "vlm_logprob": -0.05787402798887342, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.05787402798887342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005686772055923939 + ], + "opposite_logprob_tokens": [ + -5.2556867599487305 + ], + "logprob_reward": -0.005686772055923939, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005686772055923939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27474507689476013, + 0.06793759018182755, + 0.18006204068660736, + 0.056294314563274384, + 0.04461415857076645, + 0.06451334059238434, + 0.045008301734924316, + 0.04410843923687935, + 0.09887175261974335, + 0.12384502589702606 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005686772055923939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357457041740417 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357457041740417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357457041740417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07303417474031448, + 0.031605351716279984, + 0.09589720517396927, + 0.04531990364193916, + 0.054609913378953934, + 0.047849707305431366, + 0.06404144316911697, + 0.05566927418112755, + 0.29252147674560547, + 0.239451602101326 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.026357457041740417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23700296878814697, + 0.04558462277054787, + 0.11521461606025696, + 0.056744590401649475, + 0.07684586197137833, + 0.06569933146238327, + 0.04042791575193405, + 0.07565237581729889, + 0.13598869740962982, + 0.15083904564380646 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.004096094518899918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011794761521741748 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011794761521741748, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011794761521741748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11535199731588364, + 0.04585741087794304, + 0.12290144711732864, + 0.04200362414121628, + 0.06545358151197433, + 0.071017786860466, + 0.08085029572248459, + 0.08676827698945999, + 0.11415334045886993, + 0.255642294883728 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0011794761521741748 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of an oriental ink painting with freehand brushwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a fully-winged angel performing a sword swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the angel wearing a flowing white robe with calligraphic lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered primarily in black, white, and gray on a rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily zoom in from a mid-ground to the angel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205034017562866 + ], + "opposite_logprob_tokens": [ + -1.5020503997802734 + ], + "logprob_reward": -0.25205034017562866, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205034017562866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13145430386066437, + 0.05175667256116867, + 0.13898180425167084, + 0.0636959969997406, + 0.07427719235420227, + 0.05825228989124298, + 0.08212979882955551, + 0.04939117655158043, + 0.13962244987487793, + 0.21043820679187775 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.25205034017562866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_tensor([7181, 7181])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_tensor([7181, 7181])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aaf5c8a0128a53d4cc1c72276cfd38009b1ae62b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_tensor([7181, 7181])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic slow-motion shot, captured from a low angle, tracks a majestic tiger as it moves with calculated grace through the dense, humid jungle undergrowth. The slow-motion effect dramatically amplifies the trembling contractions and flexes of its powerful shoulder and leg muscles beneath its vibrant orange-and-black striped fur, making every hair visible. Its body lies flat against the ground, its massive paws delicately and silently tapping the moist earth covered with giant ferns and fallen leaves. Each step is imbued with a sense of poised energy, its tail trailing steadily behind it, only a slight twitch at the end. Dappled sunlight filters through the layers of treetops, casting shifting shadows on its form. Its amber eyes remain fixed, pupils constricted, locked with unwavering, deadly focus on its prey, just beyond the camera's view. The scene, dominated by a palette of deep greens and warm oranges, is imbued with a quiet tension and the primal spirit of the hunt.", + "seed": 24125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_7181_seed_24125_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.185139187797904, + "vlm_logprob": -0.185139187797904, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.185139187797904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.49573028087615967 + ], + "opposite_logprob_tokens": [ + -0.9957302808761597 + ], + "logprob_reward": -0.49573028087615967, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.49573028087615967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3918321132659912, + 0.04079168289899826, + 0.0535910464823246, + 0.061466556042432785, + 0.1214916929602623, + 0.11690662056207657, + 0.030595220625400543, + 0.12289872765541077, + 0.026009585708379745, + 0.0344168059527874 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.49573028087615967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062925137579441 + ], + "opposite_logprob_tokens": [ + -3.8956291675567627 + ], + "logprob_reward": -0.02062925137579441, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062925137579441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22199700772762299, + 0.19672644138336182, + 0.1347150355577469, + 0.044768597930669785, + 0.04156285524368286, + 0.09290289878845215, + 0.03591400012373924, + 0.12219375371932983, + 0.0220657791942358, + 0.08715352416038513 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02062925137579441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905690908432007 + ], + "opposite_logprob_tokens": [ + -2.464056968688965 + ], + "logprob_reward": -0.08905690908432007, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905690908432007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09864528477191925, + 0.044075362384319305, + 0.04309795796871185, + 0.036287616938352585, + 0.026091046631336212, + 0.03105580434203148, + 0.03073098510503769, + 0.6369267702102661, + 0.022645868360996246, + 0.030443299561738968 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.08905690908432007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18215933442115784, + 0.13084667921066284, + 0.12260258197784424, + 0.04132268577814102, + 0.04218875989317894, + 0.056013744324445724, + 0.03114401176571846, + 0.31323036551475525, + 0.02658359706401825, + 0.05390828102827072 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0067422278225421906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31353726983070374 + ], + "opposite_logprob_tokens": [ + -1.3135372400283813 + ], + "logprob_reward": -0.31353726983070374, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31353726983070374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08220520615577698, + 0.0330025814473629, + 0.05717041715979576, + 0.014718439429998398, + 0.01903529092669487, + 0.046920593827962875, + 0.03329465910792351, + 0.6618708372116089, + 0.02565797232091427, + 0.02612404339015484 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.31353726983070374 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot, captured from a low angle, tracks a majestic tiger as it moves with calculated grace through the dense, humid jungle undergrowth. The slow-motion effect dramatically amplifies the trembling contractions and flexes of its powerful shoulder and leg muscles beneath its vibrant orange-and-black striped fur, making every hair visible. Its body lies flat against the ground, its massive paws delicately and silently tapping the moist earth covered with giant ferns and fallen leaves. Each step is imbued with a sense of poised energy, its tail trailing steadily behind it, only a slight twitch at the end. Dappled sunlight filters through the layers of treetops, casting shifting shadows on its form. Its amber eyes remain fixed, pupils constricted, locked with unwavering, deadly focus on its prey, just beyond the camera's view. The scene, dominated by a palette of deep greens and warm oranges, is imbued with a quiet tension and the primal spirit of the hunt.", + "seed": 24126, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_7181_seed_24126_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3042345499619842, + "vlm_logprob": -0.3042345499619842, + "vlm_yes_no_margin": 2.1000000119209288, + "vlm_token_credit": -0.3042345499619842, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0850226879119873 + ], + "opposite_logprob_tokens": [ + -0.4600227475166321 + ], + "logprob_reward": -1.0850226879119873, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0850226879119873, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0994773805141449, + 0.05809047073125839, + 0.09012728929519653, + 0.1484253853559494, + 0.10620220750570297, + 0.12102645635604858, + 0.09956589341163635, + 0.09016444534063339, + 0.11426296830177307, + 0.07265744358301163 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -1.0850226879119873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05503147467970848 + ], + "opposite_logprob_tokens": [ + -2.9300315380096436 + ], + "logprob_reward": -0.05503147467970848, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05503147467970848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07832472026348114, + 0.07721331715583801, + 0.044768061488866806, + 0.06294135749340057, + 0.1026567816734314, + 0.05353175848722458, + 0.07841800898313522, + 0.17058207094669342, + 0.21367375552654266, + 0.11789020895957947 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.05503147467970848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054981037974357605 + ], + "opposite_logprob_tokens": [ + -2.929980993270874 + ], + "logprob_reward": -0.054981037974357605, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054981037974357605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10440313816070557, + 0.08701751381158829, + 0.10309223085641861, + 0.35687968134880066, + 0.13506928086280823, + 0.06253868341445923, + 0.038864970207214355, + 0.07845231145620346, + 0.020702609792351723, + 0.012979528866708279 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.054981037974357605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552893720567226 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552893720567226, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552893720567226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16475939750671387, + 0.05552684888243675, + 0.07409565895795822, + 0.14618423581123352, + 0.07493504136800766, + 0.05318150669336319, + 0.057580891996622086, + 0.12381497025489807, + 0.20195630192756653, + 0.04796519875526428 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.012552893720567226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31358465552330017 + ], + "opposite_logprob_tokens": [ + -1.3135846853256226 + ], + "logprob_reward": -0.31358465552330017, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31358465552330017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04828358814120293, + 0.02432934008538723, + 0.049902450293302536, + 0.01800476759672165, + 0.04419935494661331, + 0.13329555094242096, + 0.4243175983428955, + 0.11082158982753754, + 0.10439325124025345, + 0.042452529072761536 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.31358465552330017 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot, captured from a low angle, tracks a majestic tiger as it moves with calculated grace through the dense, humid jungle undergrowth. The slow-motion effect dramatically amplifies the trembling contractions and flexes of its powerful shoulder and leg muscles beneath its vibrant orange-and-black striped fur, making every hair visible. Its body lies flat against the ground, its massive paws delicately and silently tapping the moist earth covered with giant ferns and fallen leaves. Each step is imbued with a sense of poised energy, its tail trailing steadily behind it, only a slight twitch at the end. Dappled sunlight filters through the layers of treetops, casting shifting shadows on its form. Its amber eyes remain fixed, pupils constricted, locked with unwavering, deadly focus on its prey, just beyond the camera's view. The scene, dominated by a palette of deep greens and warm oranges, is imbued with a quiet tension and the primal spirit of the hunt.", + "seed": 24127, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_7181_seed_24127_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26754823215305806, + "vlm_logprob": -0.26754823215305806, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.26754823215305806, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7079687118530273 + ], + "opposite_logprob_tokens": [ + -0.7079687118530273 + ], + "logprob_reward": -0.7079687118530273, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7079687118530273, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15463902056217194, + 0.04619602486491203, + 0.07068808376789093, + 0.0870203822851181, + 0.04196920245885849, + 0.15303412079811096, + 0.021267922595143318, + 0.3762425482273102, + 0.029510386288166046, + 0.019432304427027702 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.7079687118530273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029852356761693954 + ], + "opposite_logprob_tokens": [ + -3.5298523902893066 + ], + "logprob_reward": -0.029852356761693954, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029852356761693954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29612481594085693, + 0.08301160484552383, + 0.03657357767224312, + 0.07659263908863068, + 0.02242865413427353, + 0.052271585911512375, + 0.06292827427387238, + 0.11233901232481003, + 0.22858701646327972, + 0.02914268523454666 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.029852356761693954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129603460431099 + ], + "opposite_logprob_tokens": [ + -2.2379603385925293 + ], + "logprob_reward": -0.1129603460431099, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129603460431099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649143040180206, + 0.021744046360254288, + 0.07245531678199768, + 0.04467152804136276, + 0.022161798551678658, + 0.0930422842502594, + 0.014953894540667534, + 0.5763744711875916, + 0.040149882435798645, + 0.03795536234974861 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.1129603460431099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547126039862633 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547126039862633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547126039862633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07389942556619644, + 0.09015298634767532, + 0.04998816177248955, + 0.06667167693376541, + 0.036984629929065704, + 0.03709813952445984, + 0.05576443299651146, + 0.5286725759506226, + 0.029766632243990898, + 0.031001297757029533 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.012547126039862633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47441262006759644 + ], + "opposite_logprob_tokens": [ + -0.9744126200675964 + ], + "logprob_reward": -0.47441262006759644, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47441262006759644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2339525818824768, + 0.06463608145713806, + 0.05929427221417427, + 0.13731954991817474, + 0.054016295820474625, + 0.09881243854761124, + 0.05603880435228348, + 0.12883669137954712, + 0.08704978227615356, + 0.08004355430603027 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.47441262006759644 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot, captured from a low angle, tracks a majestic tiger as it moves with calculated grace through the dense, humid jungle undergrowth. The slow-motion effect dramatically amplifies the trembling contractions and flexes of its powerful shoulder and leg muscles beneath its vibrant orange-and-black striped fur, making every hair visible. Its body lies flat against the ground, its massive paws delicately and silently tapping the moist earth covered with giant ferns and fallen leaves. Each step is imbued with a sense of poised energy, its tail trailing steadily behind it, only a slight twitch at the end. Dappled sunlight filters through the layers of treetops, casting shifting shadows on its form. Its amber eyes remain fixed, pupils constricted, locked with unwavering, deadly focus on its prey, just beyond the camera's view. The scene, dominated by a palette of deep greens and warm oranges, is imbued with a quiet tension and the primal spirit of the hunt.", + "seed": 24128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_8/index_7181_seed_24128_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2941846888512373, + "vlm_logprob": -0.2941846888512373, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.2941846888512373, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9166088104248047 + ], + "opposite_logprob_tokens": [ + -0.5416088104248047 + ], + "logprob_reward": -0.9166088104248047, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9166088104248047, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07556559890508652, + 0.08448778837919235, + 0.05093849450349808, + 0.10188751667737961, + 0.11102301627397537, + 0.14474935829639435, + 0.12323801219463348, + 0.0884505957365036, + 0.10588448494672775, + 0.1137750968337059 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.9166088104248047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374788910150528 + ], + "opposite_logprob_tokens": [ + -3.408747911453247 + ], + "logprob_reward": -0.03374788910150528, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374788910150528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13495810329914093, + 0.07388019561767578, + 0.023609964177012444, + 0.2106098234653473, + 0.22506025433540344, + 0.16860967874526978, + 0.013876671902835369, + 0.04171980917453766, + 0.03071911446750164, + 0.07695633172988892 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.03374788910150528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900112122297287 + ], + "opposite_logprob_tokens": [ + -2.5790011882781982 + ], + "logprob_reward": -0.07900112122297287, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900112122297287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0421401709318161, + 0.4343213140964508, + 0.03263290226459503, + 0.04743529111146927, + 0.14073346555233002, + 0.13259059190750122, + 0.05953049287199974, + 0.03390500694513321, + 0.04051585495471954, + 0.03619496524333954 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.07900112122297287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547126039862633 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547126039862633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547126039862633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05755681172013283, + 0.12169795483350754, + 0.06687463819980621, + 0.04868234321475029, + 0.2897052764892578, + 0.22836358845233917, + 0.01924004592001438, + 0.045993249863386154, + 0.04329068213701248, + 0.0785953626036644 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.012547126039862633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low, tracking a tiger moving through dense, humid jungle undergrowth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger's fur vibrant orange and black with visible individual hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ground covered with giant ferns and fallen leaves while the tiger's paws tap the moist earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the tiger's amber eyes fixed with constricted pupils, locked in focus on prey beyond the camera's view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.429018497467041 + ], + "opposite_logprob_tokens": [ + -1.054018497467041 + ], + "logprob_reward": -0.429018497467041, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.429018497467041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12246035039424896, + 0.10569100081920624, + 0.06592585146427155, + 0.07260692119598389, + 0.1844489723443985, + 0.24799227714538574, + 0.05537964031100273, + 0.023086749017238617, + 0.04844626784324646, + 0.07396188378334045 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.429018497467041 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_tensor([8416, 8416])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_tensor([8416, 8416])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15a20886a16f58cdc35106e9da2b5b1a9fd9e319 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_tensor([8416, 8416])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot upward from an extremely low angle, the camera follows a crystal-clear firefly in a slow, graceful spiral as it steadily and deliberately orbits an unnaturally large flower, a fantastical hybrid of a lotus and a lily. A warm, luminous yellow-green glow emanates from the firefly's abdomen, leaving a trail of soft, dreamy light that gradually dissipates in its wake, the only dynamic source of light in the enchanted forest at night. The enormous flower it encircles has layered petals, a translucent milky white, edged with a faint pink-purple halo and coated in a layer of delicate, shimmering dewdrops. A constant, soft golden glow emanates from the center of the pistil, illuminating the inner petals. In the background is a deep, almost inky night sky, dotted with a few distant, bright stars, and framed by the blurred outlines of ancient trees. The moving light of fireflies casts shifting, soft shadows on the huge petals, which complement the static golden light of the stamens. The entire picture is shrouded in a tranquility that is almost religious, creating a quiet, dreamy atmosphere full of the sacredness of life.", + "seed": 5648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_8416_seed_5648_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12673363285139203, + "vlm_logprob": -0.12673363285139203, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.12673363285139203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.528836727142334 + ], + "opposite_logprob_tokens": [ + -0.903836727142334 + ], + "logprob_reward": -0.528836727142334, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.528836727142334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13401827216148376, + 0.0690329447388649, + 0.48121416568756104, + 0.04180978238582611, + 0.05938812717795372, + 0.024945242330431938, + 0.045101869851350784, + 0.014205382205545902, + 0.05783095210790634, + 0.07245324552059174 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.528836727142334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321382701396942 + ], + "opposite_logprob_tokens": [ + -3.7733213901519775 + ], + "logprob_reward": -0.023321382701396942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321382701396942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0452808253467083, + 0.04343869164586067, + 0.3666399121284485, + 0.04486400634050369, + 0.05857766047120094, + 0.061315134167671204, + 0.1756107062101364, + 0.033444859087467194, + 0.06237984076142311, + 0.10844835638999939 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.023321382701396942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961731541901827 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005961731541901827, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961731541901827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17366062104701996, + 0.18080875277519226, + 0.05509425327181816, + 0.03566223382949829, + 0.09155472368001938, + 0.12796486914157867, + 0.12325883656740189, + 0.053906626999378204, + 0.04533850774168968, + 0.1127505823969841 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005961731541901827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059515379369259 + ], + "opposite_logprob_tokens": [ + -3.895595073699951 + ], + "logprob_reward": -0.02059515379369259, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059515379369259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041269443929195404, + 0.07852321118116379, + 0.32715702056884766, + 0.046145614236593246, + 0.0831090584397316, + 0.040933333337306976, + 0.11264362186193466, + 0.019421804696321487, + 0.07507850229740143, + 0.17571842670440674 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.02059515379369259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495316907763481 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495316907763481, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495316907763481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036960069090127945, + 0.01845291070640087, + 0.4705350995063782, + 0.05404719337821007, + 0.04259413853287697, + 0.03946378082036972, + 0.11510811746120453, + 0.032393425703048706, + 0.14929454028606415, + 0.04115074872970581 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.05495316907763481 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot upward from an extremely low angle, the camera follows a crystal-clear firefly in a slow, graceful spiral as it steadily and deliberately orbits an unnaturally large flower, a fantastical hybrid of a lotus and a lily. A warm, luminous yellow-green glow emanates from the firefly's abdomen, leaving a trail of soft, dreamy light that gradually dissipates in its wake, the only dynamic source of light in the enchanted forest at night. The enormous flower it encircles has layered petals, a translucent milky white, edged with a faint pink-purple halo and coated in a layer of delicate, shimmering dewdrops. A constant, soft golden glow emanates from the center of the pistil, illuminating the inner petals. In the background is a deep, almost inky night sky, dotted with a few distant, bright stars, and framed by the blurred outlines of ancient trees. The moving light of fireflies casts shifting, soft shadows on the huge petals, which complement the static golden light of the stamens. The entire picture is shrouded in a tranquility that is almost religious, creating a quiet, dreamy atmosphere full of the sacredness of life.", + "seed": 5649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_8416_seed_5649_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18100553145632148, + "vlm_logprob": -0.18100553145632148, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.18100553145632148, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.831480860710144 + ], + "opposite_logprob_tokens": [ + -0.581480860710144 + ], + "logprob_reward": -0.831480860710144, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.831480860710144, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21738311648368835, + 0.05858447775244713, + 0.09509224444627762, + 0.12459161877632141, + 0.06188177317380905, + 0.04397350177168846, + 0.048274435102939606, + 0.16276682913303375, + 0.04993198439478874, + 0.13752003014087677 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.831480860710144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008670422248542309 + ], + "opposite_logprob_tokens": [ + -4.758670330047607 + ], + "logprob_reward": -0.008670422248542309, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008670422248542309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31669163703918457, + 0.04175813868641853, + 0.06932736188173294, + 0.19037720561027527, + 0.03725346922874451, + 0.03440362960100174, + 0.02916327491402626, + 0.08293498307466507, + 0.012893508188426495, + 0.18519678711891174 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008670422248542309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036276266910135746 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.0036276266910135746, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036276266910135746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37133848667144775, + 0.0894792228937149, + 0.06657637655735016, + 0.08614006638526917, + 0.0739806592464447, + 0.03855111449956894, + 0.04698425158858299, + 0.08899012953042984, + 0.034496817737817764, + 0.10346292704343796 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0036276266910135746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19651325047016144, + 0.07625274360179901, + 0.1635444313287735, + 0.0576108880341053, + 0.056434184312820435, + 0.09822313487529755, + 0.05300755426287651, + 0.15542933344841003, + 0.032421909272670746, + 0.11056260019540787 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043052781373262405 + ], + "opposite_logprob_tokens": [ + -3.1680526733398438 + ], + "logprob_reward": -0.043052781373262405, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043052781373262405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21435365080833435, + 0.0562356561422348, + 0.07990223169326782, + 0.07105112820863724, + 0.03955063596367836, + 0.05511533468961716, + 0.039714984595775604, + 0.08000772446393967, + 0.036012083292007446, + 0.3280564546585083 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.043052781373262405 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot upward from an extremely low angle, the camera follows a crystal-clear firefly in a slow, graceful spiral as it steadily and deliberately orbits an unnaturally large flower, a fantastical hybrid of a lotus and a lily. A warm, luminous yellow-green glow emanates from the firefly's abdomen, leaving a trail of soft, dreamy light that gradually dissipates in its wake, the only dynamic source of light in the enchanted forest at night. The enormous flower it encircles has layered petals, a translucent milky white, edged with a faint pink-purple halo and coated in a layer of delicate, shimmering dewdrops. A constant, soft golden glow emanates from the center of the pistil, illuminating the inner petals. In the background is a deep, almost inky night sky, dotted with a few distant, bright stars, and framed by the blurred outlines of ancient trees. The moving light of fireflies casts shifting, soft shadows on the huge petals, which complement the static golden light of the stamens. The entire picture is shrouded in a tranquility that is almost religious, creating a quiet, dreamy atmosphere full of the sacredness of life.", + "seed": 5650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_8416_seed_5650_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07511292463168502, + "vlm_logprob": -0.07511292463168502, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.07511292463168502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2877579927444458 + ], + "opposite_logprob_tokens": [ + -1.4127579927444458 + ], + "logprob_reward": -0.2877579927444458, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2877579927444458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12384230643510818, + 0.16354258358478546, + 0.05445940047502518, + 0.06312824040651321, + 0.04560798034071922, + 0.21783395111560822, + 0.035767506808042526, + 0.057876106351614, + 0.21539010107517242, + 0.022551823407411575 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.2877579927444458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014227855019271374 + ], + "opposite_logprob_tokens": [ + -4.264227867126465 + ], + "logprob_reward": -0.014227855019271374, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014227855019271374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07367121428251266, + 0.22943124175071716, + 0.1651713103055954, + 0.05162269249558449, + 0.023420505225658417, + 0.3529931306838989, + 0.016632672399282455, + 0.024239342659711838, + 0.04475345462560654, + 0.018064426258206367 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.014227855019271374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747674662619829 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747674662619829, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747674662619829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09931246191263199, + 0.12207537889480591, + 0.2925844192504883, + 0.05752323940396309, + 0.03944515064358711, + 0.26068779826164246, + 0.01887853816151619, + 0.028690136969089508, + 0.0389319472014904, + 0.041870880872011185 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.006747674662619829 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192220479249954 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192220479249954, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192220479249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09188941866159439, + 0.200149267911911, + 0.2103056013584137, + 0.06571315973997116, + 0.052530817687511444, + 0.2472095936536789, + 0.024838149547576904, + 0.01554818730801344, + 0.02954702265560627, + 0.06226886063814163 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.018192220479249954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048638880252838135 + ], + "opposite_logprob_tokens": [ + -3.0486388206481934 + ], + "logprob_reward": -0.048638880252838135, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048638880252838135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22373083233833313, + 0.32102271914482117, + 0.03923548758029938, + 0.07494575530290604, + 0.04588880389928818, + 0.14906223118305206, + 0.018271327018737793, + 0.02157679572701454, + 0.08803550153970718, + 0.01823054440319538 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.048638880252838135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot upward from an extremely low angle, the camera follows a crystal-clear firefly in a slow, graceful spiral as it steadily and deliberately orbits an unnaturally large flower, a fantastical hybrid of a lotus and a lily. A warm, luminous yellow-green glow emanates from the firefly's abdomen, leaving a trail of soft, dreamy light that gradually dissipates in its wake, the only dynamic source of light in the enchanted forest at night. The enormous flower it encircles has layered petals, a translucent milky white, edged with a faint pink-purple halo and coated in a layer of delicate, shimmering dewdrops. A constant, soft golden glow emanates from the center of the pistil, illuminating the inner petals. In the background is a deep, almost inky night sky, dotted with a few distant, bright stars, and framed by the blurred outlines of ancient trees. The moving light of fireflies casts shifting, soft shadows on the huge petals, which complement the static golden light of the stamens. The entire picture is shrouded in a tranquility that is almost religious, creating a quiet, dreamy atmosphere full of the sacredness of life.", + "seed": 5651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000090/group_9/index_8416_seed_5651_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13976225443184376, + "vlm_logprob": -0.13976225443184376, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.13976225443184376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47818857431411743 + ], + "opposite_logprob_tokens": [ + -0.9781885743141174 + ], + "logprob_reward": -0.47818857431411743, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47818857431411743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09297987073659897, + 0.17153002321720123, + 0.08000057935714722, + 0.08870379626750946, + 0.35222336649894714, + 0.05675497278571129, + 0.03817170485854149, + 0.02345013990998268, + 0.027668384835124016, + 0.06851707398891449 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.47818857431411743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903736084699631 + ], + "opposite_logprob_tokens": [ + -2.5790374279022217 + ], + "logprob_reward": -0.07903736084699631, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903736084699631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10088195651769638, + 0.15291520953178406, + 0.09641671925783157, + 0.07545512169599533, + 0.2515554130077362, + 0.050079114735126495, + 0.05093196779489517, + 0.02311483956873417, + 0.034250177443027496, + 0.16439951956272125 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.07903736084699631 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125612523406744 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.0125612523406744, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125612523406744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08586203306913376, + 0.16420547664165497, + 0.06982090324163437, + 0.1034960001707077, + 0.26551100611686707, + 0.07214091718196869, + 0.05100865289568901, + 0.04479841887950897, + 0.028114663437008858, + 0.11504192650318146 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.0125612523406744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080450266599655 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080450266599655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080450266599655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17644618451595306, + 0.17746831476688385, + 0.1194365844130516, + 0.1161654144525528, + 0.16033406555652618, + 0.04907749593257904, + 0.09338731318712234, + 0.016958417370915413, + 0.02659512497484684, + 0.06413111090660095 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.016080450266599655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle looking upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a firefly moving in a slow, graceful spiral orbiting a large flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the firefly emit a warm, luminous yellow-green glow from its abdomen that leaves a dissipating light trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower a fantastical hybrid of a lotus and lily with translucent milky white petals edged in pink-purple and covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deep night sky with distant stars and blurred outlines of ancient trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.112943634390831 + ], + "opposite_logprob_tokens": [ + -2.237943649291992 + ], + "logprob_reward": -0.112943634390831, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.112943634390831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12185388058423996, + 0.3345997631549835, + 0.09308291971683502, + 0.04767465963959694, + 0.09005739539861679, + 0.057972829788923264, + 0.10778449475765228, + 0.0386083759367466, + 0.01602667197585106, + 0.092338927090168 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.112943634390831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_tensor([9442, 9442])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_tensor([9442, 9442])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0443b6c1d15697453b81f654c3bb15fe2644fa98 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_tensor([9442, 9442])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows the rhythmic steps of a female backpacker as she ascends the steep, uneven stone steps of the ancient Great Wall. The backpacker wears a simple, dark brown ponytail, a few strands of hair whipping across her face in the morning breeze. She wears a professional crimson windbreaker, its nylon surface gleaming faintly in the dim light, durable black hiking pants, and a pair of high-top, muddy, dark brown hiking boots. She leans forward slightly to defy gravity, her grip on a carbon fiber trekking pole steadying her on the stone steps with each step. Her breath condenses into a fleeting white mist in the cool air. Behind her is a large, olive-green backpack, a rolled-up moisture-proof mat strapped to its top with a bungee cord, revealing the traces of a long journey. The soft, golden light of morning, just breaking through the horizon, casts a warm luster on the weathered gray masonry of the wall, highlighting its rough texture and the cracks of time. Behind her and in the distance, rolling hills are shrouded in flowing milky white mist, receding layer by layer towards the skyline, leaving only the dark green outlines of the mountain tops exposed, presenting a profound sense of layering like traditional Chinese ink paintings. The entire picture creates an atmosphere of tranquility, magnificence and perseverance.", + "seed": 23321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_9442_seed_23321_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.090995983639732, + "vlm_logprob": -0.090995983639732, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.090995983639732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.392843633890152 + ], + "opposite_logprob_tokens": [ + -1.1428436040878296 + ], + "logprob_reward": -0.392843633890152, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.392843633890152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603112667798996, + 0.14786188304424286, + 0.05364690348505974, + 0.0722634419798851, + 0.08137986063957214, + 0.20729045569896698, + 0.06741051375865936, + 0.06626257300376892, + 0.07706639915704727, + 0.06650670617818832 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.392843633890152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330111712217331 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330111712217331, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330111712217331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2321544736623764, + 0.06475990265607834, + 0.058937184512615204, + 0.24721302092075348, + 0.12728948891162872, + 0.06405477970838547, + 0.06336308270692825, + 0.05168231949210167, + 0.04526685178279877, + 0.0452788770198822 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.02330111712217331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181568011641502 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181568011641502, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181568011641502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11546075344085693, + 0.11613624542951584, + 0.049868520349264145, + 0.21714332699775696, + 0.0754767656326294, + 0.13638857007026672, + 0.1052861362695694, + 0.05918865278363228, + 0.09530919790267944, + 0.029741838574409485 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.018181568011641502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002483737887814641 + ], + "opposite_logprob_tokens": [ + -6.00248384475708 + ], + "logprob_reward": -0.002483737887814641, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002483737887814641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2154335230588913, + 0.09314828366041183, + 0.1263342648744583, + 0.055853553116321564, + 0.058581575751304626, + 0.0855395495891571, + 0.19354425370693207, + 0.06628809869289398, + 0.04612494260072708, + 0.05915192887187004 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.002483737887814641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018169861286878586 + ], + "opposite_logprob_tokens": [ + -4.01816987991333 + ], + "logprob_reward": -0.018169861286878586, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018169861286878586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24520711600780487, + 0.2846378982067108, + 0.029736237600445747, + 0.05260884389281273, + 0.04967554658651352, + 0.05603344365954399, + 0.13919684290885925, + 0.06379032135009766, + 0.03312322869896889, + 0.04599056392908096 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.018169861286878586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows the rhythmic steps of a female backpacker as she ascends the steep, uneven stone steps of the ancient Great Wall. The backpacker wears a simple, dark brown ponytail, a few strands of hair whipping across her face in the morning breeze. She wears a professional crimson windbreaker, its nylon surface gleaming faintly in the dim light, durable black hiking pants, and a pair of high-top, muddy, dark brown hiking boots. She leans forward slightly to defy gravity, her grip on a carbon fiber trekking pole steadying her on the stone steps with each step. Her breath condenses into a fleeting white mist in the cool air. Behind her is a large, olive-green backpack, a rolled-up moisture-proof mat strapped to its top with a bungee cord, revealing the traces of a long journey. The soft, golden light of morning, just breaking through the horizon, casts a warm luster on the weathered gray masonry of the wall, highlighting its rough texture and the cracks of time. Behind her and in the distance, rolling hills are shrouded in flowing milky white mist, receding layer by layer towards the skyline, leaving only the dark green outlines of the mountain tops exposed, presenting a profound sense of layering like traditional Chinese ink paintings. The entire picture creates an atmosphere of tranquility, magnificence and perseverance.", + "seed": 23322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_9442_seed_23322_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03250427930615842, + "vlm_logprob": -0.03250427930615842, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.03250427930615842, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10955563187599182 + ], + "opposite_logprob_tokens": [ + -2.359555721282959 + ], + "logprob_reward": -0.10955563187599182, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10955563187599182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018127186223864555, + 0.013563754968345165, + 0.008949779905378819, + 0.010361178778111935, + 0.013593427836894989, + 0.010760120116174221, + 0.8504260182380676, + 0.008196277543902397, + 0.011953826993703842, + 0.054068464785814285 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.10955563187599182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636430785059929 + ], + "opposite_logprob_tokens": [ + -3.651364326477051 + ], + "logprob_reward": -0.02636430785059929, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636430785059929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022594179958105087, + 0.022211894392967224, + 0.014851951971650124, + 0.028171615675091743, + 0.03682040795683861, + 0.010813266038894653, + 0.6754306554794312, + 0.018319088965654373, + 0.009170526638627052, + 0.16161642968654633 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.02636430785059929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945852026343346 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945852026343346, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945852026343346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050330761820077896, + 0.01927720196545124, + 0.025349270552396774, + 0.0817037895321846, + 0.027010489255189896, + 0.03365872800350189, + 0.6412685513496399, + 0.0641191154718399, + 0.02769342251121998, + 0.029588719829916954 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.005945852026343346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024846892338246107 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.0024846892338246107, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024846892338246107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06557200849056244, + 0.026932068169116974, + 0.027775855734944344, + 0.03544490039348602, + 0.061454493552446365, + 0.02973138354718685, + 0.25956451892852783, + 0.05039564520120621, + 0.015619405545294285, + 0.42750975489616394 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0024846892338246107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817091554403305 + ], + "opposite_logprob_tokens": [ + -4.0181708335876465 + ], + "logprob_reward": -0.01817091554403305, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817091554403305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018535735085606575, + 0.01165478304028511, + 0.011564013548195362, + 0.00910801813006401, + 0.011119132861495018, + 0.013777622021734715, + 0.24888712167739868, + 0.020475860685110092, + 0.007286157459020615, + 0.6475915312767029 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.01817091554403305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows the rhythmic steps of a female backpacker as she ascends the steep, uneven stone steps of the ancient Great Wall. The backpacker wears a simple, dark brown ponytail, a few strands of hair whipping across her face in the morning breeze. She wears a professional crimson windbreaker, its nylon surface gleaming faintly in the dim light, durable black hiking pants, and a pair of high-top, muddy, dark brown hiking boots. She leans forward slightly to defy gravity, her grip on a carbon fiber trekking pole steadying her on the stone steps with each step. Her breath condenses into a fleeting white mist in the cool air. Behind her is a large, olive-green backpack, a rolled-up moisture-proof mat strapped to its top with a bungee cord, revealing the traces of a long journey. The soft, golden light of morning, just breaking through the horizon, casts a warm luster on the weathered gray masonry of the wall, highlighting its rough texture and the cracks of time. Behind her and in the distance, rolling hills are shrouded in flowing milky white mist, receding layer by layer towards the skyline, leaving only the dark green outlines of the mountain tops exposed, presenting a profound sense of layering like traditional Chinese ink paintings. The entire picture creates an atmosphere of tranquility, magnificence and perseverance.", + "seed": 23323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_9442_seed_23323_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13733085617423058, + "vlm_logprob": -0.13733085617423058, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.13733085617423058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5868903398513794 + ], + "opposite_logprob_tokens": [ + -0.8368903398513794 + ], + "logprob_reward": -0.5868903398513794, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5868903398513794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16910052299499512, + 0.07523650676012039, + 0.21221409738063812, + 0.07142367959022522, + 0.10334891080856323, + 0.049212243407964706, + 0.08647458255290985, + 0.07699527591466904, + 0.0659518763422966, + 0.09004225581884384 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.5868903398513794 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038116808980703354 + ], + "opposite_logprob_tokens": [ + -3.288116693496704 + ], + "logprob_reward": -0.038116808980703354, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038116808980703354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17557039856910706, + 0.056432608515024185, + 0.23566028475761414, + 0.14978720247745514, + 0.06981734186410904, + 0.04351300746202469, + 0.0560360811650753, + 0.04451359435915947, + 0.1266360878944397, + 0.042033396661281586 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.038116808980703354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1386248916387558, + 0.04803314432501793, + 0.48294907808303833, + 0.028013670817017555, + 0.0386488139629364, + 0.051551319658756256, + 0.039668481796979904, + 0.06440617889165878, + 0.06278694421052933, + 0.04531746357679367 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977633148431778 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.00977633148431778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977633148431778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19600465893745422, + 0.04474162682890892, + 0.20926618576049805, + 0.022001324221491814, + 0.04658642038702965, + 0.045002419501543045, + 0.036987289786338806, + 0.1269250214099884, + 0.21019874513149261, + 0.062286339700222015 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.00977633148431778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033681388944387436 + ], + "opposite_logprob_tokens": [ + -3.4086813926696777 + ], + "logprob_reward": -0.033681388944387436, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033681388944387436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17695097625255585, + 0.02835025265812874, + 0.29326966404914856, + 0.03214838355779648, + 0.05884654074907303, + 0.11566775292158127, + 0.03970903158187866, + 0.1222311481833458, + 0.07187380641698837, + 0.060952458530664444 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.033681388944387436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot, the camera slowly tilting upward, follows the rhythmic steps of a female backpacker as she ascends the steep, uneven stone steps of the ancient Great Wall. The backpacker wears a simple, dark brown ponytail, a few strands of hair whipping across her face in the morning breeze. She wears a professional crimson windbreaker, its nylon surface gleaming faintly in the dim light, durable black hiking pants, and a pair of high-top, muddy, dark brown hiking boots. She leans forward slightly to defy gravity, her grip on a carbon fiber trekking pole steadying her on the stone steps with each step. Her breath condenses into a fleeting white mist in the cool air. Behind her is a large, olive-green backpack, a rolled-up moisture-proof mat strapped to its top with a bungee cord, revealing the traces of a long journey. The soft, golden light of morning, just breaking through the horizon, casts a warm luster on the weathered gray masonry of the wall, highlighting its rough texture and the cracks of time. Behind her and in the distance, rolling hills are shrouded in flowing milky white mist, receding layer by layer towards the skyline, leaving only the dark green outlines of the mountain tops exposed, presenting a profound sense of layering like traditional Chinese ink paintings. The entire picture creates an atmosphere of tranquility, magnificence and perseverance.", + "seed": 23324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_0/index_9442_seed_23324_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04645175468176603, + "vlm_logprob": -0.04645175468176603, + "vlm_yes_no_margin": 3.750000023841858, + "vlm_token_credit": -0.04645175468176603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15415994822978973 + ], + "opposite_logprob_tokens": [ + -2.0291600227355957 + ], + "logprob_reward": -0.15415994822978973, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.15415994822978973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618788093328476, + 0.04259510338306427, + 0.08179008215665817, + 0.07191723585128784, + 0.024503543972969055, + 0.021984416991472244, + 0.04958822578191757, + 0.515354573726654, + 0.013905953615903854, + 0.016482070088386536 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.15415994822978973 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038127366453409195 + ], + "opposite_logprob_tokens": [ + -3.2881274223327637 + ], + "logprob_reward": -0.038127366453409195, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038127366453409195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25703155994415283, + 0.05969223007559776, + 0.07787159830331802, + 0.13661114871501923, + 0.06849810481071472, + 0.06579288840293884, + 0.0460076667368412, + 0.19691704213619232, + 0.016721464693546295, + 0.07485635578632355 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.038127366453409195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185900524258614 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018185900524258614, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185900524258614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23918038606643677, + 0.03914489224553108, + 0.12480875849723816, + 0.1159411296248436, + 0.08812452107667923, + 0.08421081304550171, + 0.06323427706956863, + 0.13771823048591614, + 0.040880028158426285, + 0.06675701588392258 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.018185900524258614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036120666190981865 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036120666190981865, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036120666190981865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14179089665412903, + 0.04824800789356232, + 0.22236046195030212, + 0.28297704458236694, + 0.05328363925218582, + 0.056753113865852356, + 0.026696447283029556, + 0.0262178722769022, + 0.10609257221221924, + 0.035579923540353775 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0036120666190981865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female backpacker wearing a crimson windbreaker and dark brown hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the backpacker ascending steep, uneven stone steps of the Great Wall while leaning forward and using a carbon fiber trekking pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment characterized by weathered gray masonry, rolling hills, and milky white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden morning light breaking through the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018173491582274437 + ], + "opposite_logprob_tokens": [ + -4.018173694610596 + ], + "logprob_reward": -0.018173491582274437, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018173491582274437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15729522705078125, + 0.08153633773326874, + 0.14047586917877197, + 0.12353047728538513, + 0.05745939910411835, + 0.04071703180670738, + 0.04996217042207718, + 0.20490433275699615, + 0.0914485827088356, + 0.05267053842544556 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.018173491582274437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_tensor([4619, 4619])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_tensor([4619, 4619])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e72dd3d275d6e84f922ad5150cc444bb95a5a870 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_tensor([4619, 4619])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight close-up shot from a slightly upward angle, perfectly capturing the visual style of nostalgic 1980s animation, locks on a giant king crab, curled up on a dark, mossy volcanic rock beneath the murky seabed. The crab's vibrant orange-red carapace, covered in sharp spines and jagged textures, is rendered with the signature hand-painted cel-like quality of a hard sheen and large, flat, sharp-edged dark shadows. Its disproportionately large claws gently open and close in a slow, rhythmic pattern, revealing a hidden, awe-inspiring power. A faint beam of light from the upper corner of the frame penetrates the gloom of the deep sea, illuminating the top of the crab's shell. The background is a blurry, deep blue water, with wisps of tiny bubbles rising from beneath it. The entire picture is covered with a layer of obvious, analog film-like grain, which contrasts with the cool background of Prussian blue and dark green, creating a mysterious, nostalgic and tense atmosphere.", + "seed": 21850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_4619_seed_21850_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30679272543638947, + "vlm_logprob": -0.30679272543638947, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.30679272543638947, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040021806955337524 + ], + "opposite_logprob_tokens": [ + -3.2900218963623047 + ], + "logprob_reward": -0.040021806955337524, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040021806955337524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414104551076889, + 0.21512845158576965, + 0.08593413978815079, + 0.05869259685277939, + 0.20933257043361664, + 0.07018877565860748, + 0.047761302441358566, + 0.07884905487298965, + 0.04723193868994713, + 0.045470792800188065 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.040021806955337524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370654106140137 + ], + "opposite_logprob_tokens": [ + -0.38706541061401367 + ], + "logprob_reward": -1.1370654106140137, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370654106140137, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3916752338409424, + 0.16096845269203186, + 0.06164472550153732, + 0.05032207444310188, + 0.09079711884260178, + 0.03275645151734352, + 0.05246226117014885, + 0.10201457887887955, + 0.027566267177462578, + 0.02979280799627304 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -1.1370654106140137 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526233296841383 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.00526233296841383, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526233296841383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40264567732810974, + 0.20393283665180206, + 0.07732703536748886, + 0.05378599464893341, + 0.03820427507162094, + 0.02796974405646324, + 0.04864560812711716, + 0.10600335896015167, + 0.015974806621670723, + 0.025510599836707115 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00526233296841383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134932518005371 + ], + "opposite_logprob_tokens": [ + -1.313493251800537 + ], + "logprob_reward": -0.3134932518005371, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134932518005371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23056891560554504, + 0.05926651507616043, + 0.06717725843191147, + 0.04318201541900635, + 0.1254296898841858, + 0.019056839868426323, + 0.04581840708851814, + 0.320147305727005, + 0.048225220292806625, + 0.041127901524305344 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.3134932518005371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038120824843645096 + ], + "opposite_logprob_tokens": [ + -3.288120746612549 + ], + "logprob_reward": -0.038120824843645096, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038120824843645096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3278901278972626, + 0.18025267124176025, + 0.0697234645485878, + 0.055282190442085266, + 0.0592196099460125, + 0.038059283047914505, + 0.12668290734291077, + 0.08527406305074692, + 0.027279186993837357, + 0.030336571857333183 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.038120824843645096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, perfectly capturing the visual style of nostalgic 1980s animation, locks on a giant king crab, curled up on a dark, mossy volcanic rock beneath the murky seabed. The crab's vibrant orange-red carapace, covered in sharp spines and jagged textures, is rendered with the signature hand-painted cel-like quality of a hard sheen and large, flat, sharp-edged dark shadows. Its disproportionately large claws gently open and close in a slow, rhythmic pattern, revealing a hidden, awe-inspiring power. A faint beam of light from the upper corner of the frame penetrates the gloom of the deep sea, illuminating the top of the crab's shell. The background is a blurry, deep blue water, with wisps of tiny bubbles rising from beneath it. The entire picture is covered with a layer of obvious, analog film-like grain, which contrasts with the cool background of Prussian blue and dark green, creating a mysterious, nostalgic and tense atmosphere.", + "seed": 21851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_4619_seed_21851_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1757020467426628, + "vlm_logprob": -0.1757020467426628, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.1757020467426628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02447054535150528 + ], + "opposite_logprob_tokens": [ + -3.774470567703247 + ], + "logprob_reward": -0.02447054535150528, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02447054535150528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415240466594696, + 0.07130350172519684, + 0.04715300351381302, + 0.0628209263086319, + 0.16248294711112976, + 0.08119992911815643, + 0.10157687216997147, + 0.030986636877059937, + 0.27336326241493225, + 0.027588866651058197 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02447054535150528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761532783508301 + ], + "opposite_logprob_tokens": [ + -0.8261532783508301 + ], + "logprob_reward": -0.5761532783508301, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761532783508301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14136449992656708, + 0.1039462760090828, + 0.10106884688138962, + 0.07112812250852585, + 0.3117380142211914, + 0.045523401349782944, + 0.09385275840759277, + 0.04132385179400444, + 0.06581712514162064, + 0.024237075820565224 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.5761532783508301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036219253670424223 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036219253670424223, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036219253670424223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18715143203735352, + 0.11488743126392365, + 0.07729119807481766, + 0.08520741760730743, + 0.235920712351799, + 0.03550667688250542, + 0.1030019000172615, + 0.05667819082736969, + 0.07933992892503738, + 0.025015121325850487 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0036219253670424223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559301555156708 + ], + "opposite_logprob_tokens": [ + -1.6005929708480835 + ], + "logprob_reward": -0.22559301555156708, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559301555156708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0805014967918396, + 0.08134563267230988, + 0.08205198496580124, + 0.04037412628531456, + 0.3169519305229187, + 0.04169851168990135, + 0.0981716513633728, + 0.028909411281347275, + 0.20135177671909332, + 0.0286435317248106 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.22559301555156708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867146909236908 + ], + "opposite_logprob_tokens": [ + -3.0486714839935303 + ], + "logprob_reward": -0.04867146909236908, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867146909236908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24500779807567596, + 0.0704755038022995, + 0.07976454496383667, + 0.0640433207154274, + 0.2986464202404022, + 0.026988621801137924, + 0.05469031259417534, + 0.028423428535461426, + 0.0948471948504448, + 0.03711279481649399 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.04867146909236908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, perfectly capturing the visual style of nostalgic 1980s animation, locks on a giant king crab, curled up on a dark, mossy volcanic rock beneath the murky seabed. The crab's vibrant orange-red carapace, covered in sharp spines and jagged textures, is rendered with the signature hand-painted cel-like quality of a hard sheen and large, flat, sharp-edged dark shadows. Its disproportionately large claws gently open and close in a slow, rhythmic pattern, revealing a hidden, awe-inspiring power. A faint beam of light from the upper corner of the frame penetrates the gloom of the deep sea, illuminating the top of the crab's shell. The background is a blurry, deep blue water, with wisps of tiny bubbles rising from beneath it. The entire picture is covered with a layer of obvious, analog film-like grain, which contrasts with the cool background of Prussian blue and dark green, creating a mysterious, nostalgic and tense atmosphere.", + "seed": 21852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_4619_seed_21852_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1678784539923072, + "vlm_logprob": -0.1678784539923072, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1678784539923072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05141314119100571 + ], + "opposite_logprob_tokens": [ + -3.051413059234619 + ], + "logprob_reward": -0.05141314119100571, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05141314119100571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08219438046216965, + 0.10821004211902618, + 0.04615063965320587, + 0.2067996859550476, + 0.09998507052659988, + 0.2519970238208771, + 0.10247238725423813, + 0.06919284909963608, + 0.019930904731154442, + 0.013067008927464485 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.05141314119100571 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894265055656433 + ], + "opposite_logprob_tokens": [ + -1.0539426803588867 + ], + "logprob_reward": -0.42894265055656433, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42894265055656433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10255088657140732, + 0.26265856623649597, + 0.13918229937553406, + 0.06981363147497177, + 0.03415459394454956, + 0.2691284418106079, + 0.04861689731478691, + 0.038961734622716904, + 0.017708268016576767, + 0.01722463220357895 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.42894265055656433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1981978565454483, + 0.14891836047172546, + 0.0924135074019432, + 0.1417095959186554, + 0.08490032702684402, + 0.11933087557554245, + 0.1066148579120636, + 0.03931967169046402, + 0.04319458827376366, + 0.025400260463356972 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135401010513306 + ], + "opposite_logprob_tokens": [ + -1.4063539505004883 + ], + "logprob_reward": -0.28135401010513306, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135401010513306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1123330220580101, + 0.17335326969623566, + 0.08299508690834045, + 0.16597023606300354, + 0.06359580904245377, + 0.29632407426834106, + 0.04739930480718613, + 0.030116407200694084, + 0.013554178178310394, + 0.014358666725456715 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.28135401010513306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004393637180328 + ], + "opposite_logprob_tokens": [ + -2.6950440406799316 + ], + "logprob_reward": -0.07004393637180328, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004393637180328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08923506736755371, + 0.08881401270627975, + 0.09764096885919571, + 0.18593421578407288, + 0.151147723197937, + 0.08241544663906097, + 0.1424950212240219, + 0.05136151239275932, + 0.09064505994319916, + 0.02031095325946808 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.07004393637180328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, perfectly capturing the visual style of nostalgic 1980s animation, locks on a giant king crab, curled up on a dark, mossy volcanic rock beneath the murky seabed. The crab's vibrant orange-red carapace, covered in sharp spines and jagged textures, is rendered with the signature hand-painted cel-like quality of a hard sheen and large, flat, sharp-edged dark shadows. Its disproportionately large claws gently open and close in a slow, rhythmic pattern, revealing a hidden, awe-inspiring power. A faint beam of light from the upper corner of the frame penetrates the gloom of the deep sea, illuminating the top of the crab's shell. The background is a blurry, deep blue water, with wisps of tiny bubbles rising from beneath it. The entire picture is covered with a layer of obvious, analog film-like grain, which contrasts with the cool background of Prussian blue and dark green, creating a mysterious, nostalgic and tense atmosphere.", + "seed": 21853, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_1/index_4619_seed_21853_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11072992444969713, + "vlm_logprob": -0.11072992444969713, + "vlm_yes_no_margin": 3.3500000119209288, + "vlm_token_credit": -0.11072992444969713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012593860737979412 + ], + "opposite_logprob_tokens": [ + -4.512593746185303 + ], + "logprob_reward": -0.012593860737979412, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012593860737979412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13434037566184998, + 0.1989477127790451, + 0.17519332468509674, + 0.07218865305185318, + 0.06429437547922134, + 0.06025147810578346, + 0.061454884707927704, + 0.13272960484027863, + 0.06325912475585938, + 0.0373404324054718 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012593860737979412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039633750915527 + ], + "opposite_logprob_tokens": [ + -1.9103963375091553 + ], + "logprob_reward": -0.16039633750915527, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039633750915527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09022357314825058, + 0.2333880215883255, + 0.1483762115240097, + 0.09781531244516373, + 0.061664924025535583, + 0.028115853667259216, + 0.03643657639622688, + 0.22120659053325653, + 0.0589146725833416, + 0.023858269676566124 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.16039633750915527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201397204771638 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.002201397204771638, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201397204771638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12302979081869125, + 0.2546750605106354, + 0.14689891040325165, + 0.07396285235881805, + 0.0997047945857048, + 0.03130284324288368, + 0.04818791523575783, + 0.13823671638965607, + 0.051424529403448105, + 0.03257669508457184 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.002201397204771638 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486482501029968 + ], + "opposite_logprob_tokens": [ + -1.2236483097076416 + ], + "logprob_reward": -0.3486482501029968, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486482501029968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08920077234506607, + 0.09125157445669174, + 0.09767009317874908, + 0.11728671193122864, + 0.11845852434635162, + 0.12354762852191925, + 0.0351886972784996, + 0.1278434693813324, + 0.09700983017683029, + 0.1025426834821701 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.3486482501029968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a giant king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab curled up on a dark, mossy volcanic rock beneath a murky seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crab have a vibrant orange-red carapace with sharp spines and jagged textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's large claws gently opening and closing in a slow, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered with a nostalgic 1980s animation style featuring hand-painted cel-like quality, large flat shadows, and analog film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809776693582535 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809776693582535, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809776693582535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20970827341079712, + 0.33727866411209106, + 0.06700283288955688, + 0.09535935521125793, + 0.05747183784842491, + 0.053537074476480484, + 0.020196357741951942, + 0.0733211487531662, + 0.028042232617735863, + 0.05808228626847267 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.029809776693582535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_tensor([9170, 9170])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_tensor([9170, 9170])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8fd55c10546b50f56e38339db8604b5a90708bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_tensor([9170, 9170])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, medium-distance zoom shot, captured with high-definition digital footage, focuses on a towering female martial artist, standing still in the center of an ancient courtyard. Her long, dark hair is pinned high with an exquisite wooden hairpin, her expression stern and focused. She wears a sharply tailored, rich crimson silk robe, delicately embroidered with golden cloud patterns. The robe gleams with a deep luster under the soft light of the late afternoon sun filtering through the clouds. The bluestone floor beneath her feet is strewn with a few fallen leaves, while the backdrop is a rustic wooden corridor and a verdant bamboo forest. She clutches a massive, closed folding fan with black ribs, her legs slightly bent, her center of gravity lowered, poised for action. Suddenly, with a sharp flick of her wrist, and with a crisp click, the enormous fan spun swiftly and smoothly in her hand, forming a perfect black semicircle. At the moment the fan fully unfolded, countless surreal golden light particles suddenly burst forth from the cracks in the ribs and the edges of the fan. As if imbued with life, they traced elegant, intricate spirals through the air, trailing wisps of light that instantly illuminated her resolute face and the flowing sheen of her silk dress. The entire dynamic process was meticulously captured, with the trajectory of each light particle, the texture of the silk, and even the dust particles hanging in the air clearly visible. This created a visual atmosphere imbued with mystery and awe, seamlessly blending the power of classical martial arts with a supernatural aesthetic.", + "seed": 33426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_9170_seed_33426_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.050989025831222536, + "vlm_logprob": -0.050989025831222536, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.050989025831222536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07308124750852585 + ], + "opposite_logprob_tokens": [ + -2.6980812549591064 + ], + "logprob_reward": -0.07308124750852585, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07308124750852585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20442898571491241, + 0.03998468816280365, + 0.013925354927778244, + 0.022349927574396133, + 0.036218054592609406, + 0.04088858142495155, + 0.05562923103570938, + 0.44856852293014526, + 0.08087075501680374, + 0.057135943323373795 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.07308124750852585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331206575036049 + ], + "opposite_logprob_tokens": [ + -3.7733120918273926 + ], + "logprob_reward": -0.02331206575036049, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331206575036049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19381968677043915, + 0.06671930849552155, + 0.04921986162662506, + 0.05224224552512169, + 0.048664286732673645, + 0.04233581945300102, + 0.07396291941404343, + 0.26033565402030945, + 0.03632393851876259, + 0.17637622356414795 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02331206575036049 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646945506334305 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.048646945506334305, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646945506334305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16258801519870758, + 0.03405633941292763, + 0.019426584243774414, + 0.08021203428506851, + 0.026872791349887848, + 0.07632885128259659, + 0.44769951701164246, + 0.0647730603814125, + 0.02124296873807907, + 0.06679985672235489 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.048646945506334305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496467649936676 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496467649936676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496467649936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25138193368911743, + 0.023615708574652672, + 0.019438453018665314, + 0.059293437749147415, + 0.05406107380986214, + 0.08032137155532837, + 0.13346388936042786, + 0.24500387907028198, + 0.046085987240076065, + 0.08733430504798889 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.05496467649936676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494019389152527 + ], + "opposite_logprob_tokens": [ + -2.9299402236938477 + ], + "logprob_reward": -0.05494019389152527, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494019389152527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22302605211734772, + 0.05650082975625992, + 0.019221346825361252, + 0.02406117506325245, + 0.04981408268213272, + 0.05807085335254669, + 0.3136415183544159, + 0.04345916211605072, + 0.04072433337569237, + 0.1714806854724884 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.05494019389152527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium-distance zoom shot, captured with high-definition digital footage, focuses on a towering female martial artist, standing still in the center of an ancient courtyard. Her long, dark hair is pinned high with an exquisite wooden hairpin, her expression stern and focused. She wears a sharply tailored, rich crimson silk robe, delicately embroidered with golden cloud patterns. The robe gleams with a deep luster under the soft light of the late afternoon sun filtering through the clouds. The bluestone floor beneath her feet is strewn with a few fallen leaves, while the backdrop is a rustic wooden corridor and a verdant bamboo forest. She clutches a massive, closed folding fan with black ribs, her legs slightly bent, her center of gravity lowered, poised for action. Suddenly, with a sharp flick of her wrist, and with a crisp click, the enormous fan spun swiftly and smoothly in her hand, forming a perfect black semicircle. At the moment the fan fully unfolded, countless surreal golden light particles suddenly burst forth from the cracks in the ribs and the edges of the fan. As if imbued with life, they traced elegant, intricate spirals through the air, trailing wisps of light that instantly illuminated her resolute face and the flowing sheen of her silk dress. The entire dynamic process was meticulously captured, with the trajectory of each light particle, the texture of the silk, and even the dust particles hanging in the air clearly visible. This created a visual atmosphere imbued with mystery and awe, seamlessly blending the power of classical martial arts with a supernatural aesthetic.", + "seed": 33427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_9170_seed_33427_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.143002300709486, + "vlm_logprob": -0.143002300709486, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.143002300709486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034598905593156815 + ], + "opposite_logprob_tokens": [ + -3.4095988273620605 + ], + "logprob_reward": -0.034598905593156815, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034598905593156815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02017292007803917, + 0.08602594584226608, + 0.10650671273469925, + 0.28813037276268005, + 0.021614614874124527, + 0.03966991975903511, + 0.02402506023645401, + 0.023223094642162323, + 0.37018775939941406, + 0.0204436294734478 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.034598905593156815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205635145306587 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205635145306587, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205635145306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09761008620262146, + 0.06685157120227814, + 0.05043040215969086, + 0.45668748021125793, + 0.023817718029022217, + 0.031048474833369255, + 0.01678738184273243, + 0.04208776727318764, + 0.16697123646736145, + 0.04770788550376892 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.06205635145306587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896003127098083 + ], + "opposite_logprob_tokens": [ + -2.5789599418640137 + ], + "logprob_reward": -0.07896003127098083, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896003127098083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044660717248916626, + 0.026724107563495636, + 0.027808494865894318, + 0.5332275032997131, + 0.0186377614736557, + 0.047494154423475266, + 0.01722155511379242, + 0.042032331228256226, + 0.2039467990398407, + 0.038246482610702515 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.07896003127098083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233364105224609 + ], + "opposite_logprob_tokens": [ + -0.8983364105224609 + ], + "logprob_reward": -0.5233364105224609, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233364105224609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035553958266973495, + 0.022128302603960037, + 0.031870633363723755, + 0.09919881820678711, + 0.04553748294711113, + 0.03788944333791733, + 0.0302742850035429, + 0.11080275475978851, + 0.5545036196708679, + 0.032240696251392365 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.5233364105224609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605980470776558 + ], + "opposite_logprob_tokens": [ + -4.141059875488281 + ], + "logprob_reward": -0.01605980470776558, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605980470776558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017160233110189438, + 0.013240098021924496, + 0.003066656645387411, + 0.9432127475738525, + 0.0035826480016112328, + 0.004998248536139727, + 0.0008394357864744961, + 0.002684637438505888, + 0.009460640139877796, + 0.001754676690325141 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.01605980470776558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium-distance zoom shot, captured with high-definition digital footage, focuses on a towering female martial artist, standing still in the center of an ancient courtyard. Her long, dark hair is pinned high with an exquisite wooden hairpin, her expression stern and focused. She wears a sharply tailored, rich crimson silk robe, delicately embroidered with golden cloud patterns. The robe gleams with a deep luster under the soft light of the late afternoon sun filtering through the clouds. The bluestone floor beneath her feet is strewn with a few fallen leaves, while the backdrop is a rustic wooden corridor and a verdant bamboo forest. She clutches a massive, closed folding fan with black ribs, her legs slightly bent, her center of gravity lowered, poised for action. Suddenly, with a sharp flick of her wrist, and with a crisp click, the enormous fan spun swiftly and smoothly in her hand, forming a perfect black semicircle. At the moment the fan fully unfolded, countless surreal golden light particles suddenly burst forth from the cracks in the ribs and the edges of the fan. As if imbued with life, they traced elegant, intricate spirals through the air, trailing wisps of light that instantly illuminated her resolute face and the flowing sheen of her silk dress. The entire dynamic process was meticulously captured, with the trajectory of each light particle, the texture of the silk, and even the dust particles hanging in the air clearly visible. This created a visual atmosphere imbued with mystery and awe, seamlessly blending the power of classical martial arts with a supernatural aesthetic.", + "seed": 33428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_9170_seed_33428_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.037702425569295886, + "vlm_logprob": -0.037702425569295886, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.037702425569295886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06075027585029602 + ], + "opposite_logprob_tokens": [ + -2.9357502460479736 + ], + "logprob_reward": -0.06075027585029602, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06075027585029602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03554095700383186, + 0.021762806922197342, + 0.027398837730288506, + 0.06944296509027481, + 0.027060750871896744, + 0.03582259267568588, + 0.42895424365997314, + 0.0205275546759367, + 0.29588255286216736, + 0.03760675713419914 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.06075027585029602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813367709517479 + ], + "opposite_logprob_tokens": [ + -3.2881336212158203 + ], + "logprob_reward": -0.03813367709517479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813367709517479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06352441757917404, + 0.04907885193824768, + 0.07808142900466919, + 0.07418283075094223, + 0.008091920986771584, + 0.03212539106607437, + 0.18050073087215424, + 0.023953024297952652, + 0.4397319555282593, + 0.050729457288980484 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.03813367709517479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029687298461794853, + 0.020465217530727386, + 0.042252812534570694, + 0.12851350009441376, + 0.01637233793735504, + 0.03455765172839165, + 0.2753594219684601, + 0.08109427988529205, + 0.27927446365356445, + 0.09242303669452667 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.023284347727894783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306728392839432 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.04306728392839432, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306728392839432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0410161055624485, + 0.0222316887229681, + 0.05695178732275963, + 0.06573435664176941, + 0.02024117484688759, + 0.04157437011599541, + 0.5654212832450867, + 0.02992222271859646, + 0.10712277144193649, + 0.04978419840335846 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.04306728392839432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276543244719505 + ], + "opposite_logprob_tokens": [ + -3.7732765674591064 + ], + "logprob_reward": -0.023276543244719505, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276543244719505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15426580607891083, + 0.049643341451883316, + 0.07400376349687576, + 0.1674233078956604, + 0.05293256789445877, + 0.06902429461479187, + 0.07344938814640045, + 0.026729535311460495, + 0.2705392837524414, + 0.06198867782950401 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.023276543244719505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium-distance zoom shot, captured with high-definition digital footage, focuses on a towering female martial artist, standing still in the center of an ancient courtyard. Her long, dark hair is pinned high with an exquisite wooden hairpin, her expression stern and focused. She wears a sharply tailored, rich crimson silk robe, delicately embroidered with golden cloud patterns. The robe gleams with a deep luster under the soft light of the late afternoon sun filtering through the clouds. The bluestone floor beneath her feet is strewn with a few fallen leaves, while the backdrop is a rustic wooden corridor and a verdant bamboo forest. She clutches a massive, closed folding fan with black ribs, her legs slightly bent, her center of gravity lowered, poised for action. Suddenly, with a sharp flick of her wrist, and with a crisp click, the enormous fan spun swiftly and smoothly in her hand, forming a perfect black semicircle. At the moment the fan fully unfolded, countless surreal golden light particles suddenly burst forth from the cracks in the ribs and the edges of the fan. As if imbued with life, they traced elegant, intricate spirals through the air, trailing wisps of light that instantly illuminated her resolute face and the flowing sheen of her silk dress. The entire dynamic process was meticulously captured, with the trajectory of each light particle, the texture of the silk, and even the dust particles hanging in the air clearly visible. This created a visual atmosphere imbued with mystery and awe, seamlessly blending the power of classical martial arts with a supernatural aesthetic.", + "seed": 33429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_10/index_9170_seed_33429_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.033657108619809153, + "vlm_logprob": -0.033657108619809153, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.033657108619809153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03614838421344757 + ], + "opposite_logprob_tokens": [ + -3.4111483097076416 + ], + "logprob_reward": -0.03614838421344757, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03614838421344757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14681187272071838, + 0.060188062489032745, + 0.12330895662307739, + 0.24095645546913147, + 0.1478898525238037, + 0.0626150444149971, + 0.05604557320475578, + 0.04162047803401947, + 0.0366593636572361, + 0.08390429615974426 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03614838421344757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721841871738434 + ], + "opposite_logprob_tokens": [ + -3.408721923828125 + ], + "logprob_reward": -0.033721841871738434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721841871738434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13886766135692596, + 0.09187304973602295, + 0.09720329940319061, + 0.1803334504365921, + 0.0673673003911972, + 0.02836363948881626, + 0.13532911241054535, + 0.06363930553197861, + 0.07545637339353561, + 0.12156683951616287 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.033721841871738434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033693719655275345 + ], + "opposite_logprob_tokens": [ + -3.408693790435791 + ], + "logprob_reward": -0.033693719655275345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033693719655275345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07592581957578659, + 0.0515914112329483, + 0.029781321063637733, + 0.1294536292552948, + 0.12449827045202255, + 0.05645957961678505, + 0.25466978549957275, + 0.02305767871439457, + 0.039965227246284485, + 0.21459726989269257 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.033693719655275345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662614077329636 + ], + "opposite_logprob_tokens": [ + -3.0486626625061035 + ], + "logprob_reward": -0.048662614077329636, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662614077329636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08844324946403503, + 0.042626939713954926, + 0.03210652247071266, + 0.1116928681731224, + 0.1047820970416069, + 0.052166420966386795, + 0.17985107004642487, + 0.057568587362766266, + 0.110508993268013, + 0.22025327384471893 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.048662614077329636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, medium-distance zoom focusing on a female martial artist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a rich crimson silk robe embroidered with golden cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a sharp wrist flick to unfold a massive black folding fan into a semicircle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless golden light particles burst from the fan and trace elegant spirals through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of a rustic wooden corridor and a verdant bamboo forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605898328125477 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605898328125477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605898328125477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20587874948978424, + 0.053026989102363586, + 0.12965412437915802, + 0.1116536483168602, + 0.16620413959026337, + 0.06544549018144608, + 0.0625225305557251, + 0.057330477982759476, + 0.03790466487407684, + 0.1103791669011116 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.01605898328125477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_tensor([2448, 2448])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_tensor([2448, 2448])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15863a51ac2b7c9323ba9f74f6921120db95ccfc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_tensor([2448, 2448])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic drone shot, captured from a lofty height, captures a breathtaking panoramic view of the majestic mountain ranges as the first rays of morning's golden sun bathe the mountain's rolling hills. The jagged, snow-capped peaks shimmer in the golden light, while the deep valleys remain shrouded in a tranquil, deep blue. A thin, morning mist veils the coniferous forests lining the mountainside. A massive, fully-fledged eagle, its dark brown feathers gleaming metallically in the sunlight, circles steadily. Suddenly, without hesitation, it folds its broad wings back, its body transforming into a streamlined, living arrow, swooping vertically with breathtaking acceleration towards the deep valley below. With equally swift speed, the camera tilts downward and zooms in, closely following the eagle's dive. Its piercing amber eyes are clearly visible, fixed on an unseen target below, and the wind ruffles the feathers on its neck. During this rapid fall, the eagle's tiny and swift figure forms a strong and shocking visual contrast with the eternally still and enormous mountain behind it. The whole picture is full of primitive, wild power and breathtaking tension, creating an epic sense of awe of nature.", + "seed": 10971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_2448_seed_10971_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05795655781403184, + "vlm_logprob": -0.05795655781403184, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.05795655781403184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008870008401572704 + ], + "opposite_logprob_tokens": [ + -4.7588701248168945 + ], + "logprob_reward": -0.008870008401572704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008870008401572704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10988704115152359, + 0.04390774294734001, + 0.062044549733400345, + 0.06628470122814178, + 0.08351186662912369, + 0.053642041981220245, + 0.35541245341300964, + 0.07397377490997314, + 0.03318015858530998, + 0.11815567314624786 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.008870008401572704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07758384197950363, + 0.05827617645263672, + 0.06507176905870438, + 0.11160624027252197, + 0.07762783765792847, + 0.04711175709962845, + 0.14689300954341888, + 0.13512830436229706, + 0.0843004435300827, + 0.19640062749385834 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636622689664364 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636622689664364, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636622689664364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19877250492572784, + 0.0723734200000763, + 0.09876848012208939, + 0.05501333251595497, + 0.2162061333656311, + 0.06321769952774048, + 0.0727602168917656, + 0.09402812272310257, + 0.018364019691944122, + 0.11049602925777435 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.008636622689664364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05729040876030922, + 0.05574673041701317, + 0.06695295125246048, + 0.06713404506444931, + 0.10906658321619034, + 0.05522329360246658, + 0.2442794293165207, + 0.1276196539402008, + 0.03790755197405815, + 0.17877934873104095 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.00762575538828969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520991563796997 + ], + "opposite_logprob_tokens": [ + -1.5020991563796997 + ], + "logprob_reward": -0.2520991563796997, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520991563796997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05347652733325958, + 0.04992319270968437, + 0.06714486330747604, + 0.04009106382727623, + 0.0771985724568367, + 0.06482382863759995, + 0.32519906759262085, + 0.1600840985774994, + 0.08073996007442474, + 0.08131882548332214 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.2520991563796997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot, captured from a lofty height, captures a breathtaking panoramic view of the majestic mountain ranges as the first rays of morning's golden sun bathe the mountain's rolling hills. The jagged, snow-capped peaks shimmer in the golden light, while the deep valleys remain shrouded in a tranquil, deep blue. A thin, morning mist veils the coniferous forests lining the mountainside. A massive, fully-fledged eagle, its dark brown feathers gleaming metallically in the sunlight, circles steadily. Suddenly, without hesitation, it folds its broad wings back, its body transforming into a streamlined, living arrow, swooping vertically with breathtaking acceleration towards the deep valley below. With equally swift speed, the camera tilts downward and zooms in, closely following the eagle's dive. Its piercing amber eyes are clearly visible, fixed on an unseen target below, and the wind ruffles the feathers on its neck. During this rapid fall, the eagle's tiny and swift figure forms a strong and shocking visual contrast with the eternally still and enormous mountain behind it. The whole picture is full of primitive, wild power and breathtaking tension, creating an epic sense of awe of nature.", + "seed": 10972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_2448_seed_10972_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15390290170907975, + "vlm_logprob": -0.15390290170907975, + "vlm_yes_no_margin": 2.149999976158142, + "vlm_token_credit": -0.15390290170907975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12748847901821136 + ], + "opposite_logprob_tokens": [ + -2.127488374710083 + ], + "logprob_reward": -0.12748847901821136, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12748847901821136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1630605012178421, + 0.05390993133187294, + 0.1237528845667839, + 0.07515857368707657, + 0.0928790420293808, + 0.09818019717931747, + 0.19922858476638794, + 0.10904555022716522, + 0.03763609379529953, + 0.04714861512184143 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.12748847901821136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294341832399368 + ], + "opposite_logprob_tokens": [ + -2.237943410873413 + ], + "logprob_reward": -0.11294341832399368, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294341832399368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1534089893102646, + 0.13034923374652863, + 0.03542483225464821, + 0.0584641695022583, + 0.09758281707763672, + 0.11386483162641525, + 0.046921294182538986, + 0.11476756632328033, + 0.177854523062706, + 0.0713617280125618 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.11294341832399368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205097213387489 + ], + "opposite_logprob_tokens": [ + -2.8120510578155518 + ], + "logprob_reward": -0.06205097213387489, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205097213387489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1776800900697708, + 0.1310962289571762, + 0.08711674064397812, + 0.07592012733221054, + 0.1400659680366516, + 0.23090137541294098, + 0.020175883546471596, + 0.06655848026275635, + 0.03650540113449097, + 0.033979687839746475 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.06205097213387489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810257837176323 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810257837176323, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810257837176323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10568636655807495, + 0.1352136731147766, + 0.039341460913419724, + 0.05689629167318344, + 0.1800495982170105, + 0.034878697246313095, + 0.041904669255018234, + 0.09760754555463791, + 0.17545464634895325, + 0.13296709954738617 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.03810257837176323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892906069755554 + ], + "opposite_logprob_tokens": [ + -1.053929090499878 + ], + "logprob_reward": -0.42892906069755554, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892906069755554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07669480890035629, + 0.10981064289808273, + 0.07502378523349762, + 0.05171060562133789, + 0.3536594808101654, + 0.07379009574651718, + 0.09683527052402496, + 0.07049377262592316, + 0.045523833483457565, + 0.046457719057798386 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.42892906069755554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot, captured from a lofty height, captures a breathtaking panoramic view of the majestic mountain ranges as the first rays of morning's golden sun bathe the mountain's rolling hills. The jagged, snow-capped peaks shimmer in the golden light, while the deep valleys remain shrouded in a tranquil, deep blue. A thin, morning mist veils the coniferous forests lining the mountainside. A massive, fully-fledged eagle, its dark brown feathers gleaming metallically in the sunlight, circles steadily. Suddenly, without hesitation, it folds its broad wings back, its body transforming into a streamlined, living arrow, swooping vertically with breathtaking acceleration towards the deep valley below. With equally swift speed, the camera tilts downward and zooms in, closely following the eagle's dive. Its piercing amber eyes are clearly visible, fixed on an unseen target below, and the wind ruffles the feathers on its neck. During this rapid fall, the eagle's tiny and swift figure forms a strong and shocking visual contrast with the eternally still and enormous mountain behind it. The whole picture is full of primitive, wild power and breathtaking tension, creating an epic sense of awe of nature.", + "seed": 10973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_2448_seed_10973_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07159510552883148, + "vlm_logprob": -0.07159510552883148, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07159510552883148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018616240471601486 + ], + "opposite_logprob_tokens": [ + -4.018616199493408 + ], + "logprob_reward": -0.018616240471601486, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018616240471601486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04649846628308296, + 0.02693154104053974, + 0.05629222095012665, + 0.041329916566610336, + 0.5977734923362732, + 0.04107198491692543, + 0.08246926963329315, + 0.07316893339157104, + 0.018040673807263374, + 0.01642352156341076 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.018616240471601486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904185891151428 + ], + "opposite_logprob_tokens": [ + -2.4640419483184814 + ], + "logprob_reward": -0.08904185891151428, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904185891151428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056134168058633804, + 0.03292126581072807, + 0.02693086303770542, + 0.12479009479284286, + 0.37155094742774963, + 0.09881726652383804, + 0.09283441305160522, + 0.10653861612081528, + 0.061315424740314484, + 0.02816697210073471 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.08904185891151428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640168234705925 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640168234705925, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640168234705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16185633838176727, + 0.07263032346963882, + 0.02996182069182396, + 0.08440420776605606, + 0.32757410407066345, + 0.11519277840852737, + 0.061461735516786575, + 0.0867975503206253, + 0.026381224393844604, + 0.03373993560671806 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.008640168234705925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07913528382778168, + 0.08214174211025238, + 0.041255656629800797, + 0.1756860315799713, + 0.1649770587682724, + 0.24616114795207977, + 0.0942530557513237, + 0.04240916669368744, + 0.04708420857787132, + 0.026896610856056213 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.0160688366740942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560842335224152 + ], + "opposite_logprob_tokens": [ + -1.600608468055725 + ], + "logprob_reward": -0.22560842335224152, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560842335224152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03244524449110031, + 0.05998627841472626, + 0.03489011898636818, + 0.11735453456640244, + 0.16343751549720764, + 0.2377820760011673, + 0.0801796019077301, + 0.19150735437870026, + 0.046548958867788315, + 0.03586840257048607 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.22560842335224152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot, captured from a lofty height, captures a breathtaking panoramic view of the majestic mountain ranges as the first rays of morning's golden sun bathe the mountain's rolling hills. The jagged, snow-capped peaks shimmer in the golden light, while the deep valleys remain shrouded in a tranquil, deep blue. A thin, morning mist veils the coniferous forests lining the mountainside. A massive, fully-fledged eagle, its dark brown feathers gleaming metallically in the sunlight, circles steadily. Suddenly, without hesitation, it folds its broad wings back, its body transforming into a streamlined, living arrow, swooping vertically with breathtaking acceleration towards the deep valley below. With equally swift speed, the camera tilts downward and zooms in, closely following the eagle's dive. Its piercing amber eyes are clearly visible, fixed on an unseen target below, and the wind ruffles the feathers on its neck. During this rapid fall, the eagle's tiny and swift figure forms a strong and shocking visual contrast with the eternally still and enormous mountain behind it. The whole picture is full of primitive, wild power and breathtaking tension, creating an epic sense of awe of nature.", + "seed": 10974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_11/index_2448_seed_10974_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03531577847898006, + "vlm_logprob": -0.03531577847898006, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03531577847898006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012922944501042366 + ], + "opposite_logprob_tokens": [ + -4.387922763824463 + ], + "logprob_reward": -0.012922944501042366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012922944501042366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06903158873319626, + 0.0353044793009758, + 0.19813673198223114, + 0.17712831497192383, + 0.05602924898266792, + 0.1976708173751831, + 0.1037406250834465, + 0.035034965723752975, + 0.0995616614818573, + 0.028361476957798004 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.012922944501042366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635200135409832 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635200135409832, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635200135409832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049259793013334274, + 0.03073451854288578, + 0.4943023920059204, + 0.0829428881406784, + 0.050659481436014175, + 0.05175912752747536, + 0.08325190097093582, + 0.03019207902252674, + 0.07087197154760361, + 0.05602584406733513 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.02635200135409832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700092539191246 + ], + "opposite_logprob_tokens": [ + -2.695009231567383 + ], + "logprob_reward": -0.0700092539191246, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700092539191246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18223659694194794, + 0.07440043985843658, + 0.22566130757331848, + 0.04576677083969116, + 0.08621764928102493, + 0.057435210794210434, + 0.08397222310304642, + 0.019490797072649002, + 0.14721617102622986, + 0.07760290056467056 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0700092539191246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08510463684797287, + 0.04302333667874336, + 0.12197092920541763, + 0.08312208205461502, + 0.12869985401630402, + 0.2737574875354767, + 0.08674824982881546, + 0.034904807806015015, + 0.06582411378622055, + 0.07684451341629028 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.005251897498965263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive eagle with dark brown feathers visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eagle perform a vertical dive with acceleration towards a deep valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are snow-capped mountain peaks visible shimmering in golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward and zoom in to follow the eagle's dive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the eagle's amber eyes clearly visible and fixed on a target?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204279512166977 + ], + "opposite_logprob_tokens": [ + -2.812042713165283 + ], + "logprob_reward": -0.06204279512166977, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204279512166977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08300062268972397, + 0.03426733985543251, + 0.21299071609973907, + 0.026590613648295403, + 0.15351589024066925, + 0.20035605132579803, + 0.16810661554336548, + 0.03158978000283241, + 0.049933917820453644, + 0.039648428559303284 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.06204279512166977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_tensor([5642, 5642])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_tensor([5642, 5642])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..437b05579fe9848d7b14429ff65bd5d9d958ebb0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_tensor([5642, 5642])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly low angle and sideways, steadily follows an agitated figure as they pace relentlessly back and forth within the narrow confines of a dimly lit nighttime alley. The figure has messy short hair plastered to a pale, sweaty forehead and wears a simple dark wool coat over an unbuttoned gray T-shirt. As they take three steps on the damp cobblestones, their bodies tense, their shoulders hunched, suddenly rotating, and then repeating the motion. Their frantic gaze darts across the grimy brick wall before darting to their right hand, which clutches a gleaming gold coin and shakes uncontrollably. Their knuckles white with pressure, their thumbs obsessively rubbing the intricate, worn insignia on the coin's surface. A flickering street lamp overhead casts long, dancing shadows, creating a stark contrast of light and dark, accentuating the sharp planes of their faces and the metallic sheen of the coin. The overall color palette is cold and desaturated, dominated by the dark, damp tones of the alley, with the only warmth coming from sickly yellow light and brilliant gold, amplifying the scene's palpable atmosphere of intense anxiety and desperate indecision.", + "seed": 7590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_5642_seed_7590_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02670275673735887, + "vlm_logprob": -0.02670275673735887, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02670275673735887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02697531133890152 + ], + "opposite_logprob_tokens": [ + -3.651975393295288 + ], + "logprob_reward": -0.02697531133890152, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02697531133890152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4348396956920624, + 0.09031331539154053, + 0.03510744497179985, + 0.029058178886771202, + 0.017010660842061043, + 0.00686943344771862, + 0.01639789342880249, + 0.01142171397805214, + 0.2360643446445465, + 0.12291731685400009 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02697531133890152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204044550657272 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204044550657272, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204044550657272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21259921789169312, + 0.03123016096651554, + 0.013018174096941948, + 0.01325621921569109, + 0.025224760174751282, + 0.017348919063806534, + 0.013064894825220108, + 0.045097626745700836, + 0.13387176394462585, + 0.49528825283050537 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.018204044550657272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789932981133461 + ], + "opposite_logprob_tokens": [ + -2.578993320465088 + ], + "logprob_reward": -0.0789932981133461, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789932981133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509063184261322, + 0.09755353629589081, + 0.15835735201835632, + 0.02701219730079174, + 0.1720285564661026, + 0.05295240506529808, + 0.051965370774269104, + 0.035224057734012604, + 0.04878704994916916, + 0.10521310567855835 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0789932981133461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3080730140209198, + 0.061015136539936066, + 0.10971812158823013, + 0.05737440288066864, + 0.12377922236919403, + 0.10525929927825928, + 0.03339391201734543, + 0.030647829174995422, + 0.12499137222766876, + 0.04574761912226677 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017144280718639493 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017144280718639493, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017144280718639493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2938554584980011, + 0.08317144215106964, + 0.08764873445034027, + 0.04827094078063965, + 0.02289184182882309, + 0.036473289132118225, + 0.02781025692820549, + 0.04019409045577049, + 0.2499910295009613, + 0.10969292372465134 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0017144280718639493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly low angle and sideways, steadily follows an agitated figure as they pace relentlessly back and forth within the narrow confines of a dimly lit nighttime alley. The figure has messy short hair plastered to a pale, sweaty forehead and wears a simple dark wool coat over an unbuttoned gray T-shirt. As they take three steps on the damp cobblestones, their bodies tense, their shoulders hunched, suddenly rotating, and then repeating the motion. Their frantic gaze darts across the grimy brick wall before darting to their right hand, which clutches a gleaming gold coin and shakes uncontrollably. Their knuckles white with pressure, their thumbs obsessively rubbing the intricate, worn insignia on the coin's surface. A flickering street lamp overhead casts long, dancing shadows, creating a stark contrast of light and dark, accentuating the sharp planes of their faces and the metallic sheen of the coin. The overall color palette is cold and desaturated, dominated by the dark, damp tones of the alley, with the only warmth coming from sickly yellow light and brilliant gold, amplifying the scene's palpable atmosphere of intense anxiety and desperate indecision.", + "seed": 7591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_5642_seed_7591_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11570690497756005, + "vlm_logprob": -0.11570690497756005, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11570690497756005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22623345255851746 + ], + "opposite_logprob_tokens": [ + -1.6012334823608398 + ], + "logprob_reward": -0.22623345255851746, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22623345255851746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20339903235435486, + 0.05847756937146187, + 0.11661588400602341, + 0.04862456023693085, + 0.08237601816654205, + 0.17989514768123627, + 0.09833039343357086, + 0.08924662321805954, + 0.04553234949707985, + 0.07750245183706284 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.22623345255851746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867033287882805 + ], + "opposite_logprob_tokens": [ + -3.0486702919006348 + ], + "logprob_reward": -0.04867033287882805, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867033287882805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22654590010643005, + 0.06373409926891327, + 0.11507968604564667, + 0.045637503266334534, + 0.06829661130905151, + 0.13827116787433624, + 0.07155123353004456, + 0.07956719398498535, + 0.040504030883312225, + 0.1508125513792038 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04867033287882805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813078463077545 + ], + "opposite_logprob_tokens": [ + -1.4063078165054321 + ], + "logprob_reward": -0.2813078463077545, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813078463077545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17097046971321106, + 0.13810865581035614, + 0.1307353675365448, + 0.11866535246372223, + 0.09445686638355255, + 0.1160735934972763, + 0.03980889543890953, + 0.07087983936071396, + 0.03456975892186165, + 0.08573125302791595 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2813078463077545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14522063732147217, + 0.06639230251312256, + 0.09533260762691498, + 0.1362685263156891, + 0.1014551892876625, + 0.1119174063205719, + 0.07372578233480453, + 0.15162521600723267, + 0.054509203881025314, + 0.06355313211679459 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.012537825852632523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785067290067673 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785067290067673, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785067290067673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18918563425540924, + 0.12306612730026245, + 0.10706425458192825, + 0.07189274579286575, + 0.1122831478714943, + 0.1583155393600464, + 0.07557681947946548, + 0.05200638622045517, + 0.05241149291396141, + 0.05819780379533768 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.009785067290067673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly low angle and sideways, steadily follows an agitated figure as they pace relentlessly back and forth within the narrow confines of a dimly lit nighttime alley. The figure has messy short hair plastered to a pale, sweaty forehead and wears a simple dark wool coat over an unbuttoned gray T-shirt. As they take three steps on the damp cobblestones, their bodies tense, their shoulders hunched, suddenly rotating, and then repeating the motion. Their frantic gaze darts across the grimy brick wall before darting to their right hand, which clutches a gleaming gold coin and shakes uncontrollably. Their knuckles white with pressure, their thumbs obsessively rubbing the intricate, worn insignia on the coin's surface. A flickering street lamp overhead casts long, dancing shadows, creating a stark contrast of light and dark, accentuating the sharp planes of their faces and the metallic sheen of the coin. The overall color palette is cold and desaturated, dominated by the dark, damp tones of the alley, with the only warmth coming from sickly yellow light and brilliant gold, amplifying the scene's palpable atmosphere of intense anxiety and desperate indecision.", + "seed": 7592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_5642_seed_7592_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054743568412959576, + "vlm_logprob": -0.054743568412959576, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.054743568412959576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1438910812139511 + ], + "opposite_logprob_tokens": [ + -2.0188910961151123 + ], + "logprob_reward": -0.1438910812139511, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1438910812139511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3544067442417145, + 0.12853561341762543, + 0.03435869142413139, + 0.10960119962692261, + 0.0518677644431591, + 0.05675852671265602, + 0.05932735651731491, + 0.046615973114967346, + 0.11152087897062302, + 0.04700726270675659 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.1438910812139511 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081154346466064 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081154346466064, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081154346466064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12430911511182785, + 0.05896604433655739, + 0.03584737330675125, + 0.16899271309375763, + 0.21508076786994934, + 0.050074972212314606, + 0.14944373071193695, + 0.08168074488639832, + 0.052950844168663025, + 0.06265368312597275 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.016081154346466064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903717249631882 + ], + "opposite_logprob_tokens": [ + -2.4640371799468994 + ], + "logprob_reward": -0.08903717249631882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903717249631882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05054314434528351, + 0.050653912127017975, + 0.01964806392788887, + 0.11926992982625961, + 0.056438662111759186, + 0.0890362560749054, + 0.03146093338727951, + 0.4748660922050476, + 0.03799286112189293, + 0.07009021937847137 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.08903717249631882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12423558533191681, + 0.03566453233361244, + 0.02372760884463787, + 0.16327443718910217, + 0.05877131223678589, + 0.03937745839357376, + 0.04424484819173813, + 0.14635860919952393, + 0.27884194254875183, + 0.0855037048459053 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.016066256910562515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27966272830963135, + 0.08388188481330872, + 0.02157154679298401, + 0.166334331035614, + 0.06472346931695938, + 0.03614293783903122, + 0.03770551458001137, + 0.06590448319911957, + 0.10612542927265167, + 0.13794761896133423 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.00864217709749937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly low angle and sideways, steadily follows an agitated figure as they pace relentlessly back and forth within the narrow confines of a dimly lit nighttime alley. The figure has messy short hair plastered to a pale, sweaty forehead and wears a simple dark wool coat over an unbuttoned gray T-shirt. As they take three steps on the damp cobblestones, their bodies tense, their shoulders hunched, suddenly rotating, and then repeating the motion. Their frantic gaze darts across the grimy brick wall before darting to their right hand, which clutches a gleaming gold coin and shakes uncontrollably. Their knuckles white with pressure, their thumbs obsessively rubbing the intricate, worn insignia on the coin's surface. A flickering street lamp overhead casts long, dancing shadows, creating a stark contrast of light and dark, accentuating the sharp planes of their faces and the metallic sheen of the coin. The overall color palette is cold and desaturated, dominated by the dark, damp tones of the alley, with the only warmth coming from sickly yellow light and brilliant gold, amplifying the scene's palpable atmosphere of intense anxiety and desperate indecision.", + "seed": 7593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_12/index_5642_seed_7593_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04839845160022378, + "vlm_logprob": -0.04839845160022378, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04839845160022378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056433260440826416 + ], + "opposite_logprob_tokens": [ + -2.9314332008361816 + ], + "logprob_reward": -0.056433260440826416, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056433260440826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17269267141819, + 0.12681208550930023, + 0.07636279612779617, + 0.04405904933810234, + 0.05037233605980873, + 0.02459094114601612, + 0.21081534028053284, + 0.02276681177318096, + 0.033671554177999496, + 0.2378564327955246 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.056433260440826416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637231908738613 + ], + "opposite_logprob_tokens": [ + -3.6513724327087402 + ], + "logprob_reward": -0.02637231908738613, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637231908738613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1941915601491928, + 0.1343408226966858, + 0.11170968413352966, + 0.20564259588718414, + 0.028310725465416908, + 0.04106523096561432, + 0.06255654990673065, + 0.024475248530507088, + 0.01937282644212246, + 0.17833472788333893 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.02637231908738613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284974336624146 + ], + "opposite_logprob_tokens": [ + -2.0178496837615967 + ], + "logprob_reward": -0.14284974336624146, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284974336624146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08135570585727692, + 0.037217460572719574, + 0.08747486025094986, + 0.09652997553348541, + 0.11125985532999039, + 0.10940153151750565, + 0.09066082537174225, + 0.05765409395098686, + 0.08040867745876312, + 0.24803702533245087 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.14284974336624146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30069929361343384, + 0.19496437907218933, + 0.09370580315589905, + 0.08130967617034912, + 0.05713896453380585, + 0.03732425346970558, + 0.0677824541926384, + 0.059094637632369995, + 0.05165247246623039, + 0.05632810667157173 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit nighttime alley with damp cobblestones and grimy brick walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark wool coat over an unbuttoned gray T-shirt with messy short hair plastered to a pale, sweaty forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clutching a gleaming gold coin and shaking it uncontrollably while rubbing its worn insignia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a medium shot from a slightly low angle and sideways position, steadily following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dominated by a flickering street lamp casting long shadows, with a cold, desaturated palette featuring sickly yellow and brilliant gold highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258656572550535 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258656572550535, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258656572550535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22539858520030975, + 0.03974318504333496, + 0.09128700196743011, + 0.058296896517276764, + 0.027395252138376236, + 0.03541156277060509, + 0.13661767542362213, + 0.09450052678585052, + 0.13619081676006317, + 0.15515850484371185 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.005258656572550535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_tensor([9683, 9683])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_tensor([9683, 9683])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e9041423a03d4269f5f81a3d1e970fa6ce0ac1d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_tensor([9683, 9683])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, rendered in a lush, hand-drawn, Ghibli-inspired art style, focuses on a clump of tall cattail plants at the center of the frame. Their fibrous green stems, with their soft, painterly texture, are topped with distinctive spikes of velvety flowers a rich chocolate brown. The entire scene is bathed in the warm, soft glow of the afternoon sun, illuminating the tranquil marsh setting. Crystal-clear water rises steadily and deliberately around the green stems, its calm surface like a mirror, reflecting the soft hues of pink, pale gold, and lavender against the sky. Tiny, shimmering dragonflies, their iridescent wings, dance and hover in the air between the reeds, their delicate movements adding a touch of life and magic. The combination of the impending tide, the warm, bright lighting, and the classic animation aesthetic creates an overwhelming atmosphere of tranquility and magic.", + "seed": 27120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_9683_seed_27120_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6802876681089401, + "vlm_logprob": -0.6802876681089401, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.6802876681089401, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.351294755935669 + ], + "opposite_logprob_tokens": [ + -0.10129465907812119 + ], + "logprob_reward": -2.351294755935669, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.351294755935669, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2147769182920456, + 0.13628628849983215, + 0.10570836067199707, + 0.042163196951150894, + 0.04153572767972946, + 0.04426761716604233, + 0.035340141505002975, + 0.23238173127174377, + 0.10721434652805328, + 0.04032564535737038 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -2.351294755935669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023359114304184914 + ], + "opposite_logprob_tokens": [ + -3.7733590602874756 + ], + "logprob_reward": -0.023359114304184914, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023359114304184914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35087305307388306, + 0.10486332327127457, + 0.06577412784099579, + 0.06403794884681702, + 0.04596462473273277, + 0.05440094321966171, + 0.01691524125635624, + 0.13214845955371857, + 0.07654248178005219, + 0.08847977221012115 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023359114304184914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329008936882019 + ], + "opposite_logprob_tokens": [ + -0.7579008936882019 + ], + "logprob_reward": -0.6329008936882019, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329008936882019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22315984964370728, + 0.07653579860925674, + 0.268097460269928, + 0.08046611398458481, + 0.0313800573348999, + 0.02835085242986679, + 0.05526382848620415, + 0.10627470165491104, + 0.04837862029671669, + 0.08209272474050522 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.6329008936882019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713720440864563 + ], + "opposite_logprob_tokens": [ + -1.1371371746063232 + ], + "logprob_reward": -0.38713720440864563, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713720440864563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12064345926046371, + 0.04318900778889656, + 0.33014532923698425, + 0.062217265367507935, + 0.04489493370056152, + 0.03544438257813454, + 0.041841570287942886, + 0.14492395520210266, + 0.07122348994016647, + 0.10547654330730438 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.38713720440864563 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746372207999229 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746372207999229, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746372207999229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2325277179479599, + 0.15032875537872314, + 0.20471975207328796, + 0.049910228699445724, + 0.042971689254045486, + 0.01443476788699627, + 0.02677665464580059, + 0.17853501439094543, + 0.04888630285859108, + 0.05090906843543053 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.006746372207999229 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a lush, hand-drawn, Ghibli-inspired art style, focuses on a clump of tall cattail plants at the center of the frame. Their fibrous green stems, with their soft, painterly texture, are topped with distinctive spikes of velvety flowers a rich chocolate brown. The entire scene is bathed in the warm, soft glow of the afternoon sun, illuminating the tranquil marsh setting. Crystal-clear water rises steadily and deliberately around the green stems, its calm surface like a mirror, reflecting the soft hues of pink, pale gold, and lavender against the sky. Tiny, shimmering dragonflies, their iridescent wings, dance and hover in the air between the reeds, their delicate movements adding a touch of life and magic. The combination of the impending tide, the warm, bright lighting, and the classic animation aesthetic creates an overwhelming atmosphere of tranquility and magic.", + "seed": 27121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_9683_seed_27121_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7266187539324165, + "vlm_logprob": -0.7266187539324165, + "vlm_yes_no_margin": 1.824999988079071, + "vlm_token_credit": -0.7266187539324165, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.168663501739502 + ], + "opposite_logprob_tokens": [ + -0.04366349056363106 + ], + "logprob_reward": -3.168663501739502, + "yes_no_margin_reward": -3.125, + "token_credit_reward": -3.168663501739502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13368302583694458, + 0.06903933733701706, + 0.5208074450492859, + 0.04985450208187103, + 0.07834508270025253, + 0.02749527618288994, + 0.03350215405225754, + 0.024219989776611328, + 0.027280405163764954, + 0.03577270358800888 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -3.168663501739502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014338087290525436 + ], + "opposite_logprob_tokens": [ + -4.26433801651001 + ], + "logprob_reward": -0.014338087290525436, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014338087290525436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1512284278869629, + 0.057248424738645554, + 0.493926465511322, + 0.0655074343085289, + 0.06479229778051376, + 0.0362551249563694, + 0.034165263175964355, + 0.033241890370845795, + 0.02198661118745804, + 0.0416480228304863 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014338087290525436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868236929178238 + ], + "opposite_logprob_tokens": [ + -3.048682451248169 + ], + "logprob_reward": -0.04868236929178238, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868236929178238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12141793221235275, + 0.030023964121937752, + 0.6814823150634766, + 0.015254047699272633, + 0.030593344941735268, + 0.054077986627817154, + 0.020784737542271614, + 0.013103218749165535, + 0.017290733754634857, + 0.015971697866916656 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04868236929178238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38719993829727173 + ], + "opposite_logprob_tokens": [ + -1.137199878692627 + ], + "logprob_reward": -0.38719993829727173, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38719993829727173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14435069262981415, + 0.09864804893732071, + 0.46822410821914673, + 0.07026929408311844, + 0.09257934242486954, + 0.023052232339978218, + 0.029109926894307137, + 0.02719002403318882, + 0.01618197374045849, + 0.0303942933678627 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.38719993829727173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209873043000698 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209873043000698, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209873043000698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07738213241100311, + 0.02674214355647564, + 0.7104681134223938, + 0.03369836509227753, + 0.03680042549967766, + 0.04588199406862259, + 0.015646452084183693, + 0.01163611188530922, + 0.016891753301024437, + 0.02485252544283867 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.014209873043000698 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a lush, hand-drawn, Ghibli-inspired art style, focuses on a clump of tall cattail plants at the center of the frame. Their fibrous green stems, with their soft, painterly texture, are topped with distinctive spikes of velvety flowers a rich chocolate brown. The entire scene is bathed in the warm, soft glow of the afternoon sun, illuminating the tranquil marsh setting. Crystal-clear water rises steadily and deliberately around the green stems, its calm surface like a mirror, reflecting the soft hues of pink, pale gold, and lavender against the sky. Tiny, shimmering dragonflies, their iridescent wings, dance and hover in the air between the reeds, their delicate movements adding a touch of life and magic. The combination of the impending tide, the warm, bright lighting, and the classic animation aesthetic creates an overwhelming atmosphere of tranquility and magic.", + "seed": 27122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_9683_seed_27122_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19032214153558016, + "vlm_logprob": -0.19032214153558016, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.19032214153558016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2856608033180237 + ], + "opposite_logprob_tokens": [ + -1.410660743713379 + ], + "logprob_reward": -0.2856608033180237, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2856608033180237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3165152370929718, + 0.11111713945865631, + 0.17231915891170502, + 0.024773338809609413, + 0.05020947381854057, + 0.04621267318725586, + 0.12708978354930878, + 0.03799503669142723, + 0.035974036902189255, + 0.0777941420674324 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.2856608033180237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256925705820322 + ], + "opposite_logprob_tokens": [ + -4.387569427490234 + ], + "logprob_reward": -0.01256925705820322, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256925705820322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17180447280406952, + 0.035798441618680954, + 0.08718933910131454, + 0.0694756731390953, + 0.04411764442920685, + 0.2005704641342163, + 0.05859505012631416, + 0.08979231864213943, + 0.20702426135540009, + 0.03563234210014343 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.01256925705820322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521069347858429 + ], + "opposite_logprob_tokens": [ + -1.5021069049835205 + ], + "logprob_reward": -0.2521069347858429, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521069347858429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16654366254806519, + 0.10478450357913971, + 0.2103007733821869, + 0.0473618358373642, + 0.08597534894943237, + 0.08577446639537811, + 0.09271237254142761, + 0.03747012838721275, + 0.10314888507127762, + 0.06592794507741928 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.2521069347858429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707900047302246 + ], + "opposite_logprob_tokens": [ + -1.1370790004730225 + ], + "logprob_reward": -0.38707900047302246, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707900047302246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07587678730487823, + 0.15943770110607147, + 0.2896801829338074, + 0.07014475017786026, + 0.056068990379571915, + 0.05221959576010704, + 0.1389005035161972, + 0.0268670916557312, + 0.07419675588607788, + 0.056607555598020554 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.38707900047302246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194712042808533 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194712042808533, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194712042808533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19625677168369293, + 0.19158795475959778, + 0.19259631633758545, + 0.057626157999038696, + 0.07271575927734375, + 0.04070237651467323, + 0.1419392228126526, + 0.029711958020925522, + 0.037955328822135925, + 0.03890812769532204 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.014194712042808533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a lush, hand-drawn, Ghibli-inspired art style, focuses on a clump of tall cattail plants at the center of the frame. Their fibrous green stems, with their soft, painterly texture, are topped with distinctive spikes of velvety flowers a rich chocolate brown. The entire scene is bathed in the warm, soft glow of the afternoon sun, illuminating the tranquil marsh setting. Crystal-clear water rises steadily and deliberately around the green stems, its calm surface like a mirror, reflecting the soft hues of pink, pale gold, and lavender against the sky. Tiny, shimmering dragonflies, their iridescent wings, dance and hover in the air between the reeds, their delicate movements adding a touch of life and magic. The combination of the impending tide, the warm, bright lighting, and the classic animation aesthetic creates an overwhelming atmosphere of tranquility and magic.", + "seed": 27123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_13/index_9683_seed_27123_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5404649587348104, + "vlm_logprob": -0.5404649587348104, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.5404649587348104, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.351022243499756 + ], + "opposite_logprob_tokens": [ + -0.10102229565382004 + ], + "logprob_reward": -2.351022243499756, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.351022243499756, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.8907489776611328, + 0.030926279723644257, + 0.006932294927537441, + 0.004434931557625532, + 0.00523850554600358, + 0.013728184625506401, + 0.008182968012988567, + 0.004996875301003456, + 0.02349543757736683, + 0.011315539479255676 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -2.351022243499756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009841020219027996 + ], + "opposite_logprob_tokens": [ + -4.634840965270996 + ], + "logprob_reward": -0.009841020219027996, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009841020219027996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8970273733139038, + 0.02375754900276661, + 0.005590288434177637, + 0.00964922085404396, + 0.0037406212650239468, + 0.013429040089249611, + 0.00906709861010313, + 0.0085426801815629, + 0.016305768862366676, + 0.012890313751995564 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009841020219027996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328539453446865 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.02328539453446865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328539453446865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8214017152786255, + 0.038291994482278824, + 0.03427106514573097, + 0.010454235598444939, + 0.016730958595871925, + 0.0074747237376868725, + 0.01872687041759491, + 0.016950540244579315, + 0.020010385662317276, + 0.015687499195337296 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02328539453446865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135378658771515 + ], + "opposite_logprob_tokens": [ + -1.313537836074829 + ], + "logprob_reward": -0.3135378658771515, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135378658771515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8304224610328674, + 0.021316325291991234, + 0.02212037332355976, + 0.00937278289347887, + 0.020849697291851044, + 0.0115418815985322, + 0.011430507525801659, + 0.009387282654643059, + 0.040388546884059906, + 0.023170191794633865 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.3135378658771515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the art style hand-drawn and Ghibli-inspired?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are tall cattail plants with fibrous green stems and chocolate brown flower spikes visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a tranquil marsh with crystal-clear water rising around the stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, shimmering dragonflies with iridescent wings visible dancing and hovering between the reeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the warm, soft glow of afternoon sun with a calm water surface reflecting pink, pale gold, and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638269543647766 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638269543647766, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638269543647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7641606330871582, + 0.09345690906047821, + 0.01844848319888115, + 0.009748797863721848, + 0.008983198553323746, + 0.018537983298301697, + 0.01933307759463787, + 0.01050890889018774, + 0.012064307928085327, + 0.044757723808288574 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004638269543647766 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_tensor([4311, 4311])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_tensor([4311, 4311])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab7c9502303cb50fd6dcd2649ef5560e347d3394 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_tensor([4311, 4311])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning low-angle, wide-angle shot captures a scene of pure fantasy. The camera slowly and steadily pans to the right, tracking a massive crocodile soaring majestically across a vast, cloudy twilight sky. The horizon, shimmering with deep purple and soft, fiery orange, casts a warm, ethereal glow upward onto the underbelly of billowing, cotton-like clouds. The crocodile, an ancient and immense creature, moves with remarkable grace, its massive body silhouetted against the fading light. Its scales, a mosaic of deep moss green and obsidian black, possess an iridescent quality, shimmering with reflected hues of purple and gold as it catches the last traces of sunlight. Its powerful legs are neatly tucked at its sides, while its mighty, ridged tail ripples in a slow, deliberate, and powerful rhythm, propelling it forward as if swimming through dense air. A wisp of cloud drifts past its long snout and ancient, wise eyes, momentarily blurring before revealing its immense size, creating an atmosphere of tranquility, awe, and surreal majesty.", + "seed": 15914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_4311_seed_15914_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027059059147723018, + "vlm_logprob": -0.027059059147723018, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.027059059147723018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020870598033070564 + ], + "opposite_logprob_tokens": [ + -3.8958706855773926 + ], + "logprob_reward": -0.020870598033070564, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020870598033070564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.286848783493042, + 0.1622791886329651, + 0.06308764219284058, + 0.05330244079232216, + 0.21266958117485046, + 0.02462189458310604, + 0.030253157019615173, + 0.04185071587562561, + 0.06565670669078827, + 0.059429895132780075 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.020870598033070564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205209344625473 + ], + "opposite_logprob_tokens": [ + -2.812052011489868 + ], + "logprob_reward": -0.06205209344625473, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205209344625473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0754057765007019, + 0.5396939516067505, + 0.05384457856416702, + 0.025284497067332268, + 0.07377537339925766, + 0.055406853556632996, + 0.02482609450817108, + 0.05272088944911957, + 0.05395662412047386, + 0.04508531466126442 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.06205209344625473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001709786825813353 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.001709786825813353, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001709786825813353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15128976106643677, + 0.12598605453968048, + 0.10237617045640945, + 0.12679727375507355, + 0.15898337960243225, + 0.06956698000431061, + 0.06718102842569351, + 0.0666588619351387, + 0.08335787057876587, + 0.04780256748199463 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.001709786825813353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043039191514253616 + ], + "opposite_logprob_tokens": [ + -3.168039083480835 + ], + "logprob_reward": -0.043039191514253616, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043039191514253616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18279647827148438, + 0.21931003034114838, + 0.06008589267730713, + 0.09396917372941971, + 0.048793163150548935, + 0.07937530428171158, + 0.06037130206823349, + 0.05193662270903587, + 0.16479411721229553, + 0.0385679267346859 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.043039191514253616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623625919222832 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623625919222832, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623625919222832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10576920956373215, + 0.24210360646247864, + 0.07597345858812332, + 0.07514916360378265, + 0.0989241972565651, + 0.03183089941740036, + 0.07564360648393631, + 0.05727562680840492, + 0.15395574271678925, + 0.08337447792291641 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.007623625919222832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle, wide-angle shot captures a scene of pure fantasy. The camera slowly and steadily pans to the right, tracking a massive crocodile soaring majestically across a vast, cloudy twilight sky. The horizon, shimmering with deep purple and soft, fiery orange, casts a warm, ethereal glow upward onto the underbelly of billowing, cotton-like clouds. The crocodile, an ancient and immense creature, moves with remarkable grace, its massive body silhouetted against the fading light. Its scales, a mosaic of deep moss green and obsidian black, possess an iridescent quality, shimmering with reflected hues of purple and gold as it catches the last traces of sunlight. Its powerful legs are neatly tucked at its sides, while its mighty, ridged tail ripples in a slow, deliberate, and powerful rhythm, propelling it forward as if swimming through dense air. A wisp of cloud drifts past its long snout and ancient, wise eyes, momentarily blurring before revealing its immense size, creating an atmosphere of tranquility, awe, and surreal majesty.", + "seed": 15915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_4311_seed_15915_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.052253331919200716, + "vlm_logprob": -0.052253331919200716, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.052253331919200716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08968321979045868 + ], + "opposite_logprob_tokens": [ + -2.4646832942962646 + ], + "logprob_reward": -0.08968321979045868, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08968321979045868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21750417351722717, + 0.06831704825162888, + 0.19995608925819397, + 0.05133829638361931, + 0.05103830248117447, + 0.05196814984083176, + 0.08990099281072617, + 0.13986915349960327, + 0.07153927534818649, + 0.05856852978467941 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.08968321979045868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370455652475357 + ], + "opposite_logprob_tokens": [ + -3.4087045192718506 + ], + "logprob_reward": -0.03370455652475357, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370455652475357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10143759846687317, + 0.038118671625852585, + 0.2304638773202896, + 0.0470031313598156, + 0.039992932230234146, + 0.045036859810352325, + 0.09893257170915604, + 0.08507581800222397, + 0.06238417327404022, + 0.25155431032180786 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03370455652475357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017087158048525453 + ], + "opposite_logprob_tokens": [ + -6.376708507537842 + ], + "logprob_reward": -0.0017087158048525453, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017087158048525453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09054538607597351, + 0.051367443054914474, + 0.09646467119455338, + 0.03728102520108223, + 0.481245219707489, + 0.06380286067724228, + 0.054259903728961945, + 0.04895525425672531, + 0.041749995201826096, + 0.03432818129658699 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0017087158048525453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1128944382071495 + ], + "opposite_logprob_tokens": [ + -2.2378945350646973 + ], + "logprob_reward": -0.1128944382071495, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1128944382071495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03428838402032852, + 0.048265937715768814, + 0.04809243977069855, + 0.06751380115747452, + 0.3321972191333771, + 0.11399803310632706, + 0.08021671324968338, + 0.18668459355831146, + 0.04267829656600952, + 0.04606455937027931 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.1128944382071495 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327572926878929 + ], + "opposite_logprob_tokens": [ + -3.77327561378479 + ], + "logprob_reward": -0.02327572926878929, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327572926878929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3478534519672394, + 0.04041018709540367, + 0.08350419998168945, + 0.050868868827819824, + 0.0704687088727951, + 0.040117427706718445, + 0.054839376360177994, + 0.15273091197013855, + 0.05971338227391243, + 0.09949351102113724 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.02327572926878929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle, wide-angle shot captures a scene of pure fantasy. The camera slowly and steadily pans to the right, tracking a massive crocodile soaring majestically across a vast, cloudy twilight sky. The horizon, shimmering with deep purple and soft, fiery orange, casts a warm, ethereal glow upward onto the underbelly of billowing, cotton-like clouds. The crocodile, an ancient and immense creature, moves with remarkable grace, its massive body silhouetted against the fading light. Its scales, a mosaic of deep moss green and obsidian black, possess an iridescent quality, shimmering with reflected hues of purple and gold as it catches the last traces of sunlight. Its powerful legs are neatly tucked at its sides, while its mighty, ridged tail ripples in a slow, deliberate, and powerful rhythm, propelling it forward as if swimming through dense air. A wisp of cloud drifts past its long snout and ancient, wise eyes, momentarily blurring before revealing its immense size, creating an atmosphere of tranquility, awe, and surreal majesty.", + "seed": 15916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_4311_seed_15916_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06337231243960559, + "vlm_logprob": -0.06337231243960559, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06337231243960559, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2257511168718338 + ], + "opposite_logprob_tokens": [ + -1.6007511615753174 + ], + "logprob_reward": -0.2257511168718338, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2257511168718338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18372762203216553, + 0.06705667823553085, + 0.13613739609718323, + 0.04340025410056114, + 0.07114993780851364, + 0.08014780282974243, + 0.12299999594688416, + 0.17553052306175232, + 0.04435676708817482, + 0.07549303025007248 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.2257511168718338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809197410941124 + ], + "opposite_logprob_tokens": [ + -3.5298092365264893 + ], + "logprob_reward": -0.029809197410941124, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809197410941124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13845513761043549, + 0.05892311781644821, + 0.18453101813793182, + 0.0456320159137249, + 0.023833535611629486, + 0.1565115749835968, + 0.06162876635789871, + 0.16906335949897766, + 0.03493080288171768, + 0.12649071216583252 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.029809197410941124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021940225269645452 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021940225269645452, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021940225269645452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09669725596904755, + 0.04540133848786354, + 0.15766941010951996, + 0.04248012602329254, + 0.04926593601703644, + 0.04362420365214348, + 0.07340965420007706, + 0.29835939407348633, + 0.12248051911592484, + 0.07061214745044708 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.0021940225269645452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304284602403641 + ], + "opposite_logprob_tokens": [ + -3.1680428981781006 + ], + "logprob_reward": -0.04304284602403641, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304284602403641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06913083791732788, + 0.05087389424443245, + 0.05404052510857582, + 0.03795962780714035, + 0.043406225740909576, + 0.06035064533352852, + 0.08830275386571884, + 0.3078320622444153, + 0.09158467501401901, + 0.19651876389980316 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.04304284602403641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606437936425209 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.01606437936425209, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606437936425209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1089688390493393, + 0.04486066848039627, + 0.08899625390768051, + 0.03681216016411781, + 0.06649663299322128, + 0.0509912483394146, + 0.10444807261228561, + 0.30689647793769836, + 0.12098313122987747, + 0.07054650038480759 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.01606437936425209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle, wide-angle shot captures a scene of pure fantasy. The camera slowly and steadily pans to the right, tracking a massive crocodile soaring majestically across a vast, cloudy twilight sky. The horizon, shimmering with deep purple and soft, fiery orange, casts a warm, ethereal glow upward onto the underbelly of billowing, cotton-like clouds. The crocodile, an ancient and immense creature, moves with remarkable grace, its massive body silhouetted against the fading light. Its scales, a mosaic of deep moss green and obsidian black, possess an iridescent quality, shimmering with reflected hues of purple and gold as it catches the last traces of sunlight. Its powerful legs are neatly tucked at its sides, while its mighty, ridged tail ripples in a slow, deliberate, and powerful rhythm, propelling it forward as if swimming through dense air. A wisp of cloud drifts past its long snout and ancient, wise eyes, momentarily blurring before revealing its immense size, creating an atmosphere of tranquility, awe, and surreal majesty.", + "seed": 15917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_14/index_4311_seed_15917_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06510814810171724, + "vlm_logprob": -0.06510814810171724, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.06510814810171724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18046368658542633 + ], + "opposite_logprob_tokens": [ + -1.8054636716842651 + ], + "logprob_reward": -0.18046368658542633, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18046368658542633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08890455216169357, + 0.29076674580574036, + 0.20990091562271118, + 0.16079899668693542, + 0.09408143907785416, + 0.01764204166829586, + 0.012615427374839783, + 0.015336781740188599, + 0.014382163994014263, + 0.09557090699672699 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.18046368658542633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700417086482048 + ], + "opposite_logprob_tokens": [ + -2.6950416564941406 + ], + "logprob_reward": -0.0700417086482048, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700417086482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09457959234714508, + 0.12666811048984528, + 0.07957006990909576, + 0.45495522022247314, + 0.03694569319486618, + 0.03218146786093712, + 0.012894676066935062, + 0.017587963491678238, + 0.03243516758084297, + 0.1121821328997612 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.0700417086482048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.223398819565773, + 0.2236148864030838, + 0.10281521826982498, + 0.24653244018554688, + 0.019345374777913094, + 0.01569305919110775, + 0.012851765379309654, + 0.017997710034251213, + 0.039643678814172745, + 0.0981069877743721 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202341243624687 + ], + "opposite_logprob_tokens": [ + -2.812023401260376 + ], + "logprob_reward": -0.06202341243624687, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202341243624687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09358067065477371, + 0.23632511496543884, + 0.13580136001110077, + 0.07712168991565704, + 0.11188382655382156, + 0.030445005744695663, + 0.02375716157257557, + 0.021494634449481964, + 0.12471841275691986, + 0.14487214386463165 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.06202341243624687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crocodile soaring through the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crocodile's scales a mosaic of deep moss green and obsidian black with iridescent purple and gold reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast cloudy twilight sky with a horizon shimmering in deep purple and soft fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the crocodile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crocodile's body silhouetted against the fading light with its legs tucked and tail rippling in a slow rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12493280321359634, + 0.13225166499614716, + 0.04834446310997009, + 0.39298656582832336, + 0.09637156128883362, + 0.038562845438718796, + 0.01567298360168934, + 0.03026539646089077, + 0.06010686233639717, + 0.06050485745072365 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.011073562316596508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_tensor([4835, 4835])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_tensor([4835, 4835])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cfed5843b597ca2ad236913641713a9ce83f4971 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_tensor([4835, 4835])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a single panoramic shot, the camera maintains an eye-level perspective and pans smoothly to the right, perfectly tracking a lone, majestic giraffe across a vast savannah landscape. The giraffe's coat is a stunning mosaic of large, polygonal patches of brown and orange, separated by intricate cream-colored lines. It moves from the left to the right side of the frame with a deliberate and steady grace. Its long legs rise and fall with a unique, rhythmic cadence, creating a fluid, continuous stroll that feels both powerful and tranquil. The setting is a vast expanse of dry, golden-brown grassland, sparsely dotted with low-lying green shrubs and the iconic flat-topped acacia trees. In the distance, a range of hazy, blue mountains rises against the horizon, and a vast, overcast sky is filled with soft, white clouds. The entire scene is bathed in a soft, diffuse light that eliminates harsh shadows and enhances the earthy color palette, creating an atmosphere of profound tranquility and naturalness, highlighting the creature's peaceful, solitary journey through its vast habitat.", + "seed": 11889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_4835_seed_11889_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07537832396337762, + "vlm_logprob": -0.07537832396337762, + "vlm_yes_no_margin": 4.375000023841858, + "vlm_token_credit": -0.07537832396337762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023481673561036587 + ], + "opposite_logprob_tokens": [ + -6.377347946166992 + ], + "logprob_reward": -0.0023481673561036587, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0023481673561036587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5587425231933594, + 0.1085868701338768, + 0.1266908198595047, + 0.04079237952828407, + 0.0315532386302948, + 0.031717319041490555, + 0.02155255526304245, + 0.021600592881441116, + 0.02712845429778099, + 0.03163531795144081 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0023481673561036587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255953997373581 + ], + "opposite_logprob_tokens": [ + -1.6005953550338745 + ], + "logprob_reward": -0.2255953997373581, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255953997373581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08540496975183487, + 0.04185860976576805, + 0.10258060693740845, + 0.08869441598653793, + 0.11429590731859207, + 0.051665741950273514, + 0.027369864284992218, + 0.07174231857061386, + 0.18829670548439026, + 0.22809083759784698 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.2255953997373581 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009176096064038575 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009176096064038575, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009176096064038575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.359957218170166, + 0.06636590510606766, + 0.0942339077591896, + 0.06745680421590805, + 0.060716286301612854, + 0.09130440652370453, + 0.026606345549225807, + 0.0618792325258255, + 0.056889668107032776, + 0.11459021270275116 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0009176096064038575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35682541131973267, + 0.04015373811125755, + 0.11966351419687271, + 0.07196786999702454, + 0.1067986935377121, + 0.10659301280975342, + 0.028997154906392097, + 0.07034231722354889, + 0.04772630333900452, + 0.050931982696056366 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.005251897498965263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277854561805725 + ], + "opposite_logprob_tokens": [ + -2.0177786350250244 + ], + "logprob_reward": -0.14277854561805725, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14277854561805725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13049747049808502, + 0.27577823400497437, + 0.20492494106292725, + 0.036135923117399216, + 0.027125045657157898, + 0.029957609251141548, + 0.04940653592348099, + 0.06807851791381836, + 0.11770178377628326, + 0.06039395183324814 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.14277854561805725 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single panoramic shot, the camera maintains an eye-level perspective and pans smoothly to the right, perfectly tracking a lone, majestic giraffe across a vast savannah landscape. The giraffe's coat is a stunning mosaic of large, polygonal patches of brown and orange, separated by intricate cream-colored lines. It moves from the left to the right side of the frame with a deliberate and steady grace. Its long legs rise and fall with a unique, rhythmic cadence, creating a fluid, continuous stroll that feels both powerful and tranquil. The setting is a vast expanse of dry, golden-brown grassland, sparsely dotted with low-lying green shrubs and the iconic flat-topped acacia trees. In the distance, a range of hazy, blue mountains rises against the horizon, and a vast, overcast sky is filled with soft, white clouds. The entire scene is bathed in a soft, diffuse light that eliminates harsh shadows and enhances the earthy color palette, creating an atmosphere of profound tranquility and naturalness, highlighting the creature's peaceful, solitary journey through its vast habitat.", + "seed": 11890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_4835_seed_11890_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1292229362181388, + "vlm_logprob": -0.1292229362181388, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.1292229362181388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028326883912086487 + ], + "opposite_logprob_tokens": [ + -6.002832889556885 + ], + "logprob_reward": -0.0028326883912086487, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0028326883912086487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12700724601745605, + 0.14785583317279816, + 0.03709173947572708, + 0.14363035559654236, + 0.0578819178044796, + 0.14158327877521515, + 0.12142675369977951, + 0.07918249070644379, + 0.08385449647903442, + 0.06048588082194328 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.0028326883912086487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387099951505661 + ], + "opposite_logprob_tokens": [ + -1.1370999813079834 + ], + "logprob_reward": -0.387099951505661, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387099951505661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1263587921857834, + 0.11382138729095459, + 0.05657343566417694, + 0.061301346868276596, + 0.19049738347530365, + 0.030157621949911118, + 0.029325934126973152, + 0.11198743432760239, + 0.10959452390670776, + 0.17038215696811676 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.387099951505661 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009179668850265443 + ], + "opposite_logprob_tokens": [ + -7.000917911529541 + ], + "logprob_reward": -0.0009179668850265443, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009179668850265443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14866921305656433, + 0.12498234957456589, + 0.07864747196435928, + 0.0674629658460617, + 0.07544853538274765, + 0.18685297667980194, + 0.07565434277057648, + 0.12202592939138412, + 0.06724198162555695, + 0.05301424860954285 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0009179668850265443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190667135640979 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190667135640979, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190667135640979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15088433027267456, + 0.07426317036151886, + 0.0879104807972908, + 0.02424437925219536, + 0.02993268147110939, + 0.34977608919143677, + 0.038450293242931366, + 0.07913763076066971, + 0.10000354051589966, + 0.06539730727672577 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.003190667135640979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207340717315674 + ], + "opposite_logprob_tokens": [ + -1.5020734071731567 + ], + "logprob_reward": -0.25207340717315674, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207340717315674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09661824256181717, + 0.18315449357032776, + 0.01584869623184204, + 0.10031760483980179, + 0.16570879518985748, + 0.026565957814455032, + 0.07638495415449142, + 0.2229992151260376, + 0.07182832807302475, + 0.040573734790086746 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.25207340717315674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single panoramic shot, the camera maintains an eye-level perspective and pans smoothly to the right, perfectly tracking a lone, majestic giraffe across a vast savannah landscape. The giraffe's coat is a stunning mosaic of large, polygonal patches of brown and orange, separated by intricate cream-colored lines. It moves from the left to the right side of the frame with a deliberate and steady grace. Its long legs rise and fall with a unique, rhythmic cadence, creating a fluid, continuous stroll that feels both powerful and tranquil. The setting is a vast expanse of dry, golden-brown grassland, sparsely dotted with low-lying green shrubs and the iconic flat-topped acacia trees. In the distance, a range of hazy, blue mountains rises against the horizon, and a vast, overcast sky is filled with soft, white clouds. The entire scene is bathed in a soft, diffuse light that eliminates harsh shadows and enhances the earthy color palette, creating an atmosphere of profound tranquility and naturalness, highlighting the creature's peaceful, solitary journey through its vast habitat.", + "seed": 11891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_4835_seed_11891_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2230481074890122, + "vlm_logprob": -0.2230481074890122, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.2230481074890122, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040586963295936584 + ], + "opposite_logprob_tokens": [ + -5.629058837890625 + ], + "logprob_reward": -0.0040586963295936584, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0040586963295936584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1639186590909958, + 0.11512860655784607, + 0.05035703256726265, + 0.06689953058958054, + 0.09486831724643707, + 0.07262466102838516, + 0.20308713614940643, + 0.04937102645635605, + 0.12947386503219604, + 0.054271161556243896 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.0040586963295936584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974320650100708 + ], + "opposite_logprob_tokens": [ + -0.474320650100708 + ], + "logprob_reward": -0.974320650100708, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974320650100708, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.054087117314338684, + 0.08664217591285706, + 0.05340626463294029, + 0.10989975184202194, + 0.05563634634017944, + 0.08257263153791428, + 0.31572243571281433, + 0.020649369806051254, + 0.137541264295578, + 0.08384266495704651 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.974320650100708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178642618469894 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.001178642618469894, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178642618469894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16230517625808716, + 0.09661737084388733, + 0.030715538188815117, + 0.19812622666358948, + 0.08177858591079712, + 0.13889141380786896, + 0.0524832084774971, + 0.06925137341022491, + 0.13106337189674377, + 0.038767654448747635 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.001178642618469894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16191644966602325, + 0.06076568365097046, + 0.15991806983947754, + 0.14439477026462555, + 0.07018113136291504, + 0.10275382548570633, + 0.1454484909772873, + 0.04072791337966919, + 0.07950654625892639, + 0.034387119114398956 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703871726989746 + ], + "opposite_logprob_tokens": [ + -2.1270387172698975 + ], + "logprob_reward": -0.12703871726989746, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703871726989746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09579310566186905, + 0.04754170402884483, + 0.044686898589134216, + 0.04181825742125511, + 0.07961762696504593, + 0.20212846994400024, + 0.18316178023815155, + 0.07887457311153412, + 0.1816260665655136, + 0.044751569628715515 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.12703871726989746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single panoramic shot, the camera maintains an eye-level perspective and pans smoothly to the right, perfectly tracking a lone, majestic giraffe across a vast savannah landscape. The giraffe's coat is a stunning mosaic of large, polygonal patches of brown and orange, separated by intricate cream-colored lines. It moves from the left to the right side of the frame with a deliberate and steady grace. Its long legs rise and fall with a unique, rhythmic cadence, creating a fluid, continuous stroll that feels both powerful and tranquil. The setting is a vast expanse of dry, golden-brown grassland, sparsely dotted with low-lying green shrubs and the iconic flat-topped acacia trees. In the distance, a range of hazy, blue mountains rises against the horizon, and a vast, overcast sky is filled with soft, white clouds. The entire scene is bathed in a soft, diffuse light that eliminates harsh shadows and enhances the earthy color palette, creating an atmosphere of profound tranquility and naturalness, highlighting the creature's peaceful, solitary journey through its vast habitat.", + "seed": 11892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_15/index_4835_seed_11892_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20222575006773696, + "vlm_logprob": -0.20222575006773696, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.20222575006773696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016764646861702204 + ], + "opposite_logprob_tokens": [ + -6.751676559448242 + ], + "logprob_reward": -0.0016764646861702204, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0016764646861702204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17657151818275452, + 0.177974134683609, + 0.18566717207431793, + 0.1678072214126587, + 0.044264547526836395, + 0.0233955979347229, + 0.053314074873924255, + 0.02766106091439724, + 0.09844280034303665, + 0.04490186646580696 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0016764646861702204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934413313865662 + ], + "opposite_logprob_tokens": [ + -0.6934413313865662 + ], + "logprob_reward": -0.6934413313865662, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934413313865662, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03781569004058838, + 0.01559860073029995, + 0.14937128126621246, + 0.05686654523015022, + 0.02668028697371483, + 0.034344445914030075, + 0.07803502678871155, + 0.13953423500061035, + 0.3723898231983185, + 0.08936402946710587 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.6934413313865662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006324436399154365 + ], + "opposite_logprob_tokens": [ + -7.375632286071777 + ], + "logprob_reward": -0.0006324436399154365, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006324436399154365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07363489270210266, + 0.056293655186891556, + 0.4221729338169098, + 0.05655870586633682, + 0.0432828813791275, + 0.03087516501545906, + 0.1221243217587471, + 0.06306789070367813, + 0.08690153807401657, + 0.04508798196911812 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.0006324436399154365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019403931219130754 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019403931219130754, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019403931219130754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05868737772107124, + 0.10517845302820206, + 0.23387916386127472, + 0.10553324967622757, + 0.02425025776028633, + 0.023813199251890182, + 0.2006683498620987, + 0.0665794387459755, + 0.14305329322814941, + 0.03835723176598549 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.0019403931219130754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone giraffe with a coat of brown and orange polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the giraffe move from the left side of the frame to the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast savannah with dry golden-brown grass, green shrubs, and flat-topped acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are hazy blue mountains visible in the distance against an overcast sky with soft white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while maintaining an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134381175041199 + ], + "opposite_logprob_tokens": [ + -1.3134381771087646 + ], + "logprob_reward": -0.3134381175041199, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134381175041199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1296783983707428, + 0.03811686486005783, + 0.12196420878171921, + 0.11783395707607269, + 0.03107600472867489, + 0.023812830448150635, + 0.07925905287265778, + 0.08571892976760864, + 0.2998482882976532, + 0.0726914331316948 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.3134381175041199 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_tensor([9075, 9075])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_tensor([9075, 9075])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..490c8167c96432294a9aca4981ab48a870d87910 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_tensor([9075, 9075])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, close-up slowly and steadily approaches, plunging the viewer into a deep-sea microcosm dominated by a chilling blue-green hue. The absolute focal point is the Portuguese Man-of-War jellyfish's nearly transparent, deadly tentacles, emitting an eerie, biological glow. Like deadly threads studded with countless tiny, pearl-like sacs of stinging cells, they slowly burrow into the body of a small, silvery fish with a steady, relentless rhythm. Under the faint, cold light of the tentacles themselves, the fish's scales reflect a desperate metallic luster, its wide-open eyes frozen in the terror and vacillation of its final moments. The camera meticulously captures the moment the tentacle tip pierces the skin, pushing aside the scales. The slender stinging threads penetrate the flesh, leaving a faint, necrotic white stain on the tissue surrounding the point of contact, a foreboding sign of death. The surroundings are a profound, silent darkness, with only countless suspended particles drifting silently in the dim light, creating a microscopic atmosphere that is both magnificent and extremely dangerous, deeply unsettling, and eerie.", + "seed": 13442, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_9075_seed_13442_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05823607984930277, + "vlm_logprob": -0.05823607984930277, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05823607984930277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16236169636249542 + ], + "opposite_logprob_tokens": [ + -1.912361741065979 + ], + "logprob_reward": -0.16236169636249542, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16236169636249542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1440168023109436, + 0.046688176691532135, + 0.06725463271141052, + 0.0847868099808693, + 0.035155653953552246, + 0.03855205327272415, + 0.27796095609664917, + 0.25286388397216797, + 0.0328964926302433, + 0.019824596121907234 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.16236169636249542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255736779421568 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.01255736779421568, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255736779421568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10145493596792221, + 0.049234725534915924, + 0.06705424934625626, + 0.08290694653987885, + 0.07769955694675446, + 0.053527843207120895, + 0.1803240329027176, + 0.27134907245635986, + 0.0930975005030632, + 0.023351134732365608 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.01255736779421568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06877699494361877, + 0.06925324350595474, + 0.12961159646511078, + 0.04309704527258873, + 0.061462026089429855, + 0.09972982108592987, + 0.13939893245697021, + 0.2867216169834137, + 0.062254611402750015, + 0.03969410061836243 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001759111881256 + ], + "opposite_logprob_tokens": [ + -2.6950175762176514 + ], + "logprob_reward": -0.07001759111881256, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001759111881256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03973117098212242, + 0.047710273414850235, + 0.22786714136600494, + 0.05647080019116402, + 0.09223753213882446, + 0.06113497167825699, + 0.15791954100131989, + 0.2153017222881317, + 0.055847059935331345, + 0.04577982798218727 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.07001759111881256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369579464197159 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.03369579464197159, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369579464197159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17151302099227905, + 0.05226268246769905, + 0.06539081037044525, + 0.21781113743782043, + 0.07238291203975677, + 0.06399612873792648, + 0.20263338088989258, + 0.06931637972593307, + 0.0443662628531456, + 0.04032731428742409 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.03369579464197159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, close-up slowly and steadily approaches, plunging the viewer into a deep-sea microcosm dominated by a chilling blue-green hue. The absolute focal point is the Portuguese Man-of-War jellyfish's nearly transparent, deadly tentacles, emitting an eerie, biological glow. Like deadly threads studded with countless tiny, pearl-like sacs of stinging cells, they slowly burrow into the body of a small, silvery fish with a steady, relentless rhythm. Under the faint, cold light of the tentacles themselves, the fish's scales reflect a desperate metallic luster, its wide-open eyes frozen in the terror and vacillation of its final moments. The camera meticulously captures the moment the tentacle tip pierces the skin, pushing aside the scales. The slender stinging threads penetrate the flesh, leaving a faint, necrotic white stain on the tissue surrounding the point of contact, a foreboding sign of death. The surroundings are a profound, silent darkness, with only countless suspended particles drifting silently in the dim light, creating a microscopic atmosphere that is both magnificent and extremely dangerous, deeply unsettling, and eerie.", + "seed": 13443, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_9075_seed_13443_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036601833812892434, + "vlm_logprob": -0.036601833812892434, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.036601833812892434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0801026001572609 + ], + "opposite_logprob_tokens": [ + -2.5801026821136475 + ], + "logprob_reward": -0.0801026001572609, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0801026001572609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40306249260902405, + 0.06386811286211014, + 0.030835561454296112, + 0.01571785658597946, + 0.06352748721837997, + 0.079799585044384, + 0.2107180953025818, + 0.06424595415592194, + 0.0391293540596962, + 0.029095545411109924 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0801026001572609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648942526429892 + ], + "opposite_logprob_tokens": [ + -4.882648944854736 + ], + "logprob_reward": -0.007648942526429892, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648942526429892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4058294892311096, + 0.08627303689718246, + 0.01891263760626316, + 0.011764314025640488, + 0.05520543456077576, + 0.1293034851551056, + 0.12774322926998138, + 0.03681345656514168, + 0.07109759002923965, + 0.05705733597278595 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.007648942526429892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636165712028742 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636165712028742, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636165712028742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3828476667404175, + 0.1338724046945572, + 0.07375574856996536, + 0.031168513000011444, + 0.12326644361019135, + 0.08872807770967484, + 0.07744765281677246, + 0.04493075981736183, + 0.025052547454833984, + 0.01893017068505287 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007636165712028742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898448407649994 + ], + "opposite_logprob_tokens": [ + -2.578984498977661 + ], + "logprob_reward": -0.07898448407649994, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898448407649994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1197708398103714, + 0.042040567845106125, + 0.040718745440244675, + 0.03389999270439148, + 0.08953790366649628, + 0.06963133066892624, + 0.4055929183959961, + 0.046920448541641235, + 0.09032781422138214, + 0.06155940890312195 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.07898448407649994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636976592242718 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636976592242718, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636976592242718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34981727600097656, + 0.06773489713668823, + 0.03325850889086723, + 0.03287439048290253, + 0.04719266667962074, + 0.03450363129377365, + 0.25048568844795227, + 0.07303696125745773, + 0.08048544079065323, + 0.030610602349042892 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.008636976592242718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, close-up slowly and steadily approaches, plunging the viewer into a deep-sea microcosm dominated by a chilling blue-green hue. The absolute focal point is the Portuguese Man-of-War jellyfish's nearly transparent, deadly tentacles, emitting an eerie, biological glow. Like deadly threads studded with countless tiny, pearl-like sacs of stinging cells, they slowly burrow into the body of a small, silvery fish with a steady, relentless rhythm. Under the faint, cold light of the tentacles themselves, the fish's scales reflect a desperate metallic luster, its wide-open eyes frozen in the terror and vacillation of its final moments. The camera meticulously captures the moment the tentacle tip pierces the skin, pushing aside the scales. The slender stinging threads penetrate the flesh, leaving a faint, necrotic white stain on the tissue surrounding the point of contact, a foreboding sign of death. The surroundings are a profound, silent darkness, with only countless suspended particles drifting silently in the dim light, creating a microscopic atmosphere that is both magnificent and extremely dangerous, deeply unsettling, and eerie.", + "seed": 13444, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_9075_seed_13444_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0531437711790204, + "vlm_logprob": -0.0531437711790204, + "vlm_yes_no_margin": 3.524999976158142, + "vlm_token_credit": -0.0531437711790204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1279176026582718 + ], + "opposite_logprob_tokens": [ + -2.127917528152466 + ], + "logprob_reward": -0.1279176026582718, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1279176026582718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037870537489652634, + 0.02432192489504814, + 0.03582148998975754, + 0.6664389371871948, + 0.02344016544520855, + 0.057232748717069626, + 0.020888829603791237, + 0.025241794064641, + 0.08453825861215591, + 0.024205302819609642 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.1279176026582718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273598246276379 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273598246276379, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273598246276379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07834551483392715, + 0.17764997482299805, + 0.046133626252412796, + 0.32047683000564575, + 0.04380418360233307, + 0.12168651819229126, + 0.04480572044849396, + 0.03255771845579147, + 0.08522339910268784, + 0.04931654781103134 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.005273598246276379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787900373339653 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009787900373339653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787900373339653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02865930087864399, + 0.05027257651090622, + 0.05662795528769493, + 0.5220244526863098, + 0.023398365825414658, + 0.07855314016342163, + 0.0418657511472702, + 0.06827320903539658, + 0.05816004052758217, + 0.07216516882181168 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.009787900373339653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890454575419426 + ], + "opposite_logprob_tokens": [ + -2.464045524597168 + ], + "logprob_reward": -0.0890454575419426, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890454575419426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07237797975540161, + 0.03435350954532623, + 0.03380557522177696, + 0.49260297417640686, + 0.05210087075829506, + 0.0670461431145668, + 0.040586426854133606, + 0.0813152939081192, + 0.08700259029865265, + 0.03880859166383743 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.0890454575419426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033694297075271606 + ], + "opposite_logprob_tokens": [ + -3.408694267272949 + ], + "logprob_reward": -0.033694297075271606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033694297075271606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15557219088077545, + 0.07301022112369537, + 0.03381769359111786, + 0.25613731145858765, + 0.028086481615900993, + 0.07521425187587738, + 0.06318646669387817, + 0.07057668268680573, + 0.09307000786066055, + 0.15132863819599152 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.033694297075271606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, close-up slowly and steadily approaches, plunging the viewer into a deep-sea microcosm dominated by a chilling blue-green hue. The absolute focal point is the Portuguese Man-of-War jellyfish's nearly transparent, deadly tentacles, emitting an eerie, biological glow. Like deadly threads studded with countless tiny, pearl-like sacs of stinging cells, they slowly burrow into the body of a small, silvery fish with a steady, relentless rhythm. Under the faint, cold light of the tentacles themselves, the fish's scales reflect a desperate metallic luster, its wide-open eyes frozen in the terror and vacillation of its final moments. The camera meticulously captures the moment the tentacle tip pierces the skin, pushing aside the scales. The slender stinging threads penetrate the flesh, leaving a faint, necrotic white stain on the tissue surrounding the point of contact, a foreboding sign of death. The surroundings are a profound, silent darkness, with only countless suspended particles drifting silently in the dim light, creating a microscopic atmosphere that is both magnificent and extremely dangerous, deeply unsettling, and eerie.", + "seed": 13445, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_2/index_9075_seed_13445_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08324481379240752, + "vlm_logprob": -0.08324481379240752, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.08324481379240752, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1286633312702179 + ], + "opposite_logprob_tokens": [ + -2.1286633014678955 + ], + "logprob_reward": -0.1286633312702179, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1286633312702179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8770714402198792, + 0.017113490030169487, + 0.010138390585780144, + 0.011701072566211224, + 0.022327065467834473, + 0.011880365200340748, + 0.010227363556623459, + 0.014623790979385376, + 0.014563419856131077, + 0.01035364344716072 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1286633312702179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012571611441671848 + ], + "opposite_logprob_tokens": [ + -4.387571811676025 + ], + "logprob_reward": -0.012571611441671848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012571611441671848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6054292321205139, + 0.041345782577991486, + 0.03864392265677452, + 0.011657672934234142, + 0.026640407741069794, + 0.013792114332318306, + 0.02263796515762806, + 0.1929687261581421, + 0.035321369767189026, + 0.011562748812139034 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.012571611441671848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086315736174583 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.016086315736174583, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086315736174583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7271636128425598, + 0.03285747021436691, + 0.021402591839432716, + 0.015932561829686165, + 0.0325193926692009, + 0.00951323565095663, + 0.008617970161139965, + 0.11554071307182312, + 0.02747970260679722, + 0.00897268671542406 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.016086315736174583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899891585111618 + ], + "opposite_logprob_tokens": [ + -2.5789988040924072 + ], + "logprob_reward": -0.07899891585111618, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899891585111618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38224777579307556, + 0.0814918801188469, + 0.048374660313129425, + 0.06306107342243195, + 0.053910281509160995, + 0.0646311342716217, + 0.04308050498366356, + 0.1344842165708542, + 0.09268158674240112, + 0.03603692352771759 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.07899891585111618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Portuguese Man-of-War jellyfish attacking a small silvery fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the jellyfish's tentacles nearly transparent with a biological glow and pearl-like sacs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fish display wide-open eyes and scales reflecting a metallic luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible faint necrotic white stain on the fish's tissue where the tentacle penetrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a deep-sea setting with profound darkness and suspended particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990389466285706 + ], + "opposite_logprob_tokens": [ + -1.8049038648605347 + ], + "logprob_reward": -0.17990389466285706, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990389466285706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4819061756134033, + 0.022640233859419823, + 0.03540884703397751, + 0.013211972080171108, + 0.06088477000594139, + 0.01315771322697401, + 0.027354061603546143, + 0.3062044680118561, + 0.033278871327638626, + 0.005952830892056227 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.17990389466285706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_tensor([2934, 2934])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_tensor([2934, 2934])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..acf44693caaea0d852bda98db44a6872e0af35fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_tensor([2934, 2934])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from a level angle begins in medium shot, then slowly pulls back to reveal a wider scene. The frame focuses on a silver-haired elderly man, clad in a loose, white, traditional cotton and linen training suit, nestled in a tranquil bamboo forest. The faint morning sun, the sole source of light, penetrates the towering, verdant bamboo poles and dense leaves, creating soft, voluminous beams that are visible through the misty air and cast shifting, dappled shadows on the damp, leaf-covered ground. The elderly man's hair is meticulously combed, his face deeply wrinkled, weathered. His eyes are slightly closed, his expression focused and peaceful. He is performing Tai Chi with incredible slowness and stability, his arms tracing smooth arcs at a speed barely perceptible to the naked eye, his weight shifting effortlessly between his legs. Each movement is imbued with inner, composed strength. His wide white sleeves fluttered gently as his body turned, and their trajectory seemed to merge with the flowing air and light. There was no pause between his movements, perfectly interpreting the artistic conception of \"flowing like clouds and running water\". The whole scene presented an extremely quiet, solemn and Zen-like meditative atmosphere.", + "seed": 6320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_2934_seed_6320_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06390046356245875, + "vlm_logprob": -0.06390046356245875, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.06390046356245875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009452469646930695 + ], + "opposite_logprob_tokens": [ + -4.7594523429870605 + ], + "logprob_reward": -0.009452469646930695, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009452469646930695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3058958947658539, + 0.08405783027410507, + 0.07363273948431015, + 0.047420572489500046, + 0.06424432247877121, + 0.14030948281288147, + 0.03239016979932785, + 0.020399292930960655, + 0.17085961997509003, + 0.06079006567597389 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.009452469646930695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648676797747612 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648676797747612, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648676797747612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14018595218658447, + 0.05222105607390404, + 0.04778839647769928, + 0.034485701471567154, + 0.1732705682516098, + 0.15902012586593628, + 0.033524151891469955, + 0.04796897619962692, + 0.2014947086572647, + 0.11004044860601425 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.008648676797747612 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943008232861757 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005943008232861757, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943008232861757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09652932733297348, + 0.13057073950767517, + 0.10555455833673477, + 0.05241873115301132, + 0.042131807655096054, + 0.06205930933356285, + 0.06793053448200226, + 0.049754347652196884, + 0.32246533036231995, + 0.07058536261320114 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.005943008232861757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196122996509075 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196122996509075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196122996509075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12942464649677277, + 0.15456555783748627, + 0.058868106454610825, + 0.28406763076782227, + 0.07245524227619171, + 0.05520688742399216, + 0.024690641090273857, + 0.08575847744941711, + 0.08000123500823975, + 0.054961614310741425 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.014196122996509075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28126204013824463 + ], + "opposite_logprob_tokens": [ + -1.4062620401382446 + ], + "logprob_reward": -0.28126204013824463, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28126204013824463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20658020675182343, + 0.11045936495065689, + 0.04485274851322174, + 0.07934819161891937, + 0.0863555446267128, + 0.059570930898189545, + 0.046639081090688705, + 0.07964096963405609, + 0.06177184730768204, + 0.22478117048740387 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.28126204013824463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a level angle begins in medium shot, then slowly pulls back to reveal a wider scene. The frame focuses on a silver-haired elderly man, clad in a loose, white, traditional cotton and linen training suit, nestled in a tranquil bamboo forest. The faint morning sun, the sole source of light, penetrates the towering, verdant bamboo poles and dense leaves, creating soft, voluminous beams that are visible through the misty air and cast shifting, dappled shadows on the damp, leaf-covered ground. The elderly man's hair is meticulously combed, his face deeply wrinkled, weathered. His eyes are slightly closed, his expression focused and peaceful. He is performing Tai Chi with incredible slowness and stability, his arms tracing smooth arcs at a speed barely perceptible to the naked eye, his weight shifting effortlessly between his legs. Each movement is imbued with inner, composed strength. His wide white sleeves fluttered gently as his body turned, and their trajectory seemed to merge with the flowing air and light. There was no pause between his movements, perfectly interpreting the artistic conception of \"flowing like clouds and running water\". The whole scene presented an extremely quiet, solemn and Zen-like meditative atmosphere.", + "seed": 6321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_2934_seed_6321_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1041012853384018, + "vlm_logprob": -0.1041012853384018, + "vlm_yes_no_margin": 3.224999952316284, + "vlm_token_credit": -0.1041012853384018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2526012659072876 + ], + "opposite_logprob_tokens": [ + -1.5026012659072876 + ], + "logprob_reward": -0.2526012659072876, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2526012659072876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6586615443229675, + 0.05168790742754936, + 0.1429651975631714, + 0.01582418940961361, + 0.038724999874830246, + 0.011655892245471478, + 0.04842732101678848, + 0.007846073247492313, + 0.009937109425663948, + 0.01426976453512907 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2526012659072876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192922696471214 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.018192922696471214, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192922696471214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5437623262405396, + 0.05692274123430252, + 0.1586931049823761, + 0.02555551752448082, + 0.02866770327091217, + 0.022758474573493004, + 0.050052251666784286, + 0.030278125777840614, + 0.0647234171628952, + 0.018586384132504463 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018192922696471214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003610284999012947 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.003610284999012947, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003610284999012947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.703920304775238, + 0.0385105162858963, + 0.06728951632976532, + 0.018361492082476616, + 0.037823162972927094, + 0.01419481635093689, + 0.02499491721391678, + 0.011439673602581024, + 0.04623432457447052, + 0.03723130375146866 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.003610284999012947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580671727657318 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.020580671727657318, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580671727657318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6780655384063721, + 0.052627287805080414, + 0.06869003176689148, + 0.012608724646270275, + 0.05725276097655296, + 0.021099181845784187, + 0.02178390882909298, + 0.016127264127135277, + 0.044969264417886734, + 0.026776110753417015 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.020580671727657318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255212813615799 + ], + "opposite_logprob_tokens": [ + -1.6005213260650635 + ], + "logprob_reward": -0.2255212813615799, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255212813615799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30875375866889954, + 0.04506859555840492, + 0.10233107954263687, + 0.04406358301639557, + 0.06696417182683945, + 0.06324463337659836, + 0.047984566539525986, + 0.0835268571972847, + 0.2146214246749878, + 0.023441357538104057 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.2255212813615799 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a level angle begins in medium shot, then slowly pulls back to reveal a wider scene. The frame focuses on a silver-haired elderly man, clad in a loose, white, traditional cotton and linen training suit, nestled in a tranquil bamboo forest. The faint morning sun, the sole source of light, penetrates the towering, verdant bamboo poles and dense leaves, creating soft, voluminous beams that are visible through the misty air and cast shifting, dappled shadows on the damp, leaf-covered ground. The elderly man's hair is meticulously combed, his face deeply wrinkled, weathered. His eyes are slightly closed, his expression focused and peaceful. He is performing Tai Chi with incredible slowness and stability, his arms tracing smooth arcs at a speed barely perceptible to the naked eye, his weight shifting effortlessly between his legs. Each movement is imbued with inner, composed strength. His wide white sleeves fluttered gently as his body turned, and their trajectory seemed to merge with the flowing air and light. There was no pause between his movements, perfectly interpreting the artistic conception of \"flowing like clouds and running water\". The whole scene presented an extremely quiet, solemn and Zen-like meditative atmosphere.", + "seed": 6322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_2934_seed_6322_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030373063497245313, + "vlm_logprob": -0.030373063497245313, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.030373063497245313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024628039449453354 + ], + "opposite_logprob_tokens": [ + -3.774627923965454 + ], + "logprob_reward": -0.024628039449453354, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024628039449453354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2870674133300781, + 0.06697791069746017, + 0.06775429099798203, + 0.14991265535354614, + 0.04074830561876297, + 0.15134018659591675, + 0.05991730839014053, + 0.04050363972783089, + 0.02751878648996353, + 0.10825947672128677 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.024628039449453354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552423402667046 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552423402667046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552423402667046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416056603193283, + 0.08747166395187378, + 0.03747497871518135, + 0.11370503157377243, + 0.057632025331258774, + 0.3259735107421875, + 0.06813323497772217, + 0.042703934013843536, + 0.03148926421999931, + 0.09381064772605896 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.012552423402667046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075095273554325 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075095273554325, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075095273554325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2853648364543915, + 0.12678176164627075, + 0.0645766481757164, + 0.032035376876592636, + 0.04743955656886101, + 0.14859679341316223, + 0.04018713906407356, + 0.13630686700344086, + 0.06785421818494797, + 0.05085675045847893 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.011075095273554325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867430776357651 + ], + "opposite_logprob_tokens": [ + -3.0486743450164795 + ], + "logprob_reward": -0.04867430776357651, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867430776357651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2441418468952179, + 0.13677813112735748, + 0.07717231661081314, + 0.03289339318871498, + 0.04042362421751022, + 0.1107277050614357, + 0.05354432389140129, + 0.15083764493465424, + 0.08540529757738113, + 0.06807572394609451 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04867430776357651 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493545159697533 + ], + "opposite_logprob_tokens": [ + -2.9299354553222656 + ], + "logprob_reward": -0.05493545159697533, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493545159697533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14394371211528778, + 0.07422462850809097, + 0.07298585027456284, + 0.03900165110826492, + 0.10433318465948105, + 0.08027250319719315, + 0.08597760647535324, + 0.15312033891677856, + 0.13512000441551208, + 0.11102049797773361 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.05493545159697533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a level angle begins in medium shot, then slowly pulls back to reveal a wider scene. The frame focuses on a silver-haired elderly man, clad in a loose, white, traditional cotton and linen training suit, nestled in a tranquil bamboo forest. The faint morning sun, the sole source of light, penetrates the towering, verdant bamboo poles and dense leaves, creating soft, voluminous beams that are visible through the misty air and cast shifting, dappled shadows on the damp, leaf-covered ground. The elderly man's hair is meticulously combed, his face deeply wrinkled, weathered. His eyes are slightly closed, his expression focused and peaceful. He is performing Tai Chi with incredible slowness and stability, his arms tracing smooth arcs at a speed barely perceptible to the naked eye, his weight shifting effortlessly between his legs. Each movement is imbued with inner, composed strength. His wide white sleeves fluttered gently as his body turned, and their trajectory seemed to merge with the flowing air and light. There was no pause between his movements, perfectly interpreting the artistic conception of \"flowing like clouds and running water\". The whole scene presented an extremely quiet, solemn and Zen-like meditative atmosphere.", + "seed": 6323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_3/index_2934_seed_6323_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08916471004486085, + "vlm_logprob": -0.08916471004486085, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.08916471004486085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0058158463798463345 + ], + "opposite_logprob_tokens": [ + -5.3808159828186035 + ], + "logprob_reward": -0.0058158463798463345, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0058158463798463345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3416008949279785, + 0.11933062225580215, + 0.04704558104276657, + 0.04166525974869728, + 0.07792677730321884, + 0.06321299076080322, + 0.096174456179142, + 0.05253586545586586, + 0.04420233890414238, + 0.11630525439977646 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0058158463798463345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30506226420402527, + 0.08395928889513016, + 0.0734558030962944, + 0.05575093999505043, + 0.0782368928194046, + 0.07040072977542877, + 0.09070979058742523, + 0.06566282361745834, + 0.07652552425861359, + 0.1002359464764595 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031891223043203354 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031891223043203354, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031891223043203354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13880856335163116, + 0.08618708699941635, + 0.058758314698934555, + 0.08504977822303772, + 0.16513139009475708, + 0.05933539941906929, + 0.09974505752325058, + 0.04790718853473663, + 0.1440361589193344, + 0.11504112184047699 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0031891223043203354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430646575987339 + ], + "opposite_logprob_tokens": [ + -3.168064594268799 + ], + "logprob_reward": -0.0430646575987339, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430646575987339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5084950923919678, + 0.10201506316661835, + 0.05730414018034935, + 0.048027049750089645, + 0.039458051323890686, + 0.06924215704202652, + 0.06125236675143242, + 0.02731354534626007, + 0.023925280198454857, + 0.06296731531620026 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0430646575987339 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with silver hair and deeply wrinkled, weathered skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose, white traditional cotton and linen training suit with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a tranquil bamboo forest with towering poles and dense leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, voluminous beams of light penetrating the mist and casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and slowly pull back to reveal a wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38700565695762634 + ], + "opposite_logprob_tokens": [ + -1.1370056867599487 + ], + "logprob_reward": -0.38700565695762634, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38700565695762634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2945481538772583, + 0.09353232383728027, + 0.10093644261360168, + 0.11031536757946014, + 0.03018258512020111, + 0.08090488612651825, + 0.1081656664609909, + 0.06051729619503021, + 0.03462463989853859, + 0.08627267181873322 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.38700565695762634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_tensor([9150, 9150])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_tensor([9150, 9150])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e828c82870459624f6cd2043a20676edbc0618e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_tensor([9150, 9150])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot depicts a massive red king crab, its form defined by bold black line art, emphasizing its immense size and power. The creature strikes a dramatic, energetic pose atop a massive, jagged slab of volcanic rock, its fractured, obsidian-like surface gleaming with light. Its fiery red shell, painted in high-contrast shading, carved into deep, stark shadows, is covered in sharp, dagger-like spikes. The crab's long, spiny legs are spread wide, its pointed tips gripping the rock for stability. Its massive claws—one a powerful crusher, the other a razor-sharp pincer—are raised high and extended in defensive formation, poised to strike. The entire scene is imbued with a tense, confrontational atmosphere, capturing a frozen moment of heightened alertness, as the crab's tiny, stalk-like eyes scan its surroundings for unseen enemies.", + "seed": 15270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_9150_seed_15270_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026035397499799728, + "vlm_logprob": -0.026035397499799728, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.026035397499799728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01423596404492855 + ], + "opposite_logprob_tokens": [ + -4.389235973358154 + ], + "logprob_reward": -0.01423596404492855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01423596404492855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1610228270292282, + 0.18170565366744995, + 0.03832092508673668, + 0.05579384043812752, + 0.058522779494524, + 0.11752993613481522, + 0.03428780287504196, + 0.20978522300720215, + 0.017111243680119514, + 0.12591975927352905 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.01423596404492855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743056699633598 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743056699633598, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743056699633598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039626721292734146, + 0.2707148790359497, + 0.07974477857351303, + 0.050797104835510254, + 0.04187191650271416, + 0.013826117850840092, + 0.03266222029924393, + 0.37045207619667053, + 0.014887579716742039, + 0.08541657775640488 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.006743056699633598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033687956631183624 + ], + "opposite_logprob_tokens": [ + -3.4086880683898926 + ], + "logprob_reward": -0.033687956631183624, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033687956631183624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06984526664018631, + 0.16547952592372894, + 0.03429340943694115, + 0.11303957551717758, + 0.05708407238125801, + 0.02301865443587303, + 0.05336226522922516, + 0.40276890993118286, + 0.023518921807408333, + 0.057589419186115265 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.033687956631183624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493669584393501 + ], + "opposite_logprob_tokens": [ + -2.929936647415161 + ], + "logprob_reward": -0.05493669584393501, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493669584393501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10667500644922256, + 0.10552402585744858, + 0.10081842541694641, + 0.1400154083967209, + 0.11048373579978943, + 0.057775355875492096, + 0.05631115660071373, + 0.16298170387744904, + 0.02884775772690773, + 0.13056744635105133 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.05493669584393501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573314279317856 + ], + "opposite_logprob_tokens": [ + -3.895573377609253 + ], + "logprob_reward": -0.020573314279317856, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573314279317856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08112622797489166, + 0.07630710303783417, + 0.17234691977500916, + 0.051775313913822174, + 0.03769773989915848, + 0.10266486555337906, + 0.04010466858744621, + 0.3172551989555359, + 0.027599897235631943, + 0.09312207251787186 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.020573314279317856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot depicts a massive red king crab, its form defined by bold black line art, emphasizing its immense size and power. The creature strikes a dramatic, energetic pose atop a massive, jagged slab of volcanic rock, its fractured, obsidian-like surface gleaming with light. Its fiery red shell, painted in high-contrast shading, carved into deep, stark shadows, is covered in sharp, dagger-like spikes. The crab's long, spiny legs are spread wide, its pointed tips gripping the rock for stability. Its massive claws—one a powerful crusher, the other a razor-sharp pincer—are raised high and extended in defensive formation, poised to strike. The entire scene is imbued with a tense, confrontational atmosphere, capturing a frozen moment of heightened alertness, as the crab's tiny, stalk-like eyes scan its surroundings for unseen enemies.", + "seed": 15271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_9150_seed_15271_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07592942900955676, + "vlm_logprob": -0.07592942900955676, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.07592942900955676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06597130000591278 + ], + "opposite_logprob_tokens": [ + -2.8159713745117188 + ], + "logprob_reward": -0.06597130000591278, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06597130000591278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19016943871974945, + 0.07904557138681412, + 0.039469052106142044, + 0.181080624461174, + 0.13299128413200378, + 0.0815650001168251, + 0.07731572538614273, + 0.04166845977306366, + 0.11649040132761002, + 0.06020445376634598 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.06597130000591278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297972977161407 + ], + "opposite_logprob_tokens": [ + -3.7732980251312256 + ], + "logprob_reward": -0.023297972977161407, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297972977161407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2024390697479248, + 0.07568932324647903, + 0.1370154619216919, + 0.0489819273352623, + 0.1401432305574417, + 0.043185457587242126, + 0.061667609959840775, + 0.1258223056793213, + 0.1059039756655693, + 0.05915169417858124 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.023297972977161407 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427808254957199 + ], + "opposite_logprob_tokens": [ + -2.0177807807922363 + ], + "logprob_reward": -0.1427808254957199, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427808254957199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15598461031913757, + 0.16815291345119476, + 0.07353579998016357, + 0.09912874549627304, + 0.1357351690530777, + 0.10682320594787598, + 0.10510405898094177, + 0.056830648332834244, + 0.04262886196374893, + 0.05607590824365616 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.1427808254957199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702034413814545 + ], + "opposite_logprob_tokens": [ + -2.1270203590393066 + ], + "logprob_reward": -0.12702034413814545, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702034413814545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0796765387058258, + 0.13961611688137054, + 0.08364222198724747, + 0.07473398745059967, + 0.13229911029338837, + 0.0884542167186737, + 0.024384792894124985, + 0.287881463766098, + 0.040017127990722656, + 0.04929434135556221 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.12702034413814545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576702430844307 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.020576702430844307, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576702430844307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18511787056922913, + 0.15569783747196198, + 0.07532954961061478, + 0.06346911191940308, + 0.08058445155620575, + 0.045517779886722565, + 0.03925573453307152, + 0.1532651036977768, + 0.06743136048316956, + 0.13433116674423218 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.020576702430844307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot depicts a massive red king crab, its form defined by bold black line art, emphasizing its immense size and power. The creature strikes a dramatic, energetic pose atop a massive, jagged slab of volcanic rock, its fractured, obsidian-like surface gleaming with light. Its fiery red shell, painted in high-contrast shading, carved into deep, stark shadows, is covered in sharp, dagger-like spikes. The crab's long, spiny legs are spread wide, its pointed tips gripping the rock for stability. Its massive claws—one a powerful crusher, the other a razor-sharp pincer—are raised high and extended in defensive formation, poised to strike. The entire scene is imbued with a tense, confrontational atmosphere, capturing a frozen moment of heightened alertness, as the crab's tiny, stalk-like eyes scan its surroundings for unseen enemies.", + "seed": 15272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_9150_seed_15272_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16128615885972977, + "vlm_logprob": -0.16128615885972977, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.16128615885972977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11783505976200104 + ], + "opposite_logprob_tokens": [ + -2.24283504486084 + ], + "logprob_reward": -0.11783505976200104, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11783505976200104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13782986998558044, + 0.10381081700325012, + 0.057167377322912216, + 0.0684172734618187, + 0.14740103483200073, + 0.19994710385799408, + 0.05966336280107498, + 0.11566371470689774, + 0.05891644209623337, + 0.05118299648165703 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.11783505976200104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160837359726429 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160837359726429, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160837359726429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10325594246387482, + 0.16951504349708557, + 0.1169939637184143, + 0.06246332824230194, + 0.04178021475672722, + 0.12946119904518127, + 0.030677249655127525, + 0.1439409703016281, + 0.08309393376111984, + 0.11881820857524872 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.0160837359726429 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576153576374054 + ], + "opposite_logprob_tokens": [ + -0.826153576374054 + ], + "logprob_reward": -0.576153576374054, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576153576374054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11622320115566254, + 0.07844332605600357, + 0.07491675019264221, + 0.04421233758330345, + 0.07200318574905396, + 0.28756648302078247, + 0.031246550381183624, + 0.2242625653743744, + 0.015587999485433102, + 0.055537570267915726 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.576153576374054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0582268126308918, + 0.11625897139310837, + 0.08967176824808121, + 0.0441768504679203, + 0.2157507687807083, + 0.2678817808628082, + 0.014894307591021061, + 0.03459860756993294, + 0.042706817388534546, + 0.11583340167999268 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342827826738358 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.026342827826738358, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342827826738358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10632366687059402, + 0.0849326029419899, + 0.07904019951820374, + 0.045377135276794434, + 0.20031097531318665, + 0.1310165822505951, + 0.08049734681844711, + 0.05689673870801926, + 0.0822489857673645, + 0.13335581123828888 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.026342827826738358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot depicts a massive red king crab, its form defined by bold black line art, emphasizing its immense size and power. The creature strikes a dramatic, energetic pose atop a massive, jagged slab of volcanic rock, its fractured, obsidian-like surface gleaming with light. Its fiery red shell, painted in high-contrast shading, carved into deep, stark shadows, is covered in sharp, dagger-like spikes. The crab's long, spiny legs are spread wide, its pointed tips gripping the rock for stability. Its massive claws—one a powerful crusher, the other a razor-sharp pincer—are raised high and extended in defensive formation, poised to strike. The entire scene is imbued with a tense, confrontational atmosphere, capturing a frozen moment of heightened alertness, as the crab's tiny, stalk-like eyes scan its surroundings for unseen enemies.", + "seed": 15273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_4/index_9150_seed_15273_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05088913105428219, + "vlm_logprob": -0.05088913105428219, + "vlm_yes_no_margin": 3.1499999523162843, + "vlm_token_credit": -0.05088913105428219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025210579857230186 + ], + "opposite_logprob_tokens": [ + -3.7752106189727783 + ], + "logprob_reward": -0.025210579857230186, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025210579857230186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18295475840568542, + 0.08251606673002243, + 0.11340194940567017, + 0.1425686925649643, + 0.0766463354229927, + 0.06961890310049057, + 0.059036221355199814, + 0.15149982273578644, + 0.08633188903331757, + 0.03542536497116089 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.025210579857230186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199127167463303 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.018199127167463303, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018199127167463303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019616961479187, + 0.07009030878543854, + 0.14990836381912231, + 0.15374422073364258, + 0.0733225867152214, + 0.09905938059091568, + 0.05377591401338577, + 0.06688950955867767, + 0.09234385937452316, + 0.03890412673354149 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.018199127167463303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789627879858017 + ], + "opposite_logprob_tokens": [ + -2.578962802886963 + ], + "logprob_reward": -0.0789627879858017, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789627879858017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20702555775642395, + 0.04993749409914017, + 0.1828194558620453, + 0.14906570315361023, + 0.06831381469964981, + 0.047991469502449036, + 0.021675292402505875, + 0.04748193919658661, + 0.1871158927679062, + 0.03857334703207016 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0789627879858017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902277797460556 + ], + "opposite_logprob_tokens": [ + -2.4640228748321533 + ], + "logprob_reward": -0.08902277797460556, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902277797460556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18680450320243835, + 0.0998866856098175, + 0.10545141994953156, + 0.05282985046505928, + 0.046442911028862, + 0.12042126804590225, + 0.026452789083123207, + 0.09832997620105743, + 0.2165534496307373, + 0.046827130019664764 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.08902277797460556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive red king crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by bold black line art with high-contrast shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned atop a massive, jagged slab of volcanic rock with an obsidian-like surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's claws raised high and extended in a defensive formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle, static shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043050382286310196 + ], + "opposite_logprob_tokens": [ + -3.1680502891540527 + ], + "logprob_reward": -0.043050382286310196, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043050382286310196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08074398338794708, + 0.046957824379205704, + 0.13788406550884247, + 0.07024121284484863, + 0.04388051852583885, + 0.07991611212491989, + 0.059566937386989594, + 0.042063694447278976, + 0.3854336738586426, + 0.0533120259642601 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.043050382286310196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_tensor([8392, 8392])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_tensor([8392, 8392])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7dc2be660962178fb3a10ea2338a584bce6c0980 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_tensor([8392, 8392])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot, shot from a slightly upward angle, with an almost imperceptible slow push-in, gradually approaches a man in intense agony. He wears a charcoal-gray, crew-neck cotton T-shirt, his collar and temples soaked with sweat, causing his short, dark brown hair to stick to his forehead. He raises his hands in despair, pressing the heels of his palms against his temples, his fingers splayed out, digging deep into his hair, as if attempting to physically stifle the invisible torment raging in his mind. His eyes are tightly closed, his eyelids trembling slightly from the effort, and his brows are knitted into a painful knot, creating deep vertical lines between them. A single, warm-toned desk light from the right side of the frame casts a stark contrast of light and dark on his face, highlighting the tense jawline and the ridges of muscle in his cheeks from clenching his teeth. The background is a dim and blurry interior, with only the vague outline of the out-of-focus bookshelf able to be discerned. The entire scene is shrouded in a repressive, tense and extremely private atmosphere, conveying an indescribable physical or psychological pain.", + "seed": 26473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_8392_seed_26473_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1146230660378933, + "vlm_logprob": -0.1146230660378933, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1146230660378933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06417529284954071 + ], + "opposite_logprob_tokens": [ + -2.8141753673553467 + ], + "logprob_reward": -0.06417529284954071, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06417529284954071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31100842356681824, + 0.06858403235673904, + 0.021886441856622696, + 0.030086003243923187, + 0.10701242089271545, + 0.09628111124038696, + 0.015089308843016624, + 0.24113105237483978, + 0.09138625860214233, + 0.01753496564924717 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.06417529284954071 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25226813554763794 + ], + "opposite_logprob_tokens": [ + -1.5022680759429932 + ], + "logprob_reward": -0.25226813554763794, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25226813554763794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3572825491428375, + 0.04755891487002373, + 0.05539478361606598, + 0.02264515683054924, + 0.11727020889520645, + 0.03794015198945999, + 0.031667985022068024, + 0.1590609848499298, + 0.0774138867855072, + 0.09376537054777145 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.25226813554763794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753239780664444 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753239780664444, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753239780664444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2670559883117676, + 0.026669176295399666, + 0.0243674386292696, + 0.026185043156147003, + 0.15499494969844818, + 0.06502287834882736, + 0.11572623997926712, + 0.14674684405326843, + 0.13014166057109833, + 0.04308982193470001 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.006753239780664444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989851534366608 + ], + "opposite_logprob_tokens": [ + -1.8048985004425049 + ], + "logprob_reward": -0.17989851534366608, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989851534366608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32957538962364197, + 0.0644548311829567, + 0.11157044023275375, + 0.03971359133720398, + 0.04419618099927902, + 0.035757891833782196, + 0.24382087588310242, + 0.07570444792509079, + 0.026389602571725845, + 0.028816668316721916 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.17989851534366608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700201466679573 + ], + "opposite_logprob_tokens": [ + -2.6950201988220215 + ], + "logprob_reward": -0.0700201466679573, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700201466679573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12698666751384735, + 0.1312299519777298, + 0.056012410670518875, + 0.034446485340595245, + 0.3644026219844818, + 0.043168384581804276, + 0.05418751388788223, + 0.05692829191684723, + 0.02712984010577202, + 0.10550786554813385 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0700201466679573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a slightly upward angle, with an almost imperceptible slow push-in, gradually approaches a man in intense agony. He wears a charcoal-gray, crew-neck cotton T-shirt, his collar and temples soaked with sweat, causing his short, dark brown hair to stick to his forehead. He raises his hands in despair, pressing the heels of his palms against his temples, his fingers splayed out, digging deep into his hair, as if attempting to physically stifle the invisible torment raging in his mind. His eyes are tightly closed, his eyelids trembling slightly from the effort, and his brows are knitted into a painful knot, creating deep vertical lines between them. A single, warm-toned desk light from the right side of the frame casts a stark contrast of light and dark on his face, highlighting the tense jawline and the ridges of muscle in his cheeks from clenching his teeth. The background is a dim and blurry interior, with only the vague outline of the out-of-focus bookshelf able to be discerned. The entire scene is shrouded in a repressive, tense and extremely private atmosphere, conveying an indescribable physical or psychological pain.", + "seed": 26474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_8392_seed_26474_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05676560439169407, + "vlm_logprob": -0.05676560439169407, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.05676560439169407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00806976854801178 + ], + "opposite_logprob_tokens": [ + -5.25806999206543 + ], + "logprob_reward": -0.00806976854801178, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00806976854801178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3499888777732849, + 0.0808342918753624, + 0.13669006526470184, + 0.08201303333044052, + 0.05065781623125076, + 0.11888597905635834, + 0.05861186236143112, + 0.04580044746398926, + 0.049109041690826416, + 0.02740858867764473 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00806976854801178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711691856384277 + ], + "opposite_logprob_tokens": [ + -2.1271169185638428 + ], + "logprob_reward": -0.12711691856384277, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711691856384277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.613030731678009, + 0.09620815515518188, + 0.037786439061164856, + 0.010446107015013695, + 0.02753366529941559, + 0.09023609757423401, + 0.014113644137978554, + 0.01566331647336483, + 0.07934299856424332, + 0.015638859942555428 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.12711691856384277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18513953685760498, + 0.23268823325634003, + 0.08003607392311096, + 0.13680297136306763, + 0.1515578031539917, + 0.04272318258881569, + 0.04484536871314049, + 0.03814593330025673, + 0.05036863312125206, + 0.03769230097532272 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005269566550850868 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306705296039581 + ], + "opposite_logprob_tokens": [ + -3.16806697845459 + ], + "logprob_reward": -0.04306705296039581, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306705296039581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1941472440958023, + 0.04514431208372116, + 0.03250821679830551, + 0.09229576587677002, + 0.21283748745918274, + 0.1676844358444214, + 0.03931259363889694, + 0.02206711284816265, + 0.1775444895029068, + 0.016458334401249886 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.04306705296039581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030471533536911 + ], + "opposite_logprob_tokens": [ + -2.35030460357666 + ], + "logprob_reward": -0.10030471533536911, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030471533536911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21440355479717255, + 0.15944698452949524, + 0.10020710527896881, + 0.10604022443294525, + 0.13405084609985352, + 0.08333619683980942, + 0.09431028366088867, + 0.031162848696112633, + 0.03671155869960785, + 0.04033041372895241 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.10030471533536911 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a slightly upward angle, with an almost imperceptible slow push-in, gradually approaches a man in intense agony. He wears a charcoal-gray, crew-neck cotton T-shirt, his collar and temples soaked with sweat, causing his short, dark brown hair to stick to his forehead. He raises his hands in despair, pressing the heels of his palms against his temples, his fingers splayed out, digging deep into his hair, as if attempting to physically stifle the invisible torment raging in his mind. His eyes are tightly closed, his eyelids trembling slightly from the effort, and his brows are knitted into a painful knot, creating deep vertical lines between them. A single, warm-toned desk light from the right side of the frame casts a stark contrast of light and dark on his face, highlighting the tense jawline and the ridges of muscle in his cheeks from clenching his teeth. The background is a dim and blurry interior, with only the vague outline of the out-of-focus bookshelf able to be discerned. The entire scene is shrouded in a repressive, tense and extremely private atmosphere, conveying an indescribable physical or psychological pain.", + "seed": 26475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_8392_seed_26475_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.044317851401865484, + "vlm_logprob": -0.044317851401865484, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.044317851401865484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004656661301851273 + ], + "opposite_logprob_tokens": [ + -6.879656791687012 + ], + "logprob_reward": -0.004656661301851273, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.004656661301851273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20446893572807312, + 0.10005033016204834, + 0.05874340608716011, + 0.18500357866287231, + 0.07376409322023392, + 0.10324278473854065, + 0.06423988193273544, + 0.09806757420301437, + 0.04829812049865723, + 0.06412123143672943 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.004656661301851273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310907423496246 + ], + "opposite_logprob_tokens": [ + -3.168109178543091 + ], + "logprob_reward": -0.04310907423496246, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310907423496246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.267375648021698, + 0.18503724038600922, + 0.023032505065202713, + 0.37120741605758667, + 0.05461803451180458, + 0.011817407794296741, + 0.02853737212717533, + 0.03217287361621857, + 0.00768278306350112, + 0.01851864904165268 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.04310907423496246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652695454657078 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652695454657078, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652695454657078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19125942885875702, + 0.19087915122509003, + 0.09194944053888321, + 0.09602717310190201, + 0.05174703523516655, + 0.07089854031801224, + 0.12514644861221313, + 0.03870055451989174, + 0.044523924589157104, + 0.09886828064918518 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008652695454657078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706778943538666 + ], + "opposite_logprob_tokens": [ + -2.127067804336548 + ], + "logprob_reward": -0.12706778943538666, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706778943538666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06951835006475449, + 0.14192482829093933, + 0.08864232152700424, + 0.1051163375377655, + 0.07326742261648178, + 0.13873538374900818, + 0.2222566157579422, + 0.07380563765764236, + 0.020231908187270164, + 0.0665012001991272 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.12706778943538666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810303658246994 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810303658246994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810303658246994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16642875969409943, + 0.14326924085617065, + 0.219917431473732, + 0.0790025070309639, + 0.15436288714408875, + 0.03724493086338043, + 0.09198078513145447, + 0.02996998466551304, + 0.010798165574669838, + 0.06702529639005661 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.03810303658246994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a slightly upward angle, with an almost imperceptible slow push-in, gradually approaches a man in intense agony. He wears a charcoal-gray, crew-neck cotton T-shirt, his collar and temples soaked with sweat, causing his short, dark brown hair to stick to his forehead. He raises his hands in despair, pressing the heels of his palms against his temples, his fingers splayed out, digging deep into his hair, as if attempting to physically stifle the invisible torment raging in his mind. His eyes are tightly closed, his eyelids trembling slightly from the effort, and his brows are knitted into a painful knot, creating deep vertical lines between them. A single, warm-toned desk light from the right side of the frame casts a stark contrast of light and dark on his face, highlighting the tense jawline and the ridges of muscle in his cheeks from clenching his teeth. The background is a dim and blurry interior, with only the vague outline of the out-of-focus bookshelf able to be discerned. The entire scene is shrouded in a repressive, tense and extremely private atmosphere, conveying an indescribable physical or psychological pain.", + "seed": 26476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_5/index_8392_seed_26476_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08131649419665336, + "vlm_logprob": -0.08131649419665336, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.08131649419665336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019253628328442574 + ], + "opposite_logprob_tokens": [ + -4.144253730773926 + ], + "logprob_reward": -0.019253628328442574, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019253628328442574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11609971523284912, + 0.1534682959318161, + 0.0663280040025711, + 0.08751648664474487, + 0.2567231059074402, + 0.05493999645113945, + 0.05175628513097763, + 0.06677348911762238, + 0.023361828178167343, + 0.1230328306555748 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.019253628328442574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127160906791687 + ], + "opposite_logprob_tokens": [ + -2.1271610260009766 + ], + "logprob_reward": -0.127160906791687, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127160906791687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4448571503162384, + 0.11994888633489609, + 0.03781198337674141, + 0.033101122826337814, + 0.23109295964241028, + 0.021030446514487267, + 0.024910826236009598, + 0.0483260340988636, + 0.011273905634880066, + 0.02764665149152279 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.127160906791687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018212588503956795 + ], + "opposite_logprob_tokens": [ + -4.018212795257568 + ], + "logprob_reward": -0.018212588503956795, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018212588503956795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21060538291931152, + 0.13950861990451813, + 0.09668098390102386, + 0.04627763852477074, + 0.062082383781671524, + 0.11352130770683289, + 0.06684070825576782, + 0.13711953163146973, + 0.06261751800775528, + 0.06474590301513672 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018212588503956795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990370094776154 + ], + "opposite_logprob_tokens": [ + -1.8049037456512451 + ], + "logprob_reward": -0.17990370094776154, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990370094776154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3283874988555908, + 0.0807190015912056, + 0.08785460889339447, + 0.0878734365105629, + 0.145359605550766, + 0.06624302268028259, + 0.040627673268318176, + 0.05542809143662453, + 0.05245284363627434, + 0.0550541989505291 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.17990370094776154 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a charcoal-gray, crew-neck cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man raising his hands with palms pressed against his temples and fingers splayed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a warm-toned desk light visible on the right side of the frame casting strong contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an almost imperceptible slow push-in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062051646411418915 + ], + "opposite_logprob_tokens": [ + -2.81205153465271 + ], + "logprob_reward": -0.062051646411418915, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062051646411418915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2987769544124603, + 0.030052829533815384, + 0.03340716287493706, + 0.06137263774871826, + 0.05399211123585701, + 0.13969597220420837, + 0.02706633135676384, + 0.09227605909109116, + 0.18415683507919312, + 0.07920310646295547 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.062051646411418915 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_tensor([9439, 9439])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_tensor([9439, 9439])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..69bce63ce3d42419d959ba7ad44d25249bbba492 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_tensor([9439, 9439])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic low-angle tracking shot follows a heavy main battle tank as it hurtles forward at breakneck speed across a muddy, war-torn battlefield. The tank's hull, covered in dark olive green and brown camouflage, is covered in scratches and aged stains, its turret pointed steadily forward. Beneath gloomy, low-hanging gray clouds, a cold, diffuse light accentuates the icy texture of the metal and the wet sheen of the ground. Its broad, heavy metal tracks churn frantically, each bite fiercely into the slippery earth, sending chunks of sticky, dark brown mud and broken grass high into the air. These chunks arc through the air before slamming back down to the ground or splattering against the tank's rear, creating a spectacular, chaotic wave of mud. The distant skyline is outlined by sparse, charred trees and a hazy cloud of gunpowder. The entire scene is imbued with a sense of raw power, tense dynamics, and a cold, tense atmosphere of war.", + "seed": 31597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_9439_seed_31597_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029859389015473425, + "vlm_logprob": -0.029859389015473425, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.029859389015473425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09249561280012131 + ], + "opposite_logprob_tokens": [ + -2.4674956798553467 + ], + "logprob_reward": -0.09249561280012131, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09249561280012131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2066357135772705, + 0.12018979340791702, + 0.08425304293632507, + 0.1128159761428833, + 0.057685524225234985, + 0.1457567662000656, + 0.05052679404616356, + 0.024982750415802002, + 0.10141400247812271, + 0.09573965519666672 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.09249561280012131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205096945166588 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.018205096945166588, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205096945166588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11856438219547272, + 0.061933256685733795, + 0.05372197926044464, + 0.03074912540614605, + 0.04844288527965546, + 0.05039858818054199, + 0.05446460470557213, + 0.12067848443984985, + 0.10819655656814575, + 0.35285013914108276 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.018205096945166588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.335499107837677, + 0.18096137046813965, + 0.07095244526863098, + 0.08612819761037827, + 0.039871521294116974, + 0.033834125846624374, + 0.07021430134773254, + 0.05438230559229851, + 0.08216175436973572, + 0.045994848012924194 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001176856574602425 + ], + "opposite_logprob_tokens": [ + -6.751176834106445 + ], + "logprob_reward": -0.001176856574602425, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001176856574602425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3621428906917572, + 0.041044075042009354, + 0.13424919545650482, + 0.04893210157752037, + 0.023045528680086136, + 0.04509004205465317, + 0.02155345305800438, + 0.044714998453855515, + 0.12232307344675064, + 0.1569046825170517 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.001176856574602425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029786288738250732 + ], + "opposite_logprob_tokens": [ + -3.5297863483428955 + ], + "logprob_reward": -0.029786288738250732, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029786288738250732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22281424701213837, + 0.06161407381296158, + 0.11073079705238342, + 0.17952515184879303, + 0.06675893813371658, + 0.09579672664403915, + 0.07200003415346146, + 0.04874591901898384, + 0.07357017695903778, + 0.06844393163919449 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029786288738250732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a heavy main battle tank as it hurtles forward at breakneck speed across a muddy, war-torn battlefield. The tank's hull, covered in dark olive green and brown camouflage, is covered in scratches and aged stains, its turret pointed steadily forward. Beneath gloomy, low-hanging gray clouds, a cold, diffuse light accentuates the icy texture of the metal and the wet sheen of the ground. Its broad, heavy metal tracks churn frantically, each bite fiercely into the slippery earth, sending chunks of sticky, dark brown mud and broken grass high into the air. These chunks arc through the air before slamming back down to the ground or splattering against the tank's rear, creating a spectacular, chaotic wave of mud. The distant skyline is outlined by sparse, charred trees and a hazy cloud of gunpowder. The entire scene is imbued with a sense of raw power, tense dynamics, and a cold, tense atmosphere of war.", + "seed": 31598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_9439_seed_31598_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16695501434151083, + "vlm_logprob": -0.16695501434151083, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.16695501434151083, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.694976806640625 + ], + "opposite_logprob_tokens": [ + -0.694976806640625 + ], + "logprob_reward": -0.694976806640625, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.694976806640625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22626729309558868, + 0.05814186856150627, + 0.07482906430959702, + 0.12244931608438492, + 0.09137517958879471, + 0.2686294913291931, + 0.05596419796347618, + 0.016974391415715218, + 0.025053001940250397, + 0.060316167771816254 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.694976806640625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214104041457176 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014214104041457176, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214104041457176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27188023924827576, + 0.08631648868322372, + 0.07193917781114578, + 0.1793849617242813, + 0.06001057103276253, + 0.11216798424720764, + 0.08809200674295425, + 0.04017030447721481, + 0.02866136096417904, + 0.06137688457965851 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.014214104041457176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204850971698761 + ], + "opposite_logprob_tokens": [ + -2.8120484352111816 + ], + "logprob_reward": -0.06204850971698761, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204850971698761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24154473841190338, + 0.04814939573407173, + 0.11166814714670181, + 0.204594686627388, + 0.05816587060689926, + 0.15431629121303558, + 0.03748242184519768, + 0.024058230221271515, + 0.029694119468331337, + 0.09032603353261948 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.06204850971698761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510670525021851 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510670525021851, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510670525021851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28211143612861633, + 0.1031264141201973, + 0.06746479123830795, + 0.10406340658664703, + 0.06071765348315239, + 0.1243017390370369, + 0.11422529071569443, + 0.018294570967555046, + 0.023325640708208084, + 0.10236907750368118 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.001510670525021851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062024980783462524 + ], + "opposite_logprob_tokens": [ + -2.8120250701904297 + ], + "logprob_reward": -0.062024980783462524, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062024980783462524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14967913925647736, + 0.07117069512605667, + 0.05360347405076027, + 0.23337408900260925, + 0.0765405222773552, + 0.14132727682590485, + 0.05400950089097023, + 0.03162951394915581, + 0.07833749055862427, + 0.11032826453447342 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.062024980783462524 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a heavy main battle tank as it hurtles forward at breakneck speed across a muddy, war-torn battlefield. The tank's hull, covered in dark olive green and brown camouflage, is covered in scratches and aged stains, its turret pointed steadily forward. Beneath gloomy, low-hanging gray clouds, a cold, diffuse light accentuates the icy texture of the metal and the wet sheen of the ground. Its broad, heavy metal tracks churn frantically, each bite fiercely into the slippery earth, sending chunks of sticky, dark brown mud and broken grass high into the air. These chunks arc through the air before slamming back down to the ground or splattering against the tank's rear, creating a spectacular, chaotic wave of mud. The distant skyline is outlined by sparse, charred trees and a hazy cloud of gunpowder. The entire scene is imbued with a sense of raw power, tense dynamics, and a cold, tense atmosphere of war.", + "seed": 31599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_9439_seed_31599_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09621734553948044, + "vlm_logprob": -0.09621734553948044, + "vlm_yes_no_margin": 3.424999988079071, + "vlm_token_credit": -0.09621734553948044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39030247926712036 + ], + "opposite_logprob_tokens": [ + -1.1403024196624756 + ], + "logprob_reward": -0.39030247926712036, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.39030247926712036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13693657517433167, + 0.0660935714840889, + 0.059275828301906586, + 0.045722752809524536, + 0.06692775338888168, + 0.047554582357406616, + 0.08503179252147675, + 0.2444513440132141, + 0.19373977184295654, + 0.05426600202918053 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.39030247926712036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219863340258598 + ], + "opposite_logprob_tokens": [ + -4.264219760894775 + ], + "logprob_reward": -0.014219863340258598, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219863340258598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07389902323484421, + 0.12103355675935745, + 0.10381023585796356, + 0.12175634503364563, + 0.036343950778245926, + 0.07750590890645981, + 0.165012925863266, + 0.08111733198165894, + 0.16630087792873383, + 0.05321995168924332 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.014219863340258598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0758785828948021, + 0.03816037252545357, + 0.05281498655676842, + 0.025431308895349503, + 0.04649452865123749, + 0.02503546141088009, + 0.10623881220817566, + 0.16957619786262512, + 0.4155506491661072, + 0.044819075614213943 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634235519915819 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634235519915819, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634235519915819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18399833142757416, + 0.04700908809900284, + 0.053071312606334686, + 0.09311825782060623, + 0.04330659285187721, + 0.09516089409589767, + 0.07133535295724869, + 0.08511782437562943, + 0.28707563877105713, + 0.04080669954419136 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.004634235519915819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863695055246353 + ], + "opposite_logprob_tokens": [ + -3.0486369132995605 + ], + "logprob_reward": -0.04863695055246353, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863695055246353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06385242938995361, + 0.034819331020116806, + 0.08436749875545502, + 0.096370168030262, + 0.16854612529277802, + 0.04335382208228111, + 0.13562096655368805, + 0.2158614546060562, + 0.09421258419752121, + 0.06299562007188797 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.04863695055246353 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a heavy main battle tank as it hurtles forward at breakneck speed across a muddy, war-torn battlefield. The tank's hull, covered in dark olive green and brown camouflage, is covered in scratches and aged stains, its turret pointed steadily forward. Beneath gloomy, low-hanging gray clouds, a cold, diffuse light accentuates the icy texture of the metal and the wet sheen of the ground. Its broad, heavy metal tracks churn frantically, each bite fiercely into the slippery earth, sending chunks of sticky, dark brown mud and broken grass high into the air. These chunks arc through the air before slamming back down to the ground or splattering against the tank's rear, creating a spectacular, chaotic wave of mud. The distant skyline is outlined by sparse, charred trees and a hazy cloud of gunpowder. The entire scene is imbued with a sense of raw power, tense dynamics, and a cold, tense atmosphere of war.", + "seed": 31600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_6/index_9439_seed_31600_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.092323240917176, + "vlm_logprob": -0.092323240917176, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.092323240917176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38958337903022766 + ], + "opposite_logprob_tokens": [ + -1.1395833492279053 + ], + "logprob_reward": -0.38958337903022766, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38958337903022766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.186263769865036, + 0.1605720818042755, + 0.020053323358297348, + 0.3611859679222107, + 0.03418836370110512, + 0.019201766699552536, + 0.021618787199258804, + 0.12243764847517014, + 0.02970762737095356, + 0.04477062448859215 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.38958337903022766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798170067369938 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798170067369938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798170067369938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09078865498304367, + 0.047244492918252945, + 0.03212074190378189, + 0.34594082832336426, + 0.028159936890006065, + 0.026970285922288895, + 0.0739816278219223, + 0.20280973613262177, + 0.10195425152778625, + 0.05002943426370621 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.009798170067369938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329517900943756 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329517900943756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329517900943756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10799983143806458, + 0.19841007888317108, + 0.011993767693638802, + 0.40009331703186035, + 0.013792172074317932, + 0.0156606063246727, + 0.017525838688015938, + 0.10197189450263977, + 0.0286202784627676, + 0.10393224656581879 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02329517900943756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052507114596664906 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.0052507114596664906, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052507114596664906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07349538058042526, + 0.05905340611934662, + 0.023218967020511627, + 0.6928941607475281, + 0.016481511294841766, + 0.01323172077536583, + 0.009689930826425552, + 0.04359656944870949, + 0.042331431061029434, + 0.02600688487291336 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0052507114596664906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy battle tank moving forward at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's hull covered in dark olive green and brown camouflage with visible scratches and stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the tank's metal tracks churning mud and grass into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a muddy battlefield under gloomy, low-hanging gray clouds with a cold diffuse light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot following the tank?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368876501917839 + ], + "opposite_logprob_tokens": [ + -3.40868878364563 + ], + "logprob_reward": -0.03368876501917839, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368876501917839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08462731540203094, + 0.05461158975958824, + 0.022675104439258575, + 0.4546128511428833, + 0.06237710267305374, + 0.023848222568631172, + 0.046350643038749695, + 0.06458033621311188, + 0.08072320371866226, + 0.10559365898370743 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.03368876501917839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_tensor([3917, 3917])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_tensor([3917, 3917])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c1c01a7cc10a4886fa32c337db707c68dd173817 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_tensor([3917, 3917])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot shot, taken from a level angle, captures a moment of tranquility and warmth on a warm afternoon. In a quiet room within an ancient Taoist temple, an elderly Taoist priest, his hair and beard white, sits cross-legged on a thick, woven cattail mat. He wears a plain, washed-out, indigo robe. A beam of warm, golden sunlight slants in through a nearby carved wooden window, illuminating the slowly dancing dust particles in the air. The old Taoist's eyes are slightly closed, a serene, contented smile on his age-marked face. His other hand rests naturally on his knee. In his arms, a plump, orange tabby cat curls up in a ball, dozing soundly, its body rising and falling slightly with its even breathing. The old Taoist priest's hand, covered with wrinkles and with distinct knuckles, is stroking the cat from the top of the head all the way down its back in an extremely slow and gentle rhythm. His movements are full of infinite love and compassion. The whole picture presents a kind of secluded tranquility and harmony under the soft light and shadow, full of Zen and the warmth of life.", + "seed": 4018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_3917_seed_4018_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020558628952130675, + "vlm_logprob": -0.020558628952130675, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.020558628952130675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0731557086110115 + ], + "opposite_logprob_tokens": [ + -2.698155641555786 + ], + "logprob_reward": -0.0731557086110115, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0731557086110115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2675344944000244, + 0.11503559350967407, + 0.14203110337257385, + 0.07567065954208374, + 0.08737438172101974, + 0.0841747373342514, + 0.0922413170337677, + 0.027854187414050102, + 0.04146570339798927, + 0.06661780923604965 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0731557086110115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264822859317064 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264822859317064, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264822859317064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26294466853141785, + 0.08701080083847046, + 0.09756772220134735, + 0.07463427633047104, + 0.06488443166017532, + 0.034920867532491684, + 0.13275475800037384, + 0.05639563500881195, + 0.09480832517147064, + 0.09407845884561539 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.005264822859317064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031966085080057383 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031966085080057383, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031966085080057383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1486414223909378, + 0.1054568961262703, + 0.06292734295129776, + 0.0502847321331501, + 0.04400993138551712, + 0.1308322697877884, + 0.12890978157520294, + 0.05257507786154747, + 0.1788141429424286, + 0.09754842519760132 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0031966085080057383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3019710183143616, + 0.16021589934825897, + 0.08806436508893967, + 0.09131762385368347, + 0.07568952441215515, + 0.0461493656039238, + 0.09271959215402603, + 0.04320788383483887, + 0.049867887049913406, + 0.05079679936170578 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532645836472511 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532645836472511, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532645836472511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17332199215888977, + 0.09930279850959778, + 0.04105710983276367, + 0.05567115545272827, + 0.05997582525014877, + 0.13753049075603485, + 0.23432788252830505, + 0.03414914757013321, + 0.03736744076013565, + 0.12729616463184357 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.012532645836472511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, captures a moment of tranquility and warmth on a warm afternoon. In a quiet room within an ancient Taoist temple, an elderly Taoist priest, his hair and beard white, sits cross-legged on a thick, woven cattail mat. He wears a plain, washed-out, indigo robe. A beam of warm, golden sunlight slants in through a nearby carved wooden window, illuminating the slowly dancing dust particles in the air. The old Taoist's eyes are slightly closed, a serene, contented smile on his age-marked face. His other hand rests naturally on his knee. In his arms, a plump, orange tabby cat curls up in a ball, dozing soundly, its body rising and falling slightly with its even breathing. The old Taoist priest's hand, covered with wrinkles and with distinct knuckles, is stroking the cat from the top of the head all the way down its back in an extremely slow and gentle rhythm. His movements are full of infinite love and compassion. The whole picture presents a kind of secluded tranquility and harmony under the soft light and shadow, full of Zen and the warmth of life.", + "seed": 4019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_3917_seed_4019_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057609952567145226, + "vlm_logprob": -0.057609952567145226, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.057609952567145226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25732412934303284 + ], + "opposite_logprob_tokens": [ + -1.5073240995407104 + ], + "logprob_reward": -0.25732412934303284, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25732412934303284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40133988857269287, + 0.4497223496437073, + 0.03569295257329941, + 0.008432883769273758, + 0.019029097631573677, + 0.04263605177402496, + 0.01802949793636799, + 0.006841703783720732, + 0.005947482772171497, + 0.012328054755926132 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.25732412934303284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807024151086807 + ], + "opposite_logprob_tokens": [ + -4.634807109832764 + ], + "logprob_reward": -0.009807024151086807, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807024151086807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42015713453292847, + 0.3055427670478821, + 0.09121882170438766, + 0.04062343388795853, + 0.05527891963720322, + 0.035996079444885254, + 0.012883550487458706, + 0.013206993229687214, + 0.011027365922927856, + 0.014064991846680641 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009807024151086807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002492894185706973 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.002492894185706973, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002492894185706973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16319775581359863, + 0.6723712682723999, + 0.047271303832530975, + 0.036262258887290955, + 0.04926694557070732, + 0.009918389841914177, + 0.007169922813773155, + 0.0032235574908554554, + 0.0038259795401245356, + 0.007492695935070515 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.002492894185706973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647613227367401 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647613227367401, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647613227367401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09762226790189743, + 0.3076969385147095, + 0.0810774639248848, + 0.047838423401117325, + 0.26424211263656616, + 0.05620747059583664, + 0.08961706608533859, + 0.027998974546790123, + 0.01430091354995966, + 0.013398444280028343 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008647613227367401 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778101928532124 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009778101928532124, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778101928532124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26258623600006104, + 0.5535619258880615, + 0.013966860249638557, + 0.01240737084299326, + 0.05179506912827492, + 0.04425980895757675, + 0.012096467427909374, + 0.01338459737598896, + 0.023768842220306396, + 0.012172861024737358 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.009778101928532124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, captures a moment of tranquility and warmth on a warm afternoon. In a quiet room within an ancient Taoist temple, an elderly Taoist priest, his hair and beard white, sits cross-legged on a thick, woven cattail mat. He wears a plain, washed-out, indigo robe. A beam of warm, golden sunlight slants in through a nearby carved wooden window, illuminating the slowly dancing dust particles in the air. The old Taoist's eyes are slightly closed, a serene, contented smile on his age-marked face. His other hand rests naturally on his knee. In his arms, a plump, orange tabby cat curls up in a ball, dozing soundly, its body rising and falling slightly with its even breathing. The old Taoist priest's hand, covered with wrinkles and with distinct knuckles, is stroking the cat from the top of the head all the way down its back in an extremely slow and gentle rhythm. His movements are full of infinite love and compassion. The whole picture presents a kind of secluded tranquility and harmony under the soft light and shadow, full of Zen and the warmth of life.", + "seed": 4020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_3917_seed_4020_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03822354045696556, + "vlm_logprob": -0.03822354045696556, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.03822354045696556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1652551293373108 + ], + "opposite_logprob_tokens": [ + -1.915255069732666 + ], + "logprob_reward": -0.1652551293373108, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1652551293373108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8598270416259766, + 0.03596916049718857, + 0.023200808092951775, + 0.016179243102669716, + 0.0028135653119534254, + 0.004137713927775621, + 0.019600078463554382, + 0.025182366371154785, + 0.004889537114650011, + 0.00820040050894022 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.1652551293373108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007656868547201157 + ], + "opposite_logprob_tokens": [ + -4.882657051086426 + ], + "logprob_reward": -0.007656868547201157, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007656868547201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.823991060256958, + 0.031902868300676346, + 0.04414871335029602, + 0.02303832769393921, + 0.02716347761452198, + 0.0072290836833417416, + 0.01708010956645012, + 0.00814785249531269, + 0.005947598721832037, + 0.011350894346833229 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007656868547201157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028247239533811808 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028247239533811808, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028247239533811808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6899328231811523, + 0.09469488263130188, + 0.023287342861294746, + 0.012677098624408245, + 0.03947768360376358, + 0.0060229916125535965, + 0.09645640850067139, + 0.017779920250177383, + 0.004809351172298193, + 0.01486145332455635 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0028247239533811808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674376729875803 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.00674376729875803, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674376729875803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5241133570671082, + 0.053447358310222626, + 0.07053408026695251, + 0.08105940371751785, + 0.04365235194563866, + 0.01041420642286539, + 0.10030240565538406, + 0.03803533688187599, + 0.00890928041189909, + 0.06953220069408417 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.00674376729875803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6628010869026184, + 0.056503020226955414, + 0.03550302982330322, + 0.03256833180785179, + 0.02377261035144329, + 0.013388163410127163, + 0.1403806209564209, + 0.005588981322944164, + 0.011563587933778763, + 0.01793060265481472 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.00863721314817667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, captures a moment of tranquility and warmth on a warm afternoon. In a quiet room within an ancient Taoist temple, an elderly Taoist priest, his hair and beard white, sits cross-legged on a thick, woven cattail mat. He wears a plain, washed-out, indigo robe. A beam of warm, golden sunlight slants in through a nearby carved wooden window, illuminating the slowly dancing dust particles in the air. The old Taoist's eyes are slightly closed, a serene, contented smile on his age-marked face. His other hand rests naturally on his knee. In his arms, a plump, orange tabby cat curls up in a ball, dozing soundly, its body rising and falling slightly with its even breathing. The old Taoist priest's hand, covered with wrinkles and with distinct knuckles, is stroking the cat from the top of the head all the way down its back in an extremely slow and gentle rhythm. His movements are full of infinite love and compassion. The whole picture presents a kind of secluded tranquility and harmony under the soft light and shadow, full of Zen and the warmth of life.", + "seed": 4021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_7/index_3917_seed_4021_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045604321034625174, + "vlm_logprob": -0.045604321034625174, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.045604321034625174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13049019873142242 + ], + "opposite_logprob_tokens": [ + -2.130490303039551 + ], + "logprob_reward": -0.13049019873142242, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13049019873142242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334080696105957, + 0.7347097992897034, + 0.012236971408128738, + 0.013452512212097645, + 0.015358969569206238, + 0.014931620098650455, + 0.008715331554412842, + 0.011158322915434837, + 0.032657478004693985, + 0.023370886221528053 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.13049019873142242 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558897957205772 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.012558897957205772, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558897957205772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.108856201171875, + 0.6300090551376343, + 0.07786480337381363, + 0.028495533391833305, + 0.01842677593231201, + 0.0127177145332098, + 0.012250036001205444, + 0.03955382481217384, + 0.036630820482969284, + 0.03519531339406967 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012558897957205772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282317865639925 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.00282317865639925, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282317865639925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03816470131278038, + 0.6720480918884277, + 0.11924419552087784, + 0.03282052278518677, + 0.018808042630553246, + 0.05808962881565094, + 0.014262673445045948, + 0.008416951633989811, + 0.01606520637869835, + 0.022079909220337868 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.00282317865639925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0809512510895729, + 0.6210159659385681, + 0.07631342113018036, + 0.023243360221385956, + 0.05500132218003273, + 0.09835709631443024, + 0.012102660723030567, + 0.006088158581405878, + 0.013627699576318264, + 0.013299002312123775 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a quiet room of an ancient Taoist temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly Taoist priest with white hair and beard sitting cross-legged on a thick woven cattail mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the priest wearing a plain, washed-out indigo robe while stroking a plump orange tabby cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a beam of warm golden sunlight slanting through a carved wooden window to illuminate dancing dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, and taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895474135875702 + ], + "opposite_logprob_tokens": [ + -2.5789546966552734 + ], + "logprob_reward": -0.07895474135875702, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895474135875702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14850808680057526, + 0.23599649965763092, + 0.16430886089801788, + 0.030458293855190277, + 0.027814198285341263, + 0.11022242158651352, + 0.04503709450364113, + 0.05594645068049431, + 0.11270822584629059, + 0.06899987161159515 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.07895474135875702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_tensor([9559, 9559])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_tensor([9559, 9559])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2646ca7ec046f7f74699975c3014cdf53e6294db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_tensor([9559, 9559])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a two-wheeled bronze chariot, pulled by four majestic black horses, galloping across a vast, dusty battlefield. Atop the chariot sits a majestic, middle-aged emperor, poised as a rock. He wears an ancient imperial crown with dangling beads and a heavy, deep-black silk dragon robe, delicately embroidered with dazzling gold thread, depicting five-clawed golden dragons with bared fangs and distinct scales. The wide cuffs dance wildly in the wind. His face is stern, his gaze piercing, as he gazes straight ahead. One hand firmly grips the rough leather reins, steadying the neighing steed, while the other rests on the hilt of the ancient sword at his waist. The chariot itself is covered in ancient cloud-thunder patterns and deep battle scars, its bronze gleaming in the setting sun, a dark, cold luster. The chariot's massive wheels whirred at high speed, stirring up a cloud of yellow sand along with the horses' hooves, almost obscuring the silhouettes of the clashing armies and the burning beacon fires in the distance. The setting sun's golden afterglow pierced the dust, tinging the entire scene with a warm and tragic hue, outlining the emperor's resolute profile and the shimmering golden threads of his dragon robe. The entire scene was imbued with a sense of epic power and unstoppable royal momentum, creating a solemn and tense atmosphere.", + "seed": 1308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_9559_seed_1308_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.158713848516345, + "vlm_logprob": -0.158713848516345, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.158713848516345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2624536454677582 + ], + "opposite_logprob_tokens": [ + -1.6374536752700806 + ], + "logprob_reward": -0.2624536454677582, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2624536454677582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17205387353897095, + 0.0847538560628891, + 0.07355719059705734, + 0.11668150871992111, + 0.16789110004901886, + 0.11037448048591614, + 0.04716772586107254, + 0.06589546799659729, + 0.03895917534828186, + 0.12266562879085541 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.2624536454677582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428941011428833 + ], + "opposite_logprob_tokens": [ + -1.053941011428833 + ], + "logprob_reward": -0.428941011428833, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428941011428833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23645330965518951, + 0.15814825892448425, + 0.09840521961450577, + 0.17811541259288788, + 0.05293716490268707, + 0.06749608367681503, + 0.02698308229446411, + 0.05407717451453209, + 0.032157160341739655, + 0.09522721916437149 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.428941011428833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003092765808105 + ], + "opposite_logprob_tokens": [ + -2.695030927658081 + ], + "logprob_reward": -0.07003092765808105, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003092765808105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3243253827095032, + 0.08250122517347336, + 0.14558345079421997, + 0.13894830644130707, + 0.04307836294174194, + 0.053982626646757126, + 0.05458162724971771, + 0.03464579954743385, + 0.03471294045448303, + 0.08764024078845978 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07003092765808105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3474450707435608, + 0.11757776141166687, + 0.07821791619062424, + 0.06725996732711792, + 0.07818867266178131, + 0.08543216437101364, + 0.03404281660914421, + 0.03950822725892067, + 0.07328412681818008, + 0.07904323935508728 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606660895049572 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606660895049572, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606660895049572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15230406820774078, + 0.08406051993370056, + 0.03729645907878876, + 0.04936095327138901, + 0.05028191953897476, + 0.19827759265899658, + 0.06554815918207169, + 0.17686869204044342, + 0.11605676263570786, + 0.06994491815567017 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.01606660895049572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a two-wheeled bronze chariot, pulled by four majestic black horses, galloping across a vast, dusty battlefield. Atop the chariot sits a majestic, middle-aged emperor, poised as a rock. He wears an ancient imperial crown with dangling beads and a heavy, deep-black silk dragon robe, delicately embroidered with dazzling gold thread, depicting five-clawed golden dragons with bared fangs and distinct scales. The wide cuffs dance wildly in the wind. His face is stern, his gaze piercing, as he gazes straight ahead. One hand firmly grips the rough leather reins, steadying the neighing steed, while the other rests on the hilt of the ancient sword at his waist. The chariot itself is covered in ancient cloud-thunder patterns and deep battle scars, its bronze gleaming in the setting sun, a dark, cold luster. The chariot's massive wheels whirred at high speed, stirring up a cloud of yellow sand along with the horses' hooves, almost obscuring the silhouettes of the clashing armies and the burning beacon fires in the distance. The setting sun's golden afterglow pierced the dust, tinging the entire scene with a warm and tragic hue, outlining the emperor's resolute profile and the shimmering golden threads of his dragon robe. The entire scene was imbued with a sense of epic power and unstoppable royal momentum, creating a solemn and tense atmosphere.", + "seed": 1309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_9559_seed_1309_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12240751143544912, + "vlm_logprob": -0.12240751143544912, + "vlm_yes_no_margin": 2.924999952316284, + "vlm_token_credit": -0.12240751143544912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2929548919200897 + ], + "opposite_logprob_tokens": [ + -1.667954921722412 + ], + "logprob_reward": -0.2929548919200897, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2929548919200897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12086823582649231, + 0.3261542022228241, + 0.04618625342845917, + 0.051107920706272125, + 0.046969279646873474, + 0.05805934593081474, + 0.10745740681886673, + 0.03594297915697098, + 0.12046924233436584, + 0.08678510040044785 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.2929548919200897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561785578727722 + ], + "opposite_logprob_tokens": [ + -1.6006178855895996 + ], + "logprob_reward": -0.22561785578727722, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561785578727722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1929403394460678, + 0.14508263766765594, + 0.06878001242876053, + 0.03895081952214241, + 0.027443118393421173, + 0.03848880156874657, + 0.10990388691425323, + 0.12717095017433167, + 0.18636737763881683, + 0.06487203389406204 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.22561785578727722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002626359462738 + ], + "opposite_logprob_tokens": [ + -2.695026159286499 + ], + "logprob_reward": -0.07002626359462738, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002626359462738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20251359045505524, + 0.3805695176124573, + 0.05619429051876068, + 0.04363347962498665, + 0.044243548065423965, + 0.03433321788907051, + 0.04324626177549362, + 0.02426641248166561, + 0.08742139488458633, + 0.08357831835746765 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07002626359462738 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11164505779743195, + 0.2397335171699524, + 0.07141420245170593, + 0.07067761570215225, + 0.05615639314055443, + 0.03255844861268997, + 0.14038687944412231, + 0.14380425214767456, + 0.07862414419651031, + 0.05499952659010887 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182972446084023 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182972446084023, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182972446084023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14230960607528687, + 0.14345039427280426, + 0.037829287350177765, + 0.053817085921764374, + 0.047121793031692505, + 0.04275434836745262, + 0.08899927884340286, + 0.07728813588619232, + 0.04206690564751625, + 0.324363112449646 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018182972446084023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a two-wheeled bronze chariot, pulled by four majestic black horses, galloping across a vast, dusty battlefield. Atop the chariot sits a majestic, middle-aged emperor, poised as a rock. He wears an ancient imperial crown with dangling beads and a heavy, deep-black silk dragon robe, delicately embroidered with dazzling gold thread, depicting five-clawed golden dragons with bared fangs and distinct scales. The wide cuffs dance wildly in the wind. His face is stern, his gaze piercing, as he gazes straight ahead. One hand firmly grips the rough leather reins, steadying the neighing steed, while the other rests on the hilt of the ancient sword at his waist. The chariot itself is covered in ancient cloud-thunder patterns and deep battle scars, its bronze gleaming in the setting sun, a dark, cold luster. The chariot's massive wheels whirred at high speed, stirring up a cloud of yellow sand along with the horses' hooves, almost obscuring the silhouettes of the clashing armies and the burning beacon fires in the distance. The setting sun's golden afterglow pierced the dust, tinging the entire scene with a warm and tragic hue, outlining the emperor's resolute profile and the shimmering golden threads of his dragon robe. The entire scene was imbued with a sense of epic power and unstoppable royal momentum, creating a solemn and tense atmosphere.", + "seed": 1310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_9559_seed_1310_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2319102281704545, + "vlm_logprob": -0.2319102281704545, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.2319102281704545, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11962965875864029 + ], + "opposite_logprob_tokens": [ + -2.3696296215057373 + ], + "logprob_reward": -0.11962965875864029, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11962965875864029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21030095219612122, + 0.03931288421154022, + 0.06083155423402786, + 0.10789482295513153, + 0.04155587777495384, + 0.09789448976516724, + 0.054954271763563156, + 0.04677555710077286, + 0.26281866431236267, + 0.0776609256863594 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.11962965875864029 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983631134033203 + ], + "opposite_logprob_tokens": [ + -0.5233631134033203 + ], + "logprob_reward": -0.8983631134033203, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983631134033203, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16494198143482208, + 0.062259841710329056, + 0.1983117163181305, + 0.12652233242988586, + 0.04429202154278755, + 0.23050494492053986, + 0.0284698735922575, + 0.0296624805778265, + 0.07390029728412628, + 0.041134484112262726 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.8983631134033203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294267326593399 + ], + "opposite_logprob_tokens": [ + -2.237942695617676 + ], + "logprob_reward": -0.11294267326593399, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294267326593399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12945157289505005, + 0.060966163873672485, + 0.0727446973323822, + 0.16055403649806976, + 0.05352894961833954, + 0.07388512790203094, + 0.049740687012672424, + 0.05392031744122505, + 0.2621712386608124, + 0.08303714543581009 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.11294267326593399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078105196356773 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078105196356773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078105196356773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10456789284944534, + 0.18578936159610748, + 0.3101564645767212, + 0.09867486357688904, + 0.037343837320804596, + 0.056642405688762665, + 0.06521874666213989, + 0.043262992054224014, + 0.06000170856714249, + 0.038341786712408066 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.016078105196356773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35461851954460144, + 0.047085486352443695, + 0.08799131959676743, + 0.05158863589167595, + 0.057676978409290314, + 0.14977297186851501, + 0.02565116435289383, + 0.06604494899511337, + 0.06445623934268951, + 0.09511372447013855 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.012537590228021145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a two-wheeled bronze chariot, pulled by four majestic black horses, galloping across a vast, dusty battlefield. Atop the chariot sits a majestic, middle-aged emperor, poised as a rock. He wears an ancient imperial crown with dangling beads and a heavy, deep-black silk dragon robe, delicately embroidered with dazzling gold thread, depicting five-clawed golden dragons with bared fangs and distinct scales. The wide cuffs dance wildly in the wind. His face is stern, his gaze piercing, as he gazes straight ahead. One hand firmly grips the rough leather reins, steadying the neighing steed, while the other rests on the hilt of the ancient sword at his waist. The chariot itself is covered in ancient cloud-thunder patterns and deep battle scars, its bronze gleaming in the setting sun, a dark, cold luster. The chariot's massive wheels whirred at high speed, stirring up a cloud of yellow sand along with the horses' hooves, almost obscuring the silhouettes of the clashing armies and the burning beacon fires in the distance. The setting sun's golden afterglow pierced the dust, tinging the entire scene with a warm and tragic hue, outlining the emperor's resolute profile and the shimmering golden threads of his dragon robe. The entire scene was imbued with a sense of epic power and unstoppable royal momentum, creating a solemn and tense atmosphere.", + "seed": 1311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_8/index_9559_seed_1311_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2792384929955006, + "vlm_logprob": -0.2792384929955006, + "vlm_yes_no_margin": 1.824999988079071, + "vlm_token_credit": -0.2792384929955006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5656021237373352 + ], + "opposite_logprob_tokens": [ + -1.0656020641326904 + ], + "logprob_reward": -0.5656021237373352, + "yes_no_margin_reward": 0.4999999403953552, + "token_credit_reward": -0.5656021237373352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13849352300167084, + 0.17521697282791138, + 0.0329497866332531, + 0.05528581514954567, + 0.09980231523513794, + 0.11407361924648285, + 0.045859236270189285, + 0.22065381705760956, + 0.06670090556144714, + 0.050964049994945526 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.5656021237373352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328468322753906 + ], + "opposite_logprob_tokens": [ + -0.7578468322753906 + ], + "logprob_reward": -0.6328468322753906, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328468322753906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161182701587677, + 0.22427783906459808, + 0.01873280480504036, + 0.034297097474336624, + 0.06537660211324692, + 0.045889031141996384, + 0.04923413321375847, + 0.24561625719070435, + 0.11862406879663467, + 0.03676944598555565 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.6328468322753906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129632219672203 + ], + "opposite_logprob_tokens": [ + -2.2379631996154785 + ], + "logprob_reward": -0.1129632219672203, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129632219672203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11835505813360214, + 0.47995734214782715, + 0.05646304041147232, + 0.029582157731056213, + 0.05323747918009758, + 0.04745970293879509, + 0.04647291079163551, + 0.07543933391571045, + 0.056997817009687424, + 0.03603513538837433 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.1129632219672203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497652664780617 + ], + "opposite_logprob_tokens": [ + -2.929976463317871 + ], + "logprob_reward": -0.05497652664780617, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497652664780617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336129903793335, + 0.23418886959552765, + 0.045698534697294235, + 0.044286470860242844, + 0.2074350267648697, + 0.04559481889009476, + 0.06564785540103912, + 0.09854216873645782, + 0.054940298199653625, + 0.07005298882722855 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.05497652664780617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following a two-wheeled bronze chariot pulled by four black horses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged emperor wearing a deep-black silk dragon robe with gold embroidery visible atop the chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot covered in ancient cloud-thunder patterns and battle scars while stirring up a cloud of yellow sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun that tings the environment with a warm golden afterglow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980376034975052 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.02980376034975052, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980376034975052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11500199884176254, + 0.08686010539531708, + 0.052472881972789764, + 0.04004143178462982, + 0.09911460429430008, + 0.13507580757141113, + 0.14948108792304993, + 0.02870769426226616, + 0.06369929015636444, + 0.22954504191875458 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.02980376034975052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_tensor([2887, 2887])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_tensor([2887, 2887])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..986bb76c16337400030280441a85c304edc29f53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_tensor([2887, 2887])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, high-speed tracking shot, shot from above, follows a figure as it journeys through a vast expanse of emerald green bamboo. Dazzling golden sunlight streams from deep within the frame, creating a strong backlight effect that cuts the figure of the knight into a near-black silhouette. He wears a loose white silk robe, its long sleeves and sleeves billowing and flowing like clouds as he moves at full speed. His movements are incredibly swift, seemingly weightless, as he breezes past towering bamboos with a fluid, flowing grace. Each touch of his toes, like a dragonfly skimming the water, only slightly bends the tough bamboo tips. The intense light frames his entire form, from his flowing hair to the fluttering hem of his robe, with a distinct, dazzling golden edge, making him appear divine and distinct against the deep green background. Light filters through the gaps between the bamboo leaves, casting a dappled halo across the lens, imbuing the image with the grandeur and artistic atmosphere of a martial arts epic.", + "seed": 10385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_2887_seed_10385_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4014132397249341, + "vlm_logprob": -0.4014132397249341, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.4014132397249341, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5092412233352661 + ], + "opposite_logprob_tokens": [ + -0.2592412233352661 + ], + "logprob_reward": -1.5092412233352661, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5092412233352661, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13015492260456085, + 0.20327235758304596, + 0.06025533750653267, + 0.0466153658926487, + 0.12561196088790894, + 0.056380465626716614, + 0.019036801531910896, + 0.1672927290201187, + 0.15827490389347076, + 0.03310512751340866 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -1.5092412233352661 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638520672917366 + ], + "opposite_logprob_tokens": [ + -3.6513853073120117 + ], + "logprob_reward": -0.02638520672917366, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638520672917366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24994532763957977, + 0.1412430852651596, + 0.10395687818527222, + 0.09412623196840286, + 0.09624696522951126, + 0.05891849100589752, + 0.031089171767234802, + 0.07598869502544403, + 0.08881062269210815, + 0.059674493968486786 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02638520672917366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295023560523987 + ], + "opposite_logprob_tokens": [ + -2.237950325012207 + ], + "logprob_reward": -0.11295023560523987, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295023560523987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06284184008836746, + 0.31848788261413574, + 0.07233531773090363, + 0.08401172608137131, + 0.0880349799990654, + 0.09325435012578964, + 0.04595008119940758, + 0.12511469423770905, + 0.07748784869909286, + 0.03248129412531853 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.11295023560523987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487023413181305 + ], + "opposite_logprob_tokens": [ + -1.223702311515808 + ], + "logprob_reward": -0.3487023413181305, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487023413181305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05160479620099068, + 0.19181495904922485, + 0.0684962123632431, + 0.061217740178108215, + 0.10897261649370193, + 0.1732138991355896, + 0.08447568118572235, + 0.06476946920156479, + 0.10855262726545334, + 0.08688198775053024 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.3487023413181305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10564746707677841, + 0.12148189544677734, + 0.0512852817773819, + 0.08932560682296753, + 0.05070298910140991, + 0.056551944464445114, + 0.12357167154550552, + 0.0943281501531601, + 0.27581480145454407, + 0.03129018843173981 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.00978719163686037 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, high-speed tracking shot, shot from above, follows a figure as it journeys through a vast expanse of emerald green bamboo. Dazzling golden sunlight streams from deep within the frame, creating a strong backlight effect that cuts the figure of the knight into a near-black silhouette. He wears a loose white silk robe, its long sleeves and sleeves billowing and flowing like clouds as he moves at full speed. His movements are incredibly swift, seemingly weightless, as he breezes past towering bamboos with a fluid, flowing grace. Each touch of his toes, like a dragonfly skimming the water, only slightly bends the tough bamboo tips. The intense light frames his entire form, from his flowing hair to the fluttering hem of his robe, with a distinct, dazzling golden edge, making him appear divine and distinct against the deep green background. Light filters through the gaps between the bamboo leaves, casting a dappled halo across the lens, imbuing the image with the grandeur and artistic atmosphere of a martial arts epic.", + "seed": 10386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_2887_seed_10386_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4602925531566143, + "vlm_logprob": -0.4602925531566143, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.4602925531566143, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4120770692825317 + ], + "opposite_logprob_tokens": [ + -0.28707706928253174 + ], + "logprob_reward": -1.4120770692825317, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4120770692825317, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2531110346317291, + 0.11737295985221863, + 0.13211679458618164, + 0.05571481212973595, + 0.13922126591205597, + 0.05318073928356171, + 0.07125308364629745, + 0.06274576485157013, + 0.0662321150302887, + 0.04905139282345772 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.4120770692825317 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016095347702503204 + ], + "opposite_logprob_tokens": [ + -4.141095161437988 + ], + "logprob_reward": -0.016095347702503204, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016095347702503204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22130317986011505, + 0.09165576845407486, + 0.17697331309318542, + 0.08132239431142807, + 0.07485563308000565, + 0.040431909263134, + 0.16196124255657196, + 0.034899841994047165, + 0.037188801914453506, + 0.07940788567066193 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.016095347702503204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904949575662613 + ], + "opposite_logprob_tokens": [ + -2.4640495777130127 + ], + "logprob_reward": -0.08904949575662613, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904949575662613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13265427947044373, + 0.11302999407052994, + 0.19845490157604218, + 0.02862349897623062, + 0.04988287389278412, + 0.022606924176216125, + 0.21804574131965637, + 0.04041650518774986, + 0.13186146318912506, + 0.06442377716302872 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.08904949575662613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757879912853241 + ], + "opposite_logprob_tokens": [ + -0.632879912853241 + ], + "logprob_reward": -0.757879912853241, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757879912853241, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1743520051240921, + 0.05351825803518295, + 0.18128462135791779, + 0.09950724244117737, + 0.0984211191534996, + 0.027043286710977554, + 0.12019596248865128, + 0.11599790304899216, + 0.058972105383872986, + 0.07070748507976532 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.757879912853241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636094018816948 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636094018816948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636094018816948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18266437947750092, + 0.11579332500696182, + 0.10481572896242142, + 0.09294340759515762, + 0.14020396769046783, + 0.05471646040678024, + 0.09562147408723831, + 0.055293869227170944, + 0.09684935957193375, + 0.061098042875528336 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02636094018816948 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dynamic, high-speed tracking shot, shot from above, follows a figure as it journeys through a vast expanse of emerald green bamboo. Dazzling golden sunlight streams from deep within the frame, creating a strong backlight effect that cuts the figure of the knight into a near-black silhouette. He wears a loose white silk robe, its long sleeves and sleeves billowing and flowing like clouds as he moves at full speed. His movements are incredibly swift, seemingly weightless, as he breezes past towering bamboos with a fluid, flowing grace. Each touch of his toes, like a dragonfly skimming the water, only slightly bends the tough bamboo tips. The intense light frames his entire form, from his flowing hair to the fluttering hem of his robe, with a distinct, dazzling golden edge, making him appear divine and distinct against the deep green background. Light filters through the gaps between the bamboo leaves, casting a dappled halo across the lens, imbuing the image with the grandeur and artistic atmosphere of a martial arts epic.", + "seed": 10387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_2887_seed_10387_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3341376712545753, + "vlm_logprob": -0.3341376712545753, + "vlm_yes_no_margin": 2.0250000238418577, + "vlm_token_credit": -0.3341376712545753, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9141743183135986 + ], + "opposite_logprob_tokens": [ + -0.5391743183135986 + ], + "logprob_reward": -0.9141743183135986, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9141743183135986, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22389814257621765, + 0.03821524232625961, + 0.3753131926059723, + 0.050196126103401184, + 0.03497405722737312, + 0.08733236789703369, + 0.08005940169095993, + 0.045682962983846664, + 0.023428207263350487, + 0.04090025648474693 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.9141743183135986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834769666194916 + ], + "opposite_logprob_tokens": [ + -3.529834747314453 + ], + "logprob_reward": -0.029834769666194916, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834769666194916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253363937139511, + 0.05823624134063721, + 0.3076738119125366, + 0.11341854184865952, + 0.08255555480718613, + 0.06191743537783623, + 0.06940488517284393, + 0.07629335671663284, + 0.07002267986536026, + 0.03514108061790466 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.029834769666194916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281430840492249 + ], + "opposite_logprob_tokens": [ + -2.0178143978118896 + ], + "logprob_reward": -0.14281430840492249, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281430840492249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12230981141328812, + 0.03981180861592293, + 0.3818611800670624, + 0.05985649302601814, + 0.07375603169202805, + 0.1948375701904297, + 0.05769555643200874, + 0.019698675721883774, + 0.016355466097593307, + 0.0338173471391201 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.14281430840492249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762283205986023 + ], + "opposite_logprob_tokens": [ + -0.8262283205986023 + ], + "logprob_reward": -0.5762283205986023, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762283205986023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1098751425743103, + 0.021012935787439346, + 0.4124959707260132, + 0.06210748478770256, + 0.05145425722002983, + 0.1297655552625656, + 0.10364002734422684, + 0.03657681494951248, + 0.0426066629588604, + 0.03046516701579094 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.5762283205986023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04357794672250748, + 0.017035633325576782, + 0.5479472279548645, + 0.07216057926416397, + 0.06496457010507584, + 0.11012419313192368, + 0.05468127503991127, + 0.016738861799240112, + 0.011042564176023006, + 0.061727166175842285 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.007636639289557934 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, high-speed tracking shot, shot from above, follows a figure as it journeys through a vast expanse of emerald green bamboo. Dazzling golden sunlight streams from deep within the frame, creating a strong backlight effect that cuts the figure of the knight into a near-black silhouette. He wears a loose white silk robe, its long sleeves and sleeves billowing and flowing like clouds as he moves at full speed. His movements are incredibly swift, seemingly weightless, as he breezes past towering bamboos with a fluid, flowing grace. Each touch of his toes, like a dragonfly skimming the water, only slightly bends the tough bamboo tips. The intense light frames his entire form, from his flowing hair to the fluttering hem of his robe, with a distinct, dazzling golden edge, making him appear divine and distinct against the deep green background. Light filters through the gaps between the bamboo leaves, casting a dappled halo across the lens, imbuing the image with the grandeur and artistic atmosphere of a martial arts epic.", + "seed": 10388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000104/group_9/index_2887_seed_10388_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2218548852019012, + "vlm_logprob": -0.2218548852019012, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.2218548852019012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6434944868087769 + ], + "opposite_logprob_tokens": [ + -0.7684944868087769 + ], + "logprob_reward": -0.6434944868087769, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6434944868087769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07905742526054382, + 0.22070586681365967, + 0.1312476396560669, + 0.2474198192358017, + 0.07220607995986938, + 0.027096861973404884, + 0.08160004764795303, + 0.07674720883369446, + 0.033013083040714264, + 0.03090599924325943 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.6434944868087769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609441079199314 + ], + "opposite_logprob_tokens": [ + -4.141094207763672 + ], + "logprob_reward": -0.01609441079199314, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609441079199314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04042399302124977, + 0.15675091743469238, + 0.043285299092531204, + 0.45485129952430725, + 0.04978556931018829, + 0.06057799980044365, + 0.08965298533439636, + 0.035399872809648514, + 0.02708403207361698, + 0.04218804091215134 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.01609441079199314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054949671030044556 + ], + "opposite_logprob_tokens": [ + -2.9299497604370117 + ], + "logprob_reward": -0.054949671030044556, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054949671030044556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13562723994255066, + 0.10023786872625351, + 0.1873362809419632, + 0.04557168483734131, + 0.037560462951660156, + 0.030796168372035027, + 0.22085413336753845, + 0.11276207119226456, + 0.053745850920677185, + 0.07550821453332901 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.054949671030044556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710466027259827 + ], + "opposite_logprob_tokens": [ + -1.1371046304702759 + ], + "logprob_reward": -0.38710466027259827, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710466027259827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03232574835419655, + 0.06218612194061279, + 0.27023300528526306, + 0.2529335021972656, + 0.021595897153019905, + 0.034079454839229584, + 0.12989230453968048, + 0.1617964506149292, + 0.01370161585509777, + 0.021255915984511375 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.38710466027259827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above looking down at the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast expanse of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a knight wearing a loose white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure move at full speed with swift, weightless movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight effect creating a near-black silhouette with a dazzling golden edge?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06618952006101608, + 0.12621772289276123, + 0.04089624062180519, + 0.4052812457084656, + 0.02793561853468418, + 0.017254218459129333, + 0.04479363188147545, + 0.22032219171524048, + 0.028437994420528412, + 0.022671598941087723 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.007631197106093168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_tensor([5886, 5886])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_tensor([5886, 5886])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e31870c233965db23f0de6b3aa2ab8e57f82c649 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_tensor([5886, 5886])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld camera, with a subtle, natural shakiness, follows a young man from a slightly lower, level angle as he navigates a narrow Tokyo back alley. The boy has short, shaggy dark brown hair, a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers. The afternoon sun filters through the gaps between buildings and the crisscrossing electrical wires overhead, casting a shifting, interwoven pattern of light and dark on him and the rough concrete walls around him. He stops beside a vintage mint green scooter, scratched and peeling, leaning forward, one leg planted firmly on the damp asphalt, a playful smile on his focused face. He slams the starter with his right foot, but the engine only lets out a weak cough before silencing itself. Undeterred, he grins, and with amusement-filled persistence, he lifts his foot again, ready for another decisive attempt. The whole scene, with its shaky camera and warm lighting, is full of youthful energy and an effortless, casual sense of urban life, creating a relaxed and hopeful leisure atmosphere.", + "seed": 33483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_5886_seed_33483_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16549516674131154, + "vlm_logprob": -0.16549516674131154, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.16549516674131154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38880863785743713 + ], + "opposite_logprob_tokens": [ + -1.1388086080551147 + ], + "logprob_reward": -0.38880863785743713, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38880863785743713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11785896122455597, + 0.048306070268154144, + 0.1784055233001709, + 0.09947218000888824, + 0.20110391080379486, + 0.10840598493814468, + 0.08932605385780334, + 0.03663250803947449, + 0.048696331679821014, + 0.07179252803325653 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.38880863785743713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129569411277771 + ], + "opposite_logprob_tokens": [ + -2.237957000732422 + ], + "logprob_reward": -0.1129569411277771, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129569411277771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16190391778945923, + 0.0480014830827713, + 0.1263883262872696, + 0.10699238628149033, + 0.10331626236438751, + 0.05819370970129967, + 0.10192620754241943, + 0.08077793568372726, + 0.04299256578087807, + 0.1695072501897812 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.1129569411277771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076280031353235245 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.0076280031353235245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076280031353235245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1878228485584259, + 0.15876320004463196, + 0.1365423947572708, + 0.054500263184309006, + 0.09875015914440155, + 0.08581498265266418, + 0.07775475829839706, + 0.060976527631282806, + 0.08461837470531464, + 0.05445650964975357 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0076280031353235245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639693535864353 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639693535864353, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639693535864353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08679892122745514, + 0.09499458223581314, + 0.11175139248371124, + 0.1070207804441452, + 0.16224856674671173, + 0.11330446600914001, + 0.04344305023550987, + 0.11209625005722046, + 0.12406300008296967, + 0.04427896812558174 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.004639693535864353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31344255805015564 + ], + "opposite_logprob_tokens": [ + -1.313442587852478 + ], + "logprob_reward": -0.31344255805015564, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31344255805015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07939696311950684, + 0.08628682047128677, + 0.19658930599689484, + 0.11120526492595673, + 0.10766486823558807, + 0.07862015813589096, + 0.10543032735586166, + 0.09692990779876709, + 0.04118174687027931, + 0.09669462591409683 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.31344255805015564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, with a subtle, natural shakiness, follows a young man from a slightly lower, level angle as he navigates a narrow Tokyo back alley. The boy has short, shaggy dark brown hair, a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers. The afternoon sun filters through the gaps between buildings and the crisscrossing electrical wires overhead, casting a shifting, interwoven pattern of light and dark on him and the rough concrete walls around him. He stops beside a vintage mint green scooter, scratched and peeling, leaning forward, one leg planted firmly on the damp asphalt, a playful smile on his focused face. He slams the starter with his right foot, but the engine only lets out a weak cough before silencing itself. Undeterred, he grins, and with amusement-filled persistence, he lifts his foot again, ready for another decisive attempt. The whole scene, with its shaky camera and warm lighting, is full of youthful energy and an effortless, casual sense of urban life, creating a relaxed and hopeful leisure atmosphere.", + "seed": 33484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_5886_seed_33484_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3019371936097741, + "vlm_logprob": -0.3019371936097741, + "vlm_yes_no_margin": 2.0499999940395357, + "vlm_token_credit": -0.3019371936097741, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.695050835609436 + ], + "opposite_logprob_tokens": [ + -0.695050835609436 + ], + "logprob_reward": -0.695050835609436, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.695050835609436, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2179235965013504, + 0.11638171225786209, + 0.26903679966926575, + 0.07040383666753769, + 0.11118064820766449, + 0.03803401440382004, + 0.037060268223285675, + 0.044994670897722244, + 0.04084330052137375, + 0.05414111912250519 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.695050835609436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743390381336212 + ], + "opposite_logprob_tokens": [ + -0.9743390083312988 + ], + "logprob_reward": -0.4743390381336212, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4743390381336212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4463730752468109, + 0.10799290984869003, + 0.15218473970890045, + 0.08735732734203339, + 0.03083769790828228, + 0.02829143777489662, + 0.05653679743409157, + 0.04944897070527077, + 0.022277027368545532, + 0.018700065091252327 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.4743390381336212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23288780450820923, + 0.27268561720848083, + 0.11425624042749405, + 0.08304129540920258, + 0.060530614107847214, + 0.05621857941150665, + 0.08628998696804047, + 0.04199061170220375, + 0.032435961067676544, + 0.019663266837596893 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29034289717674255, + 0.12038928270339966, + 0.25031277537345886, + 0.08210689574480057, + 0.07371243834495544, + 0.04276885464787483, + 0.043074943125247955, + 0.05162084847688675, + 0.02464226633310318, + 0.021028751507401466 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313457190990448 + ], + "opposite_logprob_tokens": [ + -1.3134572505950928 + ], + "logprob_reward": -0.313457190990448, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313457190990448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27487319707870483, + 0.2309626340866089, + 0.10625243186950684, + 0.06313885748386383, + 0.04035289213061333, + 0.04690878465771675, + 0.08462729305028915, + 0.06862644106149673, + 0.041360992938280106, + 0.04289646074175835 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.313457190990448 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, with a subtle, natural shakiness, follows a young man from a slightly lower, level angle as he navigates a narrow Tokyo back alley. The boy has short, shaggy dark brown hair, a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers. The afternoon sun filters through the gaps between buildings and the crisscrossing electrical wires overhead, casting a shifting, interwoven pattern of light and dark on him and the rough concrete walls around him. He stops beside a vintage mint green scooter, scratched and peeling, leaning forward, one leg planted firmly on the damp asphalt, a playful smile on his focused face. He slams the starter with his right foot, but the engine only lets out a weak cough before silencing itself. Undeterred, he grins, and with amusement-filled persistence, he lifts his foot again, ready for another decisive attempt. The whole scene, with its shaky camera and warm lighting, is full of youthful energy and an effortless, casual sense of urban life, creating a relaxed and hopeful leisure atmosphere.", + "seed": 33485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_5886_seed_33485_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1471483463421464, + "vlm_logprob": -0.1471483463421464, + "vlm_yes_no_margin": 2.650000011920929, + "vlm_token_credit": -0.1471483463421464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2552014887332916 + ], + "opposite_logprob_tokens": [ + -1.5052014589309692 + ], + "logprob_reward": -0.2552014887332916, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2552014887332916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10201797634363174, + 0.059882596135139465, + 0.06032254919409752, + 0.07784774154424667, + 0.33163943886756897, + 0.12157808989286423, + 0.036287821829319, + 0.056578103452920914, + 0.08291494101285934, + 0.07093074917793274 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.2552014887332916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003183051943779 + ], + "opposite_logprob_tokens": [ + -2.350318193435669 + ], + "logprob_reward": -0.1003183051943779, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003183051943779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0937483087182045, + 0.05949413776397705, + 0.05263461172580719, + 0.03535620868206024, + 0.22190360724925995, + 0.20011815428733826, + 0.07226256281137466, + 0.11605246365070343, + 0.02802218124270439, + 0.12040774524211884 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.1003183051943779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741216167807579, + 0.1853494793176651, + 0.2288619726896286, + 0.055245622992515564, + 0.061175838112831116, + 0.056399740278720856, + 0.04058437794446945, + 0.05006253719329834, + 0.1931421160697937, + 0.05505666136741638 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.026348866522312164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052548618987202644 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.0052548618987202644, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052548618987202644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06427372246980667, + 0.03170851245522499, + 0.08581308275461197, + 0.02315089851617813, + 0.4104710519313812, + 0.06662163883447647, + 0.1809837967157364, + 0.04780835658311844, + 0.048080381006002426, + 0.0410885326564312 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.0052548618987202644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861820936203003 + ], + "opposite_logprob_tokens": [ + -1.2236182689666748 + ], + "logprob_reward": -0.34861820936203003, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34861820936203003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09736594557762146, + 0.054063789546489716, + 0.14145304262638092, + 0.04822813719511032, + 0.1520191729068756, + 0.07268711924552917, + 0.08436057716608047, + 0.06007443740963936, + 0.20054447650909424, + 0.08920326083898544 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.34861820936203003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld camera, with a subtle, natural shakiness, follows a young man from a slightly lower, level angle as he navigates a narrow Tokyo back alley. The boy has short, shaggy dark brown hair, a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers. The afternoon sun filters through the gaps between buildings and the crisscrossing electrical wires overhead, casting a shifting, interwoven pattern of light and dark on him and the rough concrete walls around him. He stops beside a vintage mint green scooter, scratched and peeling, leaning forward, one leg planted firmly on the damp asphalt, a playful smile on his focused face. He slams the starter with his right foot, but the engine only lets out a weak cough before silencing itself. Undeterred, he grins, and with amusement-filled persistence, he lifts his foot again, ready for another decisive attempt. The whole scene, with its shaky camera and warm lighting, is full of youthful energy and an effortless, casual sense of urban life, creating a relaxed and hopeful leisure atmosphere.", + "seed": 33486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_0/index_5886_seed_33486_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15687679518014191, + "vlm_logprob": -0.15687679518014191, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.15687679518014191, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.350694864988327 + ], + "opposite_logprob_tokens": [ + -1.2256948947906494 + ], + "logprob_reward": -0.350694864988327, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.350694864988327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24970923364162445, + 0.0946929007768631, + 0.10170583426952362, + 0.03504243865609169, + 0.06455188244581223, + 0.06206255406141281, + 0.1403895616531372, + 0.042050108313560486, + 0.06690122932195663, + 0.14289425313472748 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.350694864988327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296301335096359 + ], + "opposite_logprob_tokens": [ + -2.2379629611968994 + ], + "logprob_reward": -0.11296301335096359, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296301335096359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3026932179927826, + 0.11807767301797867, + 0.1462913453578949, + 0.041549038141965866, + 0.0446687713265419, + 0.028840146958827972, + 0.1930544227361679, + 0.06306061893701553, + 0.018324941396713257, + 0.04343987628817558 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.11296301335096359 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3522058129310608, + 0.0807672068476677, + 0.05989489704370499, + 0.07525581121444702, + 0.06659790128469467, + 0.03760840371251106, + 0.16086120903491974, + 0.07481394708156586, + 0.048680566251277924, + 0.043314166367053986 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004093957599252462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31280654668807983, + 0.08410735428333282, + 0.04299217462539673, + 0.07334744930267334, + 0.10560482740402222, + 0.07017917186021805, + 0.1273193061351776, + 0.06153983622789383, + 0.050213344395160675, + 0.07188989967107773 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld with a subtle, natural shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short, shaggy dark brown hair wearing a loose-fitting gray hoodie, faded jeans, and scuffed white sneakers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow Tokyo back alley with crisscrossing electrical wires overhead and rough concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vintage mint green scooter that is scratched and peeling, positioned next to the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slam the scooter starter with his right foot, resulting in a weak cough before the engine silences?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343767046928406 + ], + "opposite_logprob_tokens": [ + -1.3134377002716064 + ], + "logprob_reward": -0.31343767046928406, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343767046928406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2002297043800354, + 0.14383403956890106, + 0.13059215247631073, + 0.09323760867118835, + 0.09181689471006393, + 0.04933444410562515, + 0.12716205418109894, + 0.05597260594367981, + 0.03483465313911438, + 0.07298583537340164 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.31343767046928406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_tensor([9467, 9467])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_tensor([9467, 9467])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cbec240b347ae0972720073861f3dbb558b249c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_tensor([9467, 9467])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from eye level, the camera remains perfectly still, focused precisely on a row of glass jelly jars on a supermarket shelf. Under bright, even fluorescent light, the cylindrical jars gleam with a clean sheen, their translucent jelly contents shimmering in jewel-like hues—bright ruby red, vibrant sunshine orange, deep grape purple, and vibrant lime green. Neatly arranged on the pristine white metal shelf, the shelf suddenly experiences a gentle, low-frequency vibration, causing the entire row of jars to tremble in an amusing manner. Rather than violently shaking, they jiggle in a steady, springy motion, while the jelly contents within seem to come alive, dancing, swaying, and swaying in a slightly delayed, comical rhythm. The glass jars clink with subtle, crisp sounds, and light dances across their swaying surfaces, creating dynamic highlights. The entire image exudes a wondrous and playful atmosphere, as if these inanimate objects, amidst an otherwise mundane scene, have been imbued with a fleeting, joyful vitality.", + "seed": 12197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_9467_seed_12197_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.41074258107692, + "vlm_logprob": -0.41074258107692, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.41074258107692, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019295139238238335 + ], + "opposite_logprob_tokens": [ + -4.1442952156066895 + ], + "logprob_reward": -0.019295139238238335, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019295139238238335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06786628067493439, + 0.1579628586769104, + 0.577589750289917, + 0.027324113994836807, + 0.05144926905632019, + 0.03340727463364601, + 0.016254955902695656, + 0.011032343842089176, + 0.03229183331131935, + 0.02482132613658905 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.019295139238238335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103753566741943 + ], + "opposite_logprob_tokens": [ + -0.1603754162788391 + ], + "logprob_reward": -1.9103753566741943, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103753566741943, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.036940500140190125, + 0.05830535665154457, + 0.7751337885856628, + 0.039586879312992096, + 0.01062949188053608, + 0.010390403680503368, + 0.007114695385098457, + 0.004106179811060429, + 0.017340892925858498, + 0.0404517836868763 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -1.9103753566741943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871416091918945 + ], + "opposite_logprob_tokens": [ + -3.0487141609191895 + ], + "logprob_reward": -0.04871416091918945, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871416091918945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14516028761863708, + 0.1489943116903305, + 0.4222847819328308, + 0.04299147054553032, + 0.0318743996322155, + 0.037389807403087616, + 0.02991948090493679, + 0.01613742671906948, + 0.04366602003574371, + 0.0815819725394249 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04871416091918945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270752124488354 + ], + "opposite_logprob_tokens": [ + -5.255270957946777 + ], + "logprob_reward": -0.005270752124488354, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270752124488354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05024042725563049, + 0.15122383832931519, + 0.5856541395187378, + 0.027614900842308998, + 0.03515399992465973, + 0.029113465920090675, + 0.01240574847906828, + 0.030799375846982002, + 0.018348313868045807, + 0.05944574251770973 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.005270752124488354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005749642848969 + ], + "opposite_logprob_tokens": [ + -2.6950573921203613 + ], + "logprob_reward": -0.07005749642848969, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005749642848969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21521811187267303, + 0.09218350797891617, + 0.3300744295120239, + 0.06795556098222733, + 0.04503927379846573, + 0.030025964602828026, + 0.021889615803956985, + 0.05242769420146942, + 0.08013053983449936, + 0.065055251121521 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07005749642848969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from eye level, the camera remains perfectly still, focused precisely on a row of glass jelly jars on a supermarket shelf. Under bright, even fluorescent light, the cylindrical jars gleam with a clean sheen, their translucent jelly contents shimmering in jewel-like hues—bright ruby red, vibrant sunshine orange, deep grape purple, and vibrant lime green. Neatly arranged on the pristine white metal shelf, the shelf suddenly experiences a gentle, low-frequency vibration, causing the entire row of jars to tremble in an amusing manner. Rather than violently shaking, they jiggle in a steady, springy motion, while the jelly contents within seem to come alive, dancing, swaying, and swaying in a slightly delayed, comical rhythm. The glass jars clink with subtle, crisp sounds, and light dances across their swaying surfaces, creating dynamic highlights. The entire image exudes a wondrous and playful atmosphere, as if these inanimate objects, amidst an otherwise mundane scene, have been imbued with a fleeting, joyful vitality.", + "seed": 12198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_9467_seed_12198_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18949180068448185, + "vlm_logprob": -0.18949180068448185, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.18949180068448185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04036054015159607 + ], + "opposite_logprob_tokens": [ + -3.415360450744629 + ], + "logprob_reward": -0.04036054015159607, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04036054015159607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25410565733909607, + 0.10760316252708435, + 0.030266065150499344, + 0.10815764963626862, + 0.03989209234714508, + 0.2298438996076584, + 0.06739760935306549, + 0.014878785237669945, + 0.11503931134939194, + 0.032815758138895035 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.04036054015159607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262003064155579 + ], + "opposite_logprob_tokens": [ + -0.5762003064155579 + ], + "logprob_reward": -0.8262003064155579, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262003064155579, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16215217113494873, + 0.05004480108618736, + 0.09023779630661011, + 0.10594513267278671, + 0.06161728873848915, + 0.269713819026947, + 0.05296461284160614, + 0.07373212277889252, + 0.052726101130247116, + 0.08086615055799484 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.8262003064155579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719539642333984 + ], + "opposite_logprob_tokens": [ + -3.408719539642334 + ], + "logprob_reward": -0.033719539642333984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719539642333984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19865693151950836, + 0.12357529252767563, + 0.05339697375893593, + 0.2693670690059662, + 0.04638495296239853, + 0.04600667208433151, + 0.05127568915486336, + 0.05224504694342613, + 0.11201474815607071, + 0.047076597809791565 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.033719539642333984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004106423351913691 + ], + "opposite_logprob_tokens": [ + -5.504106521606445 + ], + "logprob_reward": -0.004106423351913691, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004106423351913691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266109198331833, + 0.1473965346813202, + 0.033821772783994675, + 0.1323523074388504, + 0.07654358446598053, + 0.35761329531669617, + 0.038654718548059464, + 0.026646342128515244, + 0.03234809264540672, + 0.028012434020638466 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.004106423351913691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307219386100769 + ], + "opposite_logprob_tokens": [ + -3.16807222366333 + ], + "logprob_reward": -0.04307219386100769, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307219386100769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1758270412683487, + 0.08023814857006073, + 0.025446660816669464, + 0.19916774332523346, + 0.09205202758312225, + 0.11703207343816757, + 0.11105974018573761, + 0.043801434338092804, + 0.1120622381567955, + 0.04331289231777191 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.04307219386100769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from eye level, the camera remains perfectly still, focused precisely on a row of glass jelly jars on a supermarket shelf. Under bright, even fluorescent light, the cylindrical jars gleam with a clean sheen, their translucent jelly contents shimmering in jewel-like hues—bright ruby red, vibrant sunshine orange, deep grape purple, and vibrant lime green. Neatly arranged on the pristine white metal shelf, the shelf suddenly experiences a gentle, low-frequency vibration, causing the entire row of jars to tremble in an amusing manner. Rather than violently shaking, they jiggle in a steady, springy motion, while the jelly contents within seem to come alive, dancing, swaying, and swaying in a slightly delayed, comical rhythm. The glass jars clink with subtle, crisp sounds, and light dances across their swaying surfaces, creating dynamic highlights. The entire image exudes a wondrous and playful atmosphere, as if these inanimate objects, amidst an otherwise mundane scene, have been imbued with a fleeting, joyful vitality.", + "seed": 12199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_9467_seed_12199_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20196745740249752, + "vlm_logprob": -0.20196745740249752, + "vlm_yes_no_margin": 3.0249999523162843, + "vlm_token_credit": -0.20196745740249752, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04340304061770439 + ], + "opposite_logprob_tokens": [ + -3.418403148651123 + ], + "logprob_reward": -0.04340304061770439, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04340304061770439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.190831258893013, + 0.11852676421403885, + 0.06827882677316666, + 0.03726651519536972, + 0.17837759852409363, + 0.07870779186487198, + 0.1353950947523117, + 0.07831180840730667, + 0.030083872377872467, + 0.0842205137014389 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.04340304061770439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983850479125977 + ], + "opposite_logprob_tokens": [ + -0.5233850479125977 + ], + "logprob_reward": -0.8983850479125977, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983850479125977, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11960279196500778, + 0.09131105244159698, + 0.0879562646150589, + 0.06599919497966766, + 0.14860208332538605, + 0.08816882967948914, + 0.041086018085479736, + 0.155713751912117, + 0.10800694674253464, + 0.09355311840772629 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.8983850479125977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820673607289791 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820673607289791, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820673607289791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22757738828659058, + 0.06831447035074234, + 0.038246411830186844, + 0.03626061975955963, + 0.07825683802366257, + 0.06976265460252762, + 0.27231594920158386, + 0.058147527277469635, + 0.09725791215896606, + 0.053860291838645935 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.01820673607289791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753713358193636 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006753713358193636, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753713358193636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37477347254753113, + 0.08373093605041504, + 0.09047948569059372, + 0.017563076689839363, + 0.19950051605701447, + 0.08241155743598938, + 0.09608840197324753, + 0.014947276562452316, + 0.02670585922896862, + 0.01379938144236803 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006753713358193636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043088749051094055 + ], + "opposite_logprob_tokens": [ + -3.168088674545288 + ], + "logprob_reward": -0.043088749051094055, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043088749051094055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06688613444566727, + 0.06462175399065018, + 0.03761599212884903, + 0.021056687459349632, + 0.13567666709423065, + 0.03333447128534317, + 0.15249578654766083, + 0.2163739651441574, + 0.22367748618125916, + 0.048261016607284546 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.043088749051094055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from eye level, the camera remains perfectly still, focused precisely on a row of glass jelly jars on a supermarket shelf. Under bright, even fluorescent light, the cylindrical jars gleam with a clean sheen, their translucent jelly contents shimmering in jewel-like hues—bright ruby red, vibrant sunshine orange, deep grape purple, and vibrant lime green. Neatly arranged on the pristine white metal shelf, the shelf suddenly experiences a gentle, low-frequency vibration, causing the entire row of jars to tremble in an amusing manner. Rather than violently shaking, they jiggle in a steady, springy motion, while the jelly contents within seem to come alive, dancing, swaying, and swaying in a slightly delayed, comical rhythm. The glass jars clink with subtle, crisp sounds, and light dances across their swaying surfaces, creating dynamic highlights. The entire image exudes a wondrous and playful atmosphere, as if these inanimate objects, amidst an otherwise mundane scene, have been imbued with a fleeting, joyful vitality.", + "seed": 12200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_13/index_9467_seed_12200_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3128176905214787, + "vlm_logprob": -0.3128176905214787, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.3128176905214787, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036542102694511414 + ], + "opposite_logprob_tokens": [ + -3.4115421772003174 + ], + "logprob_reward": -0.036542102694511414, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036542102694511414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24898560345172882, + 0.2145788073539734, + 0.057563308626413345, + 0.030790159478783607, + 0.11094127595424652, + 0.049021556973457336, + 0.08593745529651642, + 0.052318181842565536, + 0.04895664006471634, + 0.10090705752372742 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.036542102694511414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063400030136108 + ], + "opposite_logprob_tokens": [ + -0.28133997321128845 + ], + "logprob_reward": -1.4063400030136108, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063400030136108, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18882989883422852, + 0.38096123933792114, + 0.03461369499564171, + 0.08553904294967651, + 0.09837882965803146, + 0.028672678396105766, + 0.0303939376026392, + 0.02724337764084339, + 0.08366469293832779, + 0.041702620685100555 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -1.4063400030136108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210777536034584 + ], + "opposite_logprob_tokens": [ + -2.812107801437378 + ], + "logprob_reward": -0.06210777536034584, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210777536034584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.283797025680542, + 0.1667790710926056, + 0.07522523403167725, + 0.04435074329376221, + 0.14806802570819855, + 0.022542065009474754, + 0.027003295719623566, + 0.05116494372487068, + 0.04120515659451485, + 0.13986444473266602 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06210777536034584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041097477078437805 + ], + "opposite_logprob_tokens": [ + -5.504109859466553 + ], + "logprob_reward": -0.0041097477078437805, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041097477078437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21293377876281738, + 0.185441255569458, + 0.08102747052907944, + 0.07805007696151733, + 0.030644861981272697, + 0.019583839923143387, + 0.018438206985592842, + 0.019266201183199883, + 0.02095182240009308, + 0.3336624801158905 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0041097477078437805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a row of glass jelly jars on a supermarket shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still at eye level without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the jars illuminated by bright, even fluorescent light showing a clean sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jars contain translucent jelly in ruby red, orange, purple, and lime green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jars and their contents jiggle in a steady, springy, comical motion due to a gentle shelf vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498882383108139 + ], + "opposite_logprob_tokens": [ + -2.9299888610839844 + ], + "logprob_reward": -0.05498882383108139, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498882383108139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16597436368465424, + 0.22503657639026642, + 0.11006073653697968, + 0.035705696791410446, + 0.10193520039319992, + 0.03530146926641464, + 0.05968419834971428, + 0.10542862117290497, + 0.09626735746860504, + 0.06460580974817276 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.05498882383108139 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_tensor([501, 501])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_tensor([501, 501])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ffaee34accb28645f0c18f9dc012708a6046cb67 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_tensor([501, 501])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a remarkably steady first-person perspective, the camera pans in a slow, smooth clockwise orbit, circling an old-fashioned rattan chair, resting in the center of a vast, empty room. A beam of warm afternoon sunlight slants in from an off-screen window, casting a soft golden halo around the chair's outline and long, sharply defined shadows across the polished wooden floor. Airborne dust particles are clearly visible in the beam. As the camera pans, light flows over every surface of the rattan chair, vividly highlighting its age-worn texture with hyper-realistic rendering. Some of the rattan strips on the back are worn and broken, revealing their coarse fibers. The armrests, once sleek and glossy from years of wear, have lost their original varnish, revealing a lighter wood tone beneath. A fine layer of dust accumulates in the seams of the seat's weaving, visible in the light. The whole picture presents an extreme realism style. The texture of the rattan and the grain of the wood seem to be within reach, creating a quiet, nostalgic and highly contemplative atmosphere.", + "seed": 19687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_501_seed_19687_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21593670602887868, + "vlm_logprob": -0.21593670602887868, + "vlm_yes_no_margin": 2.824999988079071, + "vlm_token_credit": -0.21593670602887868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4034646153450012 + ], + "opposite_logprob_tokens": [ + -1.1534645557403564 + ], + "logprob_reward": -0.4034646153450012, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.4034646153450012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04606620594859123, + 0.10923601686954498, + 0.041144195944070816, + 0.044614922255277634, + 0.26008370518684387, + 0.11358761787414551, + 0.12185101956129074, + 0.1657763570547104, + 0.057955700904130936, + 0.0396842435002327 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.4034646153450012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011124846525490284 + ], + "opposite_logprob_tokens": [ + -4.511124610900879 + ], + "logprob_reward": -0.011124846525490284, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011124846525490284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05713377147912979, + 0.10830159485340118, + 0.08223801851272583, + 0.06461139023303986, + 0.14407476782798767, + 0.02687511034309864, + 0.06176774948835373, + 0.20651979744434357, + 0.20502854883670807, + 0.04344925284385681 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.011124846525490284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954977124929428 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954977124929428, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954977124929428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04142973572015762, + 0.012112009339034557, + 0.018275953829288483, + 0.03156613931059837, + 0.20367328822612762, + 0.031704381108284, + 0.11560112982988358, + 0.4827459454536438, + 0.034575045108795166, + 0.02831638790667057 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.005954977124929428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635710872709751 + ], + "opposite_logprob_tokens": [ + -3.6513571739196777 + ], + "logprob_reward": -0.02635710872709751, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635710872709751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05312101170420647, + 0.03612615913152695, + 0.06122981011867523, + 0.0649474635720253, + 0.09203149378299713, + 0.08169800043106079, + 0.20666788518428802, + 0.2757253348827362, + 0.07240822911262512, + 0.05604460462927818 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.02635710872709751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632781982421875 + ], + "opposite_logprob_tokens": [ + -0.757781982421875 + ], + "logprob_reward": -0.632781982421875, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632781982421875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058083973824977875, + 0.0453810878098011, + 0.027911841869354248, + 0.030131537467241287, + 0.20752888917922974, + 0.07208825647830963, + 0.03345637023448944, + 0.4227224290370941, + 0.0408514030277729, + 0.06184428557753563 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.632781982421875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a remarkably steady first-person perspective, the camera pans in a slow, smooth clockwise orbit, circling an old-fashioned rattan chair, resting in the center of a vast, empty room. A beam of warm afternoon sunlight slants in from an off-screen window, casting a soft golden halo around the chair's outline and long, sharply defined shadows across the polished wooden floor. Airborne dust particles are clearly visible in the beam. As the camera pans, light flows over every surface of the rattan chair, vividly highlighting its age-worn texture with hyper-realistic rendering. Some of the rattan strips on the back are worn and broken, revealing their coarse fibers. The armrests, once sleek and glossy from years of wear, have lost their original varnish, revealing a lighter wood tone beneath. A fine layer of dust accumulates in the seams of the seat's weaving, visible in the light. The whole picture presents an extreme realism style. The texture of the rattan and the grain of the wood seem to be within reach, creating a quiet, nostalgic and highly contemplative atmosphere.", + "seed": 19688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_501_seed_19688_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18194449404254556, + "vlm_logprob": -0.18194449404254556, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.18194449404254556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.293287992477417 + ], + "opposite_logprob_tokens": [ + -1.418287992477417 + ], + "logprob_reward": -0.293287992477417, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.293287992477417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1648530215024948, + 0.056570570915937424, + 0.049709830433130264, + 0.09344086796045303, + 0.09217066317796707, + 0.05035463720560074, + 0.14781416952610016, + 0.2037481963634491, + 0.0538363978266716, + 0.08750171214342117 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.293287992477417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008675976656377316 + ], + "opposite_logprob_tokens": [ + -4.758676052093506 + ], + "logprob_reward": -0.008675976656377316, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008675976656377316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17668548226356506, + 0.10173119604587555, + 0.025630073621869087, + 0.10876196622848511, + 0.11773622781038284, + 0.048734501004219055, + 0.13767389953136444, + 0.11643369495868683, + 0.09751322865486145, + 0.0690997764468193 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.008675976656377316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526150269433856 + ], + "opposite_logprob_tokens": [ + -5.255261421203613 + ], + "logprob_reward": -0.00526150269433856, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526150269433856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11014513671398163, + 0.15459595620632172, + 0.16128605604171753, + 0.03394533693790436, + 0.024847552180290222, + 0.023036343976855278, + 0.4016779661178589, + 0.058570344001054764, + 0.014383324421942234, + 0.01751195639371872 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.00526150269433856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356296613812447 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356296613812447, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356296613812447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14057941734790802, + 0.05545644834637642, + 0.04410625249147415, + 0.051920194178819656, + 0.048345938324928284, + 0.04660169035196304, + 0.27003294229507446, + 0.14937461912631989, + 0.04432303458452225, + 0.14925947785377502 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.026356296613812447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761407017707825 + ], + "opposite_logprob_tokens": [ + -0.8261407017707825 + ], + "logprob_reward": -0.5761407017707825, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761407017707825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07787571847438812, + 0.0973726138472557, + 0.030648725107312202, + 0.051547352224588394, + 0.047194622457027435, + 0.024838462471961975, + 0.3702909052371979, + 0.13294923305511475, + 0.12511871755123138, + 0.04216362163424492 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.5761407017707825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a remarkably steady first-person perspective, the camera pans in a slow, smooth clockwise orbit, circling an old-fashioned rattan chair, resting in the center of a vast, empty room. A beam of warm afternoon sunlight slants in from an off-screen window, casting a soft golden halo around the chair's outline and long, sharply defined shadows across the polished wooden floor. Airborne dust particles are clearly visible in the beam. As the camera pans, light flows over every surface of the rattan chair, vividly highlighting its age-worn texture with hyper-realistic rendering. Some of the rattan strips on the back are worn and broken, revealing their coarse fibers. The armrests, once sleek and glossy from years of wear, have lost their original varnish, revealing a lighter wood tone beneath. A fine layer of dust accumulates in the seams of the seat's weaving, visible in the light. The whole picture presents an extreme realism style. The texture of the rattan and the grain of the wood seem to be within reach, creating a quiet, nostalgic and highly contemplative atmosphere.", + "seed": 19689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_501_seed_19689_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21495187971740962, + "vlm_logprob": -0.21495187971740962, + "vlm_yes_no_margin": 2.800000011920929, + "vlm_token_credit": -0.21495187971740962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4034880995750427 + ], + "opposite_logprob_tokens": [ + -1.1534881591796875 + ], + "logprob_reward": -0.4034880995750427, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.4034880995750427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10361605137586594, + 0.05456447973847389, + 0.07582913339138031, + 0.08228891342878342, + 0.03064497746527195, + 0.03762422874569893, + 0.30046090483665466, + 0.07951219379901886, + 0.15550437569618225, + 0.07995473593473434 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.4034880995750427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012584325857460499 + ], + "opposite_logprob_tokens": [ + -4.387584209442139 + ], + "logprob_reward": -0.012584325857460499, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012584325857460499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14047834277153015, + 0.07107598334550858, + 0.06003781035542488, + 0.10614655911922455, + 0.10361523181200027, + 0.07122088968753815, + 0.05465920642018318, + 0.07476062327623367, + 0.2754388153553009, + 0.04256649687886238 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.012584325857460499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793920442461967 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793920442461967, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793920442461967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06394624710083008, + 0.027307597920298576, + 0.053129892796278, + 0.03232238441705704, + 0.10858120024204254, + 0.019105831161141396, + 0.38773924112319946, + 0.04081657901406288, + 0.24511057138442993, + 0.021940410137176514 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.009793920442461967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085142269730568 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085142269730568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085142269730568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414586305618286, + 0.08249551802873611, + 0.06279883533716202, + 0.046962711960077286, + 0.1784399449825287, + 0.06854043155908585, + 0.14607402682304382, + 0.11601231247186661, + 0.10283615440130234, + 0.054381467401981354 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.016085142269730568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328079104423523 + ], + "opposite_logprob_tokens": [ + -0.7578079104423523 + ], + "logprob_reward": -0.6328079104423523, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328079104423523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06487851589918137, + 0.0825846791267395, + 0.06069236993789673, + 0.048126306384801865, + 0.12472514808177948, + 0.04081856831908226, + 0.11250606924295425, + 0.11259028315544128, + 0.2460336834192276, + 0.10704442858695984 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.6328079104423523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a remarkably steady first-person perspective, the camera pans in a slow, smooth clockwise orbit, circling an old-fashioned rattan chair, resting in the center of a vast, empty room. A beam of warm afternoon sunlight slants in from an off-screen window, casting a soft golden halo around the chair's outline and long, sharply defined shadows across the polished wooden floor. Airborne dust particles are clearly visible in the beam. As the camera pans, light flows over every surface of the rattan chair, vividly highlighting its age-worn texture with hyper-realistic rendering. Some of the rattan strips on the back are worn and broken, revealing their coarse fibers. The armrests, once sleek and glossy from years of wear, have lost their original varnish, revealing a lighter wood tone beneath. A fine layer of dust accumulates in the seams of the seat's weaving, visible in the light. The whole picture presents an extreme realism style. The texture of the rattan and the grain of the wood seem to be within reach, creating a quiet, nostalgic and highly contemplative atmosphere.", + "seed": 19690, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_14/index_501_seed_19690_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1415928987786174, + "vlm_logprob": -0.1415928987786174, + "vlm_yes_no_margin": 3.0999999940395355, + "vlm_token_credit": -0.1415928987786174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19455678761005402 + ], + "opposite_logprob_tokens": [ + -1.8195568323135376 + ], + "logprob_reward": -0.19455678761005402, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19455678761005402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11169715970754623, + 0.045902565121650696, + 0.044319864362478256, + 0.048324864357709885, + 0.0623510368168354, + 0.38086122274398804, + 0.049614887684583664, + 0.03586982190608978, + 0.15590231120586395, + 0.06515631079673767 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.19455678761005402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012579970061779022 + ], + "opposite_logprob_tokens": [ + -4.387579917907715 + ], + "logprob_reward": -0.012579970061779022, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012579970061779022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21868324279785156, + 0.07108481973409653, + 0.07910481840372086, + 0.058391980826854706, + 0.20526596903800964, + 0.1375589370727539, + 0.08582594990730286, + 0.04058181121945381, + 0.03325313329696655, + 0.07024939358234406 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.012579970061779022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958531983196735 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.005958531983196735, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958531983196735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12476259469985962, + 0.02519354037940502, + 0.06770205497741699, + 0.03752222657203674, + 0.047767311334609985, + 0.18287736177444458, + 0.22986023128032684, + 0.11838711053133011, + 0.01959962397813797, + 0.146327942609787 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.005958531983196735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595969632267952 + ], + "opposite_logprob_tokens": [ + -3.8955960273742676 + ], + "logprob_reward": -0.020595969632267952, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595969632267952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050757624208927155, + 0.127268984913826, + 0.1004779040813446, + 0.15997187793254852, + 0.04198902100324631, + 0.33259686827659607, + 0.04308679699897766, + 0.05503669008612633, + 0.039703335613012314, + 0.049110885709524155 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.020595969632267952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person and remarkably steady?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a slow, smooth clockwise orbit around an old-fashioned rattan chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible casting a golden halo and long shadows on a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are airborne dust particles clearly visible in the light beam, with visible wear, broken strips, and dust in the rattan chair's seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in an extreme realism style with hyper-realistic textures of the rattan and wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742732346057892 + ], + "opposite_logprob_tokens": [ + -0.9742732048034668 + ], + "logprob_reward": -0.4742732346057892, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4742732346057892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09729983657598495, + 0.05103325471282005, + 0.1597057580947876, + 0.025382524356245995, + 0.061982162296772, + 0.3617492616176605, + 0.07543421536684036, + 0.0434333011507988, + 0.056965067982673645, + 0.06701459735631943 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.4742732346057892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_tensor([2031, 2031])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_tensor([2031, 2031])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99d2173b98915b2cdaf77cdab5a6912443e5654b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_tensor([2031, 2031])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking, low-angle fisheye lens follows a tall, muscular athlete, his eyes wide and teeth clenched beneath his signature thick, black unibrow, his face strained with intense concentration. Clad in a bright red, pixelated jersey and white shorts, he clutches a brown, blocky football in his arms, sprinting forward with unstoppable force. His world is composed entirely of three-dimensional pixels: beneath him lies a grassy field of varying shades of green, and every powerful kick sends tiny fragments flying into the air. The extreme distortion of the fisheye lens distorts this already geometric world into a spherical shape. The distant finish line—a striking strip of black and white—is stretched and magnified in the center of the field of view, while the spectator stands, stacked with multicolored blocks, curve sharply outward, forming exaggerated arcs. The entire picture is illuminated by bright, even top light, with extremely high color saturation, creating a retro yet surreal video game climax atmosphere, full of tense sense of speed and unstoppable kinetic energy.", + "seed": 13663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_2031_seed_13663_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018092861212790013, + "vlm_logprob": -0.018092861212790013, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.018092861212790013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00629063555970788 + ], + "opposite_logprob_tokens": [ + -5.131290435791016 + ], + "logprob_reward": -0.00629063555970788, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00629063555970788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1248229369521141, + 0.13484932482242584, + 0.11758144944906235, + 0.1945832371711731, + 0.06332385540008545, + 0.21065153181552887, + 0.02830173261463642, + 0.04096973314881325, + 0.03776225820183754, + 0.04715392366051674 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.00629063555970788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1829850673675537, + 0.13972260057926178, + 0.13389821350574493, + 0.04533717781305313, + 0.06630619615316391, + 0.2593097984790802, + 0.030491959303617477, + 0.02491184137761593, + 0.0515015609562397, + 0.06553555279970169 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0067326370626688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15007780492305756, + 0.07699297368526459, + 0.08282851427793503, + 0.15255466103553772, + 0.06323973834514618, + 0.23880410194396973, + 0.04997140169143677, + 0.06579635292291641, + 0.0775061696767807, + 0.042228296399116516 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.005248458590358496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195212058722973 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195212058722973, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195212058722973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.066283218562603, + 0.07194924354553223, + 0.05095280706882477, + 0.07703737169504166, + 0.044985391199588776, + 0.6040989756584167, + 0.01608995534479618, + 0.008159339427947998, + 0.02555890567600727, + 0.03488481417298317 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.002195212058722973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999736279249191 + ], + "opposite_logprob_tokens": [ + -2.6949973106384277 + ], + "logprob_reward": -0.06999736279249191, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999736279249191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10443772375583649, + 0.12684166431427002, + 0.10036394745111465, + 0.05521510913968086, + 0.061494555324316025, + 0.2744966447353363, + 0.03773687034845352, + 0.016005028039216995, + 0.05583233758807182, + 0.16757617890834808 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.06999736279249191 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, low-angle fisheye lens follows a tall, muscular athlete, his eyes wide and teeth clenched beneath his signature thick, black unibrow, his face strained with intense concentration. Clad in a bright red, pixelated jersey and white shorts, he clutches a brown, blocky football in his arms, sprinting forward with unstoppable force. His world is composed entirely of three-dimensional pixels: beneath him lies a grassy field of varying shades of green, and every powerful kick sends tiny fragments flying into the air. The extreme distortion of the fisheye lens distorts this already geometric world into a spherical shape. The distant finish line—a striking strip of black and white—is stretched and magnified in the center of the field of view, while the spectator stands, stacked with multicolored blocks, curve sharply outward, forming exaggerated arcs. The entire picture is illuminated by bright, even top light, with extremely high color saturation, creating a retro yet surreal video game climax atmosphere, full of tense sense of speed and unstoppable kinetic energy.", + "seed": 13664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_2031_seed_13664_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.007652560248970985, + "vlm_logprob": -0.007652560248970985, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.007652560248970985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01004698220640421 + ], + "opposite_logprob_tokens": [ + -4.63504695892334 + ], + "logprob_reward": -0.01004698220640421, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01004698220640421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33696067333221436, + 0.08524496853351593, + 0.01599639281630516, + 0.10374438762664795, + 0.11683926731348038, + 0.05204743519425392, + 0.04376259818673134, + 0.028272826224565506, + 0.16820387542247772, + 0.04892759025096893 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01004698220640421 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4078737199306488, + 0.03981718048453331, + 0.015562379732728004, + 0.09618441015481949, + 0.04048364609479904, + 0.031001904979348183, + 0.07418323308229446, + 0.04688006639480591, + 0.21039392054080963, + 0.03761952370405197 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.005249525420367718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621259428560734 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.007621259428560734, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621259428560734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47915831208229065, + 0.0472082756459713, + 0.02633494883775711, + 0.07994172722101212, + 0.06203768402338028, + 0.02984810061752796, + 0.056691091507673264, + 0.035869576036930084, + 0.14929695427417755, + 0.033613309264183044 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.007621259428560734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028152139857411385 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.0028152139857411385, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028152139857411385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35688316822052, + 0.03869592398405075, + 0.06317055970430374, + 0.08146794140338898, + 0.05679762735962868, + 0.12538067996501923, + 0.09623636305332184, + 0.017278948798775673, + 0.13487067818641663, + 0.029218148440122604 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0028152139857411385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529820203781128 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012529820203781128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529820203781128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45253467559814453, + 0.03928787261247635, + 0.15639963746070862, + 0.11096423119306564, + 0.05603034049272537, + 0.046864625066518784, + 0.037537168711423874, + 0.03309404104948044, + 0.05392388999462128, + 0.013363543897867203 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.012529820203781128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, low-angle fisheye lens follows a tall, muscular athlete, his eyes wide and teeth clenched beneath his signature thick, black unibrow, his face strained with intense concentration. Clad in a bright red, pixelated jersey and white shorts, he clutches a brown, blocky football in his arms, sprinting forward with unstoppable force. His world is composed entirely of three-dimensional pixels: beneath him lies a grassy field of varying shades of green, and every powerful kick sends tiny fragments flying into the air. The extreme distortion of the fisheye lens distorts this already geometric world into a spherical shape. The distant finish line—a striking strip of black and white—is stretched and magnified in the center of the field of view, while the spectator stands, stacked with multicolored blocks, curve sharply outward, forming exaggerated arcs. The entire picture is illuminated by bright, even top light, with extremely high color saturation, creating a retro yet surreal video game climax atmosphere, full of tense sense of speed and unstoppable kinetic energy.", + "seed": 13665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_2031_seed_13665_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06649534087628126, + "vlm_logprob": -0.06649534087628126, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06649534087628126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14292621612548828 + ], + "opposite_logprob_tokens": [ + -2.0179262161254883 + ], + "logprob_reward": -0.14292621612548828, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14292621612548828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048776380717754364, + 0.05469576269388199, + 0.04753763601183891, + 0.03401588276028633, + 0.013869889080524445, + 0.012465068139135838, + 0.020295556634664536, + 0.0639893114566803, + 0.16638655960559845, + 0.5379679203033447 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.14292621612548828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05101240053772926, + 0.07258894294500351, + 0.046617355197668076, + 0.036049872636795044, + 0.01071519311517477, + 0.011833718977868557, + 0.0788106843829155, + 0.10528197884559631, + 0.42971062660217285, + 0.15737928450107574 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.012537590228021145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186250045895576 + ], + "opposite_logprob_tokens": [ + -4.264186382293701 + ], + "logprob_reward": -0.014186250045895576, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186250045895576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043681468814611435, + 0.020838214084506035, + 0.07277926802635193, + 0.02358803153038025, + 0.019151462242007256, + 0.008683963678777218, + 0.025653941556811333, + 0.10563227534294128, + 0.5825913548469543, + 0.09740004688501358 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.014186250045895576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002486472949385643 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.002486472949385643, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002486472949385643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08756055682897568, + 0.15171951055526733, + 0.1429787427186966, + 0.034865058958530426, + 0.05121616646647453, + 0.10233862698078156, + 0.02582279033958912, + 0.020618999376893044, + 0.2614441215991974, + 0.12143547832965851 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.002486472949385643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034017503261566 + ], + "opposite_logprob_tokens": [ + -1.9103401899337769 + ], + "logprob_reward": -0.16034017503261566, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034017503261566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04432227462530136, + 0.09301075339317322, + 0.07000114768743515, + 0.07416155934333801, + 0.05156262218952179, + 0.024751443415880203, + 0.029827188700437546, + 0.05399668589234352, + 0.3033331632614136, + 0.2550331652164459 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.16034017503261566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking, low-angle fisheye lens follows a tall, muscular athlete, his eyes wide and teeth clenched beneath his signature thick, black unibrow, his face strained with intense concentration. Clad in a bright red, pixelated jersey and white shorts, he clutches a brown, blocky football in his arms, sprinting forward with unstoppable force. His world is composed entirely of three-dimensional pixels: beneath him lies a grassy field of varying shades of green, and every powerful kick sends tiny fragments flying into the air. The extreme distortion of the fisheye lens distorts this already geometric world into a spherical shape. The distant finish line—a striking strip of black and white—is stretched and magnified in the center of the field of view, while the spectator stands, stacked with multicolored blocks, curve sharply outward, forming exaggerated arcs. The entire picture is illuminated by bright, even top light, with extremely high color saturation, creating a retro yet surreal video game climax atmosphere, full of tense sense of speed and unstoppable kinetic energy.", + "seed": 13666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_3/index_2031_seed_13666_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04355663750320673, + "vlm_logprob": -0.04355663750320673, + "vlm_yes_no_margin": 3.825000023841858, + "vlm_token_credit": -0.04355663750320673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03400210663676262 + ], + "opposite_logprob_tokens": [ + -3.4090020656585693 + ], + "logprob_reward": -0.03400210663676262, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03400210663676262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03794018551707268, + 0.1445697844028473, + 0.047120511531829834, + 0.016137953847646713, + 0.14993098378181458, + 0.12499251961708069, + 0.05421994999051094, + 0.0565108098089695, + 0.03637296333909035, + 0.33220434188842773 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.03400210663676262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946089047938585 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946089047938585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946089047938585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029505884274840355, + 0.1624247431755066, + 0.031302619725465775, + 0.015457672998309135, + 0.06268984079360962, + 0.08802086114883423, + 0.02450144849717617, + 0.036993611603975296, + 0.04270864650607109, + 0.5063946843147278 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.005946089047938585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979809045791626 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.02979809045791626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979809045791626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03729528561234474, + 0.17154718935489655, + 0.034283753484487534, + 0.03078128956258297, + 0.053855519741773605, + 0.10005508363246918, + 0.025322485715150833, + 0.11480344831943512, + 0.045160919427871704, + 0.38689497113227844 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.02979809045791626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052507114596664906 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.0052507114596664906, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052507114596664906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03397054597735405, + 0.2474927455186844, + 0.017322614789009094, + 0.013868624344468117, + 0.0674753487110138, + 0.0266745463013649, + 0.007172064855694771, + 0.04558737576007843, + 0.008671601302921772, + 0.5317645072937012 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.0052507114596664906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tall, muscular athlete wearing a bright red pixelated jersey and white shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete's face characterized by wide eyes, clenched teeth, and a thick black unibrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete sprinting forward while clutching a brown, blocky football?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a 3D pixel art style with a grassy field of varying green shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle fisheye lens that distorts the scene into a spherical shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427861899137497 + ], + "opposite_logprob_tokens": [ + -2.0177862644195557 + ], + "logprob_reward": -0.1427861899137497, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1427861899137497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025281626731157303, + 0.050954487174749374, + 0.012924263253808022, + 0.019138501957058907, + 0.026849430054426193, + 0.01619855687022209, + 0.012309493497014046, + 0.06839248538017273, + 0.020140469074249268, + 0.7478106617927551 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.1427861899137497 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_tensor([7391, 7391])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_tensor([7391, 7391])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1b6e783df2637f2707177273db1faf9116f97d1e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_tensor([7391, 7391])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, captured from an extremely low angle, follows a streamlined maglev freight train as it travels at breakneck speed. The train's bullet-like silhouette, its hull seamlessly crafted from polished silver alloy and matte carbon fiber, is adorned with glowing cyan-blue energy strips along its sides, signaling its powerful power source. Directly ahead, two piercing white LED headlights pierce the dim, industrial-looking hangar space like sharp swords. In front of the camera, a massive, immaculate mirror, towering from the ceiling, blocks the path, its surface clearly reflecting the train's roaring image, creating a surreal sense of symmetry. At the moment of impact, the scene abruptly shifts into a series of high-speed, dazzling close-up montages: first, the sharp nose of the train impacts the mirror, causing it to deform visibly; then, countless spider-web-like cracks spread rapidly from the point of impact at the speed of light; then, with a deafening, resonant explosion, the entire mirror suddenly explodes into a storm of billions of glittering glass shards. The camera rapidly switches between the metallic details of the train's nose and the sharp glass fragments tumbling through the air, reflecting the train's lights. Some fragments gleam like diamonds, while others are stretched into blurred light in their rapid motion. The entire scene is rendered with breathtakingly realistic effects, with the physical trajectory of each fragment and every refraction and reflection of light clearly visible, creating an extremely violent aesthetic and breathtaking visual impact, creating an atmosphere of tension and grandeur.", + "seed": 32035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_7391_seed_32035_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16914124153554438, + "vlm_logprob": -0.16914124153554438, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.16914124153554438, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5767993927001953 + ], + "opposite_logprob_tokens": [ + -0.8267993927001953 + ], + "logprob_reward": -0.5767993927001953, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5767993927001953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15297530591487885, + 0.11216796189546585, + 0.031835440546274185, + 0.05414431914687157, + 0.028554584830999374, + 0.03553682565689087, + 0.16516059637069702, + 0.06214413046836853, + 0.16178777813911438, + 0.19569306075572968 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.5767993927001953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076417261734604836 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.0076417261734604836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076417261734604836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2503954768180847, + 0.07678311318159103, + 0.04486621171236038, + 0.047757338732481, + 0.03141530603170395, + 0.030521679669618607, + 0.13220827281475067, + 0.02962694875895977, + 0.17932192981243134, + 0.1771036982536316 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0076417261734604836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252044677734375 + ], + "opposite_logprob_tokens": [ + -1.502044677734375 + ], + "logprob_reward": -0.252044677734375, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252044677734375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2132231444120407, + 0.06245730444788933, + 0.07951028645038605, + 0.09082630276679993, + 0.08879893273115158, + 0.02847371995449066, + 0.18768127262592316, + 0.06779813021421432, + 0.1217336356639862, + 0.05949721485376358 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.252044677734375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024861162528395653 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.0024861162528395653, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024861162528395653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1483420580625534, + 0.06310442090034485, + 0.04240232706069946, + 0.11839382350444794, + 0.04812866449356079, + 0.012067870236933231, + 0.13682964444160461, + 0.09020018577575684, + 0.18782880902290344, + 0.1527022272348404 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0024861162528395653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734294816851616 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734294816851616, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734294816851616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26990944147109985, + 0.10575012862682343, + 0.036812491714954376, + 0.04748077318072319, + 0.033062584698200226, + 0.04215877875685692, + 0.13655021786689758, + 0.04262031614780426, + 0.17628887295722961, + 0.10936646163463593 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.006734294816851616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, captured from an extremely low angle, follows a streamlined maglev freight train as it travels at breakneck speed. The train's bullet-like silhouette, its hull seamlessly crafted from polished silver alloy and matte carbon fiber, is adorned with glowing cyan-blue energy strips along its sides, signaling its powerful power source. Directly ahead, two piercing white LED headlights pierce the dim, industrial-looking hangar space like sharp swords. In front of the camera, a massive, immaculate mirror, towering from the ceiling, blocks the path, its surface clearly reflecting the train's roaring image, creating a surreal sense of symmetry. At the moment of impact, the scene abruptly shifts into a series of high-speed, dazzling close-up montages: first, the sharp nose of the train impacts the mirror, causing it to deform visibly; then, countless spider-web-like cracks spread rapidly from the point of impact at the speed of light; then, with a deafening, resonant explosion, the entire mirror suddenly explodes into a storm of billions of glittering glass shards. The camera rapidly switches between the metallic details of the train's nose and the sharp glass fragments tumbling through the air, reflecting the train's lights. Some fragments gleam like diamonds, while others are stretched into blurred light in their rapid motion. The entire scene is rendered with breathtakingly realistic effects, with the physical trajectory of each fragment and every refraction and reflection of light clearly visible, creating an extremely violent aesthetic and breathtaking visual impact, creating an atmosphere of tension and grandeur.", + "seed": 32036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_7391_seed_32036_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0747446418274194, + "vlm_logprob": -0.0747446418274194, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.0747446418274194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11345896124839783 + ], + "opposite_logprob_tokens": [ + -2.2384588718414307 + ], + "logprob_reward": -0.11345896124839783, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11345896124839783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4212188720703125, + 0.05081651359796524, + 0.15444543957710266, + 0.08454442769289017, + 0.049929700791835785, + 0.033691100776195526, + 0.15247514843940735, + 0.015865011140704155, + 0.015090889297425747, + 0.021922821179032326 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.11345896124839783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002826031530275941 + ], + "opposite_logprob_tokens": [ + -5.87782621383667 + ], + "logprob_reward": -0.002826031530275941, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002826031530275941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46708235144615173, + 0.05746952071785927, + 0.0565030574798584, + 0.1081029623746872, + 0.046207644045352936, + 0.11058123409748077, + 0.07710691541433334, + 0.029854802414774895, + 0.02076200768351555, + 0.02632949873805046 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.002826031530275941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520529329776764 + ], + "opposite_logprob_tokens": [ + -1.502052903175354 + ], + "logprob_reward": -0.2520529329776764, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520529329776764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6208525896072388, + 0.017679361626505852, + 0.027058830484747887, + 0.1109742745757103, + 0.028469877317547798, + 0.09159807860851288, + 0.06132925674319267, + 0.012076567858457565, + 0.012418650090694427, + 0.017542576417326927 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.2520529329776764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021935468539595604 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021935468539595604, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021935468539595604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3735847473144531, + 0.028710002079606056, + 0.027348754927515984, + 0.04748450964689255, + 0.034631893038749695, + 0.27385005354881287, + 0.12311966717243195, + 0.030024943873286247, + 0.049841735512018204, + 0.011403637006878853 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0021935468539595604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191736526787281 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003191736526787281, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191736526787281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5578842759132385, + 0.04196108132600784, + 0.037688687443733215, + 0.09117893129587173, + 0.0228553619235754, + 0.07568851113319397, + 0.11235326528549194, + 0.017941977828741074, + 0.03223733976483345, + 0.010210617445409298 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.003191736526787281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, captured from an extremely low angle, follows a streamlined maglev freight train as it travels at breakneck speed. The train's bullet-like silhouette, its hull seamlessly crafted from polished silver alloy and matte carbon fiber, is adorned with glowing cyan-blue energy strips along its sides, signaling its powerful power source. Directly ahead, two piercing white LED headlights pierce the dim, industrial-looking hangar space like sharp swords. In front of the camera, a massive, immaculate mirror, towering from the ceiling, blocks the path, its surface clearly reflecting the train's roaring image, creating a surreal sense of symmetry. At the moment of impact, the scene abruptly shifts into a series of high-speed, dazzling close-up montages: first, the sharp nose of the train impacts the mirror, causing it to deform visibly; then, countless spider-web-like cracks spread rapidly from the point of impact at the speed of light; then, with a deafening, resonant explosion, the entire mirror suddenly explodes into a storm of billions of glittering glass shards. The camera rapidly switches between the metallic details of the train's nose and the sharp glass fragments tumbling through the air, reflecting the train's lights. Some fragments gleam like diamonds, while others are stretched into blurred light in their rapid motion. The entire scene is rendered with breathtakingly realistic effects, with the physical trajectory of each fragment and every refraction and reflection of light clearly visible, creating an extremely violent aesthetic and breathtaking visual impact, creating an atmosphere of tension and grandeur.", + "seed": 32037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_7391_seed_32037_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049096026550978424, + "vlm_logprob": -0.049096026550978424, + "vlm_yes_no_margin": 4.150000023841858, + "vlm_token_credit": -0.049096026550978424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14375770092010498 + ], + "opposite_logprob_tokens": [ + -2.0187578201293945 + ], + "logprob_reward": -0.14375770092010498, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14375770092010498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08605995029211044, + 0.04891234636306763, + 0.026908915489912033, + 0.03013644553720951, + 0.12995918095111847, + 0.4167976379394531, + 0.034566473215818405, + 0.09336366504430771, + 0.03774576634168625, + 0.09554964303970337 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.14375770092010498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028241295367479324 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.0028241295367479324, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028241295367479324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11996955424547195, + 0.13671572506427765, + 0.045248206704854965, + 0.04570161551237106, + 0.13750167191028595, + 0.27579453587532043, + 0.04463920742273331, + 0.06608810275793076, + 0.05099739506840706, + 0.07734403014183044 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.0028241295367479324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890125259757042 + ], + "opposite_logprob_tokens": [ + -2.464012622833252 + ], + "logprob_reward": -0.0890125259757042, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890125259757042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06825808435678482, + 0.06736589968204498, + 0.09436368942260742, + 0.03797200694680214, + 0.07215272635221481, + 0.3835848867893219, + 0.13342368602752686, + 0.031868547201156616, + 0.05190882459282875, + 0.059101637452840805 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0890125259757042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633167292922735 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633167292922735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633167292922735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10084860026836395, + 0.07638387382030487, + 0.07273554801940918, + 0.14218591153621674, + 0.11508199572563171, + 0.08662746101617813, + 0.10085194557905197, + 0.04269306734204292, + 0.14688490331172943, + 0.115706667304039 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.004633167292922735 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10141158849000931, + 0.08109138160943985, + 0.04922382906079292, + 0.07634232938289642, + 0.16799132525920868, + 0.22633801400661469, + 0.09535632282495499, + 0.05640693008899689, + 0.08465682715177536, + 0.06118144094944 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.00525260902941227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, captured from an extremely low angle, follows a streamlined maglev freight train as it travels at breakneck speed. The train's bullet-like silhouette, its hull seamlessly crafted from polished silver alloy and matte carbon fiber, is adorned with glowing cyan-blue energy strips along its sides, signaling its powerful power source. Directly ahead, two piercing white LED headlights pierce the dim, industrial-looking hangar space like sharp swords. In front of the camera, a massive, immaculate mirror, towering from the ceiling, blocks the path, its surface clearly reflecting the train's roaring image, creating a surreal sense of symmetry. At the moment of impact, the scene abruptly shifts into a series of high-speed, dazzling close-up montages: first, the sharp nose of the train impacts the mirror, causing it to deform visibly; then, countless spider-web-like cracks spread rapidly from the point of impact at the speed of light; then, with a deafening, resonant explosion, the entire mirror suddenly explodes into a storm of billions of glittering glass shards. The camera rapidly switches between the metallic details of the train's nose and the sharp glass fragments tumbling through the air, reflecting the train's lights. Some fragments gleam like diamonds, while others are stretched into blurred light in their rapid motion. The entire scene is rendered with breathtakingly realistic effects, with the physical trajectory of each fragment and every refraction and reflection of light clearly visible, creating an extremely violent aesthetic and breathtaking visual impact, creating an atmosphere of tension and grandeur.", + "seed": 32038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_4/index_7391_seed_32038_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22523571215569974, + "vlm_logprob": -0.22523571215569974, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.22523571215569974, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8269058465957642 + ], + "opposite_logprob_tokens": [ + -0.5769058465957642 + ], + "logprob_reward": -0.8269058465957642, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8269058465957642, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31274285912513733, + 0.12552936375141144, + 0.08212605863809586, + 0.06629125773906708, + 0.05344858765602112, + 0.020545611158013344, + 0.07863318920135498, + 0.03570200875401497, + 0.08574505150318146, + 0.13923603296279907 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.8269058465957642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041068983264267445 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.0041068983264267445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041068983264267445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180616557598114, + 0.1702430695295334, + 0.21639811992645264, + 0.04319794103503227, + 0.051353827118873596, + 0.02269449271261692, + 0.05162825062870979, + 0.03164663165807724, + 0.047561801970005035, + 0.1846591979265213 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0041068983264267445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812943458557129 + ], + "opposite_logprob_tokens": [ + -1.406294345855713 + ], + "logprob_reward": -0.2812943458557129, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812943458557129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062281154096126556, + 0.3402246832847595, + 0.1597464680671692, + 0.11704613268375397, + 0.05968814715743065, + 0.05565241351723671, + 0.0690821185708046, + 0.060254670679569244, + 0.03554590791463852, + 0.04047836735844612 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.2812943458557129 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777512401342392 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777512401342392, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777512401342392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15553255379199982, + 0.0709720104932785, + 0.025067731738090515, + 0.07757485657930374, + 0.1083887591958046, + 0.02794172614812851, + 0.15532515943050385, + 0.11683360487222672, + 0.17517012357711792, + 0.08719346672296524 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.009777512401342392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined maglev freight train with a polished silver alloy and matte carbon fiber hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the train feature glowing cyan-blue energy strips along its sides and two piercing white LED headlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a dim, industrial-looking hangar where a massive mirror blocks the train's path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the train impacting the mirror, causing it to deform, crack, and explode into glass shards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle and does it rapidly switch between close-ups of the train's nose and glass fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11579139530658722, + 0.042189229279756546, + 0.2249472588300705, + 0.08031103760004044, + 0.21144163608551025, + 0.034329354763031006, + 0.03739398345351219, + 0.05483302101492882, + 0.08732445538043976, + 0.11143863201141357 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004093957599252462 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_tensor([3804, 3804])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_tensor([3804, 3804])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba8668d94f2d2d968413383ec05c249ed5e3128 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_tensor([3804, 3804])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up slowly pans right, following the majestic drift of a massive jellyfish filling the foreground, its form evoked by the graceful, sinuous lines of Art Nouveau. The creature's massive, translucent bell is a deep, luminous crimson, adorned with intricate, swirling gold patterns that capture and refract the light within. From beneath the bell, a mane of countless hair-like tentacles emerges, each radiating a vibrant yellow bioluminescence, creating a mesmerizing, flowing mass. The creature traverses the indigo-blue depths, where currents are imagined as stylized, sweeping curves of water. Its body pulsates gently and rhythmically, a slow, deliberate contraction and expansion that propels it with serene grace as its finest tentacles delicately twitch, rubbing against invisible, shimmering particles in the water. The scene is illuminated almost entirely by the creature itself, creating a dramatic interplay of warm light and deep shadows that immerses the image in an atmosphere of hypnotic, otherworldly beauty and profound tranquility.", + "seed": 20121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_3804_seed_20121_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02961609624326229, + "vlm_logprob": -0.02961609624326229, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.02961609624326229, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053195685148239136 + ], + "opposite_logprob_tokens": [ + -3.0531957149505615 + ], + "logprob_reward": -0.053195685148239136, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.053195685148239136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0972694680094719, + 0.06023193895816803, + 0.07463166117668152, + 0.029776524752378464, + 0.04083568602800369, + 0.03827003017067909, + 0.016435902565717697, + 0.024695632979273796, + 0.05664386972784996, + 0.5612093210220337 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.053195685148239136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032004110980778933 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.0032004110980778933, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032004110980778933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1635255366563797, + 0.05548079311847687, + 0.03378300368785858, + 0.06318002194166183, + 0.08417318761348724, + 0.03588104620575905, + 0.07088378071784973, + 0.03264853358268738, + 0.08283864706754684, + 0.3776054084300995 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0032004110980778933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013387774815782905 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013387774815782905, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013387774815782905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17189137637615204, + 0.05557888001203537, + 0.02127717062830925, + 0.022395169362425804, + 0.05401754379272461, + 0.07675692439079285, + 0.0168295931071043, + 0.053536269813776016, + 0.05737302079796791, + 0.47034403681755066 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0013387774815782905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013359201839193702 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013359201839193702, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013359201839193702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4234132766723633, + 0.11449657380580902, + 0.16892528533935547, + 0.02411903440952301, + 0.028032289817929268, + 0.02957579679787159, + 0.019072150811553, + 0.017144057899713516, + 0.06988620012998581, + 0.10533536970615387 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0013359201839193702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900968730449677 + ], + "opposite_logprob_tokens": [ + -2.4640097618103027 + ], + "logprob_reward": -0.08900968730449677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900968730449677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1328096091747284, + 0.059680115431547165, + 0.06258320808410645, + 0.03833940625190735, + 0.07027944922447205, + 0.2463790625333786, + 0.023364461958408356, + 0.035593535751104355, + 0.022225333377718925, + 0.308745801448822 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.08900968730449677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans right, following the majestic drift of a massive jellyfish filling the foreground, its form evoked by the graceful, sinuous lines of Art Nouveau. The creature's massive, translucent bell is a deep, luminous crimson, adorned with intricate, swirling gold patterns that capture and refract the light within. From beneath the bell, a mane of countless hair-like tentacles emerges, each radiating a vibrant yellow bioluminescence, creating a mesmerizing, flowing mass. The creature traverses the indigo-blue depths, where currents are imagined as stylized, sweeping curves of water. Its body pulsates gently and rhythmically, a slow, deliberate contraction and expansion that propels it with serene grace as its finest tentacles delicately twitch, rubbing against invisible, shimmering particles in the water. The scene is illuminated almost entirely by the creature itself, creating a dramatic interplay of warm light and deep shadows that immerses the image in an atmosphere of hypnotic, otherworldly beauty and profound tranquility.", + "seed": 20122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_3804_seed_20122_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06325107379816472, + "vlm_logprob": -0.06325107379816472, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.06325107379816472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2291092574596405 + ], + "opposite_logprob_tokens": [ + -1.604109287261963 + ], + "logprob_reward": -0.2291092574596405, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2291092574596405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08777698874473572, + 0.09606647491455078, + 0.05881604179739952, + 0.07994634658098221, + 0.07393999397754669, + 0.12851446866989136, + 0.13770586252212524, + 0.15299463272094727, + 0.09736229479312897, + 0.08687698096036911 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.2291092574596405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205860435962677 + ], + "opposite_logprob_tokens": [ + -3.8955860137939453 + ], + "logprob_reward": -0.0205860435962677, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205860435962677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23325808346271515, + 0.16693471372127533, + 0.06685589253902435, + 0.08306217938661575, + 0.07552322745323181, + 0.05654623731970787, + 0.07058592885732651, + 0.05716263875365257, + 0.0773773193359375, + 0.11269373446702957 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0205860435962677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013393727131187916 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013393727131187916, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013393727131187916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12349699437618256, + 0.12012545764446259, + 0.046646423637866974, + 0.09561377763748169, + 0.08108145743608475, + 0.07880590856075287, + 0.14364740252494812, + 0.04950541630387306, + 0.08346958458423615, + 0.1776074767112732 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0013393727131187916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031907858792692423 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031907858792692423, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031907858792692423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27189889550209045, + 0.0886814296245575, + 0.07488558441400528, + 0.15607282519340515, + 0.10317666083574295, + 0.04164217785000801, + 0.09050479531288147, + 0.07525526732206345, + 0.042393721640110016, + 0.05548861250281334 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0031907858792692423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202990934252739 + ], + "opposite_logprob_tokens": [ + -2.8120298385620117 + ], + "logprob_reward": -0.06202990934252739, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202990934252739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1721625179052353, + 0.10163658857345581, + 0.06251675635576248, + 0.13941767811775208, + 0.06681264191865921, + 0.07774855941534042, + 0.12010622769594193, + 0.06467407196760178, + 0.09226679801940918, + 0.10265810042619705 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.06202990934252739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans right, following the majestic drift of a massive jellyfish filling the foreground, its form evoked by the graceful, sinuous lines of Art Nouveau. The creature's massive, translucent bell is a deep, luminous crimson, adorned with intricate, swirling gold patterns that capture and refract the light within. From beneath the bell, a mane of countless hair-like tentacles emerges, each radiating a vibrant yellow bioluminescence, creating a mesmerizing, flowing mass. The creature traverses the indigo-blue depths, where currents are imagined as stylized, sweeping curves of water. Its body pulsates gently and rhythmically, a slow, deliberate contraction and expansion that propels it with serene grace as its finest tentacles delicately twitch, rubbing against invisible, shimmering particles in the water. The scene is illuminated almost entirely by the creature itself, creating a dramatic interplay of warm light and deep shadows that immerses the image in an atmosphere of hypnotic, otherworldly beauty and profound tranquility.", + "seed": 20123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_3804_seed_20123_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03172446275129914, + "vlm_logprob": -0.03172446275129914, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.03172446275129914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04213853180408478 + ], + "opposite_logprob_tokens": [ + -3.2921385765075684 + ], + "logprob_reward": -0.04213853180408478, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04213853180408478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20478378236293793, + 0.13453686237335205, + 0.09270886331796646, + 0.1429223269224167, + 0.15309688448905945, + 0.03966206684708595, + 0.05228683352470398, + 0.028852513059973717, + 0.1000654399394989, + 0.051084406673908234 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.04213853180408478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001342587056569755 + ], + "opposite_logprob_tokens": [ + -6.6263427734375 + ], + "logprob_reward": -0.001342587056569755, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001342587056569755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19282782077789307, + 0.2488902360200882, + 0.10741422325372696, + 0.16042253375053406, + 0.039453499019145966, + 0.040290724486112595, + 0.032893966883420944, + 0.07609325647354126, + 0.06762748956680298, + 0.03408622369170189 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.001342587056569755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007201223634183407 + ], + "opposite_logprob_tokens": [ + -7.250720024108887 + ], + "logprob_reward": -0.0007201223634183407, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007201223634183407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22274401783943176, + 0.10710462182760239, + 0.09258490800857544, + 0.1668788343667984, + 0.05416306480765343, + 0.05078034847974777, + 0.12118541449308395, + 0.07360301911830902, + 0.07239848375320435, + 0.0385572649538517 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0007201223634183407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015125750796869397 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015125750796869397, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015125750796869397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2208067923784256, + 0.15502196550369263, + 0.026341717690229416, + 0.13191181421279907, + 0.027909180149435997, + 0.024652451276779175, + 0.026096437126398087, + 0.025306707248091698, + 0.04133286699652672, + 0.3206200897693634 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0015125750796869397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129084974527359 + ], + "opposite_logprob_tokens": [ + -2.2379086017608643 + ], + "logprob_reward": -0.1129084974527359, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129084974527359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20859821140766144, + 0.17882029712200165, + 0.0767209455370903, + 0.11023461073637009, + 0.08586255460977554, + 0.039226848632097244, + 0.10804483294487, + 0.035533029586076736, + 0.06601129472255707, + 0.09094738215208054 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.1129084974527359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up slowly pans right, following the majestic drift of a massive jellyfish filling the foreground, its form evoked by the graceful, sinuous lines of Art Nouveau. The creature's massive, translucent bell is a deep, luminous crimson, adorned with intricate, swirling gold patterns that capture and refract the light within. From beneath the bell, a mane of countless hair-like tentacles emerges, each radiating a vibrant yellow bioluminescence, creating a mesmerizing, flowing mass. The creature traverses the indigo-blue depths, where currents are imagined as stylized, sweeping curves of water. Its body pulsates gently and rhythmically, a slow, deliberate contraction and expansion that propels it with serene grace as its finest tentacles delicately twitch, rubbing against invisible, shimmering particles in the water. The scene is illuminated almost entirely by the creature itself, creating a dramatic interplay of warm light and deep shadows that immerses the image in an atmosphere of hypnotic, otherworldly beauty and profound tranquility.", + "seed": 20124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000125/group_9/index_3804_seed_20124_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025104950298555195, + "vlm_logprob": -0.025104950298555195, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.025104950298555195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03336898237466812 + ], + "opposite_logprob_tokens": [ + -3.5333690643310547 + ], + "logprob_reward": -0.03336898237466812, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03336898237466812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0709182620048523, + 0.037682898342609406, + 0.019924668595194817, + 0.044411685317754745, + 0.45578014850616455, + 0.032049208879470825, + 0.04868502542376518, + 0.18126258254051208, + 0.06634638458490372, + 0.04293922707438469 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.03336898237466812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011835244949907064 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011835244949907064, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011835244949907064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09121073782444, + 0.11926554888486862, + 0.039263200014829636, + 0.05507668852806091, + 0.12169170379638672, + 0.03278205171227455, + 0.06299961358308792, + 0.19944609701633453, + 0.21527709066867828, + 0.06298726052045822 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0011835244949907064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010451575508341193 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010451575508341193, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010451575508341193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15279577672481537, + 0.06440527737140656, + 0.031179945915937424, + 0.06006719917058945, + 0.25657910108566284, + 0.05391421541571617, + 0.04137036204338074, + 0.0454149954020977, + 0.19675175845623016, + 0.09752137213945389 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0010451575508341193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009189196862280369 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.0009189196862280369, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009189196862280369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055942077189683914, + 0.09142734855413437, + 0.04213545471429825, + 0.12877030670642853, + 0.11751912534236908, + 0.02143235132098198, + 0.11932772397994995, + 0.188534677028656, + 0.10032009333372116, + 0.13459080457687378 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.0009189196862280369 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive jellyfish with a deep, luminous crimson bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish feature intricate, swirling gold patterns on its bell and a mane of yellow bioluminescent tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment the indigo-blue depths of water with stylized, sweeping curves representing currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jellyfish exhibit a slow, rhythmic pulsating motion where its body contracts and expands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900816738605499 + ], + "opposite_logprob_tokens": [ + -2.464008092880249 + ], + "logprob_reward": -0.08900816738605499, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900816738605499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043721701949834824, + 0.1110321506857872, + 0.03705444186925888, + 0.059404127299785614, + 0.14203590154647827, + 0.13294793665409088, + 0.11294905841350555, + 0.21429705619812012, + 0.09036295115947723, + 0.056194648146629333 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.08900816738605499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_tensor([5465, 5465])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_tensor([5465, 5465])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..be9bc4d81c7ca6e0a41a04751b15901c882d9226 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_tensor([5465, 5465])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, shot from a low angle, pans rapidly to the right, closely following a modern police car in classic black and white livery. Late in the night, amidst a torrential downpour, the car suddenly enters the frame from the left, speeding off to the right across a wide, tarmacked city street at breakneck speed. Its body, thoroughly drenched by the rain, its glossy surface reflecting everything around it. The red and blue police lights atop the car flash in a rapid, rhythmic pattern, casting a dazzling light across the slippery, mirror-like pavement and the facades of the towering buildings lining the street, creating a constantly chasing, shifting pattern of red and blue. The car's bright headlights pierce the rain, casting twin sharp beams of light, while its rapidly spinning wheels send up streams of shimmering water. In the background, the glow of the city's neon signs and streetlights blends into a patchwork of blurred reflections on the waterlogged road, contrasting with the scattered, warm yellow lights filtering through the windows of distant buildings. The main color tone of the entire picture is cold, dominated by the deep night and cold rain. Only the red and blue police lights and neon colors become jumping highlights, creating a strong sense of urgency, tense atmosphere and dynamic urban rainy night aesthetics.", + "seed": 19254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_5465_seed_19254_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03519062288105488, + "vlm_logprob": -0.03519062288105488, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.03519062288105488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03151443973183632 + ], + "opposite_logprob_tokens": [ + -3.5315144062042236 + ], + "logprob_reward": -0.03151443973183632, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03151443973183632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13578671216964722, + 0.11206451803445816, + 0.053639695048332214, + 0.16626815497875214, + 0.19021908938884735, + 0.17918382585048676, + 0.03728701174259186, + 0.04952634125947952, + 0.050998471677303314, + 0.02502611093223095 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.03151443973183632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983812429010868 + ], + "opposite_logprob_tokens": [ + -3.5298380851745605 + ], + "logprob_reward": -0.02983812429010868, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983812429010868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16703224182128906, + 0.026280874386429787, + 0.1985105574131012, + 0.1408219188451767, + 0.04621212184429169, + 0.0427786223590374, + 0.055161252617836, + 0.09139901399612427, + 0.15645723044872284, + 0.0753461942076683 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.02983812429010868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983083575963974 + ], + "opposite_logprob_tokens": [ + -3.5298309326171875 + ], + "logprob_reward": -0.02983083575963974, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983083575963974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18950127065181732, + 0.3067528307437897, + 0.04692034423351288, + 0.08630765229463577, + 0.06445568799972534, + 0.02340737357735634, + 0.02899952605366707, + 0.06154116988182068, + 0.13863885402679443, + 0.053475234657526016 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02983083575963974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497359111905098 + ], + "opposite_logprob_tokens": [ + -2.929973602294922 + ], + "logprob_reward": -0.05497359111905098, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497359111905098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3413621783256531, + 0.06417223811149597, + 0.16495078802108765, + 0.11628332734107971, + 0.056360505521297455, + 0.019111620262265205, + 0.03458600863814354, + 0.09024834632873535, + 0.07526926696300507, + 0.03765569254755974 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.05497359111905098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796123504638672 + ], + "opposite_logprob_tokens": [ + -3.5297961235046387 + ], + "logprob_reward": -0.029796123504638672, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796123504638672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079372838139534, + 0.09543083608150482, + 0.11705665290355682, + 0.1231614500284195, + 0.047647178173065186, + 0.038364820182323456, + 0.13705506920814514, + 0.05317900329828262, + 0.07674529403448105, + 0.23198693990707397 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.029796123504638672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, pans rapidly to the right, closely following a modern police car in classic black and white livery. Late in the night, amidst a torrential downpour, the car suddenly enters the frame from the left, speeding off to the right across a wide, tarmacked city street at breakneck speed. Its body, thoroughly drenched by the rain, its glossy surface reflecting everything around it. The red and blue police lights atop the car flash in a rapid, rhythmic pattern, casting a dazzling light across the slippery, mirror-like pavement and the facades of the towering buildings lining the street, creating a constantly chasing, shifting pattern of red and blue. The car's bright headlights pierce the rain, casting twin sharp beams of light, while its rapidly spinning wheels send up streams of shimmering water. In the background, the glow of the city's neon signs and streetlights blends into a patchwork of blurred reflections on the waterlogged road, contrasting with the scattered, warm yellow lights filtering through the windows of distant buildings. The main color tone of the entire picture is cold, dominated by the deep night and cold rain. Only the red and blue police lights and neon colors become jumping highlights, creating a strong sense of urgency, tense atmosphere and dynamic urban rainy night aesthetics.", + "seed": 19255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_5465_seed_19255_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03340298198163509, + "vlm_logprob": -0.03340298198163509, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03340298198163509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056632209569215775 + ], + "opposite_logprob_tokens": [ + -2.9316322803497314 + ], + "logprob_reward": -0.056632209569215775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056632209569215775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08005192875862122, + 0.07772015780210495, + 0.038476284593343735, + 0.074565090239048, + 0.17332518100738525, + 0.22233715653419495, + 0.14992231130599976, + 0.08592348545789719, + 0.06253264099359512, + 0.035145822912454605 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.056632209569215775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983291819691658 + ], + "opposite_logprob_tokens": [ + -3.5298328399658203 + ], + "logprob_reward": -0.02983291819691658, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983291819691658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052881449460983276, + 0.07263173162937164, + 0.0761488676071167, + 0.04335718974471092, + 0.07613290846347809, + 0.11191344261169434, + 0.21688425540924072, + 0.052561961114406586, + 0.2294713407754898, + 0.0680168867111206 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.02983291819691658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637510560452938 + ], + "opposite_logprob_tokens": [ + -3.6513750553131104 + ], + "logprob_reward": -0.02637510560452938, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637510560452938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05315636470913887, + 0.14152592420578003, + 0.06382514536380768, + 0.07738374173641205, + 0.07767966389656067, + 0.09266167134046555, + 0.10321183502674103, + 0.19628705084323883, + 0.13520514965057373, + 0.05906347930431366 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.02637510560452938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108889013528824 + ], + "opposite_logprob_tokens": [ + -3.2881088256835938 + ], + "logprob_reward": -0.038108889013528824, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108889013528824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06607937067747116, + 0.06217634677886963, + 0.030493784695863724, + 0.03944752365350723, + 0.29520806670188904, + 0.06956636160612106, + 0.10131657123565674, + 0.21336393058300018, + 0.061357028782367706, + 0.06099097058176994 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.038108889013528824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606578752398491 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.01606578752398491, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606578752398491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0791909322142601, + 0.07496365159749985, + 0.18602417409420013, + 0.07676039636135101, + 0.0672392025589943, + 0.10016056895256042, + 0.19440892338752747, + 0.07105070352554321, + 0.10217464715242386, + 0.04802684113383293 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.01606578752398491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, pans rapidly to the right, closely following a modern police car in classic black and white livery. Late in the night, amidst a torrential downpour, the car suddenly enters the frame from the left, speeding off to the right across a wide, tarmacked city street at breakneck speed. Its body, thoroughly drenched by the rain, its glossy surface reflecting everything around it. The red and blue police lights atop the car flash in a rapid, rhythmic pattern, casting a dazzling light across the slippery, mirror-like pavement and the facades of the towering buildings lining the street, creating a constantly chasing, shifting pattern of red and blue. The car's bright headlights pierce the rain, casting twin sharp beams of light, while its rapidly spinning wheels send up streams of shimmering water. In the background, the glow of the city's neon signs and streetlights blends into a patchwork of blurred reflections on the waterlogged road, contrasting with the scattered, warm yellow lights filtering through the windows of distant buildings. The main color tone of the entire picture is cold, dominated by the deep night and cold rain. Only the red and blue police lights and neon colors become jumping highlights, creating a strong sense of urgency, tense atmosphere and dynamic urban rainy night aesthetics.", + "seed": 19256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_5465_seed_19256_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03520870786160231, + "vlm_logprob": -0.03520870786160231, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03520870786160231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07192141562700272 + ], + "opposite_logprob_tokens": [ + -2.6969213485717773 + ], + "logprob_reward": -0.07192141562700272, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07192141562700272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09378727525472641, + 0.08527739346027374, + 0.06021680682897568, + 0.29695847630500793, + 0.13483746349811554, + 0.05117117241024971, + 0.048224300146102905, + 0.12377212196588516, + 0.05862658470869064, + 0.047128334641456604 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.07192141562700272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374166786670685 + ], + "opposite_logprob_tokens": [ + -3.4087417125701904 + ], + "logprob_reward": -0.03374166786670685, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374166786670685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11076491326093674, + 0.07434078305959702, + 0.08074384182691574, + 0.07643783837556839, + 0.07357645779848099, + 0.13976776599884033, + 0.08682672679424286, + 0.2349623143672943, + 0.0480792261660099, + 0.07450012862682343 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.03374166786670685 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378706097602844 + ], + "opposite_logprob_tokens": [ + -3.651378631591797 + ], + "logprob_reward": -0.026378706097602844, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378706097602844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2221149206161499, + 0.1903310865163803, + 0.09127995371818542, + 0.10320422798395157, + 0.05351732671260834, + 0.045560095459222794, + 0.10167913883924484, + 0.09241333603858948, + 0.049663569778203964, + 0.05023635923862457 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026378706097602844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204584993422031 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204584993422031, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204584993422031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20022636651992798, + 0.14841848611831665, + 0.11707620322704315, + 0.06419123709201813, + 0.03790334612131119, + 0.05183379352092743, + 0.040525130927562714, + 0.12218310683965683, + 0.09431929141283035, + 0.12332307547330856 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014204584993422031 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797164723277092 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.029797164723277092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797164723277092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06183788552880287, + 0.0652872771024704, + 0.06574154645204544, + 0.038685522973537445, + 0.07825871556997299, + 0.09580843150615692, + 0.2081800103187561, + 0.3227947950363159, + 0.026646075770258904, + 0.03675975650548935 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.029797164723277092 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, pans rapidly to the right, closely following a modern police car in classic black and white livery. Late in the night, amidst a torrential downpour, the car suddenly enters the frame from the left, speeding off to the right across a wide, tarmacked city street at breakneck speed. Its body, thoroughly drenched by the rain, its glossy surface reflecting everything around it. The red and blue police lights atop the car flash in a rapid, rhythmic pattern, casting a dazzling light across the slippery, mirror-like pavement and the facades of the towering buildings lining the street, creating a constantly chasing, shifting pattern of red and blue. The car's bright headlights pierce the rain, casting twin sharp beams of light, while its rapidly spinning wheels send up streams of shimmering water. In the background, the glow of the city's neon signs and streetlights blends into a patchwork of blurred reflections on the waterlogged road, contrasting with the scattered, warm yellow lights filtering through the windows of distant buildings. The main color tone of the entire picture is cold, dominated by the deep night and cold rain. Only the red and blue police lights and neon colors become jumping highlights, creating a strong sense of urgency, tense atmosphere and dynamic urban rainy night aesthetics.", + "seed": 19257, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_0/index_5465_seed_19257_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1285899143666029, + "vlm_logprob": -0.1285899143666029, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.1285899143666029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11476051807403564 + ], + "opposite_logprob_tokens": [ + -2.239760398864746 + ], + "logprob_reward": -0.11476051807403564, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11476051807403564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3109995126724243, + 0.1393018662929535, + 0.11148978769779205, + 0.11560364067554474, + 0.09846889972686768, + 0.03493558242917061, + 0.0672086626291275, + 0.04658805951476097, + 0.03197165206074715, + 0.04343235492706299 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.11476051807403564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0431024506688118 + ], + "opposite_logprob_tokens": [ + -3.168102502822876 + ], + "logprob_reward": -0.0431024506688118, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0431024506688118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18093617260456085, + 0.09082777053117752, + 0.0672726258635521, + 0.06904507428407669, + 0.08529191464185715, + 0.08064325153827667, + 0.0705064907670021, + 0.08528720587491989, + 0.16530103981494904, + 0.10488848388195038 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0431024506688118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298287533223629 + ], + "opposite_logprob_tokens": [ + -3.5298287868499756 + ], + "logprob_reward": -0.0298287533223629, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298287533223629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37317749857902527, + 0.08282497525215149, + 0.040669411420822144, + 0.031037235632538795, + 0.07062391191720963, + 0.03852185234427452, + 0.07418274134397507, + 0.07069122046232224, + 0.029656896367669106, + 0.18861430883407593 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0298287533223629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289138615131378 + ], + "opposite_logprob_tokens": [ + -1.0539138317108154 + ], + "logprob_reward": -0.4289138615131378, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289138615131378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22965875267982483, + 0.21782371401786804, + 0.06038499251008034, + 0.03727291524410248, + 0.031449563801288605, + 0.04251319542527199, + 0.13920502364635468, + 0.05453919619321823, + 0.035841476172208786, + 0.15131115913391113 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.4289138615131378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern police car with classic black and white livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car enter from the left and speed off to the right across a wide tarmacked city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are red and blue police lights flashing on the car in a rapid, rhythmic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set late at night during a torrential downpour with a low-angle camera shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan rapidly to the right while closely following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634398825466633 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634398825466633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634398825466633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10920533537864685, + 0.057801421731710434, + 0.022197917103767395, + 0.08560306578874588, + 0.0542893186211586, + 0.10058601945638657, + 0.04802863672375679, + 0.13937780261039734, + 0.02179073356091976, + 0.36111971735954285 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.02634398825466633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_tensor([4117, 4117])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_tensor([4117, 4117])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..44f90d6a98b0348c2622bc014ac5e2b48e280bf1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_tensor([4117, 4117])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, shot from above, begins in a medium shot and slowly advances as the action unfolds. Against a deep, nearly black void, countless golden points of light, radiating incandescent energy, appear out of thin air, like tiny stars. Pulled by an invisible force, they rapidly converge into a rapidly rotating counterclockwise vortex of energy, each particle trailing a dazzling trail of light. As the camera zooms in, this luminous vortex violently contracts inward, its particles colliding and merging to become increasingly dazzling, their light transitioning from brilliant white to a deep amber. At the vortex's core, the outline of a solid, powerful fist begins to coalesce. The fingers are first defined, then swiftly and decisively curled inward and clenched, ultimately forming a fist as if forged from molten gold. The fist's muscles are sharply defined, its knuckles sharp with tension, and visible energy lines flow across its smooth, metallic surface. The last few stray light particles were completely absorbed into the fist, and the entire form completely solidified, hovering steadily in the center of the picture, emitting an awe-inspiring glow. The entire scene was filled with an epic and majestic atmosphere of power transitioning from chaos to order.", + "seed": 11488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_4117_seed_11488_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0617414440959692, + "vlm_logprob": -0.0617414440959692, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.0617414440959692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1434621661901474 + ], + "opposite_logprob_tokens": [ + -2.0184621810913086 + ], + "logprob_reward": -0.1434621661901474, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1434621661901474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1056368425488472, + 0.11541303247213364, + 0.06090589612722397, + 0.017941029742360115, + 0.3058318793773651, + 0.0979800596833229, + 0.06833911687135696, + 0.04459354281425476, + 0.14167077839374542, + 0.04168771579861641 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.1434621661901474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599357783794403 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599357783794403, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599357783794403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11880816519260406, + 0.05821407213807106, + 0.09737089276313782, + 0.050752904266119, + 0.3838806748390198, + 0.03910664841532707, + 0.0320349782705307, + 0.08288419246673584, + 0.07444211840629578, + 0.06250529736280441 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.020599357783794403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000447809696198 + ], + "opposite_logprob_tokens": [ + -2.695004463195801 + ], + "logprob_reward": -0.07000447809696198, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000447809696198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06526672095060349, + 0.030254121869802475, + 0.06453841179609299, + 0.04349846765398979, + 0.33203938603401184, + 0.03662588447332382, + 0.04675351828336716, + 0.19422464072704315, + 0.15929695963859558, + 0.02750195562839508 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.07000447809696198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16225364804267883, + 0.053127460181713104, + 0.15349501371383667, + 0.06305637210607529, + 0.18959058821201324, + 0.07009974867105484, + 0.06867063790559769, + 0.11805108934640884, + 0.07004675269126892, + 0.05160870403051376 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.00463874451816082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700024738907814 + ], + "opposite_logprob_tokens": [ + -2.695002555847168 + ], + "logprob_reward": -0.0700024738907814, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700024738907814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08787120133638382, + 0.0517844595015049, + 0.06123577058315277, + 0.046387601643800735, + 0.23511795699596405, + 0.06179075315594673, + 0.08399436622858047, + 0.1669648289680481, + 0.050263725221157074, + 0.15458936989307404 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0700024738907814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from above, begins in a medium shot and slowly advances as the action unfolds. Against a deep, nearly black void, countless golden points of light, radiating incandescent energy, appear out of thin air, like tiny stars. Pulled by an invisible force, they rapidly converge into a rapidly rotating counterclockwise vortex of energy, each particle trailing a dazzling trail of light. As the camera zooms in, this luminous vortex violently contracts inward, its particles colliding and merging to become increasingly dazzling, their light transitioning from brilliant white to a deep amber. At the vortex's core, the outline of a solid, powerful fist begins to coalesce. The fingers are first defined, then swiftly and decisively curled inward and clenched, ultimately forming a fist as if forged from molten gold. The fist's muscles are sharply defined, its knuckles sharp with tension, and visible energy lines flow across its smooth, metallic surface. The last few stray light particles were completely absorbed into the fist, and the entire form completely solidified, hovering steadily in the center of the picture, emitting an awe-inspiring glow. The entire scene was filled with an epic and majestic atmosphere of power transitioning from chaos to order.", + "seed": 11489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_4117_seed_11489_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07460868116468192, + "vlm_logprob": -0.07460868116468192, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.07460868116468192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12727510929107666 + ], + "opposite_logprob_tokens": [ + -2.127274990081787 + ], + "logprob_reward": -0.12727510929107666, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12727510929107666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10366374999284744, + 0.0446472093462944, + 0.49184897541999817, + 0.045403629541397095, + 0.024985183030366898, + 0.13589200377464294, + 0.016444163396954536, + 0.05618029832839966, + 0.038930993527173996, + 0.04200368374586105 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.12727510929107666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088653467595577 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088653467595577, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088653467595577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19485516846179962, + 0.043166372925043106, + 0.12943628430366516, + 0.06786458939313889, + 0.05046534165740013, + 0.05994340404868126, + 0.05389004200696945, + 0.25482988357543945, + 0.03864939138293266, + 0.10689952224493027 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.011088653467595577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537237256765366 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537237256765366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537237256765366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08607253432273865, + 0.047658368945121765, + 0.11397591978311539, + 0.1683727502822876, + 0.07487764954566956, + 0.09715510159730911, + 0.09243074059486389, + 0.2412915825843811, + 0.05419206991791725, + 0.023973289877176285 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.012537237256765366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205828920006752 + ], + "opposite_logprob_tokens": [ + -3.895582914352417 + ], + "logprob_reward": -0.0205828920006752, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205828920006752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0996103584766388, + 0.03928500786423683, + 0.10706428438425064, + 0.03868969902396202, + 0.0959676057100296, + 0.07867632061243057, + 0.03260762244462967, + 0.3422224223613739, + 0.04253438860177994, + 0.12334230542182922 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.0205828920006752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155951380729675 + ], + "opposite_logprob_tokens": [ + -1.7015595436096191 + ], + "logprob_reward": -0.20155951380729675, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155951380729675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09297685325145721, + 0.04379906877875328, + 0.05742977187037468, + 0.06343825161457062, + 0.04826914146542549, + 0.07385239005088806, + 0.1109546571969986, + 0.24577660858631134, + 0.044013746082782745, + 0.2194894701242447 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.20155951380729675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from above, begins in a medium shot and slowly advances as the action unfolds. Against a deep, nearly black void, countless golden points of light, radiating incandescent energy, appear out of thin air, like tiny stars. Pulled by an invisible force, they rapidly converge into a rapidly rotating counterclockwise vortex of energy, each particle trailing a dazzling trail of light. As the camera zooms in, this luminous vortex violently contracts inward, its particles colliding and merging to become increasingly dazzling, their light transitioning from brilliant white to a deep amber. At the vortex's core, the outline of a solid, powerful fist begins to coalesce. The fingers are first defined, then swiftly and decisively curled inward and clenched, ultimately forming a fist as if forged from molten gold. The fist's muscles are sharply defined, its knuckles sharp with tension, and visible energy lines flow across its smooth, metallic surface. The last few stray light particles were completely absorbed into the fist, and the entire form completely solidified, hovering steadily in the center of the picture, emitting an awe-inspiring glow. The entire scene was filled with an epic and majestic atmosphere of power transitioning from chaos to order.", + "seed": 11490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_4117_seed_11490_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03607717249542475, + "vlm_logprob": -0.03607717249542475, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03607717249542475, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07027031481266022 + ], + "opposite_logprob_tokens": [ + -2.695270299911499 + ], + "logprob_reward": -0.07027031481266022, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07027031481266022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12927742302417755, + 0.0797225758433342, + 0.1135399341583252, + 0.08775245398283005, + 0.042105816304683685, + 0.16078992187976837, + 0.09411805868148804, + 0.05766823887825012, + 0.15702201426029205, + 0.07800352573394775 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.07027031481266022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216454699635506 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216454699635506, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216454699635506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11202842742204666, + 0.11331307888031006, + 0.19514872133731842, + 0.05937464162707329, + 0.013781489804387093, + 0.07268787920475006, + 0.0623999759554863, + 0.03613811731338501, + 0.13433244824409485, + 0.2007952332496643 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.014216454699635506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305129498243332 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.04305129498243332, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305129498243332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02658005617558956, + 0.11476095020771027, + 0.035215768963098526, + 0.04762370139360428, + 0.02647867612540722, + 0.24596157670021057, + 0.05424893647432327, + 0.01775793731212616, + 0.016902368515729904, + 0.41447001695632935 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.04305129498243332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785539470613003 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785539470613003, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785539470613003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15128681063652039, + 0.045895665884017944, + 0.05378371477127075, + 0.033923111855983734, + 0.05005532503128052, + 0.3533129096031189, + 0.073809914290905, + 0.05192652344703674, + 0.13612917065620422, + 0.0498768575489521 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.009785539470613003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306225851178169 + ], + "opposite_logprob_tokens": [ + -3.168062210083008 + ], + "logprob_reward": -0.04306225851178169, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306225851178169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04584398865699768, + 0.03402818366885185, + 0.10711193829774857, + 0.028707996010780334, + 0.026377255097031593, + 0.3040533661842346, + 0.11969005316495895, + 0.03916903957724571, + 0.19540829956531525, + 0.09960993379354477 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.04306225851178169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from above, begins in a medium shot and slowly advances as the action unfolds. Against a deep, nearly black void, countless golden points of light, radiating incandescent energy, appear out of thin air, like tiny stars. Pulled by an invisible force, they rapidly converge into a rapidly rotating counterclockwise vortex of energy, each particle trailing a dazzling trail of light. As the camera zooms in, this luminous vortex violently contracts inward, its particles colliding and merging to become increasingly dazzling, their light transitioning from brilliant white to a deep amber. At the vortex's core, the outline of a solid, powerful fist begins to coalesce. The fingers are first defined, then swiftly and decisively curled inward and clenched, ultimately forming a fist as if forged from molten gold. The fist's muscles are sharply defined, its knuckles sharp with tension, and visible energy lines flow across its smooth, metallic surface. The last few stray light particles were completely absorbed into the fist, and the entire form completely solidified, hovering steadily in the center of the picture, emitting an awe-inspiring glow. The entire scene was filled with an epic and majestic atmosphere of power transitioning from chaos to order.", + "seed": 11491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_1/index_4117_seed_11491_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11304619461297989, + "vlm_logprob": -0.11304619461297989, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.11304619461297989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2815641760826111 + ], + "opposite_logprob_tokens": [ + -1.4065642356872559 + ], + "logprob_reward": -0.2815641760826111, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2815641760826111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23808974027633667, + 0.08047456294298172, + 0.05527874454855919, + 0.06507357954978943, + 0.04886836186051369, + 0.08473564684391022, + 0.28960299491882324, + 0.048731278628110886, + 0.05301506444811821, + 0.036130085587501526 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.2815641760826111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209896981716156 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.018209896981716156, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209896981716156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03975426405668259, + 0.03236445412039757, + 0.19805477559566498, + 0.030617745593190193, + 0.03845774382352829, + 0.06514380872249603, + 0.433316171169281, + 0.029980916529893875, + 0.027745526283979416, + 0.10456449538469315 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.018209896981716156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890311747789383 + ], + "opposite_logprob_tokens": [ + -2.464031219482422 + ], + "logprob_reward": -0.0890311747789383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890311747789383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16903914511203766, + 0.05481899529695511, + 0.1040235236287117, + 0.12121877819299698, + 0.037572652101516724, + 0.08628032356500626, + 0.2785208225250244, + 0.03193408623337746, + 0.04436838999390602, + 0.07222332805395126 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0890311747789383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073763370513916 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073763370513916, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073763370513916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12185666710138321, + 0.032057952135801315, + 0.1256045401096344, + 0.05739191919565201, + 0.05503896251320839, + 0.03664840757846832, + 0.20545987784862518, + 0.05796630680561066, + 0.03617643192410469, + 0.27179890871047974 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.016073763370513916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set against a deep, nearly black void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless golden points of light appear and converge into a rapidly rotating counterclockwise vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start in a medium shot and slowly advance (zoom in) as the action unfolds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light particles transition from brilliant white to a deep amber while forming a solid fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final form appear as a solid, metallic fist with sharply defined muscles and visible energy lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035196185112 + ], + "opposite_logprob_tokens": [ + -1.9103519916534424 + ], + "logprob_reward": -0.16035196185112, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035196185112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027037255465984344, + 0.011155960150063038, + 0.04007725790143013, + 0.023356137797236443, + 0.01373771671205759, + 0.17086747288703918, + 0.3380398750305176, + 0.06695345789194107, + 0.09301348775625229, + 0.2157614380121231 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.16035196185112 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_tensor([9686, 9686])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_tensor([9686, 9686])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7af20ac0bfffca2dc67fdc4b08f70c85f490dc73 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_tensor([9686, 9686])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from an upward angle, slowly and steadily pans forward, focusing on an ancient soldier perched atop a desolate mountain ridge. Beside him stands a weathered beacon tower, constructed of massive stone blocks, its surface covered in cracks and moss, a silent witness to the howling wind. The soldier's long, black hair is tied back, strands whipping wildly against his weathered face in the biting wind. He wears a suit of worn, dark iron scale armor, its plates scarred by past battles. The hem of his dark, coarse linen tabard flaps violently in the wind. His feet, firmly planted on the rough ground, he draws a massive longbow made of dark, knotty wood with controlled force, the bow creaking mournfully under the immense tension. As the bowstring is drawn to his cheek, the muscles of his arms and back visibly tense beneath his armor, making him look like a statue poised for action. His brow furrowed, his lips pursed, his eyes narrowed in the gusting wind, but his cold, resolute gaze, sharp as an eagle's, fixed its gaze firmly on an invisible target beyond the camera. In the sky, thick, dark clouds rolled rapidly, and the pale, setting sun struggled to cast a faint, cold light, painting the entire scene with a dominant gray-blue hue. The light outlined the cold metal contours of the armor and the rough texture of the rocks, creating an epic atmosphere of loneliness, awe, and resolute will.", + "seed": 32974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_9686_seed_32974_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05050477739423513, + "vlm_logprob": -0.05050477739423513, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05050477739423513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03488019108772278 + ], + "opposite_logprob_tokens": [ + -3.4098801612854004 + ], + "logprob_reward": -0.03488019108772278, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03488019108772278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843261420726776, + 0.11018326878547668, + 0.0691482275724411, + 0.07837105542421341, + 0.12192120403051376, + 0.2051592618227005, + 0.0826256051659584, + 0.05604100227355957, + 0.059869185090065, + 0.03235509246587753 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03488019108772278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706169575452805 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.033706169575452805, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706169575452805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17008912563323975, + 0.06844352930784225, + 0.03771461918950081, + 0.05838553607463837, + 0.06639638543128967, + 0.13524648547172546, + 0.08506709337234497, + 0.18422484397888184, + 0.14337211847305298, + 0.051060277968645096 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.033706169575452805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1175280213356018, + 0.09989161044359207, + 0.06025588512420654, + 0.1617426723241806, + 0.06179463118314743, + 0.1468609869480133, + 0.164137601852417, + 0.050944820046424866, + 0.09244944155216217, + 0.044394347816705704 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540886178612709 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540886178612709, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540886178612709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11716002225875854, + 0.05981355905532837, + 0.03552117198705673, + 0.037573233246803284, + 0.0559878870844841, + 0.5341783165931702, + 0.049375567585229874, + 0.021950120106339455, + 0.04258474335074425, + 0.04585539549589157 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012540886178612709 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603211909532547 + ], + "opposite_logprob_tokens": [ + -1.9103212356567383 + ], + "logprob_reward": -0.1603211909532547, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603211909532547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17083404958248138, + 0.10984723269939423, + 0.07070040702819824, + 0.11778587847948074, + 0.09259120374917984, + 0.16134591400623322, + 0.088759645819664, + 0.07638835906982422, + 0.04312767833471298, + 0.06861960142850876 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.1603211909532547 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, slowly and steadily pans forward, focusing on an ancient soldier perched atop a desolate mountain ridge. Beside him stands a weathered beacon tower, constructed of massive stone blocks, its surface covered in cracks and moss, a silent witness to the howling wind. The soldier's long, black hair is tied back, strands whipping wildly against his weathered face in the biting wind. He wears a suit of worn, dark iron scale armor, its plates scarred by past battles. The hem of his dark, coarse linen tabard flaps violently in the wind. His feet, firmly planted on the rough ground, he draws a massive longbow made of dark, knotty wood with controlled force, the bow creaking mournfully under the immense tension. As the bowstring is drawn to his cheek, the muscles of his arms and back visibly tense beneath his armor, making him look like a statue poised for action. His brow furrowed, his lips pursed, his eyes narrowed in the gusting wind, but his cold, resolute gaze, sharp as an eagle's, fixed its gaze firmly on an invisible target beyond the camera. In the sky, thick, dark clouds rolled rapidly, and the pale, setting sun struggled to cast a faint, cold light, painting the entire scene with a dominant gray-blue hue. The light outlined the cold metal contours of the armor and the rough texture of the rocks, creating an epic atmosphere of loneliness, awe, and resolute will.", + "seed": 32975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_9686_seed_32975_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028577084140852093, + "vlm_logprob": -0.028577084140852093, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.028577084140852093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026972411200404167 + ], + "opposite_logprob_tokens": [ + -3.6519722938537598 + ], + "logprob_reward": -0.026972411200404167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026972411200404167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2776147127151489, + 0.05000721290707588, + 0.051861729472875595, + 0.05734658241271973, + 0.24684379994869232, + 0.11862679570913315, + 0.05936300382018089, + 0.057191118597984314, + 0.04296674579381943, + 0.03817824274301529 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.026972411200404167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380968414247036 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.0380968414247036, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380968414247036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16129931807518005, + 0.1255265176296234, + 0.03046150505542755, + 0.04403082653880119, + 0.2697218358516693, + 0.055485356599092484, + 0.07726476341485977, + 0.05036117136478424, + 0.07141318172216415, + 0.11443554610013962 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0380968414247036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3895336091518402, + 0.0797465518116951, + 0.02535151317715645, + 0.037166107445955276, + 0.21293827891349792, + 0.04242399334907532, + 0.03952499479055405, + 0.059666428714990616, + 0.05289258807897568, + 0.06075596436858177 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031901916954666376 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031901916954666376, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031901916954666376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15183515846729279, + 0.15038137137889862, + 0.09405402094125748, + 0.15923728048801422, + 0.1091168224811554, + 0.05506452918052673, + 0.05107805132865906, + 0.08987579494714737, + 0.07219505310058594, + 0.06716196984052658 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0031901916954666376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998924911022186 + ], + "opposite_logprob_tokens": [ + -2.6949892044067383 + ], + "logprob_reward": -0.06998924911022186, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998924911022186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5317354798316956, + 0.07719506323337555, + 0.049655262380838394, + 0.05079660564661026, + 0.08674349635839462, + 0.04151551425457001, + 0.04885532706975937, + 0.05777281895279884, + 0.03152569383382797, + 0.02420477569103241 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06998924911022186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, slowly and steadily pans forward, focusing on an ancient soldier perched atop a desolate mountain ridge. Beside him stands a weathered beacon tower, constructed of massive stone blocks, its surface covered in cracks and moss, a silent witness to the howling wind. The soldier's long, black hair is tied back, strands whipping wildly against his weathered face in the biting wind. He wears a suit of worn, dark iron scale armor, its plates scarred by past battles. The hem of his dark, coarse linen tabard flaps violently in the wind. His feet, firmly planted on the rough ground, he draws a massive longbow made of dark, knotty wood with controlled force, the bow creaking mournfully under the immense tension. As the bowstring is drawn to his cheek, the muscles of his arms and back visibly tense beneath his armor, making him look like a statue poised for action. His brow furrowed, his lips pursed, his eyes narrowed in the gusting wind, but his cold, resolute gaze, sharp as an eagle's, fixed its gaze firmly on an invisible target beyond the camera. In the sky, thick, dark clouds rolled rapidly, and the pale, setting sun struggled to cast a faint, cold light, painting the entire scene with a dominant gray-blue hue. The light outlined the cold metal contours of the armor and the rough texture of the rocks, creating an epic atmosphere of loneliness, awe, and resolute will.", + "seed": 32976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_9686_seed_32976_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02438887394964695, + "vlm_logprob": -0.02438887394964695, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02438887394964695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011888602748513222 + ], + "opposite_logprob_tokens": [ + -4.51188850402832 + ], + "logprob_reward": -0.011888602748513222, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011888602748513222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4499664306640625, + 0.04727355018258095, + 0.02859542705118656, + 0.04789081588387489, + 0.09718026220798492, + 0.062330588698387146, + 0.02464701421558857, + 0.1312767118215561, + 0.05629155784845352, + 0.05454769730567932 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.011888602748513222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810705617070198 + ], + "opposite_logprob_tokens": [ + -3.28810715675354 + ], + "logprob_reward": -0.03810705617070198, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810705617070198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22427992522716522, + 0.03826010227203369, + 0.037790946662425995, + 0.0338648222386837, + 0.14703671634197235, + 0.05120169371366501, + 0.052276384085416794, + 0.2132267951965332, + 0.09606945514678955, + 0.10599318891763687 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03810705617070198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067374915815889835 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.0067374915815889835, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067374915815889835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09648897498846054, + 0.05911605805158615, + 0.035870667546987534, + 0.05824246257543564, + 0.07211106270551682, + 0.039622996002435684, + 0.04661313071846962, + 0.2562759518623352, + 0.07234206050634384, + 0.26331663131713867 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0067374915815889835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3010905683040619, + 0.17834629118442535, + 0.053591739386320114, + 0.07680927217006683, + 0.03792755305767059, + 0.016122184693813324, + 0.028522249311208725, + 0.09660477191209793, + 0.04659232497215271, + 0.16439302265644073 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0031916177831590176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062019601464271545 + ], + "opposite_logprob_tokens": [ + -2.8120195865631104 + ], + "logprob_reward": -0.062019601464271545, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062019601464271545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10978660732507706, + 0.06124536693096161, + 0.05063039809465408, + 0.058128051459789276, + 0.159717857837677, + 0.06056786701083183, + 0.04886343702673912, + 0.16765813529491425, + 0.21543315052986145, + 0.06796908378601074 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.062019601464271545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, slowly and steadily pans forward, focusing on an ancient soldier perched atop a desolate mountain ridge. Beside him stands a weathered beacon tower, constructed of massive stone blocks, its surface covered in cracks and moss, a silent witness to the howling wind. The soldier's long, black hair is tied back, strands whipping wildly against his weathered face in the biting wind. He wears a suit of worn, dark iron scale armor, its plates scarred by past battles. The hem of his dark, coarse linen tabard flaps violently in the wind. His feet, firmly planted on the rough ground, he draws a massive longbow made of dark, knotty wood with controlled force, the bow creaking mournfully under the immense tension. As the bowstring is drawn to his cheek, the muscles of his arms and back visibly tense beneath his armor, making him look like a statue poised for action. His brow furrowed, his lips pursed, his eyes narrowed in the gusting wind, but his cold, resolute gaze, sharp as an eagle's, fixed its gaze firmly on an invisible target beyond the camera. In the sky, thick, dark clouds rolled rapidly, and the pale, setting sun struggled to cast a faint, cold light, painting the entire scene with a dominant gray-blue hue. The light outlined the cold metal contours of the armor and the rough texture of the rocks, creating an epic atmosphere of loneliness, awe, and resolute will.", + "seed": 32977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_10/index_9686_seed_32977_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.036869080271571875, + "vlm_logprob": -0.036869080271571875, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.036869080271571875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023999307304620743 + ], + "opposite_logprob_tokens": [ + -3.7739992141723633 + ], + "logprob_reward": -0.023999307304620743, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023999307304620743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40235427021980286, + 0.1164567768573761, + 0.07431458681821823, + 0.05244261771440506, + 0.06575208902359009, + 0.05523009970784187, + 0.04101688787341118, + 0.1293116956949234, + 0.04228180646896362, + 0.020839130505919456 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023999307304620743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104988634586334 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.038104988634586334, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104988634586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11667415499687195, + 0.15582731366157532, + 0.10414884984493256, + 0.19509132206439972, + 0.10804801434278488, + 0.055134572088718414, + 0.05288214981555939, + 0.0717792883515358, + 0.08040550351142883, + 0.060008835047483444 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.038104988634586334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10667422413825989, + 0.17329299449920654, + 0.05480409786105156, + 0.1963750272989273, + 0.10751668363809586, + 0.04924800619482994, + 0.06653761863708496, + 0.08774702996015549, + 0.04732672497630119, + 0.11047764122486115 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.005252727307379246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092770162969828 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092770162969828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092770162969828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11964747309684753, + 0.15052065253257751, + 0.4112676680088043, + 0.07044176757335663, + 0.06720837205648422, + 0.042755626142024994, + 0.03196039795875549, + 0.0413391999900341, + 0.039356548339128494, + 0.02550232596695423 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004092770162969828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a desolate mountain ridge with a weathered beacon tower made of massive stone blocks nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing dark iron scale armor and a dark coarse linen tabard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the soldier drawing a massive longbow made of dark knotty wood with the string pulled to his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with thick dark clouds and a pale setting sun casting a dominant gray-blue hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle and slowly panning forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289560794830322 + ], + "opposite_logprob_tokens": [ + -2.2378954887390137 + ], + "logprob_reward": -0.11289560794830322, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289560794830322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1469370275735855, + 0.11126852035522461, + 0.16299490630626678, + 0.10595058649778366, + 0.059443652629852295, + 0.1532301902770996, + 0.14287501573562622, + 0.04193601757287979, + 0.058124758303165436, + 0.017239326611161232 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.11289560794830322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_tensor([6739, 6739])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_tensor([6739, 6739])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb4e7ee9b02e27a9a4c8af99d1512b86536c7875 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_tensor([6739, 6739])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic overhead shot, beginning with a close-up of the eagle and smoothly zooming out as it moves, captures a majestic eagle perched atop the desolate, windswept summit of a towering mountain. Its snow-white head feathers, piercing, focused golden eyes, and a massive, hooked yellow beak gleam with a cool sheen in the first golden rays of morning sunlight. Its deep brown body is layered with feathers, and its powerful yellow talons grip a ridged, granite rock, shrouded in lingering snow. Behind it, a vast panorama of jagged, snow-capped peaks stretches to the horizon, while wisps of morning mist curl through the valley. After a moment of stillness, the eagle's body suddenly tensed, and then with an explosive yet extremely calm movement, it spread its wide wings steadily and powerfully. The camera then zoomed out to fully display its amazing wingspan. Each main flight feather was outlined with a golden edge in the backlight, as if declaring its sovereignty over the sky. The whole picture was filled with a tranquil atmosphere of majesty, freedom and untamed natural power.", + "seed": 4789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_6739_seed_4789_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17722864164970814, + "vlm_logprob": -0.17722864164970814, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.17722864164970814, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024463796988129616 + ], + "opposite_logprob_tokens": [ + -3.7744638919830322 + ], + "logprob_reward": -0.024463796988129616, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024463796988129616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678808569908142, + 0.1082606390118599, + 0.1267838329076767, + 0.10011309385299683, + 0.044587623327970505, + 0.05420850217342377, + 0.029093502089381218, + 0.0705791786313057, + 0.13516521453857422, + 0.06332756578922272 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.024463796988129616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798052720725536 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798052720725536, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798052720725536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24302925169467926, + 0.19635672867298126, + 0.10091672837734222, + 0.0753513053059578, + 0.07052268832921982, + 0.024148734286427498, + 0.0211113803088665, + 0.05768077075481415, + 0.11605574935674667, + 0.09482665359973907 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009798052720725536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024895647075027227 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024895647075027227, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024895647075027227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2879005968570709, + 0.11149486899375916, + 0.0801987275481224, + 0.03271888568997383, + 0.2718961536884308, + 0.04505375027656555, + 0.022064756602048874, + 0.015316056087613106, + 0.08742140978574753, + 0.04593479260802269 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0024895647075027227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328166924417019 + ], + "opposite_logprob_tokens": [ + -3.7732815742492676 + ], + "logprob_reward": -0.02328166924417019, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328166924417019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13098417222499847, + 0.06061822548508644, + 0.07032648473978043, + 0.05117790773510933, + 0.06621983647346497, + 0.0690554678440094, + 0.061393726617097855, + 0.09527783840894699, + 0.25884246826171875, + 0.13610386848449707 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02328166924417019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261101245880127 + ], + "opposite_logprob_tokens": [ + -0.5761101245880127 + ], + "logprob_reward": -0.8261101245880127, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261101245880127, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22405213117599487, + 0.08634910732507706, + 0.041188985109329224, + 0.046431444585323334, + 0.22320660948753357, + 0.07911913096904755, + 0.06453613191843033, + 0.027669474482536316, + 0.1004524752497673, + 0.10699447244405746 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.8261101245880127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An epic overhead shot, beginning with a close-up of the eagle and smoothly zooming out as it moves, captures a majestic eagle perched atop the desolate, windswept summit of a towering mountain. Its snow-white head feathers, piercing, focused golden eyes, and a massive, hooked yellow beak gleam with a cool sheen in the first golden rays of morning sunlight. Its deep brown body is layered with feathers, and its powerful yellow talons grip a ridged, granite rock, shrouded in lingering snow. Behind it, a vast panorama of jagged, snow-capped peaks stretches to the horizon, while wisps of morning mist curl through the valley. After a moment of stillness, the eagle's body suddenly tensed, and then with an explosive yet extremely calm movement, it spread its wide wings steadily and powerfully. The camera then zoomed out to fully display its amazing wingspan. Each main flight feather was outlined with a golden edge in the backlight, as if declaring its sovereignty over the sky. The whole picture was filled with a tranquil atmosphere of majesty, freedom and untamed natural power.", + "seed": 4790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_6739_seed_4790_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10654321815818549, + "vlm_logprob": -0.10654321815818549, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.10654321815818549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34936678409576416 + ], + "opposite_logprob_tokens": [ + -1.2243667840957642 + ], + "logprob_reward": -0.34936678409576416, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34936678409576416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09469514340162277, + 0.04361528530716896, + 0.1995348334312439, + 0.07049287855625153, + 0.0934070572257042, + 0.08820358663797379, + 0.03426336869597435, + 0.14798228442668915, + 0.08433443307876587, + 0.14347109198570251 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.34936678409576416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004015892744064 + ], + "opposite_logprob_tokens": [ + -2.695040225982666 + ], + "logprob_reward": -0.07004015892744064, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004015892744064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24071981012821198, + 0.3995203375816345, + 0.04980320855975151, + 0.014782038517296314, + 0.03042004629969597, + 0.09871164709329605, + 0.04054762050509453, + 0.05368620529770851, + 0.028069209307432175, + 0.043739862740039825 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.07004015892744064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076274327933788 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076274327933788, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076274327933788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40270692110061646, + 0.1486366242170334, + 0.09758231788873672, + 0.08627371490001678, + 0.016569819301366806, + 0.07658158242702484, + 0.03317916765809059, + 0.026540370658040047, + 0.041772279888391495, + 0.07015722990036011 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011076274327933788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5622972846031189, + 0.12974123656749725, + 0.022449249401688576, + 0.02781921625137329, + 0.008790810592472553, + 0.11645735800266266, + 0.07195569574832916, + 0.012910429388284683, + 0.009742422960698605, + 0.03783629834651947 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02328341454267502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789494588971138 + ], + "opposite_logprob_tokens": [ + -2.578949451446533 + ], + "logprob_reward": -0.0789494588971138, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789494588971138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6612100601196289, + 0.04862814396619797, + 0.045146554708480835, + 0.03166325017809868, + 0.015668747946619987, + 0.039082564413547516, + 0.04634512588381767, + 0.01297725085169077, + 0.015498412773013115, + 0.08377985656261444 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0789494588971138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot, beginning with a close-up of the eagle and smoothly zooming out as it moves, captures a majestic eagle perched atop the desolate, windswept summit of a towering mountain. Its snow-white head feathers, piercing, focused golden eyes, and a massive, hooked yellow beak gleam with a cool sheen in the first golden rays of morning sunlight. Its deep brown body is layered with feathers, and its powerful yellow talons grip a ridged, granite rock, shrouded in lingering snow. Behind it, a vast panorama of jagged, snow-capped peaks stretches to the horizon, while wisps of morning mist curl through the valley. After a moment of stillness, the eagle's body suddenly tensed, and then with an explosive yet extremely calm movement, it spread its wide wings steadily and powerfully. The camera then zoomed out to fully display its amazing wingspan. Each main flight feather was outlined with a golden edge in the backlight, as if declaring its sovereignty over the sky. The whole picture was filled with a tranquil atmosphere of majesty, freedom and untamed natural power.", + "seed": 4791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_6739_seed_4791_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06980461543425917, + "vlm_logprob": -0.06980461543425917, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.06980461543425917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16235379874706268 + ], + "opposite_logprob_tokens": [ + -1.912353754043579 + ], + "logprob_reward": -0.16235379874706268, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16235379874706268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16588233411312103, + 0.06211724132299423, + 0.10796413570642471, + 0.44278085231781006, + 0.057362474501132965, + 0.00849055778235197, + 0.06857265532016754, + 0.016502786427736282, + 0.05677781254053116, + 0.013549145311117172 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.16235379874706268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643973920494318 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.007643973920494318, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643973920494318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24431976675987244, + 0.07612408697605133, + 0.06429000198841095, + 0.22462353110313416, + 0.07299713790416718, + 0.014402437023818493, + 0.1309964805841446, + 0.025583576411008835, + 0.06313134729862213, + 0.08353157341480255 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.007643973920494318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628357969224453 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628357969224453, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628357969224453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17146649956703186, + 0.15052326023578644, + 0.15994231402873993, + 0.10868450999259949, + 0.03661540523171425, + 0.0556478425860405, + 0.05718974396586418, + 0.06514526903629303, + 0.12582600116729736, + 0.06895912438631058 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007628357969224453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036868102848529816, + 0.014623641036450863, + 0.02719961479306221, + 0.24602364003658295, + 0.02218700759112835, + 0.03815017640590668, + 0.3633720874786377, + 0.036557722836732864, + 0.17110462486743927, + 0.043913356959819794 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.01107332669198513 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603236198425293 + ], + "opposite_logprob_tokens": [ + -1.9103236198425293 + ], + "logprob_reward": -0.1603236198425293, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603236198425293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08246146887540817, + 0.01633666269481182, + 0.13274894654750824, + 0.18763892352581024, + 0.052812762558460236, + 0.03084559552371502, + 0.2820100486278534, + 0.03686908632516861, + 0.10454827547073364, + 0.0737282782793045 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.1603236198425293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot, beginning with a close-up of the eagle and smoothly zooming out as it moves, captures a majestic eagle perched atop the desolate, windswept summit of a towering mountain. Its snow-white head feathers, piercing, focused golden eyes, and a massive, hooked yellow beak gleam with a cool sheen in the first golden rays of morning sunlight. Its deep brown body is layered with feathers, and its powerful yellow talons grip a ridged, granite rock, shrouded in lingering snow. Behind it, a vast panorama of jagged, snow-capped peaks stretches to the horizon, while wisps of morning mist curl through the valley. After a moment of stillness, the eagle's body suddenly tensed, and then with an explosive yet extremely calm movement, it spread its wide wings steadily and powerfully. The camera then zoomed out to fully display its amazing wingspan. Each main flight feather was outlined with a golden edge in the backlight, as if declaring its sovereignty over the sky. The whole picture was filled with a tranquil atmosphere of majesty, freedom and untamed natural power.", + "seed": 4792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_11/index_6739_seed_4792_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07746263789013028, + "vlm_logprob": -0.07746263789013028, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.07746263789013028, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14353300631046295 + ], + "opposite_logprob_tokens": [ + -2.0185329914093018 + ], + "logprob_reward": -0.14353300631046295, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14353300631046295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13301816582679749, + 0.06552235782146454, + 0.18426963686943054, + 0.2884819209575653, + 0.03170708566904068, + 0.04118437319993973, + 0.06939774006605148, + 0.04585568234324455, + 0.05096689611673355, + 0.08959610015153885 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.14353300631046295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811841458082199 + ], + "opposite_logprob_tokens": [ + -3.288118362426758 + ], + "logprob_reward": -0.03811841458082199, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811841458082199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1888313889503479, + 0.0777444988489151, + 0.08990263938903809, + 0.21729406714439392, + 0.045576129108667374, + 0.025760948657989502, + 0.0847870260477066, + 0.08885249495506287, + 0.08879661560058594, + 0.09245415031909943 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.03811841458082199 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11169503629207611, + 0.03514336794614792, + 0.057006895542144775, + 0.2558012902736664, + 0.16313982009887695, + 0.0681629478931427, + 0.23122672736644745, + 0.020703356713056564, + 0.034717854112386703, + 0.022402694448828697 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.018186133354902267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159785658121109, + 0.07340504229068756, + 0.06289684027433395, + 0.07018624246120453, + 0.08873862773180008, + 0.05363370478153229, + 0.053268857300281525, + 0.19738055765628815, + 0.19032490253448486, + 0.05037945881485939 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the summit of a towering mountain with jagged, snow-capped peaks in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a ridged, granite rock covered with lingering snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have snow-white head feathers, piercing golden eyes, and a massive hooked yellow beak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle spread its wide wings with a steady, powerful motion after a moment of stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a close-up and smoothly zoom out to display the eagle's full wingspan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984822392463684 + ], + "opposite_logprob_tokens": [ + -1.8048481941223145 + ], + "logprob_reward": -0.17984822392463684, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984822392463684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057445723563432693, + 0.06911463290452957, + 0.05084637552499771, + 0.08518929034471512, + 0.11228561401367188, + 0.06628995388746262, + 0.08265182375907898, + 0.1477699726819992, + 0.3080512285232544, + 0.020355401560664177 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.17984822392463684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_tensor([6526, 6526])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_tensor([6526, 6526])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5f2a58494072ed2b4c5f9962b47bd40167ebc21c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_tensor([6526, 6526])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot, shot from a level angle, focuses on a weary female researcher seated at a cluttered lab table covered with lab equipment. Her dark brown hair is casually tied into a messy bun, a few strands clinging to her cheeks with sweat. A pair of clear goggles are pushed up on her forehead, revealing her sunken eyes and faint dark circles. She wears a slightly wrinkled white lab coat, the collar of which peeks out from under a gray crew-neck T-shirt. Before her, a row of glass beakers and Erlenmeyer flasks hold liquids of various colors—one a vibrant turquoise, another a deep amber—several of which emit a constant, fine bubble and a soft hissing sound. In the background, the cold white light of overhead fluorescent lights fills the room, casting harsh reflections on the stainless steel equipment and glassware. Her shoulders are slightly hunched forward from prolonged concentration, and her gaze, initially blank, stares at the bubbling liquid before her, but her eyelids grow increasingly heavy. Finally, she seemed to give up resistance and slowly, almost reverently, closed her eyes. Her tense jawline finally relaxed at this moment, and she was immersed in a brief but profound tranquility, which contrasted sharply with the ongoing chemical reaction around her, creating an atmosphere of concentration and human vulnerability intertwined between scientific rigor and human exhaustion.", + "seed": 17396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_6526_seed_17396_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024192560650408267, + "vlm_logprob": -0.024192560650408267, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.024192560650408267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019102534279227257 + ], + "opposite_logprob_tokens": [ + -4.019102573394775 + ], + "logprob_reward": -0.019102534279227257, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019102534279227257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11848761886358261, + 0.10431666672229767, + 0.05140237510204315, + 0.0413559265434742, + 0.13579967617988586, + 0.06998006999492645, + 0.21261096000671387, + 0.09479939192533493, + 0.04975388944149017, + 0.12149335443973541 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.019102534279227257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555130757391453 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012555130757391453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555130757391453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.072191521525383, + 0.03405538573861122, + 0.05329608544707298, + 0.1444430649280548, + 0.12387450784444809, + 0.05661097168922424, + 0.11255847662687302, + 0.08678323775529861, + 0.06549397110939026, + 0.25069281458854675 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.012555130757391453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22708797454833984, + 0.11312021315097809, + 0.07878115773200989, + 0.16087673604488373, + 0.07891560345888138, + 0.04733562096953392, + 0.07390742003917694, + 0.06070200353860855, + 0.07843621075153351, + 0.08083703368902206 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011074034497141838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292265832424164 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292265832424164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292265832424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23468267917633057, + 0.11948335915803909, + 0.031139176338911057, + 0.289596289396286, + 0.05616477504372597, + 0.038694143295288086, + 0.0523812398314476, + 0.023167436942458153, + 0.04678316041827202, + 0.10790771245956421 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.023292265832424164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493883788585663 + ], + "opposite_logprob_tokens": [ + -2.929938793182373 + ], + "logprob_reward": -0.05493883788585663, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493883788585663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255961537361145, + 0.0774083137512207, + 0.053551096469163895, + 0.0666411817073822, + 0.07159590721130371, + 0.1927528828382492, + 0.07946477830410004, + 0.047291602939367294, + 0.07699137181043625, + 0.2517433166503906 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.05493883788585663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a level angle, focuses on a weary female researcher seated at a cluttered lab table covered with lab equipment. Her dark brown hair is casually tied into a messy bun, a few strands clinging to her cheeks with sweat. A pair of clear goggles are pushed up on her forehead, revealing her sunken eyes and faint dark circles. She wears a slightly wrinkled white lab coat, the collar of which peeks out from under a gray crew-neck T-shirt. Before her, a row of glass beakers and Erlenmeyer flasks hold liquids of various colors—one a vibrant turquoise, another a deep amber—several of which emit a constant, fine bubble and a soft hissing sound. In the background, the cold white light of overhead fluorescent lights fills the room, casting harsh reflections on the stainless steel equipment and glassware. Her shoulders are slightly hunched forward from prolonged concentration, and her gaze, initially blank, stares at the bubbling liquid before her, but her eyelids grow increasingly heavy. Finally, she seemed to give up resistance and slowly, almost reverently, closed her eyes. Her tense jawline finally relaxed at this moment, and she was immersed in a brief but profound tranquility, which contrasted sharply with the ongoing chemical reaction around her, creating an atmosphere of concentration and human vulnerability intertwined between scientific rigor and human exhaustion.", + "seed": 17397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_6526_seed_17397_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030193421849980952, + "vlm_logprob": -0.030193421849980952, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.030193421849980952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05574371665716171 + ], + "opposite_logprob_tokens": [ + -2.93074369430542 + ], + "logprob_reward": -0.05574371665716171, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05574371665716171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08867968618869781, + 0.11404696851968765, + 0.042478617280721664, + 0.3048214018344879, + 0.08932583779096603, + 0.06488858908414841, + 0.08537104725837708, + 0.07672756165266037, + 0.08260452747344971, + 0.051055725663900375 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.05574371665716171 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023320799693465233 + ], + "opposite_logprob_tokens": [ + -3.7733209133148193 + ], + "logprob_reward": -0.023320799693465233, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023320799693465233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05324677750468254, + 0.02625599130988121, + 0.030703840777277946, + 0.07140471786260605, + 0.09749605506658554, + 0.10983533412218094, + 0.08396977931261063, + 0.0688600018620491, + 0.12757423520088196, + 0.33065325021743774 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.023320799693465233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024905160535126925 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024905160535126925, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024905160535126925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18886111676692963, + 0.1306983381509781, + 0.05112718418240547, + 0.17290280759334564, + 0.10390394181013107, + 0.10556307435035706, + 0.10329063981771469, + 0.04464767128229141, + 0.05010731518268585, + 0.048897888511419296 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0024905160535126925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351304724812508 + ], + "opposite_logprob_tokens": [ + -3.6513512134552 + ], + "logprob_reward": -0.026351304724812508, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351304724812508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04304810240864754, + 0.06044534593820572, + 0.030622664839029312, + 0.14551745355129242, + 0.18385638296604156, + 0.2308240681886673, + 0.25114706158638, + 0.01992485113441944, + 0.020353874191641808, + 0.014260214753448963 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.026351304724812508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060772120952606 + ], + "opposite_logprob_tokens": [ + -3.168060779571533 + ], + "logprob_reward": -0.043060772120952606, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060772120952606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08952513337135315, + 0.13884402811527252, + 0.03459847718477249, + 0.11881499737501144, + 0.10039506107568741, + 0.052641645073890686, + 0.07412956655025482, + 0.03656340762972832, + 0.23393045365810394, + 0.12055724859237671 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.043060772120952606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a level angle, focuses on a weary female researcher seated at a cluttered lab table covered with lab equipment. Her dark brown hair is casually tied into a messy bun, a few strands clinging to her cheeks with sweat. A pair of clear goggles are pushed up on her forehead, revealing her sunken eyes and faint dark circles. She wears a slightly wrinkled white lab coat, the collar of which peeks out from under a gray crew-neck T-shirt. Before her, a row of glass beakers and Erlenmeyer flasks hold liquids of various colors—one a vibrant turquoise, another a deep amber—several of which emit a constant, fine bubble and a soft hissing sound. In the background, the cold white light of overhead fluorescent lights fills the room, casting harsh reflections on the stainless steel equipment and glassware. Her shoulders are slightly hunched forward from prolonged concentration, and her gaze, initially blank, stares at the bubbling liquid before her, but her eyelids grow increasingly heavy. Finally, she seemed to give up resistance and slowly, almost reverently, closed her eyes. Her tense jawline finally relaxed at this moment, and she was immersed in a brief but profound tranquility, which contrasted sharply with the ongoing chemical reaction around her, creating an atmosphere of concentration and human vulnerability intertwined between scientific rigor and human exhaustion.", + "seed": 17398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_6526_seed_17398_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017432912858203052, + "vlm_logprob": -0.017432912858203052, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.017432912858203052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002859077649191022 + ], + "opposite_logprob_tokens": [ + -6.252859115600586 + ], + "logprob_reward": -0.002859077649191022, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.002859077649191022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22399921715259552, + 0.07210414111614227, + 0.04745376110076904, + 0.16076327860355377, + 0.2364961802959442, + 0.04927819222211838, + 0.0384073369204998, + 0.02880251035094261, + 0.05572010204195976, + 0.08697528392076492 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002859077649191022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795219637453556 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009795219637453556, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795219637453556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12824593484401703, + 0.0653785914182663, + 0.07180941849946976, + 0.12404090166091919, + 0.23904718458652496, + 0.02512553706765175, + 0.022116994485259056, + 0.2361006736755371, + 0.03806865215301514, + 0.05006612464785576 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.009795219637453556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068367287516594 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068367287516594, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068367287516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10781623423099518, + 0.04346874728798866, + 0.022996585816144943, + 0.057383712381124496, + 0.6624873280525208, + 0.0076285470277071, + 0.012131232768297195, + 0.02111293561756611, + 0.024035556241869926, + 0.0409390889108181 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.016068367287516594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866249859333038 + ], + "opposite_logprob_tokens": [ + -3.0486624240875244 + ], + "logprob_reward": -0.04866249859333038, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866249859333038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23693330585956573, + 0.09309805184602737, + 0.1360795795917511, + 0.12260275334119797, + 0.18943727016448975, + 0.030770322307944298, + 0.025004401803016663, + 0.03911152482032776, + 0.017999736592173576, + 0.10896307229995728 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04866249859333038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09753631055355072, + 0.021352514624595642, + 0.03650854900479317, + 0.028982482850551605, + 0.6753000020980835, + 0.011812635697424412, + 0.0120741818100214, + 0.018576128408312798, + 0.058142758905887604, + 0.03971434757113457 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, shot from a level angle, focuses on a weary female researcher seated at a cluttered lab table covered with lab equipment. Her dark brown hair is casually tied into a messy bun, a few strands clinging to her cheeks with sweat. A pair of clear goggles are pushed up on her forehead, revealing her sunken eyes and faint dark circles. She wears a slightly wrinkled white lab coat, the collar of which peeks out from under a gray crew-neck T-shirt. Before her, a row of glass beakers and Erlenmeyer flasks hold liquids of various colors—one a vibrant turquoise, another a deep amber—several of which emit a constant, fine bubble and a soft hissing sound. In the background, the cold white light of overhead fluorescent lights fills the room, casting harsh reflections on the stainless steel equipment and glassware. Her shoulders are slightly hunched forward from prolonged concentration, and her gaze, initially blank, stares at the bubbling liquid before her, but her eyelids grow increasingly heavy. Finally, she seemed to give up resistance and slowly, almost reverently, closed her eyes. Her tense jawline finally relaxed at this moment, and she was immersed in a brief but profound tranquility, which contrasted sharply with the ongoing chemical reaction around her, creating an atmosphere of concentration and human vulnerability intertwined between scientific rigor and human exhaustion.", + "seed": 17399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_12/index_6526_seed_17399_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009167719539254904, + "vlm_logprob": -0.009167719539254904, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.009167719539254904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041139028035104275 + ], + "opposite_logprob_tokens": [ + -5.629113674163818 + ], + "logprob_reward": -0.0041139028035104275, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0041139028035104275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5419542193412781, + 0.06402719020843506, + 0.09516723453998566, + 0.05924684926867485, + 0.0419938750565052, + 0.034528788179159164, + 0.0860847681760788, + 0.015737418085336685, + 0.03249208629131317, + 0.028767462819814682 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0041139028035104275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795336984097958 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009795336984097958, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795336984097958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14864006638526917, + 0.07387293875217438, + 0.09510859847068787, + 0.04210488498210907, + 0.07913656532764435, + 0.12998415529727936, + 0.04421771690249443, + 0.039774876087903976, + 0.09060690551996231, + 0.2565532624721527 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.009795336984097958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074387468397617 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074387468397617, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074387468397617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1561584770679474, + 0.07261522859334946, + 0.09325184673070908, + 0.22261886298656464, + 0.07682137191295624, + 0.07426384836435318, + 0.06595345586538315, + 0.046322282403707504, + 0.03905627503991127, + 0.15293839573860168 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.011074387468397617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781762026250362 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781762026250362, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781762026250362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2317763715982437, + 0.052905041724443436, + 0.5283712148666382, + 0.03715537115931511, + 0.01915843039751053, + 0.01866493560373783, + 0.020483965054154396, + 0.020872902125120163, + 0.030165689066052437, + 0.04044613614678383 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009781762026250362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a female researcher seated at a cluttered lab table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the researcher have dark brown hair tied in a messy bun with clear goggles pushed up on her forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there glass beakers and Erleneyer flasks containing liquids of various colors, including vibrant turquoise and deep amber, emitting bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background illuminated by cold white overhead fluorescent lights casting harsh reflections on stainless steel equipment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073208414018154 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073208414018154, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073208414018154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1781611442565918, + 0.060739848762750626, + 0.10696396231651306, + 0.06691451370716095, + 0.10312502086162567, + 0.05499596893787384, + 0.05016209930181503, + 0.073905348777771, + 0.06899853050708771, + 0.2360336184501648 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.011073208414018154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_tensor([1204, 1204])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_tensor([1204, 1204])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9947e705ccc76537dd2c6cc534af86ce875127d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_tensor([1204, 1204])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic low-angle wide shot opens the scene, and the camera begins a slow, deliberate upward tilt, following the momentous ascent of a lone, sleek Martian space elevator pod. As it lifts off, its powerful repulsorgravity engines emit a soft, pulsating blue glow from the vehicle's chassis, silently lifting a vast, swirling cloud of fine ochre dust that billows across the desolate landscape. The pod itself is an aerodynamic teardrop of polished dark gray composite material, its surface unmarked and reflecting the faint sunlight with a subtle sheen. It glides inexorably upward along a vast, shimmering ribbon of semi-translucent material that stretches from the ground to the pale, empty, butterscotch-colored sky, disappearing into the thin upper atmosphere. As the pod climbs higher, its incredibly long, sharp shadow casts a shadow across the cratered terrain below, bisecting the reddish-brown landscape and sweeping across it like the hands of a giant clock. Heavily desaturated color gradients are used throughout key scenes, fading vibrant Martian tones to dusty browns, pale oranges, and cool grays, creating a solemn and awe-inspiring atmosphere that carries profound isolation and historical significance.", + "seed": 29054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_1204_seed_29054_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0876343984156847, + "vlm_logprob": -0.0876343984156847, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.0876343984156847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11787045001983643 + ], + "opposite_logprob_tokens": [ + -2.242870330810547 + ], + "logprob_reward": -0.11787045001983643, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11787045001983643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06727033853530884, + 0.11082223057746887, + 0.06317177414894104, + 0.033348869532346725, + 0.18417111039161682, + 0.10161930322647095, + 0.10895712673664093, + 0.04186760261654854, + 0.13099166750907898, + 0.15777991712093353 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.11787045001983643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298079043626785 + ], + "opposite_logprob_tokens": [ + -2.237980842590332 + ], + "logprob_reward": -0.11298079043626785, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298079043626785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1028083935379982, + 0.06774210929870605, + 0.2513361871242523, + 0.1584564447402954, + 0.04843750223517418, + 0.07338564842939377, + 0.1124686747789383, + 0.05123939737677574, + 0.05913100764155388, + 0.07499462366104126 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.11298079043626785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206677109003067 + ], + "opposite_logprob_tokens": [ + -2.8120667934417725 + ], + "logprob_reward": -0.06206677109003067, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206677109003067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.124541737139225, + 0.09908749908208847, + 0.10044068843126297, + 0.061161693185567856, + 0.08688558638095856, + 0.04447139799594879, + 0.04535467550158501, + 0.06904718279838562, + 0.18832415342330933, + 0.1806853711605072 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.06206677109003067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184611573815346 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184611573815346, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184611573815346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1299969106912613, + 0.04084019735455513, + 0.056944750249385834, + 0.03913959860801697, + 0.06671218574047089, + 0.19999320805072784, + 0.04248229041695595, + 0.07243874669075012, + 0.26738792657852173, + 0.08406412601470947 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.018184611573815346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270693689584732 + ], + "opposite_logprob_tokens": [ + -2.1270694732666016 + ], + "logprob_reward": -0.1270693689584732, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270693689584732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05960196629166603, + 0.03859718516469002, + 0.04272814840078354, + 0.056597981601953506, + 0.043379757553339005, + 0.13815319538116455, + 0.03762197494506836, + 0.08890947699546814, + 0.3490361273288727, + 0.14537416398525238 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.1270693689584732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot opens the scene, and the camera begins a slow, deliberate upward tilt, following the momentous ascent of a lone, sleek Martian space elevator pod. As it lifts off, its powerful repulsorgravity engines emit a soft, pulsating blue glow from the vehicle's chassis, silently lifting a vast, swirling cloud of fine ochre dust that billows across the desolate landscape. The pod itself is an aerodynamic teardrop of polished dark gray composite material, its surface unmarked and reflecting the faint sunlight with a subtle sheen. It glides inexorably upward along a vast, shimmering ribbon of semi-translucent material that stretches from the ground to the pale, empty, butterscotch-colored sky, disappearing into the thin upper atmosphere. As the pod climbs higher, its incredibly long, sharp shadow casts a shadow across the cratered terrain below, bisecting the reddish-brown landscape and sweeping across it like the hands of a giant clock. Heavily desaturated color gradients are used throughout key scenes, fading vibrant Martian tones to dusty browns, pale oranges, and cool grays, creating a solemn and awe-inspiring atmosphere that carries profound isolation and historical significance.", + "seed": 29055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_1204_seed_29055_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0865679770708084, + "vlm_logprob": -0.0865679770708084, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.0865679770708084, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06151226535439491 + ], + "opposite_logprob_tokens": [ + -2.9365122318267822 + ], + "logprob_reward": -0.06151226535439491, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06151226535439491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18845966458320618, + 0.15140973031520844, + 0.08521754294633865, + 0.128849595785141, + 0.06496212631464005, + 0.043563030660152435, + 0.08728878200054169, + 0.05779219791293144, + 0.09447108954191208, + 0.09798628836870193 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.06151226535439491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039258241653442 + ], + "opposite_logprob_tokens": [ + -1.9103925228118896 + ], + "logprob_reward": -0.16039258241653442, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039258241653442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1166498214006424, + 0.1270311325788498, + 0.06683288514614105, + 0.07399165630340576, + 0.030096575617790222, + 0.04157690331339836, + 0.06019718572497368, + 0.09464698284864426, + 0.2757861912250519, + 0.11319070309400558 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.16039258241653442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293788254261017 + ], + "opposite_logprob_tokens": [ + -2.2379379272460938 + ], + "logprob_reward": -0.11293788254261017, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293788254261017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3429258465766907, + 0.10484537482261658, + 0.05282355844974518, + 0.06107374653220177, + 0.06052025780081749, + 0.058159224689006805, + 0.039801523089408875, + 0.04753299057483673, + 0.09152887016534805, + 0.14078859984874725 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.11293788254261017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053578585386276 + ], + "opposite_logprob_tokens": [ + -3.16805362701416 + ], + "logprob_reward": -0.043053578585386276, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053578585386276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07539830356836319, + 0.329891175031662, + 0.10668382048606873, + 0.09656063467264175, + 0.17785222828388214, + 0.015131723135709763, + 0.020113639533519745, + 0.040596604347229004, + 0.07569704949855804, + 0.062074869871139526 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.043053578585386276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494357645511627 + ], + "opposite_logprob_tokens": [ + -2.929943561553955 + ], + "logprob_reward": -0.05494357645511627, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494357645511627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0835350900888443, + 0.07608604431152344, + 0.06397934257984161, + 0.07124873995780945, + 0.05555368959903717, + 0.04475932940840721, + 0.031552840024232864, + 0.12847302854061127, + 0.15642695128917694, + 0.28838494420051575 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.05494357645511627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot opens the scene, and the camera begins a slow, deliberate upward tilt, following the momentous ascent of a lone, sleek Martian space elevator pod. As it lifts off, its powerful repulsorgravity engines emit a soft, pulsating blue glow from the vehicle's chassis, silently lifting a vast, swirling cloud of fine ochre dust that billows across the desolate landscape. The pod itself is an aerodynamic teardrop of polished dark gray composite material, its surface unmarked and reflecting the faint sunlight with a subtle sheen. It glides inexorably upward along a vast, shimmering ribbon of semi-translucent material that stretches from the ground to the pale, empty, butterscotch-colored sky, disappearing into the thin upper atmosphere. As the pod climbs higher, its incredibly long, sharp shadow casts a shadow across the cratered terrain below, bisecting the reddish-brown landscape and sweeping across it like the hands of a giant clock. Heavily desaturated color gradients are used throughout key scenes, fading vibrant Martian tones to dusty browns, pale oranges, and cool grays, creating a solemn and awe-inspiring atmosphere that carries profound isolation and historical significance.", + "seed": 29056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_1204_seed_29056_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16045668236911298, + "vlm_logprob": -0.16045668236911298, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.16045668236911298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18187089264392853 + ], + "opposite_logprob_tokens": [ + -1.806870937347412 + ], + "logprob_reward": -0.18187089264392853, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18187089264392853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09290990978479385, + 0.1323387324810028, + 0.05591541528701782, + 0.24903777241706848, + 0.0735757052898407, + 0.12321027368307114, + 0.05870239436626434, + 0.12552626430988312, + 0.06008649989962578, + 0.02869708463549614 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.18187089264392853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350240111351013 + ], + "opposite_logprob_tokens": [ + -1.3135024309158325 + ], + "logprob_reward": -0.31350240111351013, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31350240111351013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08358825743198395, + 0.2174324244260788, + 0.1149710863828659, + 0.24261637032032013, + 0.06945367157459259, + 0.06891725212335587, + 0.0663023293018341, + 0.05640668794512749, + 0.05895360931754112, + 0.021358324214816093 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.31350240111351013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358386501669884 + ], + "opposite_logprob_tokens": [ + -3.6513583660125732 + ], + "logprob_reward": -0.026358386501669884, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358386501669884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07132095098495483, + 0.08772401511669159, + 0.5934227705001831, + 0.05087226256728172, + 0.03122955746948719, + 0.027052106335759163, + 0.07419801503419876, + 0.024278216063976288, + 0.011107156984508038, + 0.028794966638088226 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.026358386501669884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494910478591919 + ], + "opposite_logprob_tokens": [ + -2.9299490451812744 + ], + "logprob_reward": -0.05494910478591919, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494910478591919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14839529991149902, + 0.12587113678455353, + 0.08394818753004074, + 0.32553714513778687, + 0.058140333741903305, + 0.07082212716341019, + 0.06691181659698486, + 0.0408828966319561, + 0.04993472993373871, + 0.029556356370449066 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.05494910478591919 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256026268005371 + ], + "opposite_logprob_tokens": [ + -1.600602626800537 + ], + "logprob_reward": -0.2256026268005371, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256026268005371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08156227320432663, + 0.07103632390499115, + 0.2553173005580902, + 0.10793338716030121, + 0.0321531742811203, + 0.1040593683719635, + 0.10226526111364365, + 0.09128495305776596, + 0.07619837671518326, + 0.07818951457738876 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.2256026268005371 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot opens the scene, and the camera begins a slow, deliberate upward tilt, following the momentous ascent of a lone, sleek Martian space elevator pod. As it lifts off, its powerful repulsorgravity engines emit a soft, pulsating blue glow from the vehicle's chassis, silently lifting a vast, swirling cloud of fine ochre dust that billows across the desolate landscape. The pod itself is an aerodynamic teardrop of polished dark gray composite material, its surface unmarked and reflecting the faint sunlight with a subtle sheen. It glides inexorably upward along a vast, shimmering ribbon of semi-translucent material that stretches from the ground to the pale, empty, butterscotch-colored sky, disappearing into the thin upper atmosphere. As the pod climbs higher, its incredibly long, sharp shadow casts a shadow across the cratered terrain below, bisecting the reddish-brown landscape and sweeping across it like the hands of a giant clock. Heavily desaturated color gradients are used throughout key scenes, fading vibrant Martian tones to dusty browns, pale oranges, and cool grays, creating a solemn and awe-inspiring atmosphere that carries profound isolation and historical significance.", + "seed": 29057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_13/index_1204_seed_29057_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14671855941414833, + "vlm_logprob": -0.14671855941414833, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.14671855941414833, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16291478276252747 + ], + "opposite_logprob_tokens": [ + -1.912914752960205 + ], + "logprob_reward": -0.16291478276252747, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16291478276252747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10776469856500626, + 0.07857122272253036, + 0.12204452604055405, + 0.031071223318576813, + 0.09733035415410995, + 0.044517531991004944, + 0.32304179668426514, + 0.08227744698524475, + 0.08944357931613922, + 0.023937612771987915 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.16291478276252747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561080753803253 + ], + "opposite_logprob_tokens": [ + -1.6006108522415161 + ], + "logprob_reward": -0.22561080753803253, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561080753803253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07156167924404144, + 0.24931704998016357, + 0.14172810316085815, + 0.050870880484580994, + 0.10540295392274857, + 0.049476515501737595, + 0.08952711522579193, + 0.08613822609186172, + 0.11686760187149048, + 0.0391099639236927 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.22561080753803253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270553022623062 + ], + "opposite_logprob_tokens": [ + -2.1270554065704346 + ], + "logprob_reward": -0.1270553022623062, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270553022623062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11454293876886368, + 0.07716365903615952, + 0.12695078551769257, + 0.05633871629834175, + 0.21115653216838837, + 0.06242607161402702, + 0.18255439400672913, + 0.04964195936918259, + 0.08613494783639908, + 0.033089980483055115 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.1270553022623062 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809397295117378 + ], + "opposite_logprob_tokens": [ + -3.2880940437316895 + ], + "logprob_reward": -0.03809397295117378, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809397295117378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12184006720781326, + 0.12271524965763092, + 0.19764403998851776, + 0.046127088367938995, + 0.25772762298583984, + 0.1557665765285492, + 0.02668207883834839, + 0.025776898488402367, + 0.025300223380327225, + 0.020420150831341743 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.03809397295117378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pod shaped like an aerodynamic teardrop made of polished dark gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the pod's repulsorgravity engines emit a soft, pulsating blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod lift off while silently billowing a vast, swirling cloud of fine ochre dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera starting with a low-angle wide shot and performing a slow, deliberate upward tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pod gliding upward along a vast, shimmering ribbon of semi-translucent material stretching to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991793155670166 + ], + "opposite_logprob_tokens": [ + -1.8049179315567017 + ], + "logprob_reward": -0.17991793155670166, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991793155670166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988912433385849, + 0.13152681291103363, + 0.13111090660095215, + 0.03692244738340378, + 0.27566394209861755, + 0.0739501416683197, + 0.040212877094745636, + 0.06874658912420273, + 0.05616039037704468, + 0.08681461215019226 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.17991793155670166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_tensor([193, 193])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_tensor([193, 193])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cd4a6619a3af4073f770b23ac89d9df9a8efad37 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_tensor([193, 193])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In this shot, styled like high-speed sports photography, a dynamic, high-speed tracking shot maintains a tight, focused composition of Tom, an athlete performing a breathtaking, low-altitude wingsuit flight through a narrow canyon. He wears a stylish, aerodynamic wingsuit made of vibrant crimson and matte black technical fabric, perfectly fitting his muscular frame. A gleaming white full-face helmet and dark mirrored visor obscure his expression, reflecting the twisting, turbulent canyon walls. As he banks sharply to the left with decisive, controlled body movements, he comes incredibly close to the jagged, rust-colored rock face, stirring up small plumes of dust from the air currents. The camera rolls with him, capturing the immense force of his suit's wing fabric as it ripples and vibrates violently at sheer speed, a visual testament to his speed. The midday sun glints off his visor, casting deep, fast-moving shadows across the tiered rock, while the background fades into a blur of ochres and browns, contrasting sharply with the bright blue sky visible above. The entire scene is captured with the crisp, frozen-in-a-moment clarity of a high shutter speed photograph, conveying an intense atmosphere of pure, adrenaline-driven focus and high-stakes athleticism.", + "seed": 25104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_193_seed_25104_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1500998714007437, + "vlm_logprob": -0.1500998714007437, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1500998714007437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5327804088592529 + ], + "opposite_logprob_tokens": [ + -0.9077804088592529 + ], + "logprob_reward": -0.5327804088592529, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5327804088592529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23651526868343353, + 0.17413628101348877, + 0.10173583775758743, + 0.07123693078756332, + 0.10842550545930862, + 0.04881509765982628, + 0.08024249225854874, + 0.06748921424150467, + 0.06610268354415894, + 0.04530065879225731 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.5327804088592529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316606879234314 + ], + "opposite_logprob_tokens": [ + -3.7733166217803955 + ], + "logprob_reward": -0.023316606879234314, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316606879234314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326438933610916, + 0.15734264254570007, + 0.07073283940553665, + 0.16920678317546844, + 0.26503804326057434, + 0.025130020454525948, + 0.0405719093978405, + 0.034501973539590836, + 0.06565258651971817, + 0.03917930647730827 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.023316606879234314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11170767992734909, + 0.03275280445814133, + 0.04072192311286926, + 0.019593479111790657, + 0.6411337852478027, + 0.0292523056268692, + 0.02091260813176632, + 0.04003246873617172, + 0.039605095982551575, + 0.024287886917591095 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0024900403805077076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294863373041153 + ], + "opposite_logprob_tokens": [ + -2.2379486560821533 + ], + "logprob_reward": -0.11294863373041153, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294863373041153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13067300617694855, + 0.09575846046209335, + 0.10977853834629059, + 0.08954185992479324, + 0.25310954451560974, + 0.03496713191270828, + 0.0414079949259758, + 0.042789045721292496, + 0.13641834259033203, + 0.06555604189634323 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.11294863373041153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896366715431213 + ], + "opposite_logprob_tokens": [ + -2.5789637565612793 + ], + "logprob_reward": -0.07896366715431213, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896366715431213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567021608352661, + 0.10184504091739655, + 0.06439456343650818, + 0.07089364528656006, + 0.24147434532642365, + 0.05519894137978554, + 0.09528997540473938, + 0.03729209676384926, + 0.10703079402446747, + 0.06987844407558441 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.07896366715431213 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this shot, styled like high-speed sports photography, a dynamic, high-speed tracking shot maintains a tight, focused composition of Tom, an athlete performing a breathtaking, low-altitude wingsuit flight through a narrow canyon. He wears a stylish, aerodynamic wingsuit made of vibrant crimson and matte black technical fabric, perfectly fitting his muscular frame. A gleaming white full-face helmet and dark mirrored visor obscure his expression, reflecting the twisting, turbulent canyon walls. As he banks sharply to the left with decisive, controlled body movements, he comes incredibly close to the jagged, rust-colored rock face, stirring up small plumes of dust from the air currents. The camera rolls with him, capturing the immense force of his suit's wing fabric as it ripples and vibrates violently at sheer speed, a visual testament to his speed. The midday sun glints off his visor, casting deep, fast-moving shadows across the tiered rock, while the background fades into a blur of ochres and browns, contrasting sharply with the bright blue sky visible above. The entire scene is captured with the crisp, frozen-in-a-moment clarity of a high shutter speed photograph, conveying an intense atmosphere of pure, adrenaline-driven focus and high-stakes athleticism.", + "seed": 25105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_193_seed_25105_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11179686649702489, + "vlm_logprob": -0.11179686649702489, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11179686649702489, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35766056180000305 + ], + "opposite_logprob_tokens": [ + -1.2326605319976807 + ], + "logprob_reward": -0.35766056180000305, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35766056180000305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06438298523426056, + 0.13345572352409363, + 0.2185722291469574, + 0.15462476015090942, + 0.028751006349921227, + 0.0780121237039566, + 0.03167329728603363, + 0.053989510983228683, + 0.21075496077537537, + 0.025783412158489227 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.35766056180000305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381055623292923 + ], + "opposite_logprob_tokens": [ + -3.2881054878234863 + ], + "logprob_reward": -0.0381055623292923, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381055623292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19191758334636688, + 0.12854593992233276, + 0.058788955211639404, + 0.21230554580688477, + 0.02315296232700348, + 0.05807895213365555, + 0.02507615275681019, + 0.06375529617071152, + 0.11083372682332993, + 0.12754487991333008 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0381055623292923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024899214040488005 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024899214040488005, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024899214040488005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33392927050590515, + 0.2856532335281372, + 0.04596623033285141, + 0.12246830761432648, + 0.02586112916469574, + 0.030000746250152588, + 0.012800805270671844, + 0.06524591892957687, + 0.028932003304362297, + 0.04914231225848198 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0024899214040488005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369786962866783 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369786962866783, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369786962866783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12220992147922516, + 0.09008980542421341, + 0.08440157771110535, + 0.1767331063747406, + 0.025080541148781776, + 0.048603445291519165, + 0.08774411678314209, + 0.12552008032798767, + 0.05106865614652634, + 0.1885487288236618 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.03369786962866783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270304173231125 + ], + "opposite_logprob_tokens": [ + -2.127030372619629 + ], + "logprob_reward": -0.1270304173231125, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270304173231125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17690473794937134, + 0.040213439613580704, + 0.12861475348472595, + 0.05981028452515602, + 0.034596700221300125, + 0.06364922225475311, + 0.03666806221008301, + 0.19221660494804382, + 0.07017209380865097, + 0.19715406000614166 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.1270304173231125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this shot, styled like high-speed sports photography, a dynamic, high-speed tracking shot maintains a tight, focused composition of Tom, an athlete performing a breathtaking, low-altitude wingsuit flight through a narrow canyon. He wears a stylish, aerodynamic wingsuit made of vibrant crimson and matte black technical fabric, perfectly fitting his muscular frame. A gleaming white full-face helmet and dark mirrored visor obscure his expression, reflecting the twisting, turbulent canyon walls. As he banks sharply to the left with decisive, controlled body movements, he comes incredibly close to the jagged, rust-colored rock face, stirring up small plumes of dust from the air currents. The camera rolls with him, capturing the immense force of his suit's wing fabric as it ripples and vibrates violently at sheer speed, a visual testament to his speed. The midday sun glints off his visor, casting deep, fast-moving shadows across the tiered rock, while the background fades into a blur of ochres and browns, contrasting sharply with the bright blue sky visible above. The entire scene is captured with the crisp, frozen-in-a-moment clarity of a high shutter speed photograph, conveying an intense atmosphere of pure, adrenaline-driven focus and high-stakes athleticism.", + "seed": 25106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_193_seed_25106_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15596082953270524, + "vlm_logprob": -0.15596082953270524, + "vlm_yes_no_margin": 3.199999952316284, + "vlm_token_credit": -0.15596082953270524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6426584720611572 + ], + "opposite_logprob_tokens": [ + -0.7676584720611572 + ], + "logprob_reward": -0.6426584720611572, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6426584720611572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14939793944358826, + 0.10931906849145889, + 0.13805410265922546, + 0.11551988124847412, + 0.08467170596122742, + 0.1080470159649849, + 0.16748401522636414, + 0.03632926940917969, + 0.036186911165714264, + 0.0549900196492672 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.6426584720611572 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821294054389 + ], + "opposite_logprob_tokens": [ + -4.018212795257568 + ], + "logprob_reward": -0.01821294054389, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821294054389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14245858788490295, + 0.20312237739562988, + 0.10135875642299652, + 0.09344558417797089, + 0.07646851241588593, + 0.03445439785718918, + 0.11512129008769989, + 0.07211572676897049, + 0.06988658756017685, + 0.09156821668148041 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01821294054389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943010720424354 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001943010720424354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943010720424354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1102139949798584, + 0.1663355976343155, + 0.21628542244434357, + 0.1832265704870224, + 0.04682021588087082, + 0.09223195910453796, + 0.03581087291240692, + 0.03309004381299019, + 0.034254055470228195, + 0.08173124492168427 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.001943010720424354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054957907646894455 + ], + "opposite_logprob_tokens": [ + -2.929957866668701 + ], + "logprob_reward": -0.054957907646894455, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054957907646894455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12751153111457825, + 0.08712320029735565, + 0.15361528098583221, + 0.16206209361553192, + 0.059231434017419815, + 0.14136579632759094, + 0.058009836822748184, + 0.08095898479223251, + 0.07532155513763428, + 0.054800353944301605 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.054957907646894455 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620318166911602 + ], + "opposite_logprob_tokens": [ + -2.8120317459106445 + ], + "logprob_reward": -0.0620318166911602, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620318166911602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12052356451749802, + 0.09842979162931442, + 0.13083051145076752, + 0.13550147414207458, + 0.03212530165910721, + 0.10125133395195007, + 0.1098882183432579, + 0.060221828520298004, + 0.048122987151145935, + 0.16310502588748932 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.0620318166911602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this shot, styled like high-speed sports photography, a dynamic, high-speed tracking shot maintains a tight, focused composition of Tom, an athlete performing a breathtaking, low-altitude wingsuit flight through a narrow canyon. He wears a stylish, aerodynamic wingsuit made of vibrant crimson and matte black technical fabric, perfectly fitting his muscular frame. A gleaming white full-face helmet and dark mirrored visor obscure his expression, reflecting the twisting, turbulent canyon walls. As he banks sharply to the left with decisive, controlled body movements, he comes incredibly close to the jagged, rust-colored rock face, stirring up small plumes of dust from the air currents. The camera rolls with him, capturing the immense force of his suit's wing fabric as it ripples and vibrates violently at sheer speed, a visual testament to his speed. The midday sun glints off his visor, casting deep, fast-moving shadows across the tiered rock, while the background fades into a blur of ochres and browns, contrasting sharply with the bright blue sky visible above. The entire scene is captured with the crisp, frozen-in-a-moment clarity of a high shutter speed photograph, conveying an intense atmosphere of pure, adrenaline-driven focus and high-stakes athleticism.", + "seed": 25107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_14/index_193_seed_25107_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16047245487570763, + "vlm_logprob": -0.16047245487570763, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.16047245487570763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6403478980064392 + ], + "opposite_logprob_tokens": [ + -0.7653478980064392 + ], + "logprob_reward": -0.6403478980064392, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6403478980064392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05432884022593498, + 0.05457543954253197, + 0.4105423390865326, + 0.08027350902557373, + 0.12229917198419571, + 0.051163818687200546, + 0.036981984972953796, + 0.041748080402612686, + 0.10276751220226288, + 0.045319318771362305 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.6403478980064392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107629865407944 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.038107629865407944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107629865407944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4404398202896118, + 0.034579724073410034, + 0.16976751387119293, + 0.03997749462723732, + 0.059600818902254105, + 0.04476624354720116, + 0.025480840355157852, + 0.09964676201343536, + 0.05421169474720955, + 0.03152909129858017 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.038107629865407944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1057453528046608, + 0.09262986481189728, + 0.36276328563690186, + 0.10553514957427979, + 0.04535295441746712, + 0.06964237987995148, + 0.02680366113781929, + 0.0488661527633667, + 0.08781220763921738, + 0.05484892055392265 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865659400820732 + ], + "opposite_logprob_tokens": [ + -3.048656702041626 + ], + "logprob_reward": -0.04865659400820732, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865659400820732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1897866278886795, + 0.07750770449638367, + 0.15659385919570923, + 0.0654921606183052, + 0.16290177404880524, + 0.062293846160173416, + 0.03193794563412666, + 0.06893289089202881, + 0.10415907949209213, + 0.08039414882659912 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04865659400820732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an athlete named Tom performing a low-altitude wingsuit flight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wingsuit made of vibrant crimson and matte black technical fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a narrow canyon with jagged, rust-colored rock faces and a bright blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera roll with the subject while capturing the suit's fabric rippling and vibrating violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by the crisp, frozen-in-a-moment clarity of a high shutter speed photograph?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999647617340088 + ], + "opposite_logprob_tokens": [ + -2.6949963569641113 + ], + "logprob_reward": -0.06999647617340088, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999647617340088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05564689636230469, + 0.030018428340554237, + 0.364734411239624, + 0.05797724053263664, + 0.06387123465538025, + 0.03407050296664238, + 0.03484625369310379, + 0.24747686088085175, + 0.05242212116718292, + 0.058936141431331635 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.06999647617340088 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_tensor([5169, 5169])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_tensor([5169, 5169])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c345759486e5c0666150e2dcc7881bede66579c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_tensor([5169, 5169])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot captured from a high-angle, slightly bird's-eye view from a drone, the camera slowly and steadily follows the subject in synchronized, circular motion. The image reveals a minimalist world composed of pure black, pure white, and countless shades of gray in between. A vast, mirror-like expanse of gray water reflects the leaden sky, the two colors blending seamlessly, with almost no demarcation. In the center of the water, a simple marker, made from a few weathered bamboo poles, stands alone. A fisherman steers a narrow, dark-black wooden boat, its simple lines stained with a subtle matte sheen from years of use. With his back to the camera, the fisherman, hunched over, wears a wide, traditional bamboo hat woven from withered bamboo strips and a loose, dark-gray cotton-linen jacket. He gripped a long wooden oar tightly in both hands, each stroke appearing unhurried and rhythmic. The oar's impact on the water only stirred faint, rapidly expanding white ripples on the mirror-like surface. The boat moved slowly, at an almost meditative pace, in a perfect circle, circling the bamboo pole mark. The even, soft, diffuse light outlined the contours of everything without creating noticeable shadows, enhancing the flatness and abstraction of the painting. The overall atmosphere was imbued with the poetic and Zen-like qualities of an Eastern ink painting. An ultimate sense of tranquility, solitude, and eternity enveloped the entire scene.", + "seed": 26503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_5169_seed_26503_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04167395494878292, + "vlm_logprob": -0.04167395494878292, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.04167395494878292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034827232360839844 + ], + "opposite_logprob_tokens": [ + -3.65982723236084 + ], + "logprob_reward": -0.034827232360839844, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.034827232360839844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12670612335205078, + 0.12274117767810822, + 0.04827779158949852, + 0.05840419977903366, + 0.31049859523773193, + 0.14607049524784088, + 0.03443767875432968, + 0.03745534271001816, + 0.08176290988922119, + 0.03364570811390877 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.034827232360839844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233188197016716 + ], + "opposite_logprob_tokens": [ + -3.7733187675476074 + ], + "logprob_reward": -0.0233188197016716, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233188197016716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09961853176355362, + 0.06489230692386627, + 0.117486372590065, + 0.06007494777441025, + 0.297110915184021, + 0.05560231953859329, + 0.08590482920408249, + 0.08718986064195633, + 0.03139370679855347, + 0.10072613507509232 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.0233188197016716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890357568860054 + ], + "opposite_logprob_tokens": [ + -2.464035749435425 + ], + "logprob_reward": -0.0890357568860054, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890357568860054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14026100933551788, + 0.05337047576904297, + 0.11001835018396378, + 0.19021660089492798, + 0.09124813228845596, + 0.1198941245675087, + 0.035654835402965546, + 0.05467087775468826, + 0.14833252131938934, + 0.05633310228586197 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0890357568860054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1021101325750351, + 0.05929907411336899, + 0.05886392295360565, + 0.07027924805879593, + 0.2460050731897354, + 0.12164546549320221, + 0.032860882580280304, + 0.14167405664920807, + 0.03207889944314957, + 0.13518323004245758 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048640016466379166 + ], + "opposite_logprob_tokens": [ + -3.048640012741089 + ], + "logprob_reward": -0.048640016466379166, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048640016466379166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06218646839261055, + 0.049938805401325226, + 0.04985036328434944, + 0.1785660833120346, + 0.2977043390274048, + 0.1120898574590683, + 0.06835730373859406, + 0.05044125020503998, + 0.041924264281988144, + 0.0889413133263588 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.048640016466379166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot captured from a high-angle, slightly bird's-eye view from a drone, the camera slowly and steadily follows the subject in synchronized, circular motion. The image reveals a minimalist world composed of pure black, pure white, and countless shades of gray in between. A vast, mirror-like expanse of gray water reflects the leaden sky, the two colors blending seamlessly, with almost no demarcation. In the center of the water, a simple marker, made from a few weathered bamboo poles, stands alone. A fisherman steers a narrow, dark-black wooden boat, its simple lines stained with a subtle matte sheen from years of use. With his back to the camera, the fisherman, hunched over, wears a wide, traditional bamboo hat woven from withered bamboo strips and a loose, dark-gray cotton-linen jacket. He gripped a long wooden oar tightly in both hands, each stroke appearing unhurried and rhythmic. The oar's impact on the water only stirred faint, rapidly expanding white ripples on the mirror-like surface. The boat moved slowly, at an almost meditative pace, in a perfect circle, circling the bamboo pole mark. The even, soft, diffuse light outlined the contours of everything without creating noticeable shadows, enhancing the flatness and abstraction of the painting. The overall atmosphere was imbued with the poetic and Zen-like qualities of an Eastern ink painting. An ultimate sense of tranquility, solitude, and eternity enveloped the entire scene.", + "seed": 26504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_5169_seed_26504_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023015564773231745, + "vlm_logprob": -0.023015564773231745, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.023015564773231745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01570476032793522 + ], + "opposite_logprob_tokens": [ + -4.39070463180542 + ], + "logprob_reward": -0.01570476032793522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01570476032793522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5560261011123657, + 0.04765743762254715, + 0.02405758947134018, + 0.01760287396609783, + 0.0353076308965683, + 0.02026868611574173, + 0.08129005879163742, + 0.03221806138753891, + 0.13385623693466187, + 0.051715411245822906 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01570476032793522 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098320595920086 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098320595920086, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098320595920086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7985615730285645, + 0.05029553547501564, + 0.027566172182559967, + 0.012775253504514694, + 0.01182745024561882, + 0.014323868788778782, + 0.018465664237737656, + 0.02650175243616104, + 0.020245494320988655, + 0.019437234848737717 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011098320595920086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3329269587993622, + 0.057899829000234604, + 0.05189184099435806, + 0.01801452971994877, + 0.08486002683639526, + 0.080168716609478, + 0.03236586973071098, + 0.1675303876399994, + 0.0769394114613533, + 0.09740246832370758 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.033695563673973083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6059305667877197, + 0.06696456670761108, + 0.04232461005449295, + 0.026624446734786034, + 0.01782887615263462, + 0.05342720448970795, + 0.06977233290672302, + 0.04616785794496536, + 0.04010308161377907, + 0.030856482684612274 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863036423921585 + ], + "opposite_logprob_tokens": [ + -3.048630475997925 + ], + "logprob_reward": -0.04863036423921585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863036423921585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7459582090377808, + 0.019532471895217896, + 0.011948193423449993, + 0.011801643297076225, + 0.022118426859378815, + 0.016561012715101242, + 0.04242071136832237, + 0.024054668843746185, + 0.0857616439461708, + 0.019843032583594322 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.04863036423921585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot captured from a high-angle, slightly bird's-eye view from a drone, the camera slowly and steadily follows the subject in synchronized, circular motion. The image reveals a minimalist world composed of pure black, pure white, and countless shades of gray in between. A vast, mirror-like expanse of gray water reflects the leaden sky, the two colors blending seamlessly, with almost no demarcation. In the center of the water, a simple marker, made from a few weathered bamboo poles, stands alone. A fisherman steers a narrow, dark-black wooden boat, its simple lines stained with a subtle matte sheen from years of use. With his back to the camera, the fisherman, hunched over, wears a wide, traditional bamboo hat woven from withered bamboo strips and a loose, dark-gray cotton-linen jacket. He gripped a long wooden oar tightly in both hands, each stroke appearing unhurried and rhythmic. The oar's impact on the water only stirred faint, rapidly expanding white ripples on the mirror-like surface. The boat moved slowly, at an almost meditative pace, in a perfect circle, circling the bamboo pole mark. The even, soft, diffuse light outlined the contours of everything without creating noticeable shadows, enhancing the flatness and abstraction of the painting. The overall atmosphere was imbued with the poetic and Zen-like qualities of an Eastern ink painting. An ultimate sense of tranquility, solitude, and eternity enveloped the entire scene.", + "seed": 26505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_5169_seed_26505_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043198966048657896, + "vlm_logprob": -0.043198966048657896, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.043198966048657896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04555317759513855 + ], + "opposite_logprob_tokens": [ + -3.295553207397461 + ], + "logprob_reward": -0.04555317759513855, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04555317759513855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1322176456451416, + 0.06676965951919556, + 0.041000865399837494, + 0.06259414553642273, + 0.04843059182167053, + 0.02707177773118019, + 0.04059303179383278, + 0.3283292055130005, + 0.029956236481666565, + 0.22303688526153564 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.04555317759513855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372772037982941 + ], + "opposite_logprob_tokens": [ + -3.4087276458740234 + ], + "logprob_reward": -0.03372772037982941, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372772037982941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09851471334695816, + 0.04486803710460663, + 0.05869963392615318, + 0.045578278601169586, + 0.06832246482372284, + 0.0532754510641098, + 0.041028063744306564, + 0.04156598821282387, + 0.06502772867679596, + 0.4831196665763855 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.03372772037982941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896201312541962 + ], + "opposite_logprob_tokens": [ + -2.5789620876312256 + ], + "logprob_reward": -0.07896201312541962, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896201312541962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06173919886350632, + 0.017080102115869522, + 0.03701071813702583, + 0.051527246832847595, + 0.02497483603656292, + 0.013925101608037949, + 0.046506885439157486, + 0.24636171758174896, + 0.040143731981515884, + 0.4607304632663727 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.07896201312541962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05364619195461273, + 0.02690740115940571, + 0.054957203567028046, + 0.0674852505326271, + 0.036711208522319794, + 0.0315857008099556, + 0.08008694648742676, + 0.09325867146253586, + 0.04473124444484711, + 0.5106300711631775 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493206903338432 + ], + "opposite_logprob_tokens": [ + -2.929932117462158 + ], + "logprob_reward": -0.05493206903338432, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493206903338432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09917148947715759, + 0.05375680699944496, + 0.05828321725130081, + 0.08233773708343506, + 0.08969015628099442, + 0.06869854032993317, + 0.055348869413137436, + 0.18233360350131989, + 0.08988456428050995, + 0.2204950600862503 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.05493206903338432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot captured from a high-angle, slightly bird's-eye view from a drone, the camera slowly and steadily follows the subject in synchronized, circular motion. The image reveals a minimalist world composed of pure black, pure white, and countless shades of gray in between. A vast, mirror-like expanse of gray water reflects the leaden sky, the two colors blending seamlessly, with almost no demarcation. In the center of the water, a simple marker, made from a few weathered bamboo poles, stands alone. A fisherman steers a narrow, dark-black wooden boat, its simple lines stained with a subtle matte sheen from years of use. With his back to the camera, the fisherman, hunched over, wears a wide, traditional bamboo hat woven from withered bamboo strips and a loose, dark-gray cotton-linen jacket. He gripped a long wooden oar tightly in both hands, each stroke appearing unhurried and rhythmic. The oar's impact on the water only stirred faint, rapidly expanding white ripples on the mirror-like surface. The boat moved slowly, at an almost meditative pace, in a perfect circle, circling the bamboo pole mark. The even, soft, diffuse light outlined the contours of everything without creating noticeable shadows, enhancing the flatness and abstraction of the painting. The overall atmosphere was imbued with the poetic and Zen-like qualities of an Eastern ink painting. An ultimate sense of tranquility, solitude, and eternity enveloped the entire scene.", + "seed": 26506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_15/index_5169_seed_26506_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015659783221781253, + "vlm_logprob": -0.015659783221781253, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.015659783221781253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005674207583069801 + ], + "opposite_logprob_tokens": [ + -5.755674362182617 + ], + "logprob_reward": -0.005674207583069801, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.005674207583069801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16226668655872345, + 0.11347473412752151, + 0.1370552033185959, + 0.07775507867336273, + 0.190251886844635, + 0.055644456297159195, + 0.05945224314928055, + 0.11402297765016556, + 0.0440959632396698, + 0.04598081856966019 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005674207583069801 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753476802259684 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753476802259684, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753476802259684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10271928459405899, + 0.11892572790384293, + 0.05554722994565964, + 0.22852329909801483, + 0.2085290402173996, + 0.07502071559429169, + 0.025537308305501938, + 0.09680382162332535, + 0.03849629685282707, + 0.04989725723862648 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.006753476802259684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818414404988289 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818414404988289, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818414404988289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12748406827449799, + 0.06975506246089935, + 0.027466610074043274, + 0.04241971671581268, + 0.13764382898807526, + 0.03223971650004387, + 0.08465629070997238, + 0.1512855738401413, + 0.07696384191513062, + 0.2500852644443512 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.01818414404988289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642185289412737 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642185289412737, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642185289412737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10745012015104294, + 0.13042707741260529, + 0.1916494518518448, + 0.12138905376195908, + 0.204844668507576, + 0.043340038508176804, + 0.03216972202062607, + 0.09676802158355713, + 0.02031082659959793, + 0.0516510084271431 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.004642185289412737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, slightly bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment composed primarily of black, white, and gray tones with a mirror-like gray water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a simple marker made of weathered bamboo poles visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fisherman wearing a traditional bamboo hat and a dark-gray jacket steering a narrow dark-black wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the boat in a slow, steady, synchronized circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304490238428116 + ], + "opposite_logprob_tokens": [ + -3.1680448055267334 + ], + "logprob_reward": -0.04304490238428116, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304490238428116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10188519209623337, + 0.11719652265310287, + 0.04377041012048721, + 0.03912564367055893, + 0.2513684332370758, + 0.12809479236602783, + 0.10792754590511322, + 0.12616662681102753, + 0.022521406412124634, + 0.06194336712360382 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.04304490238428116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_tensor([6431, 6431])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_tensor([6431, 6431])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6205ad6c13e9e9537e4f1a0ac4a52b7de6257927 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_tensor([6431, 6431])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, rendered in the stark, beautifully minimalist style of Chinese ink painting, begins with a slow, deliberate downward tilt through a dense jungle of short, wide bamboo. The entire scene is a masterful performance of monochrome tones against a textured background of grayish-white rice paper, with soft, ethereal snowflakes silently drifting down. As the perspective descends, it reveals a subtle contrast between the pure, untouched white of the snow and the dark, damp surface of the bamboo. The broad leaves are depicted with bold, fluid strokes of ink, a deep, saturated black, their surfaces shimmering where the snow has yet to fall. The segmented stalks, rendered in varying shades of gray, their strong vertical forms contrast with the soft, horizontal layers of snow. The slow camera movement induces a contemplative focus, drawing the eye to the subtle interactions of snow and vegetation—a leaf gently bending under the weight of fresh powder, the sharp line where white snow meets black stem—creating an atmosphere of profound tranquility and minimalist beauty.", + "seed": 4149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_6431_seed_4149_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4344074007123709, + "vlm_logprob": -0.4344074007123709, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.4344074007123709, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8530675768852234 + ], + "opposite_logprob_tokens": [ + -0.6030675768852234 + ], + "logprob_reward": -0.8530675768852234, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8530675768852234, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11974680423736572, + 0.03911050409078598, + 0.02788081020116806, + 0.07740843296051025, + 0.07183042168617249, + 0.08453032374382019, + 0.3174469470977783, + 0.03504127264022827, + 0.08254112303256989, + 0.14446334540843964 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.8530675768852234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742463231086731 + ], + "opposite_logprob_tokens": [ + -0.4742463231086731 + ], + "logprob_reward": -0.9742463231086731, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742463231086731, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25199073553085327, + 0.08490770310163498, + 0.0498366616666317, + 0.14022454619407654, + 0.05969247221946716, + 0.06918485462665558, + 0.08240144699811935, + 0.12931913137435913, + 0.07686810940504074, + 0.055574335157871246 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.9742463231086731 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096873208880424 + ], + "opposite_logprob_tokens": [ + -4.141097068786621 + ], + "logprob_reward": -0.016096873208880424, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096873208880424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13682545721530914, + 0.11140573769807816, + 0.051692038774490356, + 0.1758642941713333, + 0.11198780685663223, + 0.08429262787103653, + 0.0870891809463501, + 0.09349463135004044, + 0.12066816538572311, + 0.026680076494812965 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.016096873208880424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016032636165619 + ], + "opposite_logprob_tokens": [ + -1.7016032934188843 + ], + "logprob_reward": -0.2016032636165619, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016032636165619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795283734798431, + 0.05755040794610977, + 0.1028757318854332, + 0.1829100400209427, + 0.046130936592817307, + 0.09696950763463974, + 0.13780997693538666, + 0.07839278876781464, + 0.1368001401424408, + 0.07260772585868835 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.2016032636165619 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702296674251556 + ], + "opposite_logprob_tokens": [ + -2.1270229816436768 + ], + "logprob_reward": -0.12702296674251556, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702296674251556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19882531464099884, + 0.12565965950489044, + 0.1070207804441452, + 0.1706572026014328, + 0.0563080795109272, + 0.19210581481456757, + 0.05054784193634987, + 0.0262182354927063, + 0.0320926196873188, + 0.04056442156434059 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.12702296674251556 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the stark, beautifully minimalist style of Chinese ink painting, begins with a slow, deliberate downward tilt through a dense jungle of short, wide bamboo. The entire scene is a masterful performance of monochrome tones against a textured background of grayish-white rice paper, with soft, ethereal snowflakes silently drifting down. As the perspective descends, it reveals a subtle contrast between the pure, untouched white of the snow and the dark, damp surface of the bamboo. The broad leaves are depicted with bold, fluid strokes of ink, a deep, saturated black, their surfaces shimmering where the snow has yet to fall. The segmented stalks, rendered in varying shades of gray, their strong vertical forms contrast with the soft, horizontal layers of snow. The slow camera movement induces a contemplative focus, drawing the eye to the subtle interactions of snow and vegetation—a leaf gently bending under the weight of fresh powder, the sharp line where white snow meets black stem—creating an atmosphere of profound tranquility and minimalist beauty.", + "seed": 4150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_6431_seed_4150_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7813204698264599, + "vlm_logprob": -0.7813204698264599, + "vlm_yes_no_margin": 0.925, + "vlm_token_credit": -0.7813204698264599, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6323823928833008 + ], + "opposite_logprob_tokens": [ + -0.8823823928833008 + ], + "logprob_reward": -0.6323823928833008, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6323823928833008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11108652502298355, + 0.06313841789960861, + 0.15443302690982819, + 0.03970362991094589, + 0.054865676909685135, + 0.03128644451498985, + 0.12785516679286957, + 0.06678691506385803, + 0.03884270042181015, + 0.3120015263557434 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.6323823928833008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9299421310424805 + ], + "opposite_logprob_tokens": [ + -0.05494222417473793 + ], + "logprob_reward": -2.9299421310424805, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9299421310424805, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31498244404792786, + 0.10979684442281723, + 0.10995368659496307, + 0.06998267024755478, + 0.03867010027170181, + 0.033327747136354446, + 0.09564148634672165, + 0.040961459279060364, + 0.06151888519525528, + 0.12516474723815918 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -2.9299421310424805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0234038345515728 + ], + "opposite_logprob_tokens": [ + -3.7734038829803467 + ], + "logprob_reward": -0.0234038345515728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0234038345515728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2468956857919693, + 0.11108239740133286, + 0.10943680256605148, + 0.049405161291360855, + 0.06345359236001968, + 0.11006830632686615, + 0.11896409839391708, + 0.060553960502147675, + 0.04033728688955307, + 0.08980268239974976 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0234038345515728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16048456728458405 + ], + "opposite_logprob_tokens": [ + -1.9104845523834229 + ], + "logprob_reward": -0.16048456728458405, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16048456728458405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15774500370025635, + 0.06321600079536438, + 0.08222893625497818, + 0.018386216834187508, + 0.04674341157078743, + 0.11258555203676224, + 0.1285388171672821, + 0.14599609375, + 0.18856067955493927, + 0.0559992641210556 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.16048456728458405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038942337036133 + ], + "opposite_logprob_tokens": [ + -1.9103894233703613 + ], + "logprob_reward": -0.16038942337036133, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038942337036133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11971758306026459, + 0.040263738483190536, + 0.12019358575344086, + 0.040629174560308456, + 0.1202419176697731, + 0.1411420851945877, + 0.05204455181956291, + 0.0406847782433033, + 0.04159007593989372, + 0.28349247574806213 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.16038942337036133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the stark, beautifully minimalist style of Chinese ink painting, begins with a slow, deliberate downward tilt through a dense jungle of short, wide bamboo. The entire scene is a masterful performance of monochrome tones against a textured background of grayish-white rice paper, with soft, ethereal snowflakes silently drifting down. As the perspective descends, it reveals a subtle contrast between the pure, untouched white of the snow and the dark, damp surface of the bamboo. The broad leaves are depicted with bold, fluid strokes of ink, a deep, saturated black, their surfaces shimmering where the snow has yet to fall. The segmented stalks, rendered in varying shades of gray, their strong vertical forms contrast with the soft, horizontal layers of snow. The slow camera movement induces a contemplative focus, drawing the eye to the subtle interactions of snow and vegetation—a leaf gently bending under the weight of fresh powder, the sharp line where white snow meets black stem—creating an atmosphere of profound tranquility and minimalist beauty.", + "seed": 4151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_6431_seed_4151_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3921838279813528, + "vlm_logprob": -0.3921838279813528, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.3921838279813528, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6755672693252563 + ], + "opposite_logprob_tokens": [ + -0.8005672693252563 + ], + "logprob_reward": -0.6755672693252563, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6755672693252563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07788927108049393, + 0.02024584822356701, + 0.02811993472278118, + 0.020871935412287712, + 0.02127569168806076, + 0.017080288380384445, + 0.01664482057094574, + 0.04335736483335495, + 0.7279380559921265, + 0.02657674439251423 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.6755672693252563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053876280784607 + ], + "opposite_logprob_tokens": [ + -0.42887628078460693 + ], + "logprob_reward": -1.053876280784607, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053876280784607, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06898326426744461, + 0.010993776842951775, + 0.03231409192085266, + 0.03793249651789665, + 0.010980265215039253, + 0.009106948040425777, + 0.004807483404874802, + 0.0254262275993824, + 0.7879956364631653, + 0.011459780856966972 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -1.053876280784607 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182164516299963 + ], + "opposite_logprob_tokens": [ + -4.018216609954834 + ], + "logprob_reward": -0.0182164516299963, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0182164516299963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07133496552705765, + 0.013277998194098473, + 0.024060599505901337, + 0.023328125476837158, + 0.022760890424251556, + 0.020233048126101494, + 0.009617540054023266, + 0.02967146411538124, + 0.7615936398506165, + 0.02412167564034462 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0182164516299963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295981705188751 + ], + "opposite_logprob_tokens": [ + -2.237959861755371 + ], + "logprob_reward": -0.11295981705188751, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295981705188751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017811791971325874, + 0.009338798932731152, + 0.016075193881988525, + 0.008530220948159695, + 0.014308681711554527, + 0.010661885142326355, + 0.06150808185338974, + 0.023929178714752197, + 0.8171845078468323, + 0.020651601254940033 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.11295981705188751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029932111501694 + ], + "opposite_logprob_tokens": [ + -2.35029935836792 + ], + "logprob_reward": -0.10029932111501694, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029932111501694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01721169427037239, + 0.008788608014583588, + 0.00636685686185956, + 0.018260382115840912, + 0.025839263573288918, + 0.039226461201906204, + 0.007106437813490629, + 0.009951164945960045, + 0.8583683967590332, + 0.008880793116986752 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.10029932111501694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the stark, beautifully minimalist style of Chinese ink painting, begins with a slow, deliberate downward tilt through a dense jungle of short, wide bamboo. The entire scene is a masterful performance of monochrome tones against a textured background of grayish-white rice paper, with soft, ethereal snowflakes silently drifting down. As the perspective descends, it reveals a subtle contrast between the pure, untouched white of the snow and the dark, damp surface of the bamboo. The broad leaves are depicted with bold, fluid strokes of ink, a deep, saturated black, their surfaces shimmering where the snow has yet to fall. The segmented stalks, rendered in varying shades of gray, their strong vertical forms contrast with the soft, horizontal layers of snow. The slow camera movement induces a contemplative focus, drawing the eye to the subtle interactions of snow and vegetation—a leaf gently bending under the weight of fresh powder, the sharp line where white snow meets black stem—creating an atmosphere of profound tranquility and minimalist beauty.", + "seed": 4152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_2/index_6431_seed_4152_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4846985813230276, + "vlm_logprob": -0.4846985813230276, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.4846985813230276, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7956126928329468 + ], + "opposite_logprob_tokens": [ + -0.6706126928329468 + ], + "logprob_reward": -0.7956126928329468, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7956126928329468, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14178025722503662, + 0.06512443721294403, + 0.06951858103275299, + 0.08891721069812775, + 0.07612169533967972, + 0.12876208126544952, + 0.10334242135286331, + 0.07994326204061508, + 0.16497698426246643, + 0.08151307702064514 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.7956126928329468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313407063484192 + ], + "opposite_logprob_tokens": [ + -0.3134070932865143 + ], + "logprob_reward": -1.313407063484192, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313407063484192, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5117610692977905, + 0.04350912198424339, + 0.05146292969584465, + 0.05168384686112404, + 0.08283837139606476, + 0.06698425114154816, + 0.08440863341093063, + 0.03557436168193817, + 0.03702760487794876, + 0.03474973142147064 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -1.313407063484192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01257302425801754 + ], + "opposite_logprob_tokens": [ + -4.3875732421875 + ], + "logprob_reward": -0.01257302425801754, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01257302425801754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3639640808105469, + 0.06914684176445007, + 0.15563666820526123, + 0.04336170852184296, + 0.09995310008525848, + 0.0320303812623024, + 0.11195288598537445, + 0.02666446380317211, + 0.05058606341481209, + 0.0467037707567215 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01257302425801754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160306990146637 + ], + "opposite_logprob_tokens": [ + -1.7016030550003052 + ], + "logprob_reward": -0.20160306990146637, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160306990146637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3696284592151642, + 0.053168728947639465, + 0.1325482428073883, + 0.057276401668787, + 0.04057878255844116, + 0.018816063180565834, + 0.15951582789421082, + 0.044961024075746536, + 0.0440811887383461, + 0.07942526042461395 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.20160306990146637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense jungle of short, wide bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style rendered in a stark, minimalist Chinese ink painting style on a grayish-white rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft, ethereal snowflakes visible drifting down in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow, deliberate downward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029705613851547 + ], + "opposite_logprob_tokens": [ + -2.350296974182129 + ], + "logprob_reward": -0.10029705613851547, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029705613851547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14645853638648987, + 0.0624484084546566, + 0.03291415050625801, + 0.0586373470723629, + 0.06793726980686188, + 0.2497362345457077, + 0.10335711389780045, + 0.07213912904262543, + 0.15277691185474396, + 0.05359487608075142 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.10029705613851547 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_tensor([3024, 3024])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_tensor([3024, 3024])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..43b74e5f3482a99ad6a1faf722531ef2d035140e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_tensor([3024, 3024])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Low-angle, static medium shots capture the moment of violent impact in breathtaking super-slow motion, rendered in high-quality cinematic detail. On a damp, bumpy cobblestone street, shrouded in mystery, a fantastical, fuel-powered tricycle collides with an unseen force. The vehicle, a masterpiece of ornate Victorian design, its frame adorned with polished brass fittings and intricate gears, gleams in the dim light. As the front of the tricycle violently collapses, the crimson velvet seats ripple with the shockwave. The true force of the impact is visualized as a nearby cast-iron gas lamp shatters, sending a cascade of glittering glass shards streaking gracefully through the air in mesmerizing slow motion. These fragments, capturing the flickering warm golden glow of the dying gas flame, seem suspended in thick diamonds as the swirling fog swirls and separates in chaos, creating a scene of intense and haunting beauty, freezing a single, devastating moment.", + "seed": 436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_3024_seed_436_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1483689181506634, + "vlm_logprob": -0.1483689181506634, + "vlm_yes_no_margin": 2.899999976158142, + "vlm_token_credit": -0.1483689181506634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5185025930404663 + ], + "opposite_logprob_tokens": [ + -1.0185025930404663 + ], + "logprob_reward": -0.5185025930404663, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5185025930404663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3190568685531616, + 0.04474949464201927, + 0.07032935321331024, + 0.04032159596681595, + 0.08431480079889297, + 0.04314984381198883, + 0.05212801694869995, + 0.045769866555929184, + 0.25039517879486084, + 0.049784932285547256 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.5185025930404663 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286720752716064 + ], + "opposite_logprob_tokens": [ + -2.017867088317871 + ], + "logprob_reward": -0.14286720752716064, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14286720752716064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06800192594528198, + 0.08277881890535355, + 0.033073995262384415, + 0.07237894833087921, + 0.11313974857330322, + 0.04758622497320175, + 0.1009780615568161, + 0.0398574098944664, + 0.3855034112930298, + 0.0567014105618 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.14286720752716064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664513006806374 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.008664513006806374, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664513006806374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20817254483699799, + 0.13705281913280487, + 0.0718492865562439, + 0.04474138841032982, + 0.08368737250566483, + 0.10421043634414673, + 0.09663458913564682, + 0.03780102729797363, + 0.15872043371200562, + 0.05713016539812088 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008664513006806374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097829420119524 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.0097829420119524, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097829420119524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2673848271369934, + 0.08147518336772919, + 0.05430256202816963, + 0.03179292008280754, + 0.08643589913845062, + 0.22982491552829742, + 0.08956445008516312, + 0.03981923311948776, + 0.08072619885206223, + 0.03867382928729057 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0097829420119524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202733516693115 + ], + "opposite_logprob_tokens": [ + -2.8120274543762207 + ], + "logprob_reward": -0.06202733516693115, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202733516693115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32131895422935486, + 0.03319569304585457, + 0.04898247495293617, + 0.042975053191185, + 0.09469857066869736, + 0.05514143779873848, + 0.03972523286938667, + 0.0792144313454628, + 0.24073687195777893, + 0.04401129484176636 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.06202733516693115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Low-angle, static medium shots capture the moment of violent impact in breathtaking super-slow motion, rendered in high-quality cinematic detail. On a damp, bumpy cobblestone street, shrouded in mystery, a fantastical, fuel-powered tricycle collides with an unseen force. The vehicle, a masterpiece of ornate Victorian design, its frame adorned with polished brass fittings and intricate gears, gleams in the dim light. As the front of the tricycle violently collapses, the crimson velvet seats ripple with the shockwave. The true force of the impact is visualized as a nearby cast-iron gas lamp shatters, sending a cascade of glittering glass shards streaking gracefully through the air in mesmerizing slow motion. These fragments, capturing the flickering warm golden glow of the dying gas flame, seem suspended in thick diamonds as the swirling fog swirls and separates in chaos, creating a scene of intense and haunting beauty, freezing a single, devastating moment.", + "seed": 437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_3024_seed_437_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13268051706254483, + "vlm_logprob": -0.13268051706254483, + "vlm_yes_no_margin": 2.8999999880790712, + "vlm_token_credit": -0.13268051706254483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3863375782966614 + ], + "opposite_logprob_tokens": [ + -1.2613375186920166 + ], + "logprob_reward": -0.3863375782966614, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3863375782966614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12087680399417877, + 0.23541772365570068, + 0.03519721329212189, + 0.09259401261806488, + 0.06182166561484337, + 0.19551785290241241, + 0.09376096725463867, + 0.06858235597610474, + 0.05819070339202881, + 0.038040753453969955 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.3863375782966614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604689359664917 + ], + "opposite_logprob_tokens": [ + -1.9104689359664917 + ], + "logprob_reward": -0.1604689359664917, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604689359664917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04480314254760742, + 0.31574034690856934, + 0.024654842913150787, + 0.07455550879240036, + 0.23042891919612885, + 0.11704941838979721, + 0.12615035474300385, + 0.028332015499472618, + 0.024460548534989357, + 0.01382482424378395 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.1604689359664917 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076560406014323235 + ], + "opposite_logprob_tokens": [ + -4.882656097412109 + ], + "logprob_reward": -0.0076560406014323235, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076560406014323235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06758491694927216, + 0.4251466691493988, + 0.09478910267353058, + 0.07362864911556244, + 0.10336258262395859, + 0.09822443872690201, + 0.038602445274591446, + 0.03650198504328728, + 0.02407483570277691, + 0.03808429837226868 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.0076560406014323235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08466150611639023, + 0.05178855359554291, + 0.13620443642139435, + 0.09176512807607651, + 0.18431931734085083, + 0.2535170912742615, + 0.039510779082775116, + 0.04477948695421219, + 0.06350134313106537, + 0.04995241016149521 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029619932174683 + ], + "opposite_logprob_tokens": [ + -2.3502962589263916 + ], + "logprob_reward": -0.10029619932174683, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029619932174683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02720324881374836, + 0.1067642793059349, + 0.024336544796824455, + 0.037620898336172104, + 0.5080711841583252, + 0.11028672009706497, + 0.019342735409736633, + 0.04569182172417641, + 0.052032943814992905, + 0.06864961981773376 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.10029619932174683 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Low-angle, static medium shots capture the moment of violent impact in breathtaking super-slow motion, rendered in high-quality cinematic detail. On a damp, bumpy cobblestone street, shrouded in mystery, a fantastical, fuel-powered tricycle collides with an unseen force. The vehicle, a masterpiece of ornate Victorian design, its frame adorned with polished brass fittings and intricate gears, gleams in the dim light. As the front of the tricycle violently collapses, the crimson velvet seats ripple with the shockwave. The true force of the impact is visualized as a nearby cast-iron gas lamp shatters, sending a cascade of glittering glass shards streaking gracefully through the air in mesmerizing slow motion. These fragments, capturing the flickering warm golden glow of the dying gas flame, seem suspended in thick diamonds as the swirling fog swirls and separates in chaos, creating a scene of intense and haunting beauty, freezing a single, devastating moment.", + "seed": 438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_3024_seed_438_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11597214322537183, + "vlm_logprob": -0.11597214322537183, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11597214322537183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.40948405861854553 + ], + "opposite_logprob_tokens": [ + -1.1594840288162231 + ], + "logprob_reward": -0.40948405861854553, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.40948405861854553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43930235505104065, + 0.02137068659067154, + 0.021332643926143646, + 0.030635107308626175, + 0.05625517666339874, + 0.02665863372385502, + 0.016422057524323463, + 0.3583613634109497, + 0.01081930473446846, + 0.01884266920387745 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.40948405861854553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903736084699631 + ], + "opposite_logprob_tokens": [ + -2.5790374279022217 + ], + "logprob_reward": -0.07903736084699631, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903736084699631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05878642946481705, + 0.007679264526814222, + 0.013274933211505413, + 0.020118068903684616, + 0.1716339886188507, + 0.01297068316489458, + 0.011621233075857162, + 0.6525589227676392, + 0.007938871160149574, + 0.04341765493154526 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.07903736084699631 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270752124488354 + ], + "opposite_logprob_tokens": [ + -5.255270957946777 + ], + "logprob_reward": -0.005270752124488354, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270752124488354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13975511491298676, + 0.01176108792424202, + 0.0427410863339901, + 0.013005298562347889, + 0.029584255069494247, + 0.011980325914919376, + 0.010198617354035378, + 0.7236207127571106, + 0.012145903892815113, + 0.00520757120102644 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.005270752124488354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10048317909240723, + 0.04993569850921631, + 0.0518958605825901, + 0.020468709990382195, + 0.035645417869091034, + 0.028068821877241135, + 0.017644431442022324, + 0.6418153643608093, + 0.018859941512346268, + 0.03518262878060341 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0699995905160904 + ], + "opposite_logprob_tokens": [ + -2.6949996948242188 + ], + "logprob_reward": -0.0699995905160904, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0699995905160904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01195006538182497, + 0.011249257251620293, + 0.016732392832636833, + 0.03892742469906807, + 0.022919369861483574, + 0.023803232237696648, + 0.010054992511868477, + 0.82889324426651, + 0.014091704040765762, + 0.021378368139266968 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.0699995905160904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Low-angle, static medium shots capture the moment of violent impact in breathtaking super-slow motion, rendered in high-quality cinematic detail. On a damp, bumpy cobblestone street, shrouded in mystery, a fantastical, fuel-powered tricycle collides with an unseen force. The vehicle, a masterpiece of ornate Victorian design, its frame adorned with polished brass fittings and intricate gears, gleams in the dim light. As the front of the tricycle violently collapses, the crimson velvet seats ripple with the shockwave. The true force of the impact is visualized as a nearby cast-iron gas lamp shatters, sending a cascade of glittering glass shards streaking gracefully through the air in mesmerizing slow motion. These fragments, capturing the flickering warm golden glow of the dying gas flame, seem suspended in thick diamonds as the swirling fog swirls and separates in chaos, creating a scene of intense and haunting beauty, freezing a single, devastating moment.", + "seed": 439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_3/index_3024_seed_439_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09828493380919098, + "vlm_logprob": -0.09828493380919098, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.09828493380919098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.27717190980911255 + ], + "opposite_logprob_tokens": [ + -1.5271718502044678 + ], + "logprob_reward": -0.27717190980911255, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.27717190980911255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12233812361955643, + 0.45494773983955383, + 0.06364382803440094, + 0.03545558825135231, + 0.033778607845306396, + 0.13335351645946503, + 0.028378555551171303, + 0.03342035785317421, + 0.051927704364061356, + 0.042756032198667526 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.27717190980911255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374408930540085 + ], + "opposite_logprob_tokens": [ + -3.4087440967559814 + ], + "logprob_reward": -0.03374408930540085, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374408930540085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22497116029262543, + 0.5574604868888855, + 0.014375769533216953, + 0.04084217920899391, + 0.041314270347356796, + 0.043865934014320374, + 0.020425831899046898, + 0.02778659388422966, + 0.011028742417693138, + 0.017929041758179665 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03374408930540085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004108204040676355 + ], + "opposite_logprob_tokens": [ + -5.504108428955078 + ], + "logprob_reward": -0.004108204040676355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004108204040676355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12446951866149902, + 0.5843263864517212, + 0.04114462062716484, + 0.03720324859023094, + 0.03521670773625374, + 0.05913523957133293, + 0.05105604976415634, + 0.02787753753364086, + 0.01902586780488491, + 0.02054479718208313 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.004108204040676355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06477974355220795, + 0.600043773651123, + 0.04293440282344818, + 0.05985665321350098, + 0.029592547565698624, + 0.06258636713027954, + 0.04514586180448532, + 0.046895015984773636, + 0.031230751425027847, + 0.016934966668486595 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01607024483382702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a damp, bumpy cobblestone street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fantastical fuel-powered tricycle with ornate Victorian design, polished brass fittings, and intricate gears visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the front of the tricycle violently collapse while crimson velvet seats ripple with the shockwave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cast-iron gas lamp shown shattering into glittering glass shards that streak through the air in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033022105693817 + ], + "opposite_logprob_tokens": [ + -1.9103301763534546 + ], + "logprob_reward": -0.16033022105693817, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033022105693817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21464844048023224, + 0.09188134223222733, + 0.08602810651063919, + 0.035858023911714554, + 0.13795599341392517, + 0.14205075800418854, + 0.07042700797319412, + 0.11553996801376343, + 0.02831576019525528, + 0.07729458063840866 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.16033022105693817 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_tensor([3794, 3794])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_tensor([3794, 3794])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2f61e32a92f5ed64309cd34e906e7606517b4da8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_tensor([3794, 3794])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, circling close-up, with a steady, deliberate rhythm, arcs from left to right around the flames burning in the fireplace. The flames themselves are supported by several stout birch logs, their surfaces charred black, their fiery red cores visible through the cracks. The brilliant orange-yellow flames dance and flicker gracefully, occasionally punctuated by golden sparks that crackle and drift upward, ultimately disappearing into the dark hearth of rough, unpolished natural stone. The flames are the scene's sole primary light source, their soft glow casting warm, flickering, and dynamic shadows on the hearth's cast iron interior and the surrounding stone. The dominant tones of the image, intensely warm orange-red and gold, contrast sharply with the deep black and gray-brown background, creating an atmosphere of profound tranquility, comfort, and even hypnotic warmth.", + "seed": 14308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_3794_seed_14308_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08838841700926423, + "vlm_logprob": -0.08838841700926423, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.08838841700926423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10211379826068878 + ], + "opposite_logprob_tokens": [ + -2.352113723754883 + ], + "logprob_reward": -0.10211379826068878, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10211379826068878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07624701410531998, + 0.0662648007273674, + 0.10063396394252777, + 0.060274846851825714, + 0.2727944552898407, + 0.22889602184295654, + 0.05848890542984009, + 0.04008888825774193, + 0.04265647754073143, + 0.053654685616493225 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.10211379826068878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308144003152847 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.04308144003152847, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308144003152847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07943275570869446, + 0.0889386311173439, + 0.039337437599897385, + 0.09442903846502304, + 0.17688104510307312, + 0.05405106022953987, + 0.05006960406899452, + 0.10563445836305618, + 0.17951545119285583, + 0.13171051442623138 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.04308144003152847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011820956133306026 + ], + "opposite_logprob_tokens": [ + -6.7511820793151855 + ], + "logprob_reward": -0.0011820956133306026, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011820956133306026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12009640038013458, + 0.14542877674102783, + 0.1242019459605217, + 0.10884218662977219, + 0.04875996336340904, + 0.09901686012744904, + 0.06994273513555527, + 0.0541633665561676, + 0.16169649362564087, + 0.06785121560096741 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.0011820956133306026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136345744132996 + ], + "opposite_logprob_tokens": [ + -1.4063634872436523 + ], + "logprob_reward": -0.28136345744132996, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136345744132996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08591031283140182, + 0.10416845977306366, + 0.08403225988149643, + 0.10579444468021393, + 0.06196551397442818, + 0.07986707985401154, + 0.1337922066450119, + 0.06621397286653519, + 0.15473468601703644, + 0.1235210970044136 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.28136345744132996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420129369944334 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.01420129369944334, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420129369944334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295425146818161, + 0.05403333157300949, + 0.09590185433626175, + 0.09471647441387177, + 0.06354083120822906, + 0.09928847849369049, + 0.10921057313680649, + 0.05911654978990555, + 0.2051580250263214, + 0.0894913449883461 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.01420129369944334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling close-up, with a steady, deliberate rhythm, arcs from left to right around the flames burning in the fireplace. The flames themselves are supported by several stout birch logs, their surfaces charred black, their fiery red cores visible through the cracks. The brilliant orange-yellow flames dance and flicker gracefully, occasionally punctuated by golden sparks that crackle and drift upward, ultimately disappearing into the dark hearth of rough, unpolished natural stone. The flames are the scene's sole primary light source, their soft glow casting warm, flickering, and dynamic shadows on the hearth's cast iron interior and the surrounding stone. The dominant tones of the image, intensely warm orange-red and gold, contrast sharply with the deep black and gray-brown background, creating an atmosphere of profound tranquility, comfort, and even hypnotic warmth.", + "seed": 14309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_3794_seed_14309_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13914231420494616, + "vlm_logprob": -0.13914231420494616, + "vlm_yes_no_margin": 3.374999988079071, + "vlm_token_credit": -0.13914231420494616, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38984471559524536 + ], + "opposite_logprob_tokens": [ + -1.1398446559906006 + ], + "logprob_reward": -0.38984471559524536, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38984471559524536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04255685210227966, + 0.02879139967262745, + 0.055530667304992676, + 0.020749565213918686, + 0.5329864621162415, + 0.10359890758991241, + 0.08124533295631409, + 0.06978956609964371, + 0.02630152553319931, + 0.03844980522990227 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.38984471559524536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043093886226415634 + ], + "opposite_logprob_tokens": [ + -3.1680939197540283 + ], + "logprob_reward": -0.043093886226415634, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043093886226415634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08497799187898636, + 0.042409785091876984, + 0.03476990386843681, + 0.04711441323161125, + 0.4903334081172943, + 0.09728673100471497, + 0.04683845862746239, + 0.05547229200601578, + 0.02296707034111023, + 0.07782993465662003 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.043093886226415634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008150592911988497 + ], + "opposite_logprob_tokens": [ + -7.125814914703369 + ], + "logprob_reward": -0.0008150592911988497, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008150592911988497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16828760504722595, + 0.046888288110494614, + 0.09081543236970901, + 0.05370153859257698, + 0.25485658645629883, + 0.07656412571668625, + 0.09059973806142807, + 0.023582374677062035, + 0.12486761063337326, + 0.06983672082424164 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0008150592911988497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216835737228394 + ], + "opposite_logprob_tokens": [ + -1.5021684169769287 + ], + "logprob_reward": -0.25216835737228394, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216835737228394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25782492756843567, + 0.10035789012908936, + 0.08562688529491425, + 0.04908137768507004, + 0.2991131544113159, + 0.042619556188583374, + 0.04844782501459122, + 0.048643775284290314, + 0.04965278506278992, + 0.018631892278790474 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.25216835737228394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789552539587021 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789552539587021, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789552539587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09297800809144974, + 0.04737984761595726, + 0.01646794192492962, + 0.026449546217918396, + 0.571128785610199, + 0.08014297485351562, + 0.061677832156419754, + 0.04182230308651924, + 0.042697496712207794, + 0.019255297258496284 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.009789552539587021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling close-up, with a steady, deliberate rhythm, arcs from left to right around the flames burning in the fireplace. The flames themselves are supported by several stout birch logs, their surfaces charred black, their fiery red cores visible through the cracks. The brilliant orange-yellow flames dance and flicker gracefully, occasionally punctuated by golden sparks that crackle and drift upward, ultimately disappearing into the dark hearth of rough, unpolished natural stone. The flames are the scene's sole primary light source, their soft glow casting warm, flickering, and dynamic shadows on the hearth's cast iron interior and the surrounding stone. The dominant tones of the image, intensely warm orange-red and gold, contrast sharply with the deep black and gray-brown background, creating an atmosphere of profound tranquility, comfort, and even hypnotic warmth.", + "seed": 14310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_3794_seed_14310_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10637776852818207, + "vlm_logprob": -0.10637776852818207, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.10637776852818207, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20304839313030243 + ], + "opposite_logprob_tokens": [ + -1.7030483484268188 + ], + "logprob_reward": -0.20304839313030243, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20304839313030243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13491438329219818, + 0.15890249609947205, + 0.07443495839834213, + 0.1572568267583847, + 0.05119003728032112, + 0.15291552245616913, + 0.0866289734840393, + 0.05280040577054024, + 0.04160786047577858, + 0.08934859186410904 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.20304839313030243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811784088611603 + ], + "opposite_logprob_tokens": [ + -3.2881178855895996 + ], + "logprob_reward": -0.03811784088611603, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811784088611603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17957207560539246, + 0.19556781649589539, + 0.12461725622415543, + 0.10901444405317307, + 0.03845088556408882, + 0.037726957350969315, + 0.10065972059965134, + 0.0984409973025322, + 0.05457994341850281, + 0.06136985123157501 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03811784088611603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007194076315499842 + ], + "opposite_logprob_tokens": [ + -7.2507195472717285 + ], + "logprob_reward": -0.0007194076315499842, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007194076315499842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16405576467514038, + 0.13218265771865845, + 0.1214180514216423, + 0.17342017590999603, + 0.043264079838991165, + 0.03886173665523529, + 0.12394347786903381, + 0.03756529092788696, + 0.09203872084617615, + 0.07325007021427155 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0007194076315499842 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813622057437897 + ], + "opposite_logprob_tokens": [ + -1.4063621759414673 + ], + "logprob_reward": -0.2813622057437897, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813622057437897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13503457605838776, + 0.2721191644668579, + 0.11548128724098206, + 0.0766744464635849, + 0.037034083157777786, + 0.023634837940335274, + 0.18084849417209625, + 0.038378458470106125, + 0.044398002326488495, + 0.07639656960964203 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.2813622057437897 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10019299387931824, + 0.16837012767791748, + 0.08736297488212585, + 0.06436765938997269, + 0.06559057533740997, + 0.07338231801986694, + 0.12993597984313965, + 0.12298930436372757, + 0.04703030735254288, + 0.14077776670455933 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.008640995249152184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling close-up, with a steady, deliberate rhythm, arcs from left to right around the flames burning in the fireplace. The flames themselves are supported by several stout birch logs, their surfaces charred black, their fiery red cores visible through the cracks. The brilliant orange-yellow flames dance and flicker gracefully, occasionally punctuated by golden sparks that crackle and drift upward, ultimately disappearing into the dark hearth of rough, unpolished natural stone. The flames are the scene's sole primary light source, their soft glow casting warm, flickering, and dynamic shadows on the hearth's cast iron interior and the surrounding stone. The dominant tones of the image, intensely warm orange-red and gold, contrast sharply with the deep black and gray-brown background, creating an atmosphere of profound tranquility, comfort, and even hypnotic warmth.", + "seed": 14311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_4/index_3794_seed_14311_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1387814558343962, + "vlm_logprob": -0.1387814558343962, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.1387814558343962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5243419408798218 + ], + "opposite_logprob_tokens": [ + -0.8993419408798218 + ], + "logprob_reward": -0.5243419408798218, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5243419408798218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05376702919602394, + 0.35689833760261536, + 0.15059201419353485, + 0.07206401228904724, + 0.025897469371557236, + 0.07316851615905762, + 0.056558769196271896, + 0.025742964819073677, + 0.06000987067818642, + 0.1253010332584381 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.5243419408798218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060239389538765 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.02060239389538765, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060239389538765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432397961616516, + 0.1768951565027237, + 0.11722273379564285, + 0.12906119227409363, + 0.08415397256612778, + 0.08985751867294312, + 0.044188011437654495, + 0.05094440281391144, + 0.13411571085453033, + 0.030321549624204636 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02060239389538765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10445249825716019, + 0.47064366936683655, + 0.034120090305805206, + 0.0798320546746254, + 0.04001535475254059, + 0.04266795516014099, + 0.055656518787145615, + 0.041819363832473755, + 0.06111522018909454, + 0.06967724859714508 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704238295555115 + ], + "opposite_logprob_tokens": [ + -2.127042293548584 + ], + "logprob_reward": -0.12704238295555115, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704238295555115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0878974199295044, + 0.09583242237567902, + 0.14986774325370789, + 0.06671247631311417, + 0.10708848387002945, + 0.38164618611335754, + 0.02207455225288868, + 0.02282443828880787, + 0.043289121240377426, + 0.02276715822517872 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.12704238295555115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that circles from left to right around the fireplace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several stout birch logs supporting the fire, with charred black surfaces and visible fiery red cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do brilliant orange-yellow flames dance and flicker, punctuated by golden sparks drifting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hearth made of rough, unpolished natural stone with a cast iron interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames serve as the sole primary light source, casting warm, flickering shadows on the hearth and stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058476023375988 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.02058476023375988, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058476023375988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05766324698925018, + 0.7411493062973022, + 0.023931480944156647, + 0.02411271259188652, + 0.030737008899450302, + 0.025888647884130478, + 0.016659241169691086, + 0.02213539183139801, + 0.03347546234726906, + 0.024247493594884872 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02058476023375988 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_tensor([3825, 3825])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_tensor([3825, 3825])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a184a10cc36013aeea37921ebeb9471289ee6ffd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_tensor([3825, 3825])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning low-angle shot, the camera practically clinging to the rain-soaked black asphalt, zooms in with a violent, precarious urge toward the rear tire of a Lamborghini Aventador SVJ, which is furiously burning tires. Deep within a rainy cyberpunk metropolis, towering buildings cast vast shadows, their surfaces gleaming with giant holographic advertisements. Magenta, cyan, and electric blue neon lights stretch and twist across the wet road, forming streams of vibrant light. The angular Lamborghini Aventador SVJ, clad in matte black carbon fiber, its sharp lines and exaggerated aerodynamics create a cool silhouette against the shifting neon light. The absolute focal point of the shot—the rear wheel spinning at breakneck speed—vibrates violently from the immense friction, the wide, high-performance tires practically tearing apart, sending rubber particles whistling and scattering. Thick, scalding white smoke erupts from the point where the tires meet the ground, surging out like a volcanic eruption, quickly engulfing the space behind the car body and presenting psychedelic color layers under the reflection of neon lights. The entire picture is full of the ultimate details and dynamic tension of top cyberpunk animation, creating an adrenaline-pumping and shocking atmosphere of primitive power and future technology.", + "seed": 9256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_3825_seed_9256_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027438196539878845, + "vlm_logprob": -0.027438196539878845, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.027438196539878845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05175720155239105 + ], + "opposite_logprob_tokens": [ + -3.0517570972442627 + ], + "logprob_reward": -0.05175720155239105, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05175720155239105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23964479565620422, + 0.05688873678445816, + 0.07867539674043655, + 0.07063503563404083, + 0.05487040802836418, + 0.10836376994848251, + 0.11461557447910309, + 0.08551329374313354, + 0.03018968366086483, + 0.16060325503349304 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.05175720155239105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062069572508335114 + ], + "opposite_logprob_tokens": [ + -2.8120696544647217 + ], + "logprob_reward": -0.062069572508335114, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062069572508335114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07806703448295593, + 0.04815228655934334, + 0.03824988752603531, + 0.2710404694080353, + 0.05027124658226967, + 0.05134660378098488, + 0.05655302852392197, + 0.07493569701910019, + 0.04315189644694328, + 0.2882319390773773 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.062069572508335114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1099848672747612, + 0.05437076836824417, + 0.07656891644001007, + 0.4916800558567047, + 0.048218145966529846, + 0.051163725554943085, + 0.043982405215501785, + 0.03967847302556038, + 0.02574801817536354, + 0.058604635298252106 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.012539591640233994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193903550505638 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193903550505638, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193903550505638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2325569987297058, + 0.0994165912270546, + 0.07455342262983322, + 0.38907313346862793, + 0.03157095983624458, + 0.01716357283294201, + 0.0402521975338459, + 0.03516719117760658, + 0.021770372986793518, + 0.05847558379173279 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.002193903550505638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630713447928429 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630713447928429, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630713447928429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343974620103836, + 0.04245225712656975, + 0.057285334914922714, + 0.24133679270744324, + 0.10800240188837051, + 0.0595804788172245, + 0.18873468041419983, + 0.0860723927617073, + 0.03222445771098137, + 0.0499136783182621 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.008630713447928429 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle shot, the camera practically clinging to the rain-soaked black asphalt, zooms in with a violent, precarious urge toward the rear tire of a Lamborghini Aventador SVJ, which is furiously burning tires. Deep within a rainy cyberpunk metropolis, towering buildings cast vast shadows, their surfaces gleaming with giant holographic advertisements. Magenta, cyan, and electric blue neon lights stretch and twist across the wet road, forming streams of vibrant light. The angular Lamborghini Aventador SVJ, clad in matte black carbon fiber, its sharp lines and exaggerated aerodynamics create a cool silhouette against the shifting neon light. The absolute focal point of the shot—the rear wheel spinning at breakneck speed—vibrates violently from the immense friction, the wide, high-performance tires practically tearing apart, sending rubber particles whistling and scattering. Thick, scalding white smoke erupts from the point where the tires meet the ground, surging out like a volcanic eruption, quickly engulfing the space behind the car body and presenting psychedelic color layers under the reflection of neon lights. The entire picture is full of the ultimate details and dynamic tension of top cyberpunk animation, creating an adrenaline-pumping and shocking atmosphere of primitive power and future technology.", + "seed": 9257, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_3825_seed_9257_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0836311477702111, + "vlm_logprob": -0.0836311477702111, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.0836311477702111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06149746850132942 + ], + "opposite_logprob_tokens": [ + -2.936497449874878 + ], + "logprob_reward": -0.06149746850132942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06149746850132942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10332746803760529, + 0.3681512176990509, + 0.06965010613203049, + 0.12332051247358322, + 0.04494171217083931, + 0.05269923806190491, + 0.049806252121925354, + 0.07303455471992493, + 0.041694577783346176, + 0.07337428629398346 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.06149746850132942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346991658210754 + ], + "opposite_logprob_tokens": [ + -1.3134698867797852 + ], + "logprob_reward": -0.31346991658210754, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346991658210754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0999535471200943, + 0.20140281319618225, + 0.03524573892354965, + 0.05374893173575401, + 0.12406343221664429, + 0.05817655846476555, + 0.22407931089401245, + 0.09552819281816483, + 0.035833969712257385, + 0.07196745276451111 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.31346991658210754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799478128552437 + ], + "opposite_logprob_tokens": [ + -3.529799461364746 + ], + "logprob_reward": -0.029799478128552437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799478128552437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1648891419172287, + 0.17026780545711517, + 0.13450831174850464, + 0.09959814697504044, + 0.1049204021692276, + 0.041115522384643555, + 0.13965407013893127, + 0.06700638681650162, + 0.032463885843753815, + 0.045576293021440506 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029799478128552437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08611422777175903, + 0.4832998514175415, + 0.03715921938419342, + 0.17843562364578247, + 0.04175129160284996, + 0.014826532453298569, + 0.02920534461736679, + 0.06752405315637589, + 0.027707787230610847, + 0.03397610783576965 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0036128980573266745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334487646818161, + 0.05181453377008438, + 0.06841059029102325, + 0.07350213825702667, + 0.2592202425003052, + 0.07885642349720001, + 0.06529862433671951, + 0.128234401345253, + 0.042945414781570435, + 0.09826888144016266 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle shot, the camera practically clinging to the rain-soaked black asphalt, zooms in with a violent, precarious urge toward the rear tire of a Lamborghini Aventador SVJ, which is furiously burning tires. Deep within a rainy cyberpunk metropolis, towering buildings cast vast shadows, their surfaces gleaming with giant holographic advertisements. Magenta, cyan, and electric blue neon lights stretch and twist across the wet road, forming streams of vibrant light. The angular Lamborghini Aventador SVJ, clad in matte black carbon fiber, its sharp lines and exaggerated aerodynamics create a cool silhouette against the shifting neon light. The absolute focal point of the shot—the rear wheel spinning at breakneck speed—vibrates violently from the immense friction, the wide, high-performance tires practically tearing apart, sending rubber particles whistling and scattering. Thick, scalding white smoke erupts from the point where the tires meet the ground, surging out like a volcanic eruption, quickly engulfing the space behind the car body and presenting psychedelic color layers under the reflection of neon lights. The entire picture is full of the ultimate details and dynamic tension of top cyberpunk animation, creating an adrenaline-pumping and shocking atmosphere of primitive power and future technology.", + "seed": 9258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_3825_seed_9258_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.045268695894628765, + "vlm_logprob": -0.045268695894628765, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.045268695894628765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09825888276100159 + ], + "opposite_logprob_tokens": [ + -2.4732589721679688 + ], + "logprob_reward": -0.09825888276100159, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09825888276100159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.443579763174057, + 0.17864806950092316, + 0.07464449107646942, + 0.10879004001617432, + 0.04987002909183502, + 0.02739056386053562, + 0.023957574740052223, + 0.0359434075653553, + 0.019605396315455437, + 0.03757071867585182 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.09825888276100159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899417728185654 + ], + "opposite_logprob_tokens": [ + -2.5789942741394043 + ], + "logprob_reward": -0.07899417728185654, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899417728185654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09907455742359161, + 0.08480989187955856, + 0.30006375908851624, + 0.054683588445186615, + 0.06158910691738129, + 0.05249984934926033, + 0.047863926738500595, + 0.08666826784610748, + 0.04085070267319679, + 0.171896293759346 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.07899417728185654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22475430369377136, + 0.09932141751050949, + 0.057855188846588135, + 0.08663533627986908, + 0.1456543207168579, + 0.023766417056322098, + 0.035527605563402176, + 0.04893612861633301, + 0.018944276496767998, + 0.2586050033569336 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.018187422305345535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40929633378982544, + 0.03645702823996544, + 0.07415422052145004, + 0.09201251715421677, + 0.052661996334791183, + 0.13823270797729492, + 0.1111237034201622, + 0.024133233353495598, + 0.019497821107506752, + 0.04243045672774315 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00762575538828969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277241736650467 + ], + "opposite_logprob_tokens": [ + -3.7732772827148438 + ], + "logprob_reward": -0.023277241736650467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277241736650467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21648381650447845, + 0.13675566017627716, + 0.1351211965084076, + 0.09133010357618332, + 0.19740763306617737, + 0.03145556151866913, + 0.06496895104646683, + 0.02565547451376915, + 0.05469634011387825, + 0.04612516239285469 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023277241736650467 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning low-angle shot, the camera practically clinging to the rain-soaked black asphalt, zooms in with a violent, precarious urge toward the rear tire of a Lamborghini Aventador SVJ, which is furiously burning tires. Deep within a rainy cyberpunk metropolis, towering buildings cast vast shadows, their surfaces gleaming with giant holographic advertisements. Magenta, cyan, and electric blue neon lights stretch and twist across the wet road, forming streams of vibrant light. The angular Lamborghini Aventador SVJ, clad in matte black carbon fiber, its sharp lines and exaggerated aerodynamics create a cool silhouette against the shifting neon light. The absolute focal point of the shot—the rear wheel spinning at breakneck speed—vibrates violently from the immense friction, the wide, high-performance tires practically tearing apart, sending rubber particles whistling and scattering. Thick, scalding white smoke erupts from the point where the tires meet the ground, surging out like a volcanic eruption, quickly engulfing the space behind the car body and presenting psychedelic color layers under the reflection of neon lights. The entire picture is full of the ultimate details and dynamic tension of top cyberpunk animation, creating an adrenaline-pumping and shocking atmosphere of primitive power and future technology.", + "seed": 9259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_5/index_3825_seed_9259_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18119200938381255, + "vlm_logprob": -0.18119200938381255, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.18119200938381255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2918471097946167 + ], + "opposite_logprob_tokens": [ + -1.4168471097946167 + ], + "logprob_reward": -0.2918471097946167, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2918471097946167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09661338478326797, + 0.08338650315999985, + 0.07588718086481094, + 0.08965534716844559, + 0.05485058203339577, + 0.05325506255030632, + 0.04406984895467758, + 0.027362028136849403, + 0.4195289611816406, + 0.055391158908605576 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.2918471097946167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761386752128601 + ], + "opposite_logprob_tokens": [ + -0.8261386752128601 + ], + "logprob_reward": -0.5761386752128601, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761386752128601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07808220386505127, + 0.06578992307186127, + 0.07682763040065765, + 0.10504481941461563, + 0.1650170534849167, + 0.14449748396873474, + 0.05713269114494324, + 0.12947967648506165, + 0.12664492428302765, + 0.05148358270525932 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.5761386752128601 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329028770327568 + ], + "opposite_logprob_tokens": [ + -3.7732903957366943 + ], + "logprob_reward": -0.02329028770327568, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329028770327568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15228083729743958, + 0.13075612485408783, + 0.05680182948708534, + 0.1155286580324173, + 0.038654498755931854, + 0.13066375255584717, + 0.02950885146856308, + 0.06055931746959686, + 0.24718442559242249, + 0.03806166723370552 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02329028770327568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072501540184021 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072501540184021, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072501540184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07690026611089706, + 0.0520133450627327, + 0.21071623265743256, + 0.05751962214708328, + 0.08386778831481934, + 0.057473234832286835, + 0.16610705852508545, + 0.06739003211259842, + 0.1115415021777153, + 0.11647091805934906 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.011072501540184021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera zooming in toward the rear tire of a Lamborghini Aventador SVJ?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car matte black carbon fiber with sharp lines and exaggerated aerodynamics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rear tire spinning rapidly while emitting thick white smoke and rubber particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rainy cyberpunk metropolis with neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036114726681262255 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036114726681262255, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036114726681262255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21718057990074158, + 0.21595589816570282, + 0.08332712203264236, + 0.06651298701763153, + 0.0507279708981514, + 0.07030841708183289, + 0.06201979145407677, + 0.08502531796693802, + 0.04145970568060875, + 0.10748228430747986 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036114726681262255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_tensor([4870, 4870])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_tensor([4870, 4870])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62385ffecc84eb88d2e66a3650427a11a0ee8fb6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_tensor([4870, 4870])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, high-angle, static shot focuses on a quiet, exhausted scene. A figure's head rests heavily on the surface of a table, cheek pressed against the cool, polished, dark wood. Long, dark hair, slightly disheveled, fans out across the intricate, swirling wood grain, its texture accentuated by the warm, low-angle light from a nearby lamp. In the foreground, a single, scattered white paper lies flat on the table. The core action is deconstructed into a subtle, rhythmic sequence: with each deep, steady exhalation of the unseen figure, a gentle puff of air moves across the smooth surface of the table, causing the edges of the paper to gently lift and flutter for a moment before settling back down in the quiet intervals between breaths. The scene is dominated by a warm palette of rich browns and soft golds, creating a strong play of light and shadow that enhances the sense of intimacy and solitude. The overall atmosphere is one of profound tranquility and deep contemplation, the only movement being the gentle, repetitive stirring of the paper, a visual anchor for the slow passage of time.", + "seed": 17361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_4870_seed_17361_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028706466685980557, + "vlm_logprob": -0.028706466685980557, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.028706466685980557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010825948789715767 + ], + "opposite_logprob_tokens": [ + -4.635826110839844 + ], + "logprob_reward": -0.010825948789715767, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010825948789715767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13440008461475372, + 0.3054247200489044, + 0.08989562094211578, + 0.04218190908432007, + 0.07115592807531357, + 0.04096875712275505, + 0.06366875022649765, + 0.07328423112630844, + 0.04667769372463226, + 0.1323423534631729 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.010825948789715767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05956777185201645, + 0.06273046135902405, + 0.031231792643666267, + 0.015032229013741016, + 0.054232507944107056, + 0.3577200174331665, + 0.09678935259580612, + 0.1642666608095169, + 0.03963847830891609, + 0.11879082024097443 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738320458680391 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738320458680391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738320458680391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17150354385375977, + 0.18174684047698975, + 0.07772263884544373, + 0.11662112176418304, + 0.08732052147388458, + 0.1702219545841217, + 0.036657657474279404, + 0.04785997420549393, + 0.011020573787391186, + 0.09932513535022736 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006738320458680391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294352263212204 + ], + "opposite_logprob_tokens": [ + -2.237943410873413 + ], + "logprob_reward": -0.11294352263212204, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294352263212204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11703471839427948, + 0.08512912690639496, + 0.11044345796108246, + 0.04376983270049095, + 0.17842581868171692, + 0.17107845842838287, + 0.03243726119399071, + 0.10419359058141708, + 0.051537785679101944, + 0.10594990104436874 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.11294352263212204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019376566633582115 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019376566633582115, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019376566633582115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1297527253627777, + 0.09897784143686295, + 0.1379593163728714, + 0.04869423806667328, + 0.09557370096445084, + 0.18922142684459686, + 0.04774968698620796, + 0.09769893437623978, + 0.0429028756916523, + 0.11146926134824753 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.0019376566633582115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle, static shot focuses on a quiet, exhausted scene. A figure's head rests heavily on the surface of a table, cheek pressed against the cool, polished, dark wood. Long, dark hair, slightly disheveled, fans out across the intricate, swirling wood grain, its texture accentuated by the warm, low-angle light from a nearby lamp. In the foreground, a single, scattered white paper lies flat on the table. The core action is deconstructed into a subtle, rhythmic sequence: with each deep, steady exhalation of the unseen figure, a gentle puff of air moves across the smooth surface of the table, causing the edges of the paper to gently lift and flutter for a moment before settling back down in the quiet intervals between breaths. The scene is dominated by a warm palette of rich browns and soft golds, creating a strong play of light and shadow that enhances the sense of intimacy and solitude. The overall atmosphere is one of profound tranquility and deep contemplation, the only movement being the gentle, repetitive stirring of the paper, a visual anchor for the slow passage of time.", + "seed": 17362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_4870_seed_17362_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030050626746378838, + "vlm_logprob": -0.030050626746378838, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.030050626746378838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06311744451522827 + ], + "opposite_logprob_tokens": [ + -2.813117504119873 + ], + "logprob_reward": -0.06311744451522827, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06311744451522827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4613572359085083, + 0.07082052528858185, + 0.05483844876289368, + 0.06893476098775864, + 0.06945433467626572, + 0.06088853254914284, + 0.05160147696733475, + 0.05147318169474602, + 0.05533665791153908, + 0.05529482662677765 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06311744451522827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565136887133121 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012565136887133121, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565136887133121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46692919731140137, + 0.12022688239812851, + 0.0784238651394844, + 0.036634933203458786, + 0.04481576755642891, + 0.02891075238585472, + 0.04729320853948593, + 0.08027919381856918, + 0.049605146050453186, + 0.04688118398189545 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012565136887133121 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013406822690740228 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013406822690740228, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013406822690740228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16131293773651123, + 0.42885690927505493, + 0.09945310652256012, + 0.06206366792321205, + 0.032891713082790375, + 0.048466652631759644, + 0.029009506106376648, + 0.02356000803411007, + 0.03587314113974571, + 0.07851241528987885 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0013406822690740228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003848999738693 + ], + "opposite_logprob_tokens": [ + -2.6950385570526123 + ], + "logprob_reward": -0.07003848999738693, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003848999738693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19825780391693115, + 0.11295599490404129, + 0.038553498685359955, + 0.053942736238241196, + 0.02509147673845291, + 0.05996578186750412, + 0.1062081977725029, + 0.054424770176410675, + 0.12453537434339523, + 0.22606435418128967 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07003848999738693 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3277948796749115, + 0.16612592339515686, + 0.06332050263881683, + 0.07521358132362366, + 0.05001737177371979, + 0.04697474092245102, + 0.036315929144620895, + 0.025801122188568115, + 0.03310053050518036, + 0.17533546686172485 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.003191380063071847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle, static shot focuses on a quiet, exhausted scene. A figure's head rests heavily on the surface of a table, cheek pressed against the cool, polished, dark wood. Long, dark hair, slightly disheveled, fans out across the intricate, swirling wood grain, its texture accentuated by the warm, low-angle light from a nearby lamp. In the foreground, a single, scattered white paper lies flat on the table. The core action is deconstructed into a subtle, rhythmic sequence: with each deep, steady exhalation of the unseen figure, a gentle puff of air moves across the smooth surface of the table, causing the edges of the paper to gently lift and flutter for a moment before settling back down in the quiet intervals between breaths. The scene is dominated by a warm palette of rich browns and soft golds, creating a strong play of light and shadow that enhances the sense of intimacy and solitude. The overall atmosphere is one of profound tranquility and deep contemplation, the only movement being the gentle, repetitive stirring of the paper, a visual anchor for the slow passage of time.", + "seed": 17363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_4870_seed_17363_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015307061595376582, + "vlm_logprob": -0.015307061595376582, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.015307061595376582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010347645729780197 + ], + "opposite_logprob_tokens": [ + -4.635347843170166 + ], + "logprob_reward": -0.010347645729780197, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010347645729780197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29671958088874817, + 0.09075956791639328, + 0.12421438097953796, + 0.057727254927158356, + 0.05623679235577583, + 0.08712920546531677, + 0.031279660761356354, + 0.10661494731903076, + 0.10683391243219376, + 0.042484719306230545 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.010347645729780197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059783972799778 + ], + "opposite_logprob_tokens": [ + -3.8955979347229004 + ], + "logprob_reward": -0.02059783972799778, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059783972799778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15078967809677124, + 0.5247165560722351, + 0.03542119637131691, + 0.03167709335684776, + 0.0551585778594017, + 0.10877647250890732, + 0.008630016818642616, + 0.023746781051158905, + 0.022230297327041626, + 0.03885337710380554 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02059783972799778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04987843334674835, + 0.35300225019454956, + 0.07693468779325485, + 0.19849413633346558, + 0.14630091190338135, + 0.030483156442642212, + 0.03542471304535866, + 0.02664928138256073, + 0.0421762689948082, + 0.040656138211488724 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.011074505746364594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10857271403074265, + 0.2366480976343155, + 0.056273993104696274, + 0.046517837792634964, + 0.06748753786087036, + 0.0625881627202034, + 0.04577486217021942, + 0.2305939495563507, + 0.1062377467751503, + 0.039305150508880615 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.03370478376746178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008105330052785575 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008105330052785575, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008105330052785575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25683078169822693, + 0.20472776889801025, + 0.04699995368719101, + 0.050252534449100494, + 0.06011034920811653, + 0.17846950888633728, + 0.02183990180492401, + 0.0238406453281641, + 0.05709581449627876, + 0.09983270615339279 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0008105330052785575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle, static shot focuses on a quiet, exhausted scene. A figure's head rests heavily on the surface of a table, cheek pressed against the cool, polished, dark wood. Long, dark hair, slightly disheveled, fans out across the intricate, swirling wood grain, its texture accentuated by the warm, low-angle light from a nearby lamp. In the foreground, a single, scattered white paper lies flat on the table. The core action is deconstructed into a subtle, rhythmic sequence: with each deep, steady exhalation of the unseen figure, a gentle puff of air moves across the smooth surface of the table, causing the edges of the paper to gently lift and flutter for a moment before settling back down in the quiet intervals between breaths. The scene is dominated by a warm palette of rich browns and soft golds, creating a strong play of light and shadow that enhances the sense of intimacy and solitude. The overall atmosphere is one of profound tranquility and deep contemplation, the only movement being the gentle, repetitive stirring of the paper, a visual anchor for the slow passage of time.", + "seed": 17364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_6/index_4870_seed_17364_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012965823337435723, + "vlm_logprob": -0.012965823337435723, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.012965823337435723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003909921273589134 + ], + "opposite_logprob_tokens": [ + -5.753910064697266 + ], + "logprob_reward": -0.003909921273589134, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003909921273589134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12541839480400085, + 0.07414910942316055, + 0.058995895087718964, + 0.02211594581604004, + 0.03702138736844063, + 0.1887809783220291, + 0.06544665992259979, + 0.2421506643295288, + 0.11614330857992172, + 0.06977764517068863 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.003909921273589134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085941456258297 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011085941456258297, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085941456258297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09018854796886444, + 0.047908153384923935, + 0.2601151764392853, + 0.021113477647304535, + 0.008663357235491276, + 0.06749674677848816, + 0.04946469888091087, + 0.17657846212387085, + 0.10754459351301193, + 0.17092673480510712 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.011085941456258297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07416247576475143, + 0.05241020396351814, + 0.044508177787065506, + 0.06670498847961426, + 0.031490981578826904, + 0.10835283994674683, + 0.0909552052617073, + 0.2198880910873413, + 0.19522859156131744, + 0.11629839986562729 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014195652678608894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699944615364075 + ], + "opposite_logprob_tokens": [ + -3.4086999893188477 + ], + "logprob_reward": -0.033699944615364075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699944615364075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06651060283184052, + 0.031502027064561844, + 0.05678035691380501, + 0.02223036251962185, + 0.02057368867099285, + 0.07433746010065079, + 0.13249513506889343, + 0.3169011175632477, + 0.1994343101978302, + 0.07923486083745956 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.033699944615364075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a figure's head resting on a table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the table surface made of dark, polished wood with visible swirling grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single white paper visible in the foreground lying flat on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paper gently lift and flutter with each breath before settling back down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle light creating rich browns and soft golds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019376566633582115 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019376566633582115, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019376566633582115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08865123987197876, + 0.0300604160875082, + 0.060356248170137405, + 0.02075125090777874, + 0.024153120815753937, + 0.06753906607627869, + 0.1788787990808487, + 0.33688774704933167, + 0.07867889851331711, + 0.11404319107532501 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0019376566633582115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_tensor([7621, 7621])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_tensor([7621, 7621])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6dfdd8431e29831c9ca9f22f590fe8d6898565e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_tensor([7621, 7621])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, the camera moving smoothly sideways, hugging the water's surface to keep pace with the subject. In the soft golden light of early morning, the vast, tranquil lake resembles a vast, unpolished silver mirror, reflecting the delicate colors of the sky and the distant, mist-shrouded mountain silhouettes. A swallow, its back feathers a deep blue-black sheen in the light, its belly a pristine, milky white, enters the frame with breathtaking speed. Its body is dramatically lowered, almost parallel to the water's surface, its streamlined form a picture of perfect aerodynamics. With powerful and graceful flapping of its long, pointed wings, each downward stroke, the tips of the wings slice into the water with exquisite precision and lightness, tandem, instantly carving brief, delicate V-shaped ripples across the glassy surface. These subtle ripples quickly spread outward, then swallowed by the lake's tranquility, leaving only a barely visible trail behind the swallow. The entire picture is full of dynamic beauty in tranquility, with soft light and shadow, and the tones are mainly cool lake blue and warm morning light, creating a poetic atmosphere that is both full of vitality and extremely peaceful and breathtaking.", + "seed": 16736, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_7621_seed_16736_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08215169543400407, + "vlm_logprob": -0.08215169543400407, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.08215169543400407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19849015772342682 + ], + "opposite_logprob_tokens": [ + -1.9484901428222656 + ], + "logprob_reward": -0.19849015772342682, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19849015772342682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20984293520450592, + 0.08144595474004745, + 0.05606868863105774, + 0.06025364249944687, + 0.0990326777100563, + 0.03661474585533142, + 0.08202116936445236, + 0.10180655866861343, + 0.024657445028424263, + 0.2482561469078064 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.19849015772342682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993426322937012 + ], + "opposite_logprob_tokens": [ + -1.8049342632293701 + ], + "logprob_reward": -0.17993426322937012, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993426322937012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750946342945099, + 0.12246909737586975, + 0.09386584162712097, + 0.09436370432376862, + 0.09111221134662628, + 0.06875916570425034, + 0.06207507848739624, + 0.04743887856602669, + 0.048870284110307693, + 0.19595104455947876 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.17993426322937012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654502522200346 + ], + "opposite_logprob_tokens": [ + -4.882654666900635 + ], + "logprob_reward": -0.007654502522200346, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654502522200346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436542272567749, + 0.03584956377744675, + 0.04832233861088753, + 0.07894960790872574, + 0.13786223530769348, + 0.058197420090436935, + 0.06521379947662354, + 0.21452102065086365, + 0.020127592608332634, + 0.1973022222518921 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.007654502522200346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102268256247044 + ], + "opposite_logprob_tokens": [ + -5.5041022300720215 + ], + "logprob_reward": -0.004102268256247044, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102268256247044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13599874079227448, + 0.02472713775932789, + 0.041805461049079895, + 0.06324465572834015, + 0.0780690610408783, + 0.10393033921718597, + 0.0909983366727829, + 0.05062994733452797, + 0.060112323611974716, + 0.3504839837551117 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.004102268256247044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577285438776016 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577285438776016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577285438776016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15309181809425354, + 0.05547109991312027, + 0.03147778660058975, + 0.07606394588947296, + 0.21460582315921783, + 0.06507554650306702, + 0.1532418578863144, + 0.08661144971847534, + 0.09849974513053894, + 0.06586087495088577 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.020577285438776016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, the camera moving smoothly sideways, hugging the water's surface to keep pace with the subject. In the soft golden light of early morning, the vast, tranquil lake resembles a vast, unpolished silver mirror, reflecting the delicate colors of the sky and the distant, mist-shrouded mountain silhouettes. A swallow, its back feathers a deep blue-black sheen in the light, its belly a pristine, milky white, enters the frame with breathtaking speed. Its body is dramatically lowered, almost parallel to the water's surface, its streamlined form a picture of perfect aerodynamics. With powerful and graceful flapping of its long, pointed wings, each downward stroke, the tips of the wings slice into the water with exquisite precision and lightness, tandem, instantly carving brief, delicate V-shaped ripples across the glassy surface. These subtle ripples quickly spread outward, then swallowed by the lake's tranquility, leaving only a barely visible trail behind the swallow. The entire picture is full of dynamic beauty in tranquility, with soft light and shadow, and the tones are mainly cool lake blue and warm morning light, creating a poetic atmosphere that is both full of vitality and extremely peaceful and breathtaking.", + "seed": 16737, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_7621_seed_16737_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08057325310073793, + "vlm_logprob": -0.08057325310073793, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.08057325310073793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28752562403678894 + ], + "opposite_logprob_tokens": [ + -1.5375256538391113 + ], + "logprob_reward": -0.28752562403678894, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.28752562403678894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2766207158565521, + 0.034032829105854034, + 0.03526533022522926, + 0.08133067935705185, + 0.1355685144662857, + 0.050514865666627884, + 0.1037072092294693, + 0.01535134669393301, + 0.09891241043806076, + 0.16869623959064484 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.28752562403678894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903724908828735 + ], + "opposite_logprob_tokens": [ + -2.5790371894836426 + ], + "logprob_reward": -0.07903724908828735, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903724908828735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17175577580928802, + 0.07225479185581207, + 0.04801108315587044, + 0.08951713889837265, + 0.20718784630298615, + 0.07183229923248291, + 0.1552775800228119, + 0.05763853341341019, + 0.06306099146604538, + 0.0634639710187912 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.07903724908828735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757147144526243 + ], + "opposite_logprob_tokens": [ + -5.0067572593688965 + ], + "logprob_reward": -0.006757147144526243, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757147144526243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09740660339593887, + 0.03501415252685547, + 0.0676477700471878, + 0.09399548172950745, + 0.2252248227596283, + 0.09765411168336868, + 0.11723848432302475, + 0.02437678724527359, + 0.11080590635538101, + 0.13063585758209229 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.006757147144526243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031998169142752886 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.0031998169142752886, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031998169142752886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12246878445148468, + 0.043088398873806, + 0.04121941328048706, + 0.06953412294387817, + 0.23475387692451477, + 0.06980153173208237, + 0.13720767199993134, + 0.0303800106048584, + 0.14782488346099854, + 0.10372137278318405 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.0031998169142752886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634642831981182 + ], + "opposite_logprob_tokens": [ + -3.651346445083618 + ], + "logprob_reward": -0.02634642831981182, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634642831981182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1407497525215149, + 0.050086986273527145, + 0.048502326011657715, + 0.07122042030096054, + 0.14969970285892487, + 0.13947710394859314, + 0.11859602481126785, + 0.03617795184254646, + 0.10513414442539215, + 0.14035551249980927 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.02634642831981182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, the camera moving smoothly sideways, hugging the water's surface to keep pace with the subject. In the soft golden light of early morning, the vast, tranquil lake resembles a vast, unpolished silver mirror, reflecting the delicate colors of the sky and the distant, mist-shrouded mountain silhouettes. A swallow, its back feathers a deep blue-black sheen in the light, its belly a pristine, milky white, enters the frame with breathtaking speed. Its body is dramatically lowered, almost parallel to the water's surface, its streamlined form a picture of perfect aerodynamics. With powerful and graceful flapping of its long, pointed wings, each downward stroke, the tips of the wings slice into the water with exquisite precision and lightness, tandem, instantly carving brief, delicate V-shaped ripples across the glassy surface. These subtle ripples quickly spread outward, then swallowed by the lake's tranquility, leaving only a barely visible trail behind the swallow. The entire picture is full of dynamic beauty in tranquility, with soft light and shadow, and the tones are mainly cool lake blue and warm morning light, creating a poetic atmosphere that is both full of vitality and extremely peaceful and breathtaking.", + "seed": 16738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_7621_seed_16738_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07173277670517564, + "vlm_logprob": -0.07173277670517564, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07173277670517564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1986972689628601 + ], + "opposite_logprob_tokens": [ + -1.9486973285675049 + ], + "logprob_reward": -0.1986972689628601, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1986972689628601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11871549487113953, + 0.03318408131599426, + 0.08899759501218796, + 0.3267318606376648, + 0.039256710559129715, + 0.02991669997572899, + 0.037543583661317825, + 0.03218342736363411, + 0.263762503862381, + 0.02970806509256363 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.1986972689628601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297855526208878 + ], + "opposite_logprob_tokens": [ + -2.237978458404541 + ], + "logprob_reward": -0.11297855526208878, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297855526208878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07765596359968185, + 0.051564835011959076, + 0.03900277614593506, + 0.5979070067405701, + 0.03321513533592224, + 0.03917378932237625, + 0.03526946157217026, + 0.03262496367096901, + 0.05356346443295479, + 0.040022559463977814 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.11297855526208878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270515102893114 + ], + "opposite_logprob_tokens": [ + -5.255270481109619 + ], + "logprob_reward": -0.005270515102893114, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270515102893114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047976601868867874, + 0.024279961362481117, + 0.024046877399086952, + 0.07579272240400314, + 0.043658655136823654, + 0.03361101076006889, + 0.0531807579100132, + 0.055106278508901596, + 0.5157377123832703, + 0.12660939991474152 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.005270515102893114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036231130361557007 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.0036231130361557007, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036231130361557007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057356931269168854, + 0.03846854716539383, + 0.028746221214532852, + 0.05137249454855919, + 0.02552935667335987, + 0.07117137312889099, + 0.09551673382520676, + 0.051644325256347656, + 0.5597389936447144, + 0.02045498415827751 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.0036231130361557007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809443116188049 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.03809443116188049, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809443116188049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038947802037000656, + 0.036413032561540604, + 0.08716250211000443, + 0.16099132597446442, + 0.015278258360922337, + 0.0275423564016819, + 0.036261845380067825, + 0.0858994647860527, + 0.48969241976737976, + 0.021810956299304962 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.03809443116188049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, the camera moving smoothly sideways, hugging the water's surface to keep pace with the subject. In the soft golden light of early morning, the vast, tranquil lake resembles a vast, unpolished silver mirror, reflecting the delicate colors of the sky and the distant, mist-shrouded mountain silhouettes. A swallow, its back feathers a deep blue-black sheen in the light, its belly a pristine, milky white, enters the frame with breathtaking speed. Its body is dramatically lowered, almost parallel to the water's surface, its streamlined form a picture of perfect aerodynamics. With powerful and graceful flapping of its long, pointed wings, each downward stroke, the tips of the wings slice into the water with exquisite precision and lightness, tandem, instantly carving brief, delicate V-shaped ripples across the glassy surface. These subtle ripples quickly spread outward, then swallowed by the lake's tranquility, leaving only a barely visible trail behind the swallow. The entire picture is full of dynamic beauty in tranquility, with soft light and shadow, and the tones are mainly cool lake blue and warm morning light, creating a poetic atmosphere that is both full of vitality and extremely peaceful and breathtaking.", + "seed": 16739, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_7/index_7621_seed_16739_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03957489314489067, + "vlm_logprob": -0.03957489314489067, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03957489314489067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08719059824943542 + ], + "opposite_logprob_tokens": [ + -2.837190628051758 + ], + "logprob_reward": -0.08719059824943542, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08719059824943542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5258886814117432, + 0.07116211950778961, + 0.04297945275902748, + 0.032176509499549866, + 0.049911174923181534, + 0.03348153457045555, + 0.044605858623981476, + 0.1088702529668808, + 0.0374276340007782, + 0.053496796637773514 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.08719059824943542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209959834814072 + ], + "opposite_logprob_tokens": [ + -2.8120996952056885 + ], + "logprob_reward": -0.06209959834814072, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209959834814072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1512717455625534, + 0.10055991262197495, + 0.046515967696905136, + 0.15670716762542725, + 0.09752803295850754, + 0.21177785098552704, + 0.05172716826200485, + 0.09283842891454697, + 0.05268050357699394, + 0.038393277674913406 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.06209959834814072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653319742530584 + ], + "opposite_logprob_tokens": [ + -4.88265323638916 + ], + "logprob_reward": -0.007653319742530584, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653319742530584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1978226900100708, + 0.04527965560555458, + 0.11524340510368347, + 0.17286396026611328, + 0.061603154987096786, + 0.22490528225898743, + 0.026146214455366135, + 0.07177307456731796, + 0.04862815514206886, + 0.0357343964278698 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.007653319742530584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002827339107170701 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.002827339107170701, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002827339107170701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24708619713783264, + 0.06964197754859924, + 0.06579650938510895, + 0.09434054791927338, + 0.07228008657693863, + 0.15530243515968323, + 0.060512591153383255, + 0.16296660900115967, + 0.04937156289815903, + 0.022701511159539223 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.002827339107170701 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving smoothly sideways while hugging the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a swallow visible with deep blue-black back feathers and a milky white belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the swallow fly with its body lowered almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swallow's wing tips slice into the water creating brief V-shaped ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381036102771759 + ], + "opposite_logprob_tokens": [ + -3.2881035804748535 + ], + "logprob_reward": -0.0381036102771759, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381036102771759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22389759123325348, + 0.08098683506250381, + 0.04868230223655701, + 0.06927274912595749, + 0.06364059448242188, + 0.22919663786888123, + 0.06233637034893036, + 0.18083825707435608, + 0.01778515987098217, + 0.023363519459962845 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0381036102771759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_tensor([6151, 6151])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_tensor([6151, 6151])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1e7fd793307c5c7954f7a2eae346232980b3401d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_tensor([6151, 6151])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "perfectly steady, eye-level tracking shot places the sleek submersible perfectly at the center of the frame, gliding silently through the heartbreaking darkness of the abyssal depths. The vessel's hydrodynamic, manta-ray-like shape, constructed of seamless, polished obsidian alloy, reflects the scene's sole source of light: a vast, glowing tube winding through the dark, silty seafloor. This tube pulsates with an inner, futuristic energy, bathing the environment in alternating waves of vibrant cyan and electronic magenta light. The submersible moves effortlessly and steadily, its advanced propulsion system leaving no visible wake, only the faintest glimmer of light in the murky water. Intense neon lighting sharply defines the vessel's contours, painting one side a crisp cyan highlight and the other a deep burgundy sheen, while casting long, dramatic shadows that stretch into the infinite void. The overall atmosphere is one of breathtaking high-tech exploration, drenched in a futuristic neon aesthetic that contrasts the cold, lonely expanse of the deep sea with the vibrant pulse of advanced technology.", + "seed": 20827, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_6151_seed_20827_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31112457463750615, + "vlm_logprob": -0.31112457463750615, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.31112457463750615, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4788610339164734 + ], + "opposite_logprob_tokens": [ + -0.9788610339164734 + ], + "logprob_reward": -0.4788610339164734, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4788610339164734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06501811742782593, + 0.024129550904035568, + 0.041112855076789856, + 0.022083135321736336, + 0.08927492052316666, + 0.19572947919368744, + 0.027662504464387894, + 0.39171355962753296, + 0.04262584075331688, + 0.10065002739429474 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.4788610339164734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906269073486328 + ], + "opposite_logprob_tokens": [ + -2.4640626907348633 + ], + "logprob_reward": -0.08906269073486328, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906269073486328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10807603597640991, + 0.08914389461278915, + 0.05197769030928612, + 0.026695556938648224, + 0.15791259706020355, + 0.20537413656711578, + 0.027664825320243835, + 0.2804298996925354, + 0.026196442544460297, + 0.026528898626565933 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.08906269073486328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541357427835464 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541357427835464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541357427835464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18261078000068665, + 0.05607403814792633, + 0.07526437193155289, + 0.07422300428152084, + 0.08403515815734863, + 0.15050117671489716, + 0.04920545965433121, + 0.15797379612922668, + 0.12218807637691498, + 0.047924138605594635 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.012541357427835464 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009201106731779873 + ], + "opposite_logprob_tokens": [ + -7.000920295715332 + ], + "logprob_reward": -0.0009201106731779873, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009201106731779873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0420202799141407, + 0.05235476791858673, + 0.024355389177799225, + 0.01250726729631424, + 0.04072604700922966, + 0.18421129882335663, + 0.02800631895661354, + 0.4971678853034973, + 0.09312721341848373, + 0.0255235955119133 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0009201106731779873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742376804351807 + ], + "opposite_logprob_tokens": [ + -0.47423768043518066 + ], + "logprob_reward": -0.9742376804351807, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742376804351807, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06576117128133774, + 0.03527751937508583, + 0.017653517425060272, + 0.018761256709694862, + 0.04318544268608093, + 0.4668256938457489, + 0.06257113069295883, + 0.15092752873897552, + 0.10056053847074509, + 0.03847620636224747 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.9742376804351807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "perfectly steady, eye-level tracking shot places the sleek submersible perfectly at the center of the frame, gliding silently through the heartbreaking darkness of the abyssal depths. The vessel's hydrodynamic, manta-ray-like shape, constructed of seamless, polished obsidian alloy, reflects the scene's sole source of light: a vast, glowing tube winding through the dark, silty seafloor. This tube pulsates with an inner, futuristic energy, bathing the environment in alternating waves of vibrant cyan and electronic magenta light. The submersible moves effortlessly and steadily, its advanced propulsion system leaving no visible wake, only the faintest glimmer of light in the murky water. Intense neon lighting sharply defines the vessel's contours, painting one side a crisp cyan highlight and the other a deep burgundy sheen, while casting long, dramatic shadows that stretch into the infinite void. The overall atmosphere is one of breathtaking high-tech exploration, drenched in a futuristic neon aesthetic that contrasts the cold, lonely expanse of the deep sea with the vibrant pulse of advanced technology.", + "seed": 20828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_6151_seed_20828_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3387730273650959, + "vlm_logprob": -0.3387730273650959, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.3387730273650959, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4330364763736725 + ], + "opposite_logprob_tokens": [ + -1.05803644657135 + ], + "logprob_reward": -0.4330364763736725, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4330364763736725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13875190913677216, + 0.07557093352079391, + 0.35388416051864624, + 0.06329067051410675, + 0.04211670532822609, + 0.0457707941532135, + 0.026610931381583214, + 0.05415923148393631, + 0.08672256022691727, + 0.11312215775251389 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.4330364763736725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906029164791107 + ], + "opposite_logprob_tokens": [ + -2.4640603065490723 + ], + "logprob_reward": -0.08906029164791107, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906029164791107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1434253603219986, + 0.2126106470823288, + 0.11835536360740662, + 0.06138506159186363, + 0.06530742347240448, + 0.19473223388195038, + 0.04382973164319992, + 0.04053103178739548, + 0.0528518408536911, + 0.06697133183479309 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.08906029164791107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369844704866409 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.03369844704866409, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369844704866409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20148712396621704, + 0.19061213731765747, + 0.16005444526672363, + 0.060037899762392044, + 0.10201187431812286, + 0.04094409942626953, + 0.14309662580490112, + 0.038324933499097824, + 0.025562133640050888, + 0.03786878287792206 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03369844704866409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010413468116894364 + ], + "opposite_logprob_tokens": [ + -6.876041412353516 + ], + "logprob_reward": -0.0010413468116894364, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010413468116894364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20996995270252228, + 0.08949929475784302, + 0.33071279525756836, + 0.060848087072372437, + 0.049353040754795074, + 0.05974356085062027, + 0.0681893602013588, + 0.05290780961513519, + 0.03645780310034752, + 0.042318325489759445 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0010413468116894364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370285749435425 + ], + "opposite_logprob_tokens": [ + -0.3870285749435425 + ], + "logprob_reward": -1.1370285749435425, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370285749435425, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11835995316505432, + 0.09901458024978638, + 0.22624345123767853, + 0.0913761630654335, + 0.10622360557317734, + 0.15837004780769348, + 0.06308024376630783, + 0.03821834921836853, + 0.062204159796237946, + 0.036909494549036026 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -1.1370285749435425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "perfectly steady, eye-level tracking shot places the sleek submersible perfectly at the center of the frame, gliding silently through the heartbreaking darkness of the abyssal depths. The vessel's hydrodynamic, manta-ray-like shape, constructed of seamless, polished obsidian alloy, reflects the scene's sole source of light: a vast, glowing tube winding through the dark, silty seafloor. This tube pulsates with an inner, futuristic energy, bathing the environment in alternating waves of vibrant cyan and electronic magenta light. The submersible moves effortlessly and steadily, its advanced propulsion system leaving no visible wake, only the faintest glimmer of light in the murky water. Intense neon lighting sharply defines the vessel's contours, painting one side a crisp cyan highlight and the other a deep burgundy sheen, while casting long, dramatic shadows that stretch into the infinite void. The overall atmosphere is one of breathtaking high-tech exploration, drenched in a futuristic neon aesthetic that contrasts the cold, lonely expanse of the deep sea with the vibrant pulse of advanced technology.", + "seed": 20829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_6151_seed_20829_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2876641893293709, + "vlm_logprob": -0.2876641893293709, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.2876641893293709, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3967432677745819 + ], + "opposite_logprob_tokens": [ + -1.1467432975769043 + ], + "logprob_reward": -0.3967432677745819, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3967432677745819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16091793775558472, + 0.25441774725914, + 0.052750114351511, + 0.05636174976825714, + 0.10856616497039795, + 0.05739195644855499, + 0.04103950783610344, + 0.07612118124961853, + 0.06667757779359818, + 0.12575607001781464 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3967432677745819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296173185110092 + ], + "opposite_logprob_tokens": [ + -2.237961769104004 + ], + "logprob_reward": -0.11296173185110092, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296173185110092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15044353902339935, + 0.22669921815395355, + 0.09060942381620407, + 0.035941872745752335, + 0.13783718645572662, + 0.08441098779439926, + 0.09497467428445816, + 0.030995391309261322, + 0.055265188217163086, + 0.09282255917787552 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.11296173185110092 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030072182416916 + ], + "opposite_logprob_tokens": [ + -2.3503007888793945 + ], + "logprob_reward": -0.10030072182416916, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030072182416916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25476154685020447, + 0.18715240061283112, + 0.032124631106853485, + 0.07039453834295273, + 0.261933296918869, + 0.05183195322751999, + 0.031155770644545555, + 0.02983950264751911, + 0.05015438050031662, + 0.030652033165097237 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.10030072182416916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021978288423269987 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021978288423269987, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021978288423269987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0713658332824707, + 0.49503737688064575, + 0.041354551911354065, + 0.0533023476600647, + 0.10259106755256653, + 0.07122780382633209, + 0.057858891785144806, + 0.03394823893904686, + 0.035807326436042786, + 0.03750668093562126 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0021978288423269987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261173963546753 + ], + "opposite_logprob_tokens": [ + -0.5761173963546753 + ], + "logprob_reward": -0.8261173963546753, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261173963546753, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12558682262897491, + 0.3846070468425751, + 0.06399712711572647, + 0.04180093854665756, + 0.19337984919548035, + 0.04289986565709114, + 0.02018657512962818, + 0.02477080374956131, + 0.036177873611450195, + 0.06659307330846786 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.8261173963546753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "perfectly steady, eye-level tracking shot places the sleek submersible perfectly at the center of the frame, gliding silently through the heartbreaking darkness of the abyssal depths. The vessel's hydrodynamic, manta-ray-like shape, constructed of seamless, polished obsidian alloy, reflects the scene's sole source of light: a vast, glowing tube winding through the dark, silty seafloor. This tube pulsates with an inner, futuristic energy, bathing the environment in alternating waves of vibrant cyan and electronic magenta light. The submersible moves effortlessly and steadily, its advanced propulsion system leaving no visible wake, only the faintest glimmer of light in the murky water. Intense neon lighting sharply defines the vessel's contours, painting one side a crisp cyan highlight and the other a deep burgundy sheen, while casting long, dramatic shadows that stretch into the infinite void. The overall atmosphere is one of breathtaking high-tech exploration, drenched in a futuristic neon aesthetic that contrasts the cold, lonely expanse of the deep sea with the vibrant pulse of advanced technology.", + "seed": 20830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_8/index_6151_seed_20830_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39294251147657633, + "vlm_logprob": -0.39294251147657633, + "vlm_yes_no_margin": 2.425000011920929, + "vlm_token_credit": -0.39294251147657633, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6359212398529053 + ], + "opposite_logprob_tokens": [ + -0.7609212398529053 + ], + "logprob_reward": -0.6359212398529053, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6359212398529053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17658334970474243, + 0.10114077478647232, + 0.17948059737682343, + 0.29013746976852417, + 0.06783408671617508, + 0.09187028557062149, + 0.02311568148434162, + 0.02842620573937893, + 0.014740119688212872, + 0.02667146548628807 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.6359212398529053 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906584978103638 + ], + "opposite_logprob_tokens": [ + -2.4640657901763916 + ], + "logprob_reward": -0.08906584978103638, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906584978103638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4446659982204437, + 0.044177472591400146, + 0.06521034985780716, + 0.21739643812179565, + 0.020826013758778572, + 0.028078055009245872, + 0.0689520388841629, + 0.03606971725821495, + 0.051020294427871704, + 0.02360372059047222 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.08906584978103638 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195770025253296 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195770025253296, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.551454484462738, + 0.07010968774557114, + 0.04726022109389305, + 0.05844244360923767, + 0.06226671487092972, + 0.021979833021759987, + 0.0702359527349472, + 0.02282482199370861, + 0.051844675093889236, + 0.043581195175647736 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014195770025253296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019386084750294685 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.0019386084750294685, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019386084750294685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28876763582229614, + 0.1156565397977829, + 0.06820691376924515, + 0.1192554384469986, + 0.10088451206684113, + 0.041592758148908615, + 0.05581685155630112, + 0.06826845556497574, + 0.06311192363500595, + 0.07843901962041855 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0019386084750294685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the submersible positioned at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the submersible constructed of a seamless, polished obsidian alloy with a manta-ray-like shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a dark, silty seafloor featuring a vast glowing tube winding through it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense neon lighting with alternating waves of vibrant cyan and electronic magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot perfectly steady and eye-level while tracking the submersible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235910892486572 + ], + "opposite_logprob_tokens": [ + -0.348591148853302 + ], + "logprob_reward": -1.2235910892486572, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2235910892486572, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21388041973114014, + 0.11365563422441483, + 0.08092404156923294, + 0.2986925542354584, + 0.06644415110349655, + 0.04046102613210678, + 0.028837677091360092, + 0.03663139045238495, + 0.018930187448859215, + 0.10154295712709427 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -1.2235910892486572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_tensor([3867, 3867])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_tensor([3867, 3867])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6e1f7d2fef42b8fff898e36bd04aea7f108c948 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_tensor([3867, 3867])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, slowly and steadily advancing, focuses on a pale forearm of a figure, set against a soft, out-of-focus background. Soft, diffused morning light from an unseen source illuminates the scene, capturing the tiny, almost invisible hairs on the skin. A delicate network of shallow, healing wounds dot the forearm, their pale pink lines contrasting sharply with the surrounding skin. Miraculously, from these wounds, vibrant green sprouts begin to carefully break through the surface, not with force but with gentle, organic persistence. The camera's slow advance allows us to witness these incredibly fragile sprouts steadily elongate and unfold tiny, perfectly shaped leaves that shimmer as if kissed by dewdrops. The overall atmosphere is one of quiet, surreal wonder, blending the visceral reality of scarred skin with the quiet, magical beauty of new life growing through the passage of time, in a continuous and graceful movement.", + "seed": 4862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_3867_seed_4862_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019175517652183772, + "vlm_logprob": -0.019175517652183772, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.019175517652183772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031571565195918083 + ], + "opposite_logprob_tokens": [ + -5.878157138824463 + ], + "logprob_reward": -0.0031571565195918083, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0031571565195918083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14946459233760834, + 0.14758732914924622, + 0.09259328246116638, + 0.40153488516807556, + 0.01219626609236002, + 0.012214362621307373, + 0.01698261685669422, + 0.022036217153072357, + 0.028148796409368515, + 0.11724160611629486 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0031571565195918083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551834806799889 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551834806799889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551834806799889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08527511358261108, + 0.0981079638004303, + 0.19680732488632202, + 0.20666897296905518, + 0.03714380040764809, + 0.01966702565550804, + 0.015095005743205547, + 0.023939652368426323, + 0.027605624869465828, + 0.2896895408630371 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.012551834806799889 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06843971461057663, + 0.28466394543647766, + 0.04617791250348091, + 0.1153152585029602, + 0.03354673087596893, + 0.018057765439152718, + 0.022521313279867172, + 0.021117674186825752, + 0.043000221252441406, + 0.34715941548347473 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494583398103714 + ], + "opposite_logprob_tokens": [ + -2.929945945739746 + ], + "logprob_reward": -0.05494583398103714, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494583398103714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13106057047843933, + 0.0377991683781147, + 0.08533299714326859, + 0.4207474887371063, + 0.01951410621404648, + 0.0368565134704113, + 0.03452878072857857, + 0.09664685279130936, + 0.1278880089521408, + 0.009625555947422981 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.05494583398103714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579153671860695 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579153671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579153671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21317613124847412, + 0.2657681107521057, + 0.036612287163734436, + 0.01829962059855461, + 0.030949782580137253, + 0.014793465845286846, + 0.013299033045768738, + 0.012296509929001331, + 0.025283968076109886, + 0.3695210814476013 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.020579153671860695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly and steadily advancing, focuses on a pale forearm of a figure, set against a soft, out-of-focus background. Soft, diffused morning light from an unseen source illuminates the scene, capturing the tiny, almost invisible hairs on the skin. A delicate network of shallow, healing wounds dot the forearm, their pale pink lines contrasting sharply with the surrounding skin. Miraculously, from these wounds, vibrant green sprouts begin to carefully break through the surface, not with force but with gentle, organic persistence. The camera's slow advance allows us to witness these incredibly fragile sprouts steadily elongate and unfold tiny, perfectly shaped leaves that shimmer as if kissed by dewdrops. The overall atmosphere is one of quiet, surreal wonder, blending the visceral reality of scarred skin with the quiet, magical beauty of new life growing through the passage of time, in a continuous and graceful movement.", + "seed": 4863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_3867_seed_4863_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03144322927109897, + "vlm_logprob": -0.03144322927109897, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.03144322927109897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003254001261666417 + ], + "opposite_logprob_tokens": [ + -5.878253936767578 + ], + "logprob_reward": -0.003254001261666417, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003254001261666417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13747872412204742, + 0.4505571126937866, + 0.17782536149024963, + 0.04893767833709717, + 0.05790824815630913, + 0.036248110234737396, + 0.018274132162332535, + 0.02264752797782421, + 0.0206013023853302, + 0.029521752148866653 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.003254001261666417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024958669673651457 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.0024958669673651457, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024958669673651457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04803416505455971, + 0.3926681578159332, + 0.05433988198637962, + 0.3035227060317993, + 0.053493667393922806, + 0.05265910178422928, + 0.04890725016593933, + 0.014177210628986359, + 0.02154500037431717, + 0.010652943514287472 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.0024958669673651457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024925374891608953 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024925374891608953, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024925374891608953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1975422352552414, + 0.047370538115501404, + 0.13001058995723724, + 0.19935718178749084, + 0.12263520807027817, + 0.04687977209687233, + 0.06690850853919983, + 0.05017995461821556, + 0.07084565609693527, + 0.06827034056186676 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0024925374891608953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030794888734818 + ], + "opposite_logprob_tokens": [ + -2.3503079414367676 + ], + "logprob_reward": -0.10030794888734818, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030794888734818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15689848363399506, + 0.2019852250814438, + 0.08036883920431137, + 0.2586574852466583, + 0.09562792629003525, + 0.05355525389313698, + 0.03987264633178711, + 0.02871335856616497, + 0.02220691367983818, + 0.06211386248469353 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.10030794888734818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665791749954224 + ], + "opposite_logprob_tokens": [ + -3.048665761947632 + ], + "logprob_reward": -0.048665791749954224, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665791749954224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2895367741584778, + 0.19886402785778046, + 0.14009283483028412, + 0.08887261152267456, + 0.07961821556091309, + 0.08024947345256805, + 0.027381109073758125, + 0.023000285029411316, + 0.029976917430758476, + 0.0424078106880188 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.048665791749954224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly and steadily advancing, focuses on a pale forearm of a figure, set against a soft, out-of-focus background. Soft, diffused morning light from an unseen source illuminates the scene, capturing the tiny, almost invisible hairs on the skin. A delicate network of shallow, healing wounds dot the forearm, their pale pink lines contrasting sharply with the surrounding skin. Miraculously, from these wounds, vibrant green sprouts begin to carefully break through the surface, not with force but with gentle, organic persistence. The camera's slow advance allows us to witness these incredibly fragile sprouts steadily elongate and unfold tiny, perfectly shaped leaves that shimmer as if kissed by dewdrops. The overall atmosphere is one of quiet, surreal wonder, blending the visceral reality of scarred skin with the quiet, magical beauty of new life growing through the passage of time, in a continuous and graceful movement.", + "seed": 4864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_3867_seed_4864_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017813417315483093, + "vlm_logprob": -0.017813417315483093, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.017813417315483093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00292397802695632 + ], + "opposite_logprob_tokens": [ + -6.002923965454102 + ], + "logprob_reward": -0.00292397802695632, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00292397802695632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1406668722629547, + 0.030837487429380417, + 0.06528756767511368, + 0.0757816880941391, + 0.2100711315870285, + 0.16429072618484497, + 0.06849685311317444, + 0.09093465656042099, + 0.1252269744873047, + 0.028405971825122833 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.00292397802695632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647287540137768 + ], + "opposite_logprob_tokens": [ + -5.379647254943848 + ], + "logprob_reward": -0.004647287540137768, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647287540137768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1737131029367447, + 0.13848957419395447, + 0.09754561632871628, + 0.039567429572343826, + 0.1360015720129013, + 0.12718746066093445, + 0.13264888525009155, + 0.03362391144037247, + 0.07284384965896606, + 0.048378605395555496 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004647287540137768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956872832030058 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956872832030058, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956872832030058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23876988887786865, + 0.09471011906862259, + 0.04856821522116661, + 0.049739208072423935, + 0.25540897250175476, + 0.05050467327237129, + 0.11034561693668365, + 0.042548585683107376, + 0.06830102205276489, + 0.04110369458794594 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.005956872832030058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495068430900574 + ], + "opposite_logprob_tokens": [ + -2.929950714111328 + ], + "logprob_reward": -0.05495068430900574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495068430900574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09921987354755402, + 0.06610873341560364, + 0.05064192786812782, + 0.07076000422239304, + 0.4139273166656494, + 0.13280202448368073, + 0.0947953537106514, + 0.027275633066892624, + 0.02057783119380474, + 0.02389131300151348 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.05495068430900574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588263869285583 + ], + "opposite_logprob_tokens": [ + -3.8955881595611572 + ], + "logprob_reward": -0.020588263869285583, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588263869285583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07927438616752625, + 0.1782355159521103, + 0.027551570907235146, + 0.04033740237355232, + 0.10967494547367096, + 0.13666565716266632, + 0.11251279711723328, + 0.08523023873567581, + 0.14607039093971252, + 0.08444711565971375 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.020588263869285583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly and steadily advancing, focuses on a pale forearm of a figure, set against a soft, out-of-focus background. Soft, diffused morning light from an unseen source illuminates the scene, capturing the tiny, almost invisible hairs on the skin. A delicate network of shallow, healing wounds dot the forearm, their pale pink lines contrasting sharply with the surrounding skin. Miraculously, from these wounds, vibrant green sprouts begin to carefully break through the surface, not with force but with gentle, organic persistence. The camera's slow advance allows us to witness these incredibly fragile sprouts steadily elongate and unfold tiny, perfectly shaped leaves that shimmer as if kissed by dewdrops. The overall atmosphere is one of quiet, surreal wonder, blending the visceral reality of scarred skin with the quiet, magical beauty of new life growing through the passage of time, in a continuous and graceful movement.", + "seed": 4865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000131/group_9/index_3867_seed_4865_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007043285993859172, + "vlm_logprob": -0.007043285993859172, + "vlm_yes_no_margin": 5.499999952316284, + "vlm_token_credit": -0.007043285993859172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019478887552395463 + ], + "opposite_logprob_tokens": [ + -6.50194787979126 + ], + "logprob_reward": -0.0019478887552395463, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0019478887552395463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09536950290203094, + 0.39592647552490234, + 0.034059446305036545, + 0.016153547912836075, + 0.0350523516535759, + 0.033078018575906754, + 0.02684902586042881, + 0.03896620124578476, + 0.2605832815170288, + 0.06396215409040451 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0019478887552395463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015190026024356484 + ], + "opposite_logprob_tokens": [ + -6.501519203186035 + ], + "logprob_reward": -0.0015190026024356484, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015190026024356484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14643047749996185, + 0.1367080807685852, + 0.10426457971334457, + 0.04298274964094162, + 0.1158628761768341, + 0.047164805233478546, + 0.025121105834841728, + 0.05982726439833641, + 0.19620586931705475, + 0.12543217837810516 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.0015190026024356484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491943072527647 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.002491943072527647, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491943072527647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36639130115509033, + 0.1340111792087555, + 0.04706859216094017, + 0.06311226636171341, + 0.04487008601427078, + 0.06954105943441391, + 0.024825071915984154, + 0.05868713557720184, + 0.06247333064675331, + 0.12901994585990906 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.002491943072527647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074623093008995 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074623093008995, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074623093008995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1125098466873169, + 0.03757162392139435, + 0.03182714432477951, + 0.02159757912158966, + 0.043700210750103, + 0.0379614420235157, + 0.03441288694739342, + 0.0619184784591198, + 0.5182031989097595, + 0.10029760748147964 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.011074623093008995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale human forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shallow, healing wounds visible on the forearm as pale pink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do vibrant green sprouts break through the skin from the wounds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily advance towards the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background soft and out-of-focus with diffused morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182972446084023 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182972446084023, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182972446084023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2831355631351471, + 0.0426001101732254, + 0.034390103071928024, + 0.04319276660680771, + 0.039880357682704926, + 0.05059018358588219, + 0.04446152597665787, + 0.062180668115615845, + 0.16487941145896912, + 0.23468932509422302 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.018182972446084023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_tensor([8451, 8451])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_tensor([8451, 8451])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c04707f0fc1cb574a3ebc6ba3e2b3df633b3825c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_tensor([8451, 8451])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly upward angle, the camera held still, focusing on a queen. A magnificent, heavy golden crown, inlaid with crimson gems and intricate baroque carvings, weighed heavily on her forehead. A few cascading strands of raven hair cascaded from the crown's edge, draping around her pale, sharply defined face. She wore a deep purple velvet gown with intricate silver embroidery at the collar, which shimmered faintly in the dim light. Her setting was a grand but dimly lit Gothic palace hall, the only faint light coming from the cool moonlight filtering through the distant high windows and the flickering flames of a few candles in silver candlesticks beside her, casting long, twisted shadows on the massive stone pillars in the background. At first, her eyes were closed, her face calm, yet a subtle hint of fatigue lingered. Then, slowly, with an almost palpable weight, she lifted her long lashes. The warm candlelight traced a soft golden edge along the contours of her cheeks. When her eyes fully opened, a pair of icy blue, hawk-like eyes were revealed. Their gaze, without a trace of hesitation, pierced the camera directly and resolutely. The entire scene, interwoven with the cold moonlight and the warm candlelight, was filled with a solemn, awe-inspiring, and powerful atmosphere, as if a silent storm was brewing in the midst of her decision.", + "seed": 20629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_8451_seed_20629_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031247470574453474, + "vlm_logprob": -0.031247470574453474, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.031247470574453474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012275384739041328 + ], + "opposite_logprob_tokens": [ + -4.512275218963623 + ], + "logprob_reward": -0.012275384739041328, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012275384739041328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11572668701410294, + 0.2599641978740692, + 0.06406740844249725, + 0.1953286975622177, + 0.17971155047416687, + 0.0477365106344223, + 0.07622376829385757, + 0.019432060420513153, + 0.02813209965825081, + 0.013676979579031467 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.012275384739041328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002845050999894738 + ], + "opposite_logprob_tokens": [ + -5.877845287322998 + ], + "logprob_reward": -0.002845050999894738, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002845050999894738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.131594717502594, + 0.300421804189682, + 0.09750112146139145, + 0.10994836688041687, + 0.16389478743076324, + 0.03345883637666702, + 0.03821304813027382, + 0.04692653566598892, + 0.041639648377895355, + 0.03640114143490791 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.002845050999894738 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308006912469864 + ], + "opposite_logprob_tokens": [ + -3.1680800914764404 + ], + "logprob_reward": -0.04308006912469864, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308006912469864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11702989786863327, + 0.054209571331739426, + 0.20051035284996033, + 0.19675680994987488, + 0.336995929479599, + 0.02355850115418434, + 0.022186702117323875, + 0.020847974345088005, + 0.009800915606319904, + 0.018103361129760742 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.04308006912469864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070364743471146 + ], + "opposite_logprob_tokens": [ + -3.1680703163146973 + ], + "logprob_reward": -0.043070364743471146, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070364743471146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11679663509130478, + 0.3053738474845886, + 0.0618068166077137, + 0.40628954768180847, + 0.0490664467215538, + 0.01599087193608284, + 0.011696146801114082, + 0.012865331955254078, + 0.009427951648831367, + 0.010686352849006653 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.043070364743471146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054966483265161514 + ], + "opposite_logprob_tokens": [ + -2.929966449737549 + ], + "logprob_reward": -0.054966483265161514, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054966483265161514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12536385655403137, + 0.14533363282680511, + 0.3849855363368988, + 0.15966013073921204, + 0.04066729173064232, + 0.01773170195519924, + 0.01692304201424122, + 0.010263917036354542, + 0.05560765787959099, + 0.04346320405602455 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.054966483265161514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera held still, focusing on a queen. A magnificent, heavy golden crown, inlaid with crimson gems and intricate baroque carvings, weighed heavily on her forehead. A few cascading strands of raven hair cascaded from the crown's edge, draping around her pale, sharply defined face. She wore a deep purple velvet gown with intricate silver embroidery at the collar, which shimmered faintly in the dim light. Her setting was a grand but dimly lit Gothic palace hall, the only faint light coming from the cool moonlight filtering through the distant high windows and the flickering flames of a few candles in silver candlesticks beside her, casting long, twisted shadows on the massive stone pillars in the background. At first, her eyes were closed, her face calm, yet a subtle hint of fatigue lingered. Then, slowly, with an almost palpable weight, she lifted her long lashes. The warm candlelight traced a soft golden edge along the contours of her cheeks. When her eyes fully opened, a pair of icy blue, hawk-like eyes were revealed. Their gaze, without a trace of hesitation, pierced the camera directly and resolutely. The entire scene, interwoven with the cold moonlight and the warm candlelight, was filled with a solemn, awe-inspiring, and powerful atmosphere, as if a silent storm was brewing in the midst of her decision.", + "seed": 20630, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_8451_seed_20630_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0321249533444643, + "vlm_logprob": -0.0321249533444643, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0321249533444643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01464251521974802 + ], + "opposite_logprob_tokens": [ + -4.264642715454102 + ], + "logprob_reward": -0.01464251521974802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01464251521974802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045649737119675, + 0.04326535761356354, + 0.03984842821955681, + 0.07519181072711945, + 0.07378049939870834, + 0.19804483652114868, + 0.23124252259731293, + 0.09658627212047577, + 0.11503802239894867, + 0.05654577165842056 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.01464251521974802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111290909349918 + ], + "opposite_logprob_tokens": [ + -5.504111289978027 + ], + "logprob_reward": -0.004111290909349918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111290909349918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1252347230911255, + 0.05052782595157623, + 0.08839951455593109, + 0.21676817536354065, + 0.03477548435330391, + 0.27379825711250305, + 0.08144823461771011, + 0.034719157963991165, + 0.03687344118952751, + 0.05745511129498482 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.004111290909349918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372057527303696 + ], + "opposite_logprob_tokens": [ + -3.4087204933166504 + ], + "logprob_reward": -0.03372057527303696, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372057527303696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052123524248600006, + 0.06615908443927765, + 0.08371720463037491, + 0.06638068705797195, + 0.25551509857177734, + 0.21845392882823944, + 0.1190282329916954, + 0.07006537169218063, + 0.034390781074762344, + 0.03416604921221733 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.03372057527303696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381055623292923 + ], + "opposite_logprob_tokens": [ + -3.2881054878234863 + ], + "logprob_reward": -0.0381055623292923, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381055623292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06909786909818649, + 0.06508058309555054, + 0.05239761993288994, + 0.03628527745604515, + 0.05644175410270691, + 0.1712956726551056, + 0.16534839570522308, + 0.18853361904621124, + 0.11926888674497604, + 0.07625028491020203 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0381055623292923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004482299089432 + ], + "opposite_logprob_tokens": [ + -2.695044755935669 + ], + "logprob_reward": -0.07004482299089432, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004482299089432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05980026721954346, + 0.19317880272865295, + 0.2829887270927429, + 0.05351787433028221, + 0.06348162144422531, + 0.13199877738952637, + 0.07675347477197647, + 0.037850700318813324, + 0.04166648909449577, + 0.05876325070858002 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.07004482299089432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera held still, focusing on a queen. A magnificent, heavy golden crown, inlaid with crimson gems and intricate baroque carvings, weighed heavily on her forehead. A few cascading strands of raven hair cascaded from the crown's edge, draping around her pale, sharply defined face. She wore a deep purple velvet gown with intricate silver embroidery at the collar, which shimmered faintly in the dim light. Her setting was a grand but dimly lit Gothic palace hall, the only faint light coming from the cool moonlight filtering through the distant high windows and the flickering flames of a few candles in silver candlesticks beside her, casting long, twisted shadows on the massive stone pillars in the background. At first, her eyes were closed, her face calm, yet a subtle hint of fatigue lingered. Then, slowly, with an almost palpable weight, she lifted her long lashes. The warm candlelight traced a soft golden edge along the contours of her cheeks. When her eyes fully opened, a pair of icy blue, hawk-like eyes were revealed. Their gaze, without a trace of hesitation, pierced the camera directly and resolutely. The entire scene, interwoven with the cold moonlight and the warm candlelight, was filled with a solemn, awe-inspiring, and powerful atmosphere, as if a silent storm was brewing in the midst of her decision.", + "seed": 20631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_8451_seed_20631_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023596032150089742, + "vlm_logprob": -0.023596032150089742, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.023596032150089742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010425982996821404 + ], + "opposite_logprob_tokens": [ + -4.635426044464111 + ], + "logprob_reward": -0.010425982996821404, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010425982996821404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1879861205816269, + 0.06967581808567047, + 0.04073835909366608, + 0.16782820224761963, + 0.06627146154642105, + 0.06799378246068954, + 0.03352763131260872, + 0.0346168614923954, + 0.1974228024482727, + 0.1339390128850937 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.010425982996821404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028343526646494865 + ], + "opposite_logprob_tokens": [ + -5.877834320068359 + ], + "logprob_reward": -0.0028343526646494865, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028343526646494865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0721532329916954, + 0.278056263923645, + 0.03213021904230118, + 0.06603112816810608, + 0.03721178323030472, + 0.10066555440425873, + 0.02781001664698124, + 0.03356747701764107, + 0.13864363729953766, + 0.21373072266578674 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.0028343526646494865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370489925146103 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370489925146103, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370489925146103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05036812275648117, + 0.03843853250145912, + 0.04401586204767227, + 0.08526451140642166, + 0.08818737417459488, + 0.393937349319458, + 0.024531280621886253, + 0.12288856506347656, + 0.031860433518886566, + 0.12050794810056686 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.03370489925146103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054951250553131104 + ], + "opposite_logprob_tokens": [ + -2.9299511909484863 + ], + "logprob_reward": -0.054951250553131104, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054951250553131104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02960834465920925, + 0.028573429211974144, + 0.016134049743413925, + 0.06193804740905762, + 0.018652021884918213, + 0.025922581553459167, + 0.028526514768600464, + 0.028865737840533257, + 0.19174714386463165, + 0.5700321197509766 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.054951250553131104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606367528438568 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606367528438568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606367528438568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16574044525623322, + 0.21336065232753754, + 0.10044685751199722, + 0.05833489075303078, + 0.01664736680686474, + 0.052420973777770996, + 0.22380462288856506, + 0.01963711716234684, + 0.047964613884687424, + 0.1016424372792244 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.01606367528438568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera held still, focusing on a queen. A magnificent, heavy golden crown, inlaid with crimson gems and intricate baroque carvings, weighed heavily on her forehead. A few cascading strands of raven hair cascaded from the crown's edge, draping around her pale, sharply defined face. She wore a deep purple velvet gown with intricate silver embroidery at the collar, which shimmered faintly in the dim light. Her setting was a grand but dimly lit Gothic palace hall, the only faint light coming from the cool moonlight filtering through the distant high windows and the flickering flames of a few candles in silver candlesticks beside her, casting long, twisted shadows on the massive stone pillars in the background. At first, her eyes were closed, her face calm, yet a subtle hint of fatigue lingered. Then, slowly, with an almost palpable weight, she lifted her long lashes. The warm candlelight traced a soft golden edge along the contours of her cheeks. When her eyes fully opened, a pair of icy blue, hawk-like eyes were revealed. Their gaze, without a trace of hesitation, pierced the camera directly and resolutely. The entire scene, interwoven with the cold moonlight and the warm candlelight, was filled with a solemn, awe-inspiring, and powerful atmosphere, as if a silent storm was brewing in the midst of her decision.", + "seed": 20632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_0/index_8451_seed_20632_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.054468823596835136, + "vlm_logprob": -0.054468823596835136, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.054468823596835136, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008464058861136436 + ], + "opposite_logprob_tokens": [ + -4.8834638595581055 + ], + "logprob_reward": -0.008464058861136436, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008464058861136436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2563658058643341, + 0.08493633568286896, + 0.05916450917720795, + 0.06629841774702072, + 0.042775679379701614, + 0.053212158381938934, + 0.12988430261611938, + 0.06497220695018768, + 0.05670161917805672, + 0.18568898737430573 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008464058861136436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527549535036087 + ], + "opposite_logprob_tokens": [ + -5.255275726318359 + ], + "logprob_reward": -0.00527549535036087, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527549535036087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24457485973834991, + 0.0733698308467865, + 0.056109558790922165, + 0.05601264908909798, + 0.08632305264472961, + 0.09706558287143707, + 0.08162485808134079, + 0.09886912256479263, + 0.035651471465826035, + 0.1703990250825882 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00527549535036087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309387266635895 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309387266635895, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309387266635895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30103829503059387, + 0.14295396208763123, + 0.12005817145109177, + 0.07288116216659546, + 0.0409216433763504, + 0.027590354904532433, + 0.03777896612882614, + 0.03900736942887306, + 0.06417974829673767, + 0.1535903960466385 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.023309387266635895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158612728118896 + ], + "opposite_logprob_tokens": [ + -1.701586127281189 + ], + "logprob_reward": -0.20158612728118896, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158612728118896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22277016937732697, + 0.08537235110998154, + 0.04027869179844856, + 0.03216477856040001, + 0.04717187583446503, + 0.0780341848731041, + 0.14217408001422882, + 0.07467720657587051, + 0.04368574544787407, + 0.23367094993591309 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.20158612728118896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a queen with pale, sharply defined features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the queen wearing a heavy golden crown with crimson gems and baroque carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the queen wear a deep purple velvet gown with silver embroidery at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene transition from the queen's eyes closed to her opening them to reveal icy blue, hawk-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a dimly lit Gothic palace hall with moonlight and candlelight casting shadows on stone pillars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709049224853516 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.033709049224853516, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709049224853516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21514251828193665, + 0.052951592952013016, + 0.05052486062049866, + 0.044602226465940475, + 0.06505779922008514, + 0.06357509642839432, + 0.10062208026647568, + 0.09114920347929001, + 0.16484886407852173, + 0.15152573585510254 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.033709049224853516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_tensor([7682, 7682])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_tensor([7682, 7682])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..61fd589d644f3a091a1222eb61028d07d2d24844 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_tensor([7682, 7682])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow panning shot, from a horizontal perspective, sweeps across an ancient Chinese courtyard shrouded in mist. At the center of the frame, an elderly man with white hair and youthful features, dressed in a loose, clean, traditional white cotton and linen training suit, is immersed in a Tai Chi practice. The bluestone floor beneath his feet gleams faintly with moisture, while the backdrop is a dark wooden corridor with intricate carvings and a verdant bamboo forest, faintly visible through the mist. The elderly man's expression is focused and serene, his arms drawing smooth, full arcs in a perceptibly slow rhythm, his center of gravity shifting steadily and effortlessly between his legs in sync with his breathing. Each movement is as smooth and uninterrupted as flowing water. As he assumes a pushing-hands stance, his wide sleeves flutter gently with his movements, as if parting the milky morning mist that permeates the surrounding area. The soft diffuse light of the early morning penetrates the mist, giving the entire scene a tranquil and hazy texture. The light outlines the soft contours of his white clothes and the subtle luster of his silver hair. The main colors are white, gray and green, presenting an extremely simple, elegant and peaceful visual atmosphere as a whole.", + "seed": 20503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_7682_seed_20503_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2737141812685877, + "vlm_logprob": -0.2737141812685877, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.2737141812685877, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3143187761306763 + ], + "opposite_logprob_tokens": [ + -0.31431880593299866 + ], + "logprob_reward": -1.3143187761306763, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3143187761306763, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07254192978143692, + 0.31805098056793213, + 0.035486023873090744, + 0.046263985335826874, + 0.04396029934287071, + 0.07233503460884094, + 0.033493801951408386, + 0.12147080153226852, + 0.10184735059738159, + 0.15454982221126556 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -1.3143187761306763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551834806799889 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551834806799889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551834806799889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09703855961561203, + 0.2164265513420105, + 0.05714504048228264, + 0.14732393622398376, + 0.0454653762280941, + 0.05063097923994064, + 0.031467001885175705, + 0.11659684777259827, + 0.0856425017118454, + 0.15226314961910248 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.012551834806799889 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12349743396043777, + 0.10543183982372284, + 0.08801252394914627, + 0.08451694995164871, + 0.10551291704177856, + 0.14078010618686676, + 0.08130134642124176, + 0.04112713783979416, + 0.08025163412094116, + 0.14956815540790558 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346543803811073 + ], + "opposite_logprob_tokens": [ + -3.651346445083618 + ], + "logprob_reward": -0.026346543803811073, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346543803811073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2217075526714325, + 0.09683558344841003, + 0.09673801809549332, + 0.062787726521492, + 0.054864007979631424, + 0.034158386290073395, + 0.022630296647548676, + 0.053549036383628845, + 0.0709606409072876, + 0.2857687771320343 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.026346543803811073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815808402374387 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815808402374387, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815808402374387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.210676372051239, + 0.08367621153593063, + 0.09654880315065384, + 0.10355056077241898, + 0.06730898469686508, + 0.07946310937404633, + 0.03833844140172005, + 0.07444577664136887, + 0.07915832847356796, + 0.16683335602283478 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.002815808402374387 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, from a horizontal perspective, sweeps across an ancient Chinese courtyard shrouded in mist. At the center of the frame, an elderly man with white hair and youthful features, dressed in a loose, clean, traditional white cotton and linen training suit, is immersed in a Tai Chi practice. The bluestone floor beneath his feet gleams faintly with moisture, while the backdrop is a dark wooden corridor with intricate carvings and a verdant bamboo forest, faintly visible through the mist. The elderly man's expression is focused and serene, his arms drawing smooth, full arcs in a perceptibly slow rhythm, his center of gravity shifting steadily and effortlessly between his legs in sync with his breathing. Each movement is as smooth and uninterrupted as flowing water. As he assumes a pushing-hands stance, his wide sleeves flutter gently with his movements, as if parting the milky morning mist that permeates the surrounding area. The soft diffuse light of the early morning penetrates the mist, giving the entire scene a tranquil and hazy texture. The light outlines the soft contours of his white clothes and the subtle luster of his silver hair. The main colors are white, gray and green, presenting an extremely simple, elegant and peaceful visual atmosphere as a whole.", + "seed": 20504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_7682_seed_20504_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24986118078231812, + "vlm_logprob": -0.24986118078231812, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.24986118078231812, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.139197587966919 + ], + "opposite_logprob_tokens": [ + -0.38919758796691895 + ], + "logprob_reward": -1.139197587966919, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.139197587966919, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13116885721683502, + 0.13464045524597168, + 0.12847137451171875, + 0.05968410521745682, + 0.1060352772474289, + 0.07556743919849396, + 0.05626390874385834, + 0.12836240231990814, + 0.07803893834352493, + 0.10176724940538406 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -1.139197587966919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794747456908226 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794747456908226, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794747456908226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2355186641216278, + 0.0790071040391922, + 0.07451944053173065, + 0.10494057089090347, + 0.11372265219688416, + 0.05518404394388199, + 0.07140477001667023, + 0.07745658606290817, + 0.10137824714183807, + 0.08686791360378265 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.009794747456908226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606731116771698 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606731116771698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606731116771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17840024828910828, + 0.08427011966705322, + 0.09096556156873703, + 0.11196267604827881, + 0.13978444039821625, + 0.03944823890924454, + 0.05089430883526802, + 0.16789154708385468, + 0.04363555088639259, + 0.09274725615978241 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.01606731116771698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899649441242218 + ], + "opposite_logprob_tokens": [ + -2.578996419906616 + ], + "logprob_reward": -0.07899649441242218, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899649441242218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21795886754989624, + 0.07363118976354599, + 0.1113545373082161, + 0.15518878400325775, + 0.09142002463340759, + 0.15554238855838776, + 0.06695783883333206, + 0.046508755534887314, + 0.023738251999020576, + 0.05769934877753258 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.07899649441242218 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249762907624245 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249762907624245, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249762907624245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2032192498445511, + 0.07795963436365128, + 0.1209304928779602, + 0.15187565982341766, + 0.0884990468621254, + 0.07758161425590515, + 0.0621720589697361, + 0.1075499877333641, + 0.03835872933268547, + 0.07185354083776474 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005249762907624245 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, from a horizontal perspective, sweeps across an ancient Chinese courtyard shrouded in mist. At the center of the frame, an elderly man with white hair and youthful features, dressed in a loose, clean, traditional white cotton and linen training suit, is immersed in a Tai Chi practice. The bluestone floor beneath his feet gleams faintly with moisture, while the backdrop is a dark wooden corridor with intricate carvings and a verdant bamboo forest, faintly visible through the mist. The elderly man's expression is focused and serene, his arms drawing smooth, full arcs in a perceptibly slow rhythm, his center of gravity shifting steadily and effortlessly between his legs in sync with his breathing. Each movement is as smooth and uninterrupted as flowing water. As he assumes a pushing-hands stance, his wide sleeves flutter gently with his movements, as if parting the milky morning mist that permeates the surrounding area. The soft diffuse light of the early morning penetrates the mist, giving the entire scene a tranquil and hazy texture. The light outlines the soft contours of his white clothes and the subtle luster of his silver hair. The main colors are white, gray and green, presenting an extremely simple, elegant and peaceful visual atmosphere as a whole.", + "seed": 20505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_7682_seed_20505_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4014055269770324, + "vlm_logprob": -0.4014055269770324, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.4014055269770324, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9112672805786133 + ], + "opposite_logprob_tokens": [ + -0.16126729547977448 + ], + "logprob_reward": -1.9112672805786133, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9112672805786133, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3802357614040375, + 0.042796261608600616, + 0.04097098857164383, + 0.04693678766489029, + 0.2945268452167511, + 0.029372647404670715, + 0.05970921367406845, + 0.04463104531168938, + 0.015090509317815304, + 0.04573001340031624 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -1.9112672805786133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014235141687095165 + ], + "opposite_logprob_tokens": [ + -4.264235019683838 + ], + "logprob_reward": -0.014235141687095165, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014235141687095165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5143036246299744, + 0.05518537014722824, + 0.04115736484527588, + 0.05701674893498421, + 0.08913960307836533, + 0.04817518591880798, + 0.07042502611875534, + 0.049392517656087875, + 0.017274145036935806, + 0.0579303503036499 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.014235141687095165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595036447048187 + ], + "opposite_logprob_tokens": [ + -3.895595073699951 + ], + "logprob_reward": -0.020595036447048187, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595036447048187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18240341544151306, + 0.06551516801118851, + 0.03885209932923317, + 0.04485452175140381, + 0.3881833851337433, + 0.05136233940720558, + 0.07381894439458847, + 0.06440446525812149, + 0.04018852487206459, + 0.050417155027389526 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.020595036447048187 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549793466925621 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.0549793466925621, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549793466925621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2169448435306549, + 0.06428787112236023, + 0.03269362077116966, + 0.03379518911242485, + 0.5347732305526733, + 0.03502604365348816, + 0.019294373691082, + 0.01909283734858036, + 0.013262467458844185, + 0.030829593539237976 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0549793466925621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4827788174152374, + 0.0382830910384655, + 0.03420744463801384, + 0.06269650161266327, + 0.1473212093114853, + 0.04372239112854004, + 0.06636971235275269, + 0.037254054099321365, + 0.020897336304187775, + 0.0664694607257843 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.005950829479843378 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow panning shot, from a horizontal perspective, sweeps across an ancient Chinese courtyard shrouded in mist. At the center of the frame, an elderly man with white hair and youthful features, dressed in a loose, clean, traditional white cotton and linen training suit, is immersed in a Tai Chi practice. The bluestone floor beneath his feet gleams faintly with moisture, while the backdrop is a dark wooden corridor with intricate carvings and a verdant bamboo forest, faintly visible through the mist. The elderly man's expression is focused and serene, his arms drawing smooth, full arcs in a perceptibly slow rhythm, his center of gravity shifting steadily and effortlessly between his legs in sync with his breathing. Each movement is as smooth and uninterrupted as flowing water. As he assumes a pushing-hands stance, his wide sleeves flutter gently with his movements, as if parting the milky morning mist that permeates the surrounding area. The soft diffuse light of the early morning penetrates the mist, giving the entire scene a tranquil and hazy texture. The light outlines the soft contours of his white clothes and the subtle luster of his silver hair. The main colors are white, gray and green, presenting an extremely simple, elegant and peaceful visual atmosphere as a whole.", + "seed": 20506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_1/index_7682_seed_20506_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2112659411970526, + "vlm_logprob": -0.2112659411970526, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.2112659411970526, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9768847227096558 + ], + "opposite_logprob_tokens": [ + -0.47688472270965576 + ], + "logprob_reward": -0.9768847227096558, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9768847227096558, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1127680093050003, + 0.03240976855158806, + 0.07933385670185089, + 0.08691228926181793, + 0.07626257091760635, + 0.0645717978477478, + 0.0608198456466198, + 0.41543230414390564, + 0.029637858271598816, + 0.0418517142534256 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.9768847227096558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979557354003191 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.00979557354003191, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979557354003191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1553880125284195, + 0.08262656629085541, + 0.03986721858382225, + 0.04429696872830391, + 0.07550123333930969, + 0.10257698595523834, + 0.04183242470026016, + 0.19002468883991241, + 0.06658954918384552, + 0.20129629969596863 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.00979557354003191 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1661098748445511, + 0.03494328632950783, + 0.06602202355861664, + 0.06379882991313934, + 0.045414138585329056, + 0.09146629273891449, + 0.029015248641371727, + 0.3409503698348999, + 0.10049532353878021, + 0.06178459897637367 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496140569448471 + ], + "opposite_logprob_tokens": [ + -2.9299614429473877 + ], + "logprob_reward": -0.05496140569448471, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496140569448471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2783709466457367, + 0.08380618691444397, + 0.10044179856777191, + 0.05534195899963379, + 0.05836457386612892, + 0.14408518373966217, + 0.017840374261140823, + 0.05778469517827034, + 0.159417986869812, + 0.04454631730914116 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.05496140569448471 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow pan sweeping across the scene from a horizontal perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an elderly man with white hair wearing a loose white cotton and linen training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing Tai Chi movements with smooth, full arcs and a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an ancient Chinese courtyard with a bluestone floor, dark wooden corridor, and verdant bamboo forest visible through mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffuse early morning light creating a tranquil, hazy texture with white, gray, and green colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036143234465271235 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036143234465271235, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036143234465271235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.208340585231781, + 0.07543668895959854, + 0.042006947100162506, + 0.05626906082034111, + 0.05642188712954521, + 0.159421905875206, + 0.029661010950803757, + 0.22782357037067413, + 0.10338760167360306, + 0.041230734437704086 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0036143234465271235 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_tensor([5196, 5196])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_tensor([5196, 5196])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..440c0b96d0311af41c678f995393f6173601cbd0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_tensor([5196, 5196])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a medium shot from a sideways angle, then slowly zooms in, ultimately settling on a serene close-up of her profile. In a simple, inviting bedroom, warm, golden afternoon sunlight slants through a large floor-to-ceiling window, creating a brilliant beam of light. Countless tiny particles of light slowly float, twirl, and dance in the air like golden elves. At the center of the frame, a young woman, dressed in a loose white cotton dress, gracefully stretches one arm overhead, her fingertips gently reaching toward the sky. The light illuminates her curves, making them appear exceptionally soft and slender. Her long, flowing hair, a delicate blend of soft rainbow hues—pale pink, light purple, sky blue, and mint green—cascades through the strands, casting a dreamy, almost translucent halo around the edges. As the camera zooms in, her focused and serene profile is captured clearly: her fair cheeks are sharply defined, her long lashes cast a subtle shadow across her eyelids, her lips slightly parted, her breathing steady and deep. The entire scene is imbued with the delicate light and shadow and dreamy atmosphere that are the hallmarks of Makoto Shinkai's animated films, with the dominant colors of warm gold and soft white creating a feeling of ultimate tranquility, purity, and vitality.", + "seed": 8614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_5196_seed_8614_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018400604836642742, + "vlm_logprob": -0.018400604836642742, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.018400604836642742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04368140548467636 + ], + "opposite_logprob_tokens": [ + -3.1686813831329346 + ], + "logprob_reward": -0.04368140548467636, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04368140548467636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17554935812950134, + 0.2799225449562073, + 0.06872235983610153, + 0.11417540907859802, + 0.03602926805615425, + 0.020363006740808487, + 0.04755645990371704, + 0.03423338755965233, + 0.02811167761683464, + 0.19533656537532806 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.04368140548467636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300768807530403 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300768807530403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300768807530403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2675313949584961, + 0.21231457591056824, + 0.08890073746442795, + 0.07214285433292389, + 0.05015551671385765, + 0.016421712934970856, + 0.03074331395328045, + 0.03980204090476036, + 0.061884015798568726, + 0.16010387241840363 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.023300768807530403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0141921266913414 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.0141921266913414, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0141921266913414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324620246887207, + 0.18143416941165924, + 0.058727946132421494, + 0.04404042288661003, + 0.03184717893600464, + 0.021885022521018982, + 0.026294032111763954, + 0.036034442484378815, + 0.16178645193576813, + 0.3054884374141693 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.0141921266913414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14808838069438934, + 0.022401196882128716, + 0.04251744598150253, + 0.07377928495407104, + 0.04251185059547424, + 0.07230709493160248, + 0.02901141159236431, + 0.04412144795060158, + 0.12227646261453629, + 0.40298545360565186 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004093007650226355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735715549439192 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735715549439192, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735715549439192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12250147759914398, + 0.12903830409049988, + 0.17285165190696716, + 0.09392847865819931, + 0.034056439995765686, + 0.023774906992912292, + 0.02733762189745903, + 0.05847010016441345, + 0.05353337898850441, + 0.2845076322555542 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.006735715549439192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot from a sideways angle, then slowly zooms in, ultimately settling on a serene close-up of her profile. In a simple, inviting bedroom, warm, golden afternoon sunlight slants through a large floor-to-ceiling window, creating a brilliant beam of light. Countless tiny particles of light slowly float, twirl, and dance in the air like golden elves. At the center of the frame, a young woman, dressed in a loose white cotton dress, gracefully stretches one arm overhead, her fingertips gently reaching toward the sky. The light illuminates her curves, making them appear exceptionally soft and slender. Her long, flowing hair, a delicate blend of soft rainbow hues—pale pink, light purple, sky blue, and mint green—cascades through the strands, casting a dreamy, almost translucent halo around the edges. As the camera zooms in, her focused and serene profile is captured clearly: her fair cheeks are sharply defined, her long lashes cast a subtle shadow across her eyelids, her lips slightly parted, her breathing steady and deep. The entire scene is imbued with the delicate light and shadow and dreamy atmosphere that are the hallmarks of Makoto Shinkai's animated films, with the dominant colors of warm gold and soft white creating a feeling of ultimate tranquility, purity, and vitality.", + "seed": 8615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_5196_seed_8615_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036868426389992236, + "vlm_logprob": -0.036868426389992236, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.036868426389992236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11522360146045685 + ], + "opposite_logprob_tokens": [ + -2.2402236461639404 + ], + "logprob_reward": -0.11522360146045685, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11522360146045685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8188791275024414, + 0.01608039066195488, + 0.023112693801522255, + 0.018025994300842285, + 0.021700361743569374, + 0.030100807547569275, + 0.018116820603609085, + 0.025825031101703644, + 0.010020001791417599, + 0.018138783052563667 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.11522360146045685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308966174721718 + ], + "opposite_logprob_tokens": [ + -3.1680896282196045 + ], + "logprob_reward": -0.04308966174721718, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308966174721718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7529674768447876, + 0.02292848937213421, + 0.020597606897354126, + 0.035331569612026215, + 0.033786993473768234, + 0.01741761527955532, + 0.01910390332341194, + 0.024619130417704582, + 0.009699053131043911, + 0.06354827433824539 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04308966174721718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642413653433323 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642413653433323, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642413653433323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6178791522979736, + 0.0534823015332222, + 0.023515785112977028, + 0.033017661422491074, + 0.027289381250739098, + 0.03618722781538963, + 0.026425883173942566, + 0.10326562821865082, + 0.05406757816672325, + 0.024869369342923164 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.008642413653433323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6589260101318359, + 0.050198543816804886, + 0.07057860493659973, + 0.026515206322073936, + 0.04215696081519127, + 0.03224620223045349, + 0.04107918217778206, + 0.040901053696870804, + 0.014112045057117939, + 0.02328621596097946 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01419412437826395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8551466464996338, + 0.01417868584394455, + 0.01111026480793953, + 0.009394829161465168, + 0.010857691988348961, + 0.007860681973397732, + 0.015040108934044838, + 0.05001436918973923, + 0.009282379411160946, + 0.017114315181970596 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0031923307105898857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot from a sideways angle, then slowly zooms in, ultimately settling on a serene close-up of her profile. In a simple, inviting bedroom, warm, golden afternoon sunlight slants through a large floor-to-ceiling window, creating a brilliant beam of light. Countless tiny particles of light slowly float, twirl, and dance in the air like golden elves. At the center of the frame, a young woman, dressed in a loose white cotton dress, gracefully stretches one arm overhead, her fingertips gently reaching toward the sky. The light illuminates her curves, making them appear exceptionally soft and slender. Her long, flowing hair, a delicate blend of soft rainbow hues—pale pink, light purple, sky blue, and mint green—cascades through the strands, casting a dreamy, almost translucent halo around the edges. As the camera zooms in, her focused and serene profile is captured clearly: her fair cheeks are sharply defined, her long lashes cast a subtle shadow across her eyelids, her lips slightly parted, her breathing steady and deep. The entire scene is imbued with the delicate light and shadow and dreamy atmosphere that are the hallmarks of Makoto Shinkai's animated films, with the dominant colors of warm gold and soft white creating a feeling of ultimate tranquility, purity, and vitality.", + "seed": 8616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_5196_seed_8616_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03382344637066126, + "vlm_logprob": -0.03382344637066126, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.03382344637066126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14421528577804565 + ], + "opposite_logprob_tokens": [ + -2.0192153453826904 + ], + "logprob_reward": -0.14421528577804565, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14421528577804565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4426739513874054, + 0.11971855908632278, + 0.1264006495475769, + 0.0683884546160698, + 0.016531582921743393, + 0.015025577507913113, + 0.04909450560808182, + 0.024579497054219246, + 0.10142113268375397, + 0.03616608679294586 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.14421528577804565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080215573310852 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080215573310852, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080215573310852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18031799793243408, + 0.02316869981586933, + 0.015502266585826874, + 0.02247103489935398, + 0.06566553562879562, + 0.020328067243099213, + 0.02921774424612522, + 0.08556320518255234, + 0.3953515887260437, + 0.16241388022899628 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.016080215573310852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772603377699852, + 0.055822115391492844, + 0.05940229073166847, + 0.11963048577308655, + 0.032070111483335495, + 0.06069876253604889, + 0.07428944855928421, + 0.15153884887695312, + 0.1524023711681366, + 0.21688522398471832 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010415849974378943 + ], + "opposite_logprob_tokens": [ + -6.876041412353516 + ], + "logprob_reward": -0.0010415849974378943, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010415849974378943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09756287187337875, + 0.07298871874809265, + 0.021871419623494148, + 0.04404173046350479, + 0.053194209933280945, + 0.05244718864560127, + 0.07609228789806366, + 0.03592197224497795, + 0.22414328157901764, + 0.3217363655567169 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0010415849974378943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010421803453937173 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010421803453937173, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010421803453937173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.196232870221138, + 0.04114020615816116, + 0.09248410165309906, + 0.06423801928758621, + 0.03427305072546005, + 0.05143126845359802, + 0.05059918016195297, + 0.038050852715969086, + 0.1655617654323578, + 0.26598870754241943 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0010421803453937173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot from a sideways angle, then slowly zooms in, ultimately settling on a serene close-up of her profile. In a simple, inviting bedroom, warm, golden afternoon sunlight slants through a large floor-to-ceiling window, creating a brilliant beam of light. Countless tiny particles of light slowly float, twirl, and dance in the air like golden elves. At the center of the frame, a young woman, dressed in a loose white cotton dress, gracefully stretches one arm overhead, her fingertips gently reaching toward the sky. The light illuminates her curves, making them appear exceptionally soft and slender. Her long, flowing hair, a delicate blend of soft rainbow hues—pale pink, light purple, sky blue, and mint green—cascades through the strands, casting a dreamy, almost translucent halo around the edges. As the camera zooms in, her focused and serene profile is captured clearly: her fair cheeks are sharply defined, her long lashes cast a subtle shadow across her eyelids, her lips slightly parted, her breathing steady and deep. The entire scene is imbued with the delicate light and shadow and dreamy atmosphere that are the hallmarks of Makoto Shinkai's animated films, with the dominant colors of warm gold and soft white creating a feeling of ultimate tranquility, purity, and vitality.", + "seed": 8617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_10/index_5196_seed_8617_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01949904125649482, + "vlm_logprob": -0.01949904125649482, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.01949904125649482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07134637236595154 + ], + "opposite_logprob_tokens": [ + -2.6963462829589844 + ], + "logprob_reward": -0.07134637236595154, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07134637236595154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2145455926656723, + 0.31407734751701355, + 0.03325890749692917, + 0.04004186764359474, + 0.1398155838251114, + 0.031300053000450134, + 0.042289119213819504, + 0.08484508097171783, + 0.05371926352381706, + 0.046107228845357895 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07134637236595154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002833758248016238 + ], + "opposite_logprob_tokens": [ + -5.877833843231201 + ], + "logprob_reward": -0.002833758248016238, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002833758248016238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13264331221580505, + 0.13828174769878387, + 0.09185700863599777, + 0.07049210369586945, + 0.11908046156167984, + 0.03328150883316994, + 0.04649319127202034, + 0.12431810796260834, + 0.1108449324965477, + 0.1327076256275177 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.002833758248016238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184611573815346 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184611573815346, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184611573815346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061060838401317596, + 0.14448702335357666, + 0.0633545070886612, + 0.033536117523908615, + 0.06309786438941956, + 0.02822161838412285, + 0.08147525042295456, + 0.41031506657600403, + 0.04038660600781441, + 0.07406506687402725 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.018184611573815346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015136463334783912 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015136463334783912, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015136463334783912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044523466378450394, + 0.08203621208667755, + 0.025794638320803642, + 0.037556979805231094, + 0.152044877409935, + 0.08333230763673782, + 0.0606098510324955, + 0.29917630553245544, + 0.13232819736003876, + 0.08259715139865875 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.0015136463334783912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bedroom with a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing a loose white cotton dress visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long hair with a blend of pale pink, light purple, sky blue, and mint green hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a slow zoom in from a medium shot to a close-up of the woman's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden afternoon sunlight beams and floating light particles visible in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036168177612125874 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036168177612125874, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036168177612125874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11399086564779282, + 0.03902408108115196, + 0.04800669848918915, + 0.06288350373506546, + 0.22385545074939728, + 0.07436907291412354, + 0.08799740672111511, + 0.11363023519515991, + 0.06919444352388382, + 0.16704826056957245 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0036168177612125874 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_tensor([7664, 7664])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_tensor([7664, 7664])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..82551a8e8e27a01eec846cdf595fa6740af66d7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_tensor([7664, 7664])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a horizontal angle, the still, long shot captures a single, withered, yellow maple leaf, its edges slightly curled and its veins distinct. With a grace almost reminiscent of slow motion, it silently twirls, sways, and slowly descends through the air. Against its backdrop, an old wooden fence stretches endlessly from the foreground into the distance. Its faded white paint has peeled away, revealing the weathered, dark gray wood grain beneath, creating a powerful diagonal line that guides the composition. This line leads the viewer through the falling leaves in the foreground and into the depths of a desolate, leaf-filled field shrouded in a thin layer of mist. The entire scene is bathed in a soft, faded, desaturated light, with few distinct shadows. The ochre-yellow hues of the fallen leaves, the off-white of the fence, and the gray-brown of the background earth blend into a harmonious, melancholic hue, creating an atmosphere of profound tranquility, a timeless autumn scene imbued with a poetic, bleak, and tranquil beauty.", + "seed": 23888, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_7664_seed_23888_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029447011090815066, + "vlm_logprob": -0.029447011090815066, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.029447011090815066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004596738610416651 + ], + "opposite_logprob_tokens": [ + -5.504596710205078 + ], + "logprob_reward": -0.004596738610416651, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004596738610416651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4413638710975647, + 0.08513061702251434, + 0.06947003304958344, + 0.04693048074841499, + 0.17454278469085693, + 0.06772653013467789, + 0.014876467175781727, + 0.054609861224889755, + 0.022390687838196754, + 0.022958694025874138 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004596738610416651 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897798717021942 + ], + "opposite_logprob_tokens": [ + -2.5789780616760254 + ], + "logprob_reward": -0.07897798717021942, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897798717021942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1765483319759369, + 0.11480560898780823, + 0.09195025265216827, + 0.1303970068693161, + 0.23774372041225433, + 0.08969642221927643, + 0.047884948551654816, + 0.052409976720809937, + 0.026018058881163597, + 0.03254556655883789 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.07897798717021942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633523523807526 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633523523807526, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633523523807526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2548845708370209, + 0.057815782725811005, + 0.10338884592056274, + 0.060766495764255524, + 0.1975765824317932, + 0.11951799690723419, + 0.03718998655676842, + 0.10704302787780762, + 0.022141730412840843, + 0.03967504948377609 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.004633523523807526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493759736418724 + ], + "opposite_logprob_tokens": [ + -2.9299376010894775 + ], + "logprob_reward": -0.05493759736418724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493759736418724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19550642371177673, + 0.07595255970954895, + 0.11246331036090851, + 0.07216309756040573, + 0.3390628695487976, + 0.03137805312871933, + 0.030378567054867744, + 0.07116753607988358, + 0.03410416096448898, + 0.037823427468538284 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.05493759736418724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089208785444498 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.004089208785444498, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089208785444498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19716928899288177, + 0.04183404892683029, + 0.10449106991291046, + 0.0714375451207161, + 0.3417297899723053, + 0.06268326193094254, + 0.02749219723045826, + 0.09060017764568329, + 0.02655625529587269, + 0.036006346344947815 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004089208785444498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a horizontal angle, the still, long shot captures a single, withered, yellow maple leaf, its edges slightly curled and its veins distinct. With a grace almost reminiscent of slow motion, it silently twirls, sways, and slowly descends through the air. Against its backdrop, an old wooden fence stretches endlessly from the foreground into the distance. Its faded white paint has peeled away, revealing the weathered, dark gray wood grain beneath, creating a powerful diagonal line that guides the composition. This line leads the viewer through the falling leaves in the foreground and into the depths of a desolate, leaf-filled field shrouded in a thin layer of mist. The entire scene is bathed in a soft, faded, desaturated light, with few distinct shadows. The ochre-yellow hues of the fallen leaves, the off-white of the fence, and the gray-brown of the background earth blend into a harmonious, melancholic hue, creating an atmosphere of profound tranquility, a timeless autumn scene imbued with a poetic, bleak, and tranquil beauty.", + "seed": 23889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_7664_seed_23889_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05754516334272921, + "vlm_logprob": -0.05754516334272921, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.05754516334272921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010420674458146095 + ], + "opposite_logprob_tokens": [ + -4.635420799255371 + ], + "logprob_reward": -0.010420674458146095, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010420674458146095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3844205439090729, + 0.12186887860298157, + 0.08233871310949326, + 0.044148221611976624, + 0.0547737292945385, + 0.03963775560259819, + 0.04563844949007034, + 0.04604250565171242, + 0.089869424700737, + 0.09126169979572296 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.010420674458146095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281636476516724 + ], + "opposite_logprob_tokens": [ + -2.0178163051605225 + ], + "logprob_reward": -0.14281636476516724, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281636476516724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22280339896678925, + 0.1715996265411377, + 0.15667036175727844, + 0.11531227827072144, + 0.04403503239154816, + 0.03344972804188728, + 0.037010133266448975, + 0.054793063551187515, + 0.0559963621199131, + 0.10833002626895905 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14281636476516724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028169972356408834 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028169972356408834, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028169972356408834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2495293766260147, + 0.05777403339743614, + 0.11620163917541504, + 0.09092853218317032, + 0.06064208969473839, + 0.03666232153773308, + 0.04888832941651344, + 0.057977233082056046, + 0.06523794680833817, + 0.21615849435329437 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0028169972356408834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270386129617691 + ], + "opposite_logprob_tokens": [ + -2.1270387172698975 + ], + "logprob_reward": -0.1270386129617691, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270386129617691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2719710171222687, + 0.07096666842699051, + 0.05894017964601517, + 0.060762934386730194, + 0.09996822476387024, + 0.03963243216276169, + 0.056244075298309326, + 0.09567029774188995, + 0.06631426513195038, + 0.17952993512153625 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.1270386129617691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633167292922735 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633167292922735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633167292922735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35132133960723877, + 0.08939340710639954, + 0.03754204884171486, + 0.07068711519241333, + 0.0644133985042572, + 0.04061718285083771, + 0.040720127522945404, + 0.06358572840690613, + 0.07379348576068878, + 0.1679261475801468 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004633167292922735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a horizontal angle, the still, long shot captures a single, withered, yellow maple leaf, its edges slightly curled and its veins distinct. With a grace almost reminiscent of slow motion, it silently twirls, sways, and slowly descends through the air. Against its backdrop, an old wooden fence stretches endlessly from the foreground into the distance. Its faded white paint has peeled away, revealing the weathered, dark gray wood grain beneath, creating a powerful diagonal line that guides the composition. This line leads the viewer through the falling leaves in the foreground and into the depths of a desolate, leaf-filled field shrouded in a thin layer of mist. The entire scene is bathed in a soft, faded, desaturated light, with few distinct shadows. The ochre-yellow hues of the fallen leaves, the off-white of the fence, and the gray-brown of the background earth blend into a harmonious, melancholic hue, creating an atmosphere of profound tranquility, a timeless autumn scene imbued with a poetic, bleak, and tranquil beauty.", + "seed": 23890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_7664_seed_23890_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0969070547260344, + "vlm_logprob": -0.0969070547260344, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0969070547260344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005596919916570187 + ], + "opposite_logprob_tokens": [ + -5.255597114562988 + ], + "logprob_reward": -0.005596919916570187, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005596919916570187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19213636219501495, + 0.012033355422317982, + 0.009697428904473782, + 0.008204496465623379, + 0.0035916781052947044, + 0.003500145860016346, + 0.004311396274715662, + 0.6466585993766785, + 0.0060157133266329765, + 0.11385077983140945 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.005596919916570187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370605409145355 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.03370605409145355, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370605409145355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32295963168144226, + 0.06201177090406418, + 0.03862103074789047, + 0.021962063387036324, + 0.008264606818556786, + 0.01230731513351202, + 0.01811954565346241, + 0.29884961247444153, + 0.059988852590322495, + 0.1569155603647232 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.03370605409145355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072383262217045 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072383262217045, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072383262217045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2305719256401062, + 0.040709495544433594, + 0.02206709422171116, + 0.028616027906537056, + 0.010887752287089825, + 0.006307521834969521, + 0.01196355652064085, + 0.5541406869888306, + 0.02659510262310505, + 0.0681409016251564 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.011072383262217045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289134740829468 + ], + "opposite_logprob_tokens": [ + -1.0539134740829468 + ], + "logprob_reward": -0.4289134740829468, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289134740829468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1967613250017166, + 0.010169540531933308, + 0.005911717656999826, + 0.005516239907592535, + 0.0021192722488194704, + 0.0033773386385291815, + 0.003109037410467863, + 0.698422372341156, + 0.0054031852632761, + 0.06920991837978363 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.4289134740829468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246442276984453 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246442276984453, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246442276984453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12546424567699432, + 0.010898451320827007, + 0.005263577215373516, + 0.0042190225794911385, + 0.0012420173734426498, + 0.0022696147207170725, + 0.0020677808206528425, + 0.8062703609466553, + 0.003611975349485874, + 0.038693029433488846 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.005246442276984453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a horizontal angle, the still, long shot captures a single, withered, yellow maple leaf, its edges slightly curled and its veins distinct. With a grace almost reminiscent of slow motion, it silently twirls, sways, and slowly descends through the air. Against its backdrop, an old wooden fence stretches endlessly from the foreground into the distance. Its faded white paint has peeled away, revealing the weathered, dark gray wood grain beneath, creating a powerful diagonal line that guides the composition. This line leads the viewer through the falling leaves in the foreground and into the depths of a desolate, leaf-filled field shrouded in a thin layer of mist. The entire scene is bathed in a soft, faded, desaturated light, with few distinct shadows. The ochre-yellow hues of the fallen leaves, the off-white of the fence, and the gray-brown of the background earth blend into a harmonious, melancholic hue, creating an atmosphere of profound tranquility, a timeless autumn scene imbued with a poetic, bleak, and tranquil beauty.", + "seed": 23891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_11/index_7664_seed_23891_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07026436841115355, + "vlm_logprob": -0.07026436841115355, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.07026436841115355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006338374223560095 + ], + "opposite_logprob_tokens": [ + -5.131338596343994 + ], + "logprob_reward": -0.006338374223560095, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006338374223560095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5266138315200806, + 0.035615094006061554, + 0.03843793645501137, + 0.09248260408639908, + 0.030936067923903465, + 0.0366797037422657, + 0.023313311859965324, + 0.14424020051956177, + 0.03246164321899414, + 0.03921959176659584 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.006338374223560095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865409806370735 + ], + "opposite_logprob_tokens": [ + -3.048654079437256 + ], + "logprob_reward": -0.04865409806370735, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865409806370735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34433719515800476, + 0.0831611156463623, + 0.08639059215784073, + 0.04414018616080284, + 0.030209306627511978, + 0.060092657804489136, + 0.020462382584810257, + 0.1140880361199379, + 0.043131571263074875, + 0.17398695647716522 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04865409806370735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776568040251732 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776568040251732, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776568040251732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25340211391448975, + 0.05421771481633186, + 0.0379183404147625, + 0.09157928079366684, + 0.07011410593986511, + 0.0827382504940033, + 0.05158587172627449, + 0.1458548903465271, + 0.128077432513237, + 0.08451194316148758 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.009776568040251732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813069522380829 + ], + "opposite_logprob_tokens": [ + -1.4063069820404053 + ], + "logprob_reward": -0.2813069522380829, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813069522380829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6436863541603088, + 0.03964904323220253, + 0.0356617346405983, + 0.06592918932437897, + 0.04185375198721886, + 0.039563894271850586, + 0.015635434538125992, + 0.04918387904763222, + 0.04591631144285202, + 0.022920317947864532 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.2813069522380829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, withered, yellow maple leaf with distinct veins and slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown twirling, swaying, and slowly descending through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an old wooden fence with faded, peeling white paint revealing dark gray wood grain visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a desolate, leaf-filled field shrouded in a thin layer of mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, faded, and desaturated with few distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052458494901657104 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.0052458494901657104, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052458494901657104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47486698627471924, + 0.04467664659023285, + 0.033697012811899185, + 0.048704542219638824, + 0.044551268219947815, + 0.05696510523557663, + 0.0387473925948143, + 0.1231052428483963, + 0.0425933301448822, + 0.09209248423576355 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0052458494901657104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_tensor([1104, 1104])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_tensor([1104, 1104])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..14650dbc595fbd8e9ed9aa07b6ef4341449e03d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_tensor([1104, 1104])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot centers on the gnarled, dark gray branches of an old maple tree, silhouetted against the low, golden afternoon sunlight filtering through the forest canopy. Suddenly, a powerful, unseen gust of wind sweeps through the scene, causing the branches to whip violently. In a chaotic instant, dozens of vibrant red leaves are ripped from their stems, and the camera immediately tilts downward, perfectly tracking the ensuing cascade in mesmerizing slow motion. A mix of fiery red and deep scarlet, with papery edges and slightly curled, the leaves don't simply fall; they flee, tumble, twirl, and dance in swirls, their forms caught in the backlight like scattered pieces of luminous stained glass, silhouetted against the soft, out-of-focus autumnal tones of the deeper woods, creating a powerful and poetic atmosphere that captures both the raw power of nature and the melancholic beauty of decay.", + "seed": 10401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_1104_seed_10401_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02825513472780585, + "vlm_logprob": -0.02825513472780585, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02825513472780585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01758882775902748 + ], + "opposite_logprob_tokens": [ + -4.1425886154174805 + ], + "logprob_reward": -0.01758882775902748, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01758882775902748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.300190269947052, + 0.08588891476392746, + 0.02046690136194229, + 0.041392795741558075, + 0.10073775053024292, + 0.05293453484773636, + 0.09830143302679062, + 0.0855267345905304, + 0.16183169186115265, + 0.05272901803255081 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01758882775902748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003210867755115032 + ], + "opposite_logprob_tokens": [ + -5.75321102142334 + ], + "logprob_reward": -0.003210867755115032, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003210867755115032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18391993641853333, + 0.04053422436118126, + 0.040765002369880676, + 0.09971416741609573, + 0.08472131937742233, + 0.0661865621805191, + 0.1185193657875061, + 0.18531519174575806, + 0.1097375676035881, + 0.070586659014225 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.003210867755115032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15935194492340088, + 0.0674256831407547, + 0.0618860200047493, + 0.13198259472846985, + 0.13470670580863953, + 0.08637036383152008, + 0.12139634788036346, + 0.08416344225406647, + 0.05842786282300949, + 0.09428900480270386 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12097836285829544, + 0.05499900132417679, + 0.07650396972894669, + 0.030077191069722176, + 0.23569421470165253, + 0.07776601612567902, + 0.11692170798778534, + 0.07610708475112915, + 0.11818904429674149, + 0.09276336431503296 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.012535235844552517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030978173017502 + ], + "opposite_logprob_tokens": [ + -2.3503098487854004 + ], + "logprob_reward": -0.10030978173017502, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030978173017502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12804237008094788, + 0.10529214888811111, + 0.061620332300662994, + 0.061885591596364975, + 0.1452431082725525, + 0.07343344390392303, + 0.11239468306303024, + 0.06340817362070084, + 0.08255508542060852, + 0.16612508893013 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.10030978173017502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on the gnarled, dark gray branches of an old maple tree, silhouetted against the low, golden afternoon sunlight filtering through the forest canopy. Suddenly, a powerful, unseen gust of wind sweeps through the scene, causing the branches to whip violently. In a chaotic instant, dozens of vibrant red leaves are ripped from their stems, and the camera immediately tilts downward, perfectly tracking the ensuing cascade in mesmerizing slow motion. A mix of fiery red and deep scarlet, with papery edges and slightly curled, the leaves don't simply fall; they flee, tumble, twirl, and dance in swirls, their forms caught in the backlight like scattered pieces of luminous stained glass, silhouetted against the soft, out-of-focus autumnal tones of the deeper woods, creating a powerful and poetic atmosphere that captures both the raw power of nature and the melancholic beauty of decay.", + "seed": 10402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_1104_seed_10402_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027717326954007148, + "vlm_logprob": -0.027717326954007148, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027717326954007148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027054792270064354 + ], + "opposite_logprob_tokens": [ + -3.652054786682129 + ], + "logprob_reward": -0.027054792270064354, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027054792270064354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531091868877411, + 0.051297131925821304, + 0.04190484806895256, + 0.046647392213344574, + 0.08907537907361984, + 0.10182667523622513, + 0.0433654747903347, + 0.07477324455976486, + 0.09350019693374634, + 0.20450043678283691 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.027054792270064354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111528396606445 + ], + "opposite_logprob_tokens": [ + -5.504111289978027 + ], + "logprob_reward": -0.004111528396606445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111528396606445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1384362131357193, + 0.07588879019021988, + 0.03203338384628296, + 0.0593610480427742, + 0.10062095522880554, + 0.1524689793586731, + 0.10502131283283234, + 0.08211949467658997, + 0.13495002686977386, + 0.11909979581832886 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.004111528396606445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072618886828423 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072618886828423, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072618886828423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1572890281677246, + 0.14104801416397095, + 0.047800835222005844, + 0.053732194006443024, + 0.040011610835790634, + 0.06001351773738861, + 0.14962108433246613, + 0.10400936007499695, + 0.058800384402275085, + 0.18767398595809937 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.011072618886828423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336325332522392 + ], + "opposite_logprob_tokens": [ + -3.651336431503296 + ], + "logprob_reward": -0.026336325332522392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336325332522392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2004595696926117, + 0.17840434610843658, + 0.04223208129405975, + 0.04419759660959244, + 0.16097413003444672, + 0.023994389921426773, + 0.05432010814547539, + 0.12681877613067627, + 0.0374709889292717, + 0.13112804293632507 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026336325332522392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001136988401413 + ], + "opposite_logprob_tokens": [ + -2.6950113773345947 + ], + "logprob_reward": -0.07001136988401413, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001136988401413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08803440630435944, + 0.08820418268442154, + 0.05038244277238846, + 0.030804462730884552, + 0.05845530331134796, + 0.034810423851013184, + 0.02789374627172947, + 0.18044103682041168, + 0.06099481135606766, + 0.3799791932106018 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.07001136988401413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on the gnarled, dark gray branches of an old maple tree, silhouetted against the low, golden afternoon sunlight filtering through the forest canopy. Suddenly, a powerful, unseen gust of wind sweeps through the scene, causing the branches to whip violently. In a chaotic instant, dozens of vibrant red leaves are ripped from their stems, and the camera immediately tilts downward, perfectly tracking the ensuing cascade in mesmerizing slow motion. A mix of fiery red and deep scarlet, with papery edges and slightly curled, the leaves don't simply fall; they flee, tumble, twirl, and dance in swirls, their forms caught in the backlight like scattered pieces of luminous stained glass, silhouetted against the soft, out-of-focus autumnal tones of the deeper woods, creating a powerful and poetic atmosphere that captures both the raw power of nature and the melancholic beauty of decay.", + "seed": 10403, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_1104_seed_10403_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025949950236827134, + "vlm_logprob": -0.025949950236827134, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.025949950236827134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03943362459540367 + ], + "opposite_logprob_tokens": [ + -3.289433717727661 + ], + "logprob_reward": -0.03943362459540367, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03943362459540367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06575492024421692, + 0.03541630133986473, + 0.024707123637199402, + 0.31948044896125793, + 0.07811973243951797, + 0.03134970739483833, + 0.05965423211455345, + 0.06179332733154297, + 0.27763622999191284, + 0.04608796164393425 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.03943362459540367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004656186792999506 + ], + "opposite_logprob_tokens": [ + -5.3796563148498535 + ], + "logprob_reward": -0.004656186792999506, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004656186792999506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02682674489915371, + 0.03179348260164261, + 0.011635943315923214, + 0.6661396026611328, + 0.009670749306678772, + 0.01864955574274063, + 0.009796395897865295, + 0.02420353889465332, + 0.16577781736850739, + 0.03550618141889572 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.004656186792999506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077453382313251 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077453382313251, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077453382313251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08931398391723633, + 0.017356811091303825, + 0.008483202196657658, + 0.7258913516998291, + 0.016707230359315872, + 0.01396703626960516, + 0.011039665900170803, + 0.035557329654693604, + 0.01723920740187168, + 0.0644441545009613 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.011077453382313251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03315899148583412, + 0.01475655846297741, + 0.006666705012321472, + 0.05289037525653839, + 0.009318629279732704, + 0.02286742441356182, + 0.033260367810726166, + 0.09564724564552307, + 0.7166744470596313, + 0.014759262092411518 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.012537001632153988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204548478126526 + ], + "opposite_logprob_tokens": [ + -2.8120455741882324 + ], + "logprob_reward": -0.06204548478126526, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204548478126526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05718383193016052, + 0.024566650390625, + 0.016047364100813866, + 0.4371631443500519, + 0.03323515132069588, + 0.008279772475361824, + 0.026481539011001587, + 0.05618332698941231, + 0.28102341294288635, + 0.05983578786253929 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.06204548478126526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on the gnarled, dark gray branches of an old maple tree, silhouetted against the low, golden afternoon sunlight filtering through the forest canopy. Suddenly, a powerful, unseen gust of wind sweeps through the scene, causing the branches to whip violently. In a chaotic instant, dozens of vibrant red leaves are ripped from their stems, and the camera immediately tilts downward, perfectly tracking the ensuing cascade in mesmerizing slow motion. A mix of fiery red and deep scarlet, with papery edges and slightly curled, the leaves don't simply fall; they flee, tumble, twirl, and dance in swirls, their forms caught in the backlight like scattered pieces of luminous stained glass, silhouetted against the soft, out-of-focus autumnal tones of the deeper woods, creating a powerful and poetic atmosphere that captures both the raw power of nature and the melancholic beauty of decay.", + "seed": 10404, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_12/index_1104_seed_10404_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020506787346675992, + "vlm_logprob": -0.020506787346675992, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.020506787346675992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03072102554142475 + ], + "opposite_logprob_tokens": [ + -3.5307209491729736 + ], + "logprob_reward": -0.03072102554142475, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03072102554142475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3080647587776184, + 0.07992732524871826, + 0.08256552368402481, + 0.04413813352584839, + 0.04290004074573517, + 0.10470128804445267, + 0.09313022345304489, + 0.036934226751327515, + 0.053688619285821915, + 0.15394990146160126 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03072102554142475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022163845133036375 + ], + "opposite_logprob_tokens": [ + -6.127216339111328 + ], + "logprob_reward": -0.0022163845133036375, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022163845133036375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1485331654548645, + 0.17092932760715485, + 0.1595841944217682, + 0.11354567855596542, + 0.05396823585033417, + 0.0740450844168663, + 0.06929948925971985, + 0.05653170123696327, + 0.04154551401734352, + 0.11201758682727814 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0022163845133036375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10293211787939072, + 0.09833189100027084, + 0.1424388587474823, + 0.05868658423423767, + 0.07134094089269638, + 0.09271387755870819, + 0.07618553191423416, + 0.06310729682445526, + 0.15007221698760986, + 0.14419066905975342 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579153671860695 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579153671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579153671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05739131569862366, + 0.06154144927859306, + 0.03983548656105995, + 0.10714594274759293, + 0.04050131142139435, + 0.0640486404299736, + 0.11618000268936157, + 0.11111298948526382, + 0.33204564452171326, + 0.07019725441932678 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.020579153671860695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are gnarled, dark gray branches of an old maple tree visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dozens of vibrant red leaves with papery edges and curled forms appear to be ripped from the branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves tumble, twirl, and dance in swirls rather than simply falling straight down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera movement a tilt downward that tracks the cascade of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the motion of the falling leaves depicted in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306488484144211 + ], + "opposite_logprob_tokens": [ + -3.168064832687378 + ], + "logprob_reward": -0.04306488484144211, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306488484144211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10460648685693741, + 0.09997764974832535, + 0.07678214460611343, + 0.050693757832050323, + 0.044439129531383514, + 0.0585041381418705, + 0.07711581885814667, + 0.07291966676712036, + 0.061041608452796936, + 0.3539196252822876 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.04306488484144211 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_tensor([5624, 5624])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_tensor([5624, 5624])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7f890f3a114aa3484b585d9cfcec5968411b925a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_tensor([5624, 5624])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "visceral, first-person perspective shot violently lurches forward, plunging the viewer directly into the action, captured with the hyper-detailed, athletic style of a high-speed sports documentary. The camera rushes toward a dense, seemingly impenetrable wall of slender green Japanese bamboo. Bright, slightly diffused sunlight filters through the upper canopy, creating a dynamic effect of sharp highlights and deep shadows across the bamboo stems. As the moment of impact approaches, the shot shifts into extreme slow motion, revealing the complex physics of the collision with crystal clarity. Initial contact reveals the smooth, vibrant green bamboo stems bending unnaturally, their fibrous structure straining under immense force before they begin to shatter; the camera meticulously records the explosion of individual bamboo stems into a cloud of pale, woody fragments and a fine mist of internal moisture that catches the light. The forward momentum continues relentlessly, carving a path through the chaos as broken bamboo and torn, fluttering leaves whiz by, completely immersing the viewer in the raw, shocking force of the crash.", + "seed": 29385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_5624_seed_29385_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21255475552752615, + "vlm_logprob": -0.21255475552752615, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.21255475552752615, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11550189554691315 + ], + "opposite_logprob_tokens": [ + -2.365501880645752 + ], + "logprob_reward": -0.11550189554691315, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11550189554691315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12074299156665802, + 0.05796017497777939, + 0.12542098760604858, + 0.3359454572200775, + 0.019847026094794273, + 0.047028906643390656, + 0.06500036269426346, + 0.10917101800441742, + 0.08991190791130066, + 0.028971131891012192 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.11550189554691315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211124733090401 + ], + "opposite_logprob_tokens": [ + -2.8121111392974854 + ], + "logprob_reward": -0.06211124733090401, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211124733090401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1467299908399582, + 0.11607633531093597, + 0.15627898275852203, + 0.22825579345226288, + 0.05034330114722252, + 0.03533423691987991, + 0.03651580214500427, + 0.03613930940628052, + 0.12550733983516693, + 0.06881900876760483 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.06211124733090401 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261097073554993 + ], + "opposite_logprob_tokens": [ + -0.5761097073554993 + ], + "logprob_reward": -0.8261097073554993, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261097073554993, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1771477460861206, + 0.2139635682106018, + 0.1152086928486824, + 0.166900172829628, + 0.05398555472493172, + 0.04463914409279823, + 0.043547067791223526, + 0.10772106051445007, + 0.044222451746463776, + 0.032664570957422256 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.8261097073554993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495542660355568 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495542660355568, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495542660355568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05657704547047615, + 0.10577765852212906, + 0.12268520891666412, + 0.10722651332616806, + 0.11649999022483826, + 0.03245599567890167, + 0.10957696288824081, + 0.06557231396436691, + 0.14008504152297974, + 0.1435433030128479 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.05495542660355568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040955008007586 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.0040955008007586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040955008007586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19654856622219086, + 0.09657229483127594, + 0.09768962115049362, + 0.153732031583786, + 0.05665159970521927, + 0.11330749839544296, + 0.04826027899980545, + 0.0554928183555603, + 0.09055611491203308, + 0.09118910133838654 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0040955008007586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "visceral, first-person perspective shot violently lurches forward, plunging the viewer directly into the action, captured with the hyper-detailed, athletic style of a high-speed sports documentary. The camera rushes toward a dense, seemingly impenetrable wall of slender green Japanese bamboo. Bright, slightly diffused sunlight filters through the upper canopy, creating a dynamic effect of sharp highlights and deep shadows across the bamboo stems. As the moment of impact approaches, the shot shifts into extreme slow motion, revealing the complex physics of the collision with crystal clarity. Initial contact reveals the smooth, vibrant green bamboo stems bending unnaturally, their fibrous structure straining under immense force before they begin to shatter; the camera meticulously records the explosion of individual bamboo stems into a cloud of pale, woody fragments and a fine mist of internal moisture that catches the light. The forward momentum continues relentlessly, carving a path through the chaos as broken bamboo and torn, fluttering leaves whiz by, completely immersing the viewer in the raw, shocking force of the crash.", + "seed": 29386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_5624_seed_29386_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1461265518562868, + "vlm_logprob": -0.1461265518562868, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.1461265518562868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.265779972076416 + ], + "opposite_logprob_tokens": [ + -1.515779972076416 + ], + "logprob_reward": -0.265779972076416, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.265779972076416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08088061958551407, + 0.19205032289028168, + 0.07958877831697464, + 0.047909174114465714, + 0.04253676161170006, + 0.08444555103778839, + 0.08861968666315079, + 0.11854887008666992, + 0.203776016831398, + 0.061644282191991806 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.265779972076416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062099259346723557 + ], + "opposite_logprob_tokens": [ + -2.8120992183685303 + ], + "logprob_reward": -0.062099259346723557, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062099259346723557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050263337790966034, + 0.08954251557588577, + 0.03943324461579323, + 0.07388046383857727, + 0.08835212141275406, + 0.06744619458913803, + 0.273021936416626, + 0.05487143620848656, + 0.1583968997001648, + 0.10479186475276947 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.062099259346723557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704434037208557 + ], + "opposite_logprob_tokens": [ + -1.1370443105697632 + ], + "logprob_reward": -0.38704434037208557, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38704434037208557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08441007882356644, + 0.10241509228944778, + 0.07088900357484818, + 0.07597347348928452, + 0.07807600498199463, + 0.11328164488077164, + 0.22657588124275208, + 0.09852048009634018, + 0.056518424302339554, + 0.0933399423956871 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.38704434037208557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195065014064312 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195065014064312, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195065014064312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027828140184283257, + 0.0775132104754448, + 0.03739779815077782, + 0.04168590530753136, + 0.06613333523273468, + 0.07336340099573135, + 0.08548355102539062, + 0.18484659492969513, + 0.1541137844324112, + 0.25163424015045166 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.014195065014064312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11198543012142181, + 0.15785326063632965, + 0.132191464304924, + 0.06966660916805267, + 0.07464387267827988, + 0.0743085965514183, + 0.06787985563278198, + 0.0422738678753376, + 0.07224424183368683, + 0.19695286452770233 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.0015141224721446633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "visceral, first-person perspective shot violently lurches forward, plunging the viewer directly into the action, captured with the hyper-detailed, athletic style of a high-speed sports documentary. The camera rushes toward a dense, seemingly impenetrable wall of slender green Japanese bamboo. Bright, slightly diffused sunlight filters through the upper canopy, creating a dynamic effect of sharp highlights and deep shadows across the bamboo stems. As the moment of impact approaches, the shot shifts into extreme slow motion, revealing the complex physics of the collision with crystal clarity. Initial contact reveals the smooth, vibrant green bamboo stems bending unnaturally, their fibrous structure straining under immense force before they begin to shatter; the camera meticulously records the explosion of individual bamboo stems into a cloud of pale, woody fragments and a fine mist of internal moisture that catches the light. The forward momentum continues relentlessly, carving a path through the chaos as broken bamboo and torn, fluttering leaves whiz by, completely immersing the viewer in the raw, shocking force of the crash.", + "seed": 29387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_5624_seed_29387_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0870625871932134, + "vlm_logprob": -0.0870625871932134, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.0870625871932134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09105350822210312 + ], + "opposite_logprob_tokens": [ + -2.5910534858703613 + ], + "logprob_reward": -0.09105350822210312, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09105350822210312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09957268089056015, + 0.15421923995018005, + 0.05360037833452225, + 0.022864874452352524, + 0.052823059260845184, + 0.27002719044685364, + 0.05796287953853607, + 0.0558331273496151, + 0.1850953996181488, + 0.04800119996070862 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.09105350822210312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333826944231987 + ], + "opposite_logprob_tokens": [ + -3.7733383178710938 + ], + "logprob_reward": -0.02333826944231987, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333826944231987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056130409240722656, + 0.08426254242658615, + 0.07664107531309128, + 0.09601858258247375, + 0.07712268829345703, + 0.16392411291599274, + 0.25465843081474304, + 0.047627389430999756, + 0.06657806783914566, + 0.07703670114278793 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.02333826944231987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813093066215515 + ], + "opposite_logprob_tokens": [ + -1.4063093662261963 + ], + "logprob_reward": -0.2813093066215515, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813093066215515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0752333402633667, + 0.06859570741653442, + 0.06747572124004364, + 0.034002020955085754, + 0.13759516179561615, + 0.20850065350532532, + 0.12411405146121979, + 0.07829763740301132, + 0.1602955162525177, + 0.04589013010263443 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.2813093066215515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809856250882149 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809856250882149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809856250882149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035598743706941605, + 0.047226954251527786, + 0.04171197861433029, + 0.07906212657690048, + 0.04899989068508148, + 0.39838549494743347, + 0.0693005621433258, + 0.17572857439517975, + 0.06634150445461273, + 0.03764413669705391 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.03809856250882149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1827685683965683, + 0.04081139340996742, + 0.033847272396087646, + 0.05029879882931709, + 0.13645868003368378, + 0.29451024532318115, + 0.08545523136854172, + 0.0712638571858406, + 0.04174264520406723, + 0.06284335255622864 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0015132891712710261 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "visceral, first-person perspective shot violently lurches forward, plunging the viewer directly into the action, captured with the hyper-detailed, athletic style of a high-speed sports documentary. The camera rushes toward a dense, seemingly impenetrable wall of slender green Japanese bamboo. Bright, slightly diffused sunlight filters through the upper canopy, creating a dynamic effect of sharp highlights and deep shadows across the bamboo stems. As the moment of impact approaches, the shot shifts into extreme slow motion, revealing the complex physics of the collision with crystal clarity. Initial contact reveals the smooth, vibrant green bamboo stems bending unnaturally, their fibrous structure straining under immense force before they begin to shatter; the camera meticulously records the explosion of individual bamboo stems into a cloud of pale, woody fragments and a fine mist of internal moisture that catches the light. The forward momentum continues relentlessly, carving a path through the chaos as broken bamboo and torn, fluttering leaves whiz by, completely immersing the viewer in the raw, shocking force of the crash.", + "seed": 29388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_13/index_5624_seed_29388_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09131370941177011, + "vlm_logprob": -0.09131370941177011, + "vlm_yes_no_margin": 3.299999988079071, + "vlm_token_credit": -0.09131370941177011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08373533189296722 + ], + "opposite_logprob_tokens": [ + -2.708735227584839 + ], + "logprob_reward": -0.08373533189296722, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08373533189296722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10678303241729736, + 0.17745652794837952, + 0.05944601073861122, + 0.10153186321258545, + 0.03186926618218422, + 0.05873902142047882, + 0.06162453070282936, + 0.2698008716106415, + 0.09738563746213913, + 0.035363271832466125 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.08373533189296722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026402274146676064 + ], + "opposite_logprob_tokens": [ + -3.651402235031128 + ], + "logprob_reward": -0.026402274146676064, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026402274146676064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11870292574167252, + 0.07414742559194565, + 0.0818159207701683, + 0.05652964115142822, + 0.055678628385066986, + 0.04796638339757919, + 0.04631999507546425, + 0.35789719223976135, + 0.07915743440389633, + 0.08178451657295227 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.026402274146676064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134315609931946 + ], + "opposite_logprob_tokens": [ + -1.3134315013885498 + ], + "logprob_reward": -0.3134315609931946, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134315609931946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14437943696975708, + 0.12279722094535828, + 0.08253408223390579, + 0.06198297441005707, + 0.06871873885393143, + 0.2149595022201538, + 0.04275887459516525, + 0.10656370967626572, + 0.10620380192995071, + 0.04910159483551979 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.3134315609931946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805148020386696 + ], + "opposite_logprob_tokens": [ + -3.5298051834106445 + ], + "logprob_reward": -0.029805148020386696, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805148020386696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13254696130752563, + 0.03593333810567856, + 0.053496234118938446, + 0.03164520114660263, + 0.04527454450726509, + 0.04938262328505516, + 0.025469256564974785, + 0.34761175513267517, + 0.18324193358421326, + 0.09539812803268433 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.029805148020386696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rush forward toward a dense wall of slender green Japanese bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video begin with a violent forward lurch before shifting to extreme slow motion at impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bamboo stems shown bending unnaturally and shattering into pale woody fragments and a mist of moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, slightly diffused sunlight creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194232005625963 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194232005625963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194232005625963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09010182321071625, + 0.0687391459941864, + 0.21161013841629028, + 0.06829308718442917, + 0.07549383491277695, + 0.07888853549957275, + 0.11711820214986801, + 0.17881456017494202, + 0.0658518373966217, + 0.04508877918124199 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.003194232005625963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_tensor([5123, 5123])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_tensor([5123, 5123])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..352400a9450df45e40951b8236e793191a37d974 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_tensor([5123, 5123])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle shot, the camera smoothly tilts downward, tracking a moving car as it prepares to make a smooth turn around a quaint Japanese street corner. It's a cream-white, vintage minivan, compact and exquisitely crafted with a meticulously maintained paint job, its warm sheen reflecting off the soft afternoon sun. Through the roof and windshield, an elderly woman can be clearly seen in the driver's seat. Her silver hair is meticulously pulled into a traditional high bun, secured with a simple wooden hairpin. She wears a dark blue silk kimono embellished with delicate white chrysanthemum patterns. Her face is kind and focused. Her hands are steady on the steering wheel, calmly and deliberately steering the car, gracefully tracing a smooth curve and precisely navigating into another narrow alley. The street where the vehicles are located is paved with irregular stone slabs, and on both sides are traditional Japanese wooden houses with dark tiled roofs and paper lattice windows. The warm sunlight casts the long shadows of the eaves and vehicles on the road, giving the entire picture a soft golden halo, creating a tranquil, nostalgic and aesthetically pleasing atmosphere.", + "seed": 29366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_5123_seed_29366_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24945235345512629, + "vlm_logprob": -0.24945235345512629, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.24945235345512629, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9831607937812805 + ], + "opposite_logprob_tokens": [ + -0.4831607937812805 + ], + "logprob_reward": -0.9831607937812805, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9831607937812805, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05246635153889656, + 0.033554915338754654, + 0.01923224702477455, + 0.26727160811424255, + 0.055710356682538986, + 0.12859265506267548, + 0.08407449722290039, + 0.19418483972549438, + 0.08397459983825684, + 0.0809379294514656 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.9831607937812805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207248568534851 + ], + "opposite_logprob_tokens": [ + -2.812072515487671 + ], + "logprob_reward": -0.06207248568534851, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207248568534851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09573086351156235, + 0.040680065751075745, + 0.06684009730815887, + 0.2930077314376831, + 0.02803473360836506, + 0.0996875986456871, + 0.04694847762584686, + 0.07106100022792816, + 0.060341302305459976, + 0.1976681351661682 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.06207248568534851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035312920808792 + ], + "opposite_logprob_tokens": [ + -2.350353240966797 + ], + "logprob_reward": -0.10035312920808792, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035312920808792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05410536378622055, + 0.026263287290930748, + 0.05435694754123688, + 0.2557244598865509, + 0.051164016127586365, + 0.029214590787887573, + 0.07958372682332993, + 0.07575234025716782, + 0.1983475238084793, + 0.1754877120256424 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.10035312920808792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08914000540971756 + ], + "opposite_logprob_tokens": [ + -2.464139938354492 + ], + "logprob_reward": -0.08914000540971756, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08914000540971756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11435127258300781, + 0.02821573242545128, + 0.10700617730617523, + 0.1831839382648468, + 0.025096377357840538, + 0.04193867743015289, + 0.04176105931401253, + 0.16708974540233612, + 0.15369516611099243, + 0.1376618593931198 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.08914000540971756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535353191196918 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535353191196918, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535353191196918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15270183980464935, + 0.054335061460733414, + 0.03693735972046852, + 0.36016395688056946, + 0.06912913918495178, + 0.034063007682561874, + 0.018991690129041672, + 0.053891945630311966, + 0.03497615084052086, + 0.1848098635673523 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.012535353191196918 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot, the camera smoothly tilts downward, tracking a moving car as it prepares to make a smooth turn around a quaint Japanese street corner. It's a cream-white, vintage minivan, compact and exquisitely crafted with a meticulously maintained paint job, its warm sheen reflecting off the soft afternoon sun. Through the roof and windshield, an elderly woman can be clearly seen in the driver's seat. Her silver hair is meticulously pulled into a traditional high bun, secured with a simple wooden hairpin. She wears a dark blue silk kimono embellished with delicate white chrysanthemum patterns. Her face is kind and focused. Her hands are steady on the steering wheel, calmly and deliberately steering the car, gracefully tracing a smooth curve and precisely navigating into another narrow alley. The street where the vehicles are located is paved with irregular stone slabs, and on both sides are traditional Japanese wooden houses with dark tiled roofs and paper lattice windows. The warm sunlight casts the long shadows of the eaves and vehicles on the road, giving the entire picture a soft golden halo, creating a tranquil, nostalgic and aesthetically pleasing atmosphere.", + "seed": 29367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_5123_seed_29367_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08181778006255627, + "vlm_logprob": -0.08181778006255627, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08181778006255627, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18581359088420868 + ], + "opposite_logprob_tokens": [ + -1.810813546180725 + ], + "logprob_reward": -0.18581359088420868, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18581359088420868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33275002241134644, + 0.1057739332318306, + 0.06268273293972015, + 0.03686685860157013, + 0.19989632070064545, + 0.05217069759964943, + 0.11516716331243515, + 0.029375500977039337, + 0.04065180942416191, + 0.02466493286192417 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.18581359088420868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0777907744050026, + 0.02232915163040161, + 0.03599051386117935, + 0.07752661406993866, + 0.29223698377609253, + 0.04376482591032982, + 0.016551723703742027, + 0.04206566885113716, + 0.031136685982346535, + 0.3606070578098297 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034202039241791 + ], + "opposite_logprob_tokens": [ + -2.350342035293579 + ], + "logprob_reward": -0.10034202039241791, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034202039241791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16238264739513397, + 0.026140807196497917, + 0.04142503812909126, + 0.03718436136841774, + 0.29351913928985596, + 0.02570498175919056, + 0.15075230598449707, + 0.10866452008485794, + 0.08070189505815506, + 0.07352431118488312 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.10034202039241791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904848456382751 + ], + "opposite_logprob_tokens": [ + -2.5790483951568604 + ], + "logprob_reward": -0.07904848456382751, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904848456382751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06940561532974243, + 0.04860991612076759, + 0.040858425199985504, + 0.09383263438940048, + 0.4103981852531433, + 0.033315595239400864, + 0.06382856518030167, + 0.02975829504430294, + 0.0812455266714096, + 0.12874729931354523 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.07904848456382751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576000213623047 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.020576000213623047, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576000213623047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18424881994724274, + 0.23667623102664948, + 0.08691820502281189, + 0.02487861178815365, + 0.29337987303733826, + 0.01614995300769806, + 0.0496523380279541, + 0.03401681408286095, + 0.039764538407325745, + 0.03431464359164238 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.020576000213623047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot, the camera smoothly tilts downward, tracking a moving car as it prepares to make a smooth turn around a quaint Japanese street corner. It's a cream-white, vintage minivan, compact and exquisitely crafted with a meticulously maintained paint job, its warm sheen reflecting off the soft afternoon sun. Through the roof and windshield, an elderly woman can be clearly seen in the driver's seat. Her silver hair is meticulously pulled into a traditional high bun, secured with a simple wooden hairpin. She wears a dark blue silk kimono embellished with delicate white chrysanthemum patterns. Her face is kind and focused. Her hands are steady on the steering wheel, calmly and deliberately steering the car, gracefully tracing a smooth curve and precisely navigating into another narrow alley. The street where the vehicles are located is paved with irregular stone slabs, and on both sides are traditional Japanese wooden houses with dark tiled roofs and paper lattice windows. The warm sunlight casts the long shadows of the eaves and vehicles on the road, giving the entire picture a soft golden halo, creating a tranquil, nostalgic and aesthetically pleasing atmosphere.", + "seed": 29368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_5123_seed_29368_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.056897809728980064, + "vlm_logprob": -0.056897809728980064, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.056897809728980064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10663916170597076 + ], + "opposite_logprob_tokens": [ + -2.3566391468048096 + ], + "logprob_reward": -0.10663916170597076, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10663916170597076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14046965539455414, + 0.02811586484313011, + 0.25397634506225586, + 0.02775241807103157, + 0.024708684533834457, + 0.05851563438773155, + 0.05079535022377968, + 0.022827668115496635, + 0.359372079372406, + 0.03346627205610275 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.10663916170597076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316724225878716 + ], + "opposite_logprob_tokens": [ + -3.7733166217803955 + ], + "logprob_reward": -0.023316724225878716, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316724225878716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09928672015666962, + 0.03707552328705788, + 0.2988595962524414, + 0.05163940042257309, + 0.026588091626763344, + 0.07509314268827438, + 0.026670612394809723, + 0.07610762864351273, + 0.22378861904144287, + 0.08489064127206802 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.023316724225878716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033458471298218 + ], + "opposite_logprob_tokens": [ + -2.350334644317627 + ], + "logprob_reward": -0.10033458471298218, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033458471298218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10291439294815063, + 0.04435698315501213, + 0.19374391436576843, + 0.036907266825437546, + 0.04340695962309837, + 0.05290411785244942, + 0.08582932502031326, + 0.09006628394126892, + 0.18992771208286285, + 0.15994305908679962 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.10033458471298218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038136545568704605 + ], + "opposite_logprob_tokens": [ + -3.2881364822387695 + ], + "logprob_reward": -0.038136545568704605, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038136545568704605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0991901382803917, + 0.04001575708389282, + 0.2205476611852646, + 0.04004666581749916, + 0.02621615119278431, + 0.07777519524097443, + 0.041567362844944, + 0.06515035033226013, + 0.17126262187957764, + 0.21822817623615265 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.038136545568704605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606203243136406 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606203243136406, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606203243136406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17107084393501282, + 0.023194830864667892, + 0.36395999789237976, + 0.10643430054187775, + 0.01659681461751461, + 0.0272170752286911, + 0.0073242890648543835, + 0.0798129066824913, + 0.15687136352062225, + 0.047517597675323486 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.01606203243136406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot, the camera smoothly tilts downward, tracking a moving car as it prepares to make a smooth turn around a quaint Japanese street corner. It's a cream-white, vintage minivan, compact and exquisitely crafted with a meticulously maintained paint job, its warm sheen reflecting off the soft afternoon sun. Through the roof and windshield, an elderly woman can be clearly seen in the driver's seat. Her silver hair is meticulously pulled into a traditional high bun, secured with a simple wooden hairpin. She wears a dark blue silk kimono embellished with delicate white chrysanthemum patterns. Her face is kind and focused. Her hands are steady on the steering wheel, calmly and deliberately steering the car, gracefully tracing a smooth curve and precisely navigating into another narrow alley. The street where the vehicles are located is paved with irregular stone slabs, and on both sides are traditional Japanese wooden houses with dark tiled roofs and paper lattice windows. The warm sunlight casts the long shadows of the eaves and vehicles on the road, giving the entire picture a soft golden halo, creating a tranquil, nostalgic and aesthetically pleasing atmosphere.", + "seed": 29369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_14/index_5123_seed_29369_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09529107203707099, + "vlm_logprob": -0.09529107203707099, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.09529107203707099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16820479929447174 + ], + "opposite_logprob_tokens": [ + -1.9182047843933105 + ], + "logprob_reward": -0.16820479929447174, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16820479929447174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08426652103662491, + 0.0655413344502449, + 0.2594144344329834, + 0.0633792132139206, + 0.10577604174613953, + 0.031600985676050186, + 0.04689035564661026, + 0.2844509184360504, + 0.023416560143232346, + 0.035263679921627045 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.16820479929447174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983037196099758 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.02983037196099758, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983037196099758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1044173538684845, + 0.3138419985771179, + 0.08065015822649002, + 0.03733547031879425, + 0.04704995080828667, + 0.14508770406246185, + 0.041922375559806824, + 0.06011122092604637, + 0.08487419784069061, + 0.08470961451530457 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.02983037196099758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160113275051117 + ], + "opposite_logprob_tokens": [ + -1.7016011476516724 + ], + "logprob_reward": -0.20160113275051117, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160113275051117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11259807646274567, + 0.1453629732131958, + 0.04020713269710541, + 0.054663099348545074, + 0.03841084614396095, + 0.11242539435625076, + 0.03641702979803085, + 0.08217911422252655, + 0.3439079523086548, + 0.033828381448984146 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.20160113275051117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008416950702667 + ], + "opposite_logprob_tokens": [ + -2.6950840950012207 + ], + "logprob_reward": -0.07008416950702667, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008416950702667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34431591629981995, + 0.13106435537338257, + 0.12354806065559387, + 0.06744898110628128, + 0.032936010509729385, + 0.056674014776945114, + 0.04694939777255058, + 0.047522347420454025, + 0.10322073847055435, + 0.04632018879055977 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07008416950702667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle and tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cream-white vintage minivan with a meticulously maintained paint job?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with silver hair in a traditional high bun visible driving the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the driver wearing a dark blue silk kimono with white chrysanthemum patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a Japanese street corner with irregular stone slabs and traditional wooden houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08666370809078217, + 0.5451576709747314, + 0.0376875139772892, + 0.026877693831920624, + 0.05493117868900299, + 0.08472523093223572, + 0.02715868502855301, + 0.03635914623737335, + 0.07674475759267807, + 0.023694343864917755 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006734886672347784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_tensor([801, 801])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_tensor([801, 801])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bd146cb44a3fb24acfc57ebac654f213a26f5aca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_tensor([801, 801])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, top-down, bird's-eye view immerses the viewer in a classic pixel art world, its visuals reminiscent of the tense atmosphere of a vintage video game. At the center of the frame, a simple, square life raft, constructed from bright orange blocks, struggles amidst a vast ocean of dark blue pixels. Massive waves, procedurally composed of alternating dark navy and slightly lighter cyan blocks, create a dynamic sense of depth, their crests dotted with striking foam composed of pure white pixels. Rather than a smooth, fluid motion, the life raft is violently tossed up and down in this digital turmoil, jerking and jerking with each wave, pushed to the corners of the frame and pulled back toward the center. The scene utilizes a flat, shadowless lighting scheme and a limited, saturated color palette. The strong color contrast and blocky dynamics create a tense atmosphere of isolation and life-or-death struggle, perfectly recreating the unique aesthetic and pressure of survival games from the 8-bit era.", + "seed": 16661, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_801_seed_16661_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013301463040988892, + "vlm_logprob": -0.013301463040988892, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.013301463040988892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049644652754068375 + ], + "opposite_logprob_tokens": [ + -3.049644708633423 + ], + "logprob_reward": -0.049644652754068375, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049644652754068375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12986917793750763, + 0.0646660178899765, + 0.052421607077121735, + 0.10050716251134872, + 0.4393686354160309, + 0.08431638777256012, + 0.028529400005936623, + 0.03103576973080635, + 0.05013289675116539, + 0.019152941182255745 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.049644652754068375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067449514754116535 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.0067449514754116535, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067449514754116535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058409418910741806, + 0.020871618762612343, + 0.035015903413295746, + 0.0358792319893837, + 0.78898024559021, + 0.015686655417084694, + 0.016490763053297997, + 0.006336644291877747, + 0.011608281172811985, + 0.010721322149038315 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0067449514754116535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010411086259409785 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010411086259409785, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010411086259409785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24854695796966553, + 0.13809217512607574, + 0.07737229019403458, + 0.06412409245967865, + 0.16988536715507507, + 0.06890963017940521, + 0.10985405743122101, + 0.046816710382699966, + 0.04626132547855377, + 0.03013736382126808 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0010411086259409785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641940541565418 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641940541565418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641940541565418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2783096730709076, + 0.06578925997018814, + 0.12069795280694962, + 0.08203450590372086, + 0.1631687730550766, + 0.06510936468839645, + 0.0822424665093422, + 0.05484108626842499, + 0.052817266434431076, + 0.0349896177649498 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008641940541565418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043466180795803666 + ], + "opposite_logprob_tokens": [ + -7.750434875488281 + ], + "logprob_reward": -0.00043466180795803666, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043466180795803666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1554390788078308, + 0.10002738237380981, + 0.16744881868362427, + 0.10146360099315643, + 0.09177722781896591, + 0.07680272310972214, + 0.12210870534181595, + 0.0714651569724083, + 0.08336379379034042, + 0.030103443190455437 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00043466180795803666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, top-down, bird's-eye view immerses the viewer in a classic pixel art world, its visuals reminiscent of the tense atmosphere of a vintage video game. At the center of the frame, a simple, square life raft, constructed from bright orange blocks, struggles amidst a vast ocean of dark blue pixels. Massive waves, procedurally composed of alternating dark navy and slightly lighter cyan blocks, create a dynamic sense of depth, their crests dotted with striking foam composed of pure white pixels. Rather than a smooth, fluid motion, the life raft is violently tossed up and down in this digital turmoil, jerking and jerking with each wave, pushed to the corners of the frame and pulled back toward the center. The scene utilizes a flat, shadowless lighting scheme and a limited, saturated color palette. The strong color contrast and blocky dynamics create a tense atmosphere of isolation and life-or-death struggle, perfectly recreating the unique aesthetic and pressure of survival games from the 8-bit era.", + "seed": 16662, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_801_seed_16662_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01356895871576853, + "vlm_logprob": -0.01356895871576853, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.01356895871576853, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03169924020767212 + ], + "opposite_logprob_tokens": [ + -3.5316991806030273 + ], + "logprob_reward": -0.03169924020767212, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03169924020767212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3420875370502472, + 0.05186028406023979, + 0.08889390528202057, + 0.12989729642868042, + 0.028928060084581375, + 0.09539428353309631, + 0.09095076471567154, + 0.04304122552275658, + 0.0666409432888031, + 0.06230568513274193 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.03169924020767212 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.431144654750824, + 0.14594778418540955, + 0.12312156707048416, + 0.03621532768011093, + 0.034905437380075455, + 0.08426009863615036, + 0.08238153159618378, + 0.0159700196236372, + 0.0247501153498888, + 0.021303502842783928 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092176910489798 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092176910489798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092176910489798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6125363707542419, + 0.03336962312459946, + 0.05431129410862923, + 0.06486816704273224, + 0.053690873086452484, + 0.07825810462236404, + 0.029468465596437454, + 0.02448178268969059, + 0.007309837732464075, + 0.04170547053217888 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.004092176910489798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2259444147348404, + 0.04913979023694992, + 0.05458379164338112, + 0.30845776200294495, + 0.03682218864560127, + 0.17872336506843567, + 0.04038725048303604, + 0.06443493068218231, + 0.008162809535861015, + 0.03334370627999306 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038378025055862963 + ], + "opposite_logprob_tokens": [ + -7.8753838539123535 + ], + "logprob_reward": -0.00038378025055862963, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038378025055862963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3932539224624634, + 0.07331276684999466, + 0.19502444565296173, + 0.09168589860200882, + 0.037561848759651184, + 0.029669323936104774, + 0.05020902305841446, + 0.03578861057758331, + 0.03943571075797081, + 0.05405840650200844 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.00038378025055862963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, top-down, bird's-eye view immerses the viewer in a classic pixel art world, its visuals reminiscent of the tense atmosphere of a vintage video game. At the center of the frame, a simple, square life raft, constructed from bright orange blocks, struggles amidst a vast ocean of dark blue pixels. Massive waves, procedurally composed of alternating dark navy and slightly lighter cyan blocks, create a dynamic sense of depth, their crests dotted with striking foam composed of pure white pixels. Rather than a smooth, fluid motion, the life raft is violently tossed up and down in this digital turmoil, jerking and jerking with each wave, pushed to the corners of the frame and pulled back toward the center. The scene utilizes a flat, shadowless lighting scheme and a limited, saturated color palette. The strong color contrast and blocky dynamics create a tense atmosphere of isolation and life-or-death struggle, perfectly recreating the unique aesthetic and pressure of survival games from the 8-bit era.", + "seed": 16663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_801_seed_16663_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016932881064713003, + "vlm_logprob": -0.016932881064713003, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.016932881064713003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05804334208369255 + ], + "opposite_logprob_tokens": [ + -2.9330432415008545 + ], + "logprob_reward": -0.05804334208369255, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05804334208369255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2095702588558197, + 0.14027521014213562, + 0.0323944054543972, + 0.01801288314163685, + 0.016278406605124474, + 0.2556503415107727, + 0.029227878898382187, + 0.21718505024909973, + 0.051584601402282715, + 0.02982098050415516 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.05804334208369255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032021934166550636 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.0032021934166550636, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032021934166550636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18978600203990936, + 0.24998687207698822, + 0.04388581961393356, + 0.08586598932743073, + 0.07183733582496643, + 0.15503348410129547, + 0.0574672594666481, + 0.09870360046625137, + 0.018158655613660812, + 0.02927505597472191 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0032021934166550636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219818577170372 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.00219818577170372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219818577170372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14193670451641083, + 0.08853206038475037, + 0.0785282775759697, + 0.1234574168920517, + 0.038447607308626175, + 0.19558581709861755, + 0.042455028742551804, + 0.16216343641281128, + 0.013119216077029705, + 0.11577443033456802 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.00219818577170372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09165395796298981, + 0.16070815920829773, + 0.11283573508262634, + 0.021137552335858345, + 0.019165487959980965, + 0.23061153292655945, + 0.015074693597853184, + 0.24826711416244507, + 0.03084636852145195, + 0.06969936192035675 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006312523037195206 + ], + "opposite_logprob_tokens": [ + -7.375631332397461 + ], + "logprob_reward": -0.0006312523037195206, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006312523037195206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17835170030593872, + 0.11840087920427322, + 0.1430426985025406, + 0.04975119233131409, + 0.05729258060455322, + 0.06395938247442245, + 0.037683963775634766, + 0.1184193566441536, + 0.04790680855512619, + 0.18519143760204315 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0006312523037195206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, top-down, bird's-eye view immerses the viewer in a classic pixel art world, its visuals reminiscent of the tense atmosphere of a vintage video game. At the center of the frame, a simple, square life raft, constructed from bright orange blocks, struggles amidst a vast ocean of dark blue pixels. Massive waves, procedurally composed of alternating dark navy and slightly lighter cyan blocks, create a dynamic sense of depth, their crests dotted with striking foam composed of pure white pixels. Rather than a smooth, fluid motion, the life raft is violently tossed up and down in this digital turmoil, jerking and jerking with each wave, pushed to the corners of the frame and pulled back toward the center. The scene utilizes a flat, shadowless lighting scheme and a limited, saturated color palette. The strong color contrast and blocky dynamics create a tense atmosphere of isolation and life-or-death struggle, perfectly recreating the unique aesthetic and pressure of survival games from the 8-bit era.", + "seed": 16664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_15/index_801_seed_16664_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012654985609697179, + "vlm_logprob": -0.012654985609697179, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.012654985609697179, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011445810087025166 + ], + "opposite_logprob_tokens": [ + -4.761445999145508 + ], + "logprob_reward": -0.011445810087025166, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011445810087025166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0529731921851635, + 0.013663306832313538, + 0.01294343825429678, + 0.01458163745701313, + 0.010813640430569649, + 0.0025849344674497843, + 0.8702853322029114, + 0.010110943578183651, + 0.004379020072519779, + 0.007664560806006193 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.011445810087025166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648474045097828 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648474045097828, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648474045097828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043717872351408005, + 0.03302683308720589, + 0.030237041413784027, + 0.010168521665036678, + 0.012742020189762115, + 0.0072597176767885685, + 0.8100383877754211, + 0.029308538883924484, + 0.005838118959218264, + 0.017662983387708664 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.004648474045097828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641231805086136 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641231805086136, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641231805086136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17217977344989777, + 0.02891470491886139, + 0.05408548563718796, + 0.02274654060602188, + 0.010153674520552158, + 0.04776264354586601, + 0.5900344252586365, + 0.03501206636428833, + 0.014010554179549217, + 0.025100117549300194 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.008641231805086136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104988634586334 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.038104988634586334, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104988634586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02031606435775757, + 0.018583139404654503, + 0.02493719384074211, + 0.005259627941995859, + 0.004939291160553694, + 0.003020727075636387, + 0.9097632169723511, + 0.004345518071204424, + 0.0018167452653869987, + 0.0070185307413339615 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.038104988634586334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a square life raft constructed from bright orange blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the waves composed of alternating dark navy and cyan blocks with white pixel foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the life raft moving with a jerking up-and-down motion rather than smooth fluid motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene use a flat, shadowless lighting scheme with a limited saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043442347669042647 + ], + "opposite_logprob_tokens": [ + -7.750434398651123 + ], + "logprob_reward": -0.00043442347669042647, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043442347669042647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06680682301521301, + 0.023481693118810654, + 0.01863020472228527, + 0.013117118738591671, + 0.012945186346769333, + 0.011192402802407742, + 0.8004697561264038, + 0.016091905534267426, + 0.008372877724468708, + 0.02889201045036316 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.00043442347669042647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_tensor([3596, 3596])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_tensor([3596, 3596])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f502dbf4e395d5aff9e6619429467583214eb541 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_tensor([3596, 3596])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly zooming in, slightly overhead, medium shot focuses on a warm, round wooden table where three young friends sit intimately around a steaming hot pot. In the center, a vibrant red oil-based broth simmers vigorously, bubbling with dried chilies and Sichuan peppercorns. A milky, clear broth in the other half gently steams. Rich, white steam rises under the warm yellow light of a chandelier, creating a soft halo. A woman with long, curly brown hair and wearing a loose, off-white knit sweater, her face a healthy, steamy flush, smiles cheerfully. Across from her, a man wearing black-framed glasses and a dark blue hoodie gestures and excitedly talks, drawing laughter from his friends. As the camera slowly approaches, a woman carefully picks up a crisp, red and white marbled beef roll with a pair of long wooden chopsticks and steadily and calmly dips it into the boiling red oil. The moment the meat touches the broth, a string of fine bubbles rises around it, and the color of the fresh meat quickly darkens. The table is laden with a variety of fresh ingredients—emerald green vegetables, tender white tofu, and exquisitely presented meats. The entire scene is filled with the laughter of friends gathering together and the warm and cozy atmosphere of life, creating an atmosphere of supreme comfort and intimacy.", + "seed": 23274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_3596_seed_23274_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024803547700867058, + "vlm_logprob": -0.024803547700867058, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.024803547700867058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023771753534674644 + ], + "opposite_logprob_tokens": [ + -3.8987717628479004 + ], + "logprob_reward": -0.023771753534674644, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023771753534674644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08667240291833878, + 0.04641122743487358, + 0.05431931093335152, + 0.06138301640748978, + 0.2679080367088318, + 0.035405129194259644, + 0.03181235492229462, + 0.27799272537231445, + 0.0358901172876358, + 0.10220565646886826 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.023771753534674644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036239444743841887 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.0036239444743841887, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036239444743841887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08800447732210159, + 0.043118469417095184, + 0.04973389953374863, + 0.12896043062210083, + 0.22286684811115265, + 0.02439309097826481, + 0.033472370356321335, + 0.3117753267288208, + 0.0376659631729126, + 0.06000911816954613 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.0036239444743841887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979288250207901 + ], + "opposite_logprob_tokens": [ + -3.5297927856445312 + ], + "logprob_reward": -0.02979288250207901, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979288250207901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24826806783676147, + 0.14248989522457123, + 0.1418503373861313, + 0.1756354421377182, + 0.07836209237575531, + 0.04262679070234299, + 0.04941656067967415, + 0.046726975589990616, + 0.0286323931068182, + 0.045991450548172 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02979288250207901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180398270487785 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180398270487785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180398270487785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08106939494609833, + 0.06220659241080284, + 0.06052813306450844, + 0.045383598655462265, + 0.3600691854953766, + 0.048518721014261246, + 0.06681093573570251, + 0.04306809976696968, + 0.1948249489068985, + 0.03752041980624199 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.018180398270487785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048648759722709656 + ], + "opposite_logprob_tokens": [ + -3.0486488342285156 + ], + "logprob_reward": -0.048648759722709656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048648759722709656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1226767972111702, + 0.06522159278392792, + 0.10527113825082779, + 0.13754509389400482, + 0.27788791060447693, + 0.06356801092624664, + 0.023346077650785446, + 0.11812707781791687, + 0.025919385254383087, + 0.060436807572841644 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.048648759722709656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming in, slightly overhead, medium shot focuses on a warm, round wooden table where three young friends sit intimately around a steaming hot pot. In the center, a vibrant red oil-based broth simmers vigorously, bubbling with dried chilies and Sichuan peppercorns. A milky, clear broth in the other half gently steams. Rich, white steam rises under the warm yellow light of a chandelier, creating a soft halo. A woman with long, curly brown hair and wearing a loose, off-white knit sweater, her face a healthy, steamy flush, smiles cheerfully. Across from her, a man wearing black-framed glasses and a dark blue hoodie gestures and excitedly talks, drawing laughter from his friends. As the camera slowly approaches, a woman carefully picks up a crisp, red and white marbled beef roll with a pair of long wooden chopsticks and steadily and calmly dips it into the boiling red oil. The moment the meat touches the broth, a string of fine bubbles rises around it, and the color of the fresh meat quickly darkens. The table is laden with a variety of fresh ingredients—emerald green vegetables, tender white tofu, and exquisitely presented meats. The entire scene is filled with the laughter of friends gathering together and the warm and cozy atmosphere of life, creating an atmosphere of supreme comfort and intimacy.", + "seed": 23275, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_3596_seed_23275_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018995246011763812, + "vlm_logprob": -0.018995246011763812, + "vlm_yes_no_margin": 4.274999952316284, + "vlm_token_credit": -0.018995246011763812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019709808751940727 + ], + "opposite_logprob_tokens": [ + -4.019709587097168 + ], + "logprob_reward": -0.019709808751940727, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019709808751940727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3128468990325928, + 0.25261059403419495, + 0.08457332849502563, + 0.05101407691836357, + 0.08682048320770264, + 0.036953672766685486, + 0.08839906752109528, + 0.03824027627706528, + 0.02386678382754326, + 0.024674763903021812 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.019709808751940727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410511763766408 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.00410511763766408, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410511763766408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19198210537433624, + 0.2643040716648102, + 0.1579829454421997, + 0.030162835493683815, + 0.06846868991851807, + 0.026995280757546425, + 0.06171097606420517, + 0.017402244731783867, + 0.03146761283278465, + 0.14952325820922852 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.00410511763766408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809202089905739 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809202089905739, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809202089905739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32215219736099243, + 0.2845293879508972, + 0.114064060151577, + 0.024592621251940727, + 0.031143439933657646, + 0.07418573647737503, + 0.06406499445438385, + 0.022309400141239166, + 0.02992965094745159, + 0.03302843123674393 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03809202089905739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731215864419937 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731215864419937, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731215864419937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09143850952386856, + 0.10517944395542145, + 0.1347702294588089, + 0.02305002510547638, + 0.1396278440952301, + 0.07996667921543121, + 0.12480060756206512, + 0.03666866198182106, + 0.1750674992799759, + 0.08943044394254684 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.006731215864419937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338066905736923 + ], + "opposite_logprob_tokens": [ + -3.6513381004333496 + ], + "logprob_reward": -0.026338066905736923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338066905736923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5890476703643799, + 0.052744850516319275, + 0.20827877521514893, + 0.02877175249159336, + 0.051460620015859604, + 0.019144954159855843, + 0.009472258388996124, + 0.00796072743833065, + 0.014214425347745419, + 0.018903907388448715 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026338066905736923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming in, slightly overhead, medium shot focuses on a warm, round wooden table where three young friends sit intimately around a steaming hot pot. In the center, a vibrant red oil-based broth simmers vigorously, bubbling with dried chilies and Sichuan peppercorns. A milky, clear broth in the other half gently steams. Rich, white steam rises under the warm yellow light of a chandelier, creating a soft halo. A woman with long, curly brown hair and wearing a loose, off-white knit sweater, her face a healthy, steamy flush, smiles cheerfully. Across from her, a man wearing black-framed glasses and a dark blue hoodie gestures and excitedly talks, drawing laughter from his friends. As the camera slowly approaches, a woman carefully picks up a crisp, red and white marbled beef roll with a pair of long wooden chopsticks and steadily and calmly dips it into the boiling red oil. The moment the meat touches the broth, a string of fine bubbles rises around it, and the color of the fresh meat quickly darkens. The table is laden with a variety of fresh ingredients—emerald green vegetables, tender white tofu, and exquisitely presented meats. The entire scene is filled with the laughter of friends gathering together and the warm and cozy atmosphere of life, creating an atmosphere of supreme comfort and intimacy.", + "seed": 23276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_3596_seed_23276_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02411074545234442, + "vlm_logprob": -0.02411074545234442, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02411074545234442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02414454147219658 + ], + "opposite_logprob_tokens": [ + -4.024144649505615 + ], + "logprob_reward": -0.02414454147219658, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02414454147219658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2673514783382416, + 0.05315012112259865, + 0.039629433304071426, + 0.032314736396074295, + 0.036319293081760406, + 0.07796642184257507, + 0.037757374346256256, + 0.0937727764248848, + 0.27588388323783875, + 0.08585444837808609 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.02414454147219658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798642247915268 + ], + "opposite_logprob_tokens": [ + -4.634798526763916 + ], + "logprob_reward": -0.009798642247915268, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798642247915268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11329828947782516, + 0.10495254397392273, + 0.06348886340856552, + 0.0423247367143631, + 0.024775516241788864, + 0.11178816854953766, + 0.05292028561234474, + 0.051962606608867645, + 0.273894339799881, + 0.16059459745883942 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009798642247915268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6419644355773926, + 0.09361571818590164, + 0.02541011944413185, + 0.016185060143470764, + 0.00938795879483223, + 0.016143163666129112, + 0.015234801918268204, + 0.023604730144143105, + 0.1263309270143509, + 0.032123055309057236 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.020579388365149498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071440763771534 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071440763771534, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071440763771534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14404138922691345, + 0.05599803104996681, + 0.03141860291361809, + 0.06444231420755386, + 0.04088282585144043, + 0.21164987981319427, + 0.16792798042297363, + 0.06571837514638901, + 0.15912246704101562, + 0.05879812315106392 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.011071440763771534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495971441268921 + ], + "opposite_logprob_tokens": [ + -2.929959774017334 + ], + "logprob_reward": -0.05495971441268921, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495971441268921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38224610686302185, + 0.05403769016265869, + 0.02928030490875244, + 0.060414642095565796, + 0.028583234176039696, + 0.08212970942258835, + 0.05166869983077049, + 0.08749834448099136, + 0.14310699701309204, + 0.08103432506322861 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.05495971441268921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming in, slightly overhead, medium shot focuses on a warm, round wooden table where three young friends sit intimately around a steaming hot pot. In the center, a vibrant red oil-based broth simmers vigorously, bubbling with dried chilies and Sichuan peppercorns. A milky, clear broth in the other half gently steams. Rich, white steam rises under the warm yellow light of a chandelier, creating a soft halo. A woman with long, curly brown hair and wearing a loose, off-white knit sweater, her face a healthy, steamy flush, smiles cheerfully. Across from her, a man wearing black-framed glasses and a dark blue hoodie gestures and excitedly talks, drawing laughter from his friends. As the camera slowly approaches, a woman carefully picks up a crisp, red and white marbled beef roll with a pair of long wooden chopsticks and steadily and calmly dips it into the boiling red oil. The moment the meat touches the broth, a string of fine bubbles rises around it, and the color of the fresh meat quickly darkens. The table is laden with a variety of fresh ingredients—emerald green vegetables, tender white tofu, and exquisitely presented meats. The entire scene is filled with the laughter of friends gathering together and the warm and cozy atmosphere of life, creating an atmosphere of supreme comfort and intimacy.", + "seed": 23277, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_2/index_3596_seed_23277_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025294829159975052, + "vlm_logprob": -0.025294829159975052, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.025294829159975052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028537683188915253 + ], + "opposite_logprob_tokens": [ + -3.7785377502441406 + ], + "logprob_reward": -0.028537683188915253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.028537683188915253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10528459399938583, + 0.09533463418483734, + 0.0834495946764946, + 0.10186336189508438, + 0.07489299774169922, + 0.13601987063884735, + 0.05603299289941788, + 0.1680300384759903, + 0.0736103430390358, + 0.10548161715269089 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.028537683188915253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028343526646494865 + ], + "opposite_logprob_tokens": [ + -5.877834320068359 + ], + "logprob_reward": -0.0028343526646494865, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028343526646494865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11884744465351105, + 0.06490621715784073, + 0.03932907432317734, + 0.05683796852827072, + 0.16868075728416443, + 0.04803396016359329, + 0.0253352802246809, + 0.05744524672627449, + 0.03683239966630936, + 0.38375160098075867 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0028343526646494865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1553865224123001, + 0.12298978865146637, + 0.07126804441213608, + 0.07310742139816284, + 0.22214815020561218, + 0.14865823090076447, + 0.023542389273643494, + 0.028976798057556152, + 0.06125567480921745, + 0.09266697615385056 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.012537590228021145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535588815808296 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535588815808296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535588815808296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492350697517395, + 0.06359661370515823, + 0.03974926844239235, + 0.20728197693824768, + 0.17316974699497223, + 0.10670558363199234, + 0.030150996521115303, + 0.08488769829273224, + 0.04375850781798363, + 0.13577605783939362 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.012535588815808296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that slowly zooms in from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a warm, round wooden table with a steaming hot pot containing a vibrant red broth with chilies and peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are three young friends visible sitting around the table, including a woman with long curly brown hair in an off-white sweater and a man in a dark blue hoodie with black-framed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a woman use long wooden chopsticks to dip a red and white marbled beef roll into the boiling broth, causing bubbles to rise and the meat to darken?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm yellow light from a chandelier, creating a soft halo of steam and a cozy atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002893090248108 + ], + "opposite_logprob_tokens": [ + -2.6950290203094482 + ], + "logprob_reward": -0.07002893090248108, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002893090248108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11976936459541321, + 0.052173830568790436, + 0.05070720613002777, + 0.03237767145037651, + 0.4993896782398224, + 0.029134199023246765, + 0.02781478501856327, + 0.11934638023376465, + 0.02335948683321476, + 0.04592744633555412 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.07002893090248108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_tensor([3187, 3187])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_tensor([3187, 3187])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7700e95b9cafb7388aff9b3f51817596404f0595 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_tensor([3187, 3187])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle lens creates a tranquil scene, capturing a picturesque barn painted a warm, classic red hue, its weathered wood panels revealing deep grain, the paint gently fading. The barn sits perfectly amidst lush, rolling meadows, vibrant with life and swaying gently in the breeze. Soft, golden sunlight filters through large, fluffy white clouds floating above a pale blue sky, casting a gentle glow on the weathered timbers and creating long, soft shadows across the field. Vibrant wildflowers in purple, yellow, and white dot the meadow, adding a touch of natural color. A rustic split-section wood fence, its wood aged to a silvery gray, lines the perimeter of the property, its form creating a leading line that draws the viewer's eye to the distant, hazy treeline on the horizon. The entire scene is imbued with a tranquil and idyllic atmosphere, capturing the serene, timeless essence of rural beauty.", + "seed": 3086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_3187_seed_3086_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04174823369830847, + "vlm_logprob": -0.04174823369830847, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04174823369830847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005555309820920229 + ], + "opposite_logprob_tokens": [ + -5.255555152893066 + ], + "logprob_reward": -0.005555309820920229, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005555309820920229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10417456179857254, + 0.06312340497970581, + 0.07774274796247482, + 0.09412180632352829, + 0.053219981491565704, + 0.08104357123374939, + 0.0637044832110405, + 0.2579379677772522, + 0.10004482418298721, + 0.10488662868738174 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.005555309820920229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635362558066845 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.02635362558066845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635362558066845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11779280006885529, + 0.05596521496772766, + 0.09250319749116898, + 0.19648465514183044, + 0.0672515481710434, + 0.04429187998175621, + 0.06671945005655289, + 0.20055915415287018, + 0.12556849420070648, + 0.03286357596516609 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.02635362558066845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06959546357393265, + 0.08733029663562775, + 0.10456078499555588, + 0.08707103133201599, + 0.10401245951652527, + 0.2079586386680603, + 0.03849543631076813, + 0.12929493188858032, + 0.08510550856590271, + 0.08657543361186981 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.006732518319040537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773144498467445 + ], + "opposite_logprob_tokens": [ + -4.634773254394531 + ], + "logprob_reward": -0.009773144498467445, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773144498467445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07863196730613708, + 0.3994075357913971, + 0.07879022508859634, + 0.17190027236938477, + 0.03333304822444916, + 0.03145504370331764, + 0.04124873876571655, + 0.05743703618645668, + 0.06993758678436279, + 0.037858493626117706 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.009773144498467445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032657027244568 + ], + "opposite_logprob_tokens": [ + -1.910326600074768 + ], + "logprob_reward": -0.16032657027244568, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032657027244568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147981733083725, + 0.06361852586269379, + 0.09463337063789368, + 0.29285314679145813, + 0.05497320741415024, + 0.05297352373600006, + 0.05238798260688782, + 0.1004890501499176, + 0.022220784798264503, + 0.15105223655700684 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.16032657027244568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle lens creates a tranquil scene, capturing a picturesque barn painted a warm, classic red hue, its weathered wood panels revealing deep grain, the paint gently fading. The barn sits perfectly amidst lush, rolling meadows, vibrant with life and swaying gently in the breeze. Soft, golden sunlight filters through large, fluffy white clouds floating above a pale blue sky, casting a gentle glow on the weathered timbers and creating long, soft shadows across the field. Vibrant wildflowers in purple, yellow, and white dot the meadow, adding a touch of natural color. A rustic split-section wood fence, its wood aged to a silvery gray, lines the perimeter of the property, its form creating a leading line that draws the viewer's eye to the distant, hazy treeline on the horizon. The entire scene is imbued with a tranquil and idyllic atmosphere, capturing the serene, timeless essence of rural beauty.", + "seed": 3087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_3187_seed_3087_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05736219706013799, + "vlm_logprob": -0.05736219706013799, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.05736219706013799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029998086392879486 + ], + "opposite_logprob_tokens": [ + -5.877999782562256 + ], + "logprob_reward": -0.0029998086392879486, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0029998086392879486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13250117003917694, + 0.0829811841249466, + 0.057856738567352295, + 0.29463905096054077, + 0.11052341014146805, + 0.04549091309309006, + 0.06796083599328995, + 0.04573700949549675, + 0.11305880546569824, + 0.04925089702010155 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0029998086392879486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14521051943302155, + 0.08921381831169128, + 0.08775544166564941, + 0.181954488158226, + 0.06123901531100273, + 0.03596580773591995, + 0.059080980718135834, + 0.10625477135181427, + 0.09152964502573013, + 0.14179553091526031 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.01607259176671505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066960170865059 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066960170865059, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066960170865059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031030964106321335, + 0.03922164812684059, + 0.030166173353791237, + 0.19152694940567017, + 0.08446605503559113, + 0.12188149988651276, + 0.017488667741417885, + 0.02394849807024002, + 0.07747002691030502, + 0.38279950618743896 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.011066960170865059 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631387535482645 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.004631387535482645, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631387535482645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05128180608153343, + 0.051652949303388596, + 0.047861017286777496, + 0.33745306730270386, + 0.03314049169421196, + 0.02686893939971924, + 0.09408356249332428, + 0.058435142040252686, + 0.11052898317575455, + 0.18869398534297943 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.004631387535482645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204023718833923 + ], + "opposite_logprob_tokens": [ + -1.5020402669906616 + ], + "logprob_reward": -0.25204023718833923, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204023718833923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05294729396700859, + 0.056131310760974884, + 0.07918336987495422, + 0.49045267701148987, + 0.09391102194786072, + 0.025292828679084778, + 0.03158699348568916, + 0.015599039383232594, + 0.08685929328203201, + 0.06803621351718903 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.25204023718833923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle lens creates a tranquil scene, capturing a picturesque barn painted a warm, classic red hue, its weathered wood panels revealing deep grain, the paint gently fading. The barn sits perfectly amidst lush, rolling meadows, vibrant with life and swaying gently in the breeze. Soft, golden sunlight filters through large, fluffy white clouds floating above a pale blue sky, casting a gentle glow on the weathered timbers and creating long, soft shadows across the field. Vibrant wildflowers in purple, yellow, and white dot the meadow, adding a touch of natural color. A rustic split-section wood fence, its wood aged to a silvery gray, lines the perimeter of the property, its form creating a leading line that draws the viewer's eye to the distant, hazy treeline on the horizon. The entire scene is imbued with a tranquil and idyllic atmosphere, capturing the serene, timeless essence of rural beauty.", + "seed": 3088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_3187_seed_3088_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03060173774138093, + "vlm_logprob": -0.03060173774138093, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03060173774138093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006159608252346516 + ], + "opposite_logprob_tokens": [ + -5.131159782409668 + ], + "logprob_reward": -0.006159608252346516, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006159608252346516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20974911749362946, + 0.10006117820739746, + 0.05320494621992111, + 0.030681591480970383, + 0.0780501589179039, + 0.09595192968845367, + 0.0869884341955185, + 0.07968275249004364, + 0.21490813791751862, + 0.05072173848748207 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006159608252346516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866601899266243 + ], + "opposite_logprob_tokens": [ + -3.048666000366211 + ], + "logprob_reward": -0.04866601899266243, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866601899266243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4084840416908264, + 0.19638881087303162, + 0.06968194246292114, + 0.03503160923719406, + 0.0733335092663765, + 0.05435037612915039, + 0.040180280804634094, + 0.05062095448374748, + 0.021963737905025482, + 0.04996471107006073 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04866601899266243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573314279317856 + ], + "opposite_logprob_tokens": [ + -3.895573377609253 + ], + "logprob_reward": -0.020573314279317856, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573314279317856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1910649687051773, + 0.29196855425834656, + 0.05281490087509155, + 0.03731698915362358, + 0.11055056750774384, + 0.04094710201025009, + 0.04487058147788048, + 0.14606687426567078, + 0.027041301131248474, + 0.05735819786787033 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.020573314279317856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076214964501559734 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.0076214964501559734, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076214964501559734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27536430954933167, + 0.09953392297029495, + 0.10146670043468475, + 0.06619076430797577, + 0.08106227964162827, + 0.15917128324508667, + 0.08577261865139008, + 0.06552547961473465, + 0.021578095853328705, + 0.04433446750044823 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0076214964501559734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998825073242188 + ], + "opposite_logprob_tokens": [ + -2.694988250732422 + ], + "logprob_reward": -0.06998825073242188, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998825073242188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3667820692062378, + 0.08186964690685272, + 0.05587640777230263, + 0.04247875139117241, + 0.03787722438573837, + 0.12413856387138367, + 0.07957976311445236, + 0.061299294233322144, + 0.07381007075309753, + 0.07628826797008514 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06998825073242188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle lens creates a tranquil scene, capturing a picturesque barn painted a warm, classic red hue, its weathered wood panels revealing deep grain, the paint gently fading. The barn sits perfectly amidst lush, rolling meadows, vibrant with life and swaying gently in the breeze. Soft, golden sunlight filters through large, fluffy white clouds floating above a pale blue sky, casting a gentle glow on the weathered timbers and creating long, soft shadows across the field. Vibrant wildflowers in purple, yellow, and white dot the meadow, adding a touch of natural color. A rustic split-section wood fence, its wood aged to a silvery gray, lines the perimeter of the property, its form creating a leading line that draws the viewer's eye to the distant, hazy treeline on the horizon. The entire scene is imbued with a tranquil and idyllic atmosphere, capturing the serene, timeless essence of rural beauty.", + "seed": 3089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_3/index_3187_seed_3089_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09447098537348211, + "vlm_logprob": -0.09447098537348211, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.09447098537348211, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038807096425443888 + ], + "opposite_logprob_tokens": [ + -5.628880500793457 + ], + "logprob_reward": -0.0038807096425443888, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0038807096425443888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06362437456846237, + 0.05341889709234238, + 0.2347019612789154, + 0.08040584623813629, + 0.10033693164587021, + 0.04349885508418083, + 0.1113562136888504, + 0.06721840798854828, + 0.13416323065757751, + 0.11127524822950363 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.0038807096425443888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352116838097572 + ], + "opposite_logprob_tokens": [ + -3.6513521671295166 + ], + "logprob_reward": -0.026352116838097572, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352116838097572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10741235315799713, + 0.06857465952634811, + 0.3105117082595825, + 0.08778713643550873, + 0.09958989173173904, + 0.04148144647479057, + 0.08552288264036179, + 0.06773190200328827, + 0.07883863896131516, + 0.05254931002855301 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.026352116838097572 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635086007416248 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635086007416248, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635086007416248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021616676822304726, + 0.020532092079520226, + 0.12508605420589447, + 0.016502734273672104, + 0.02336760237812996, + 0.04959292709827423, + 0.22455714643001556, + 0.21839366853237152, + 0.2665466070175171, + 0.033804550766944885 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.008635086007416248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631625022739172 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.004631625022739172, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631625022739172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17716951668262482, + 0.189858540892601, + 0.17842112481594086, + 0.026733946055173874, + 0.027644535526633263, + 0.1304008811712265, + 0.10224688053131104, + 0.06397836655378342, + 0.05292928218841553, + 0.050616923719644547 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.004631625022739172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a barn painted a warm, classic red hue with weathered wood panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the barn situated in lush, rolling meadows containing vibrant wildflowers in purple, yellow, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic split-section wood fence aged to a silvery gray visible lining the property perimeter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft, golden sunlight filtering through large, fluffy white clouds in a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42885538935661316 + ], + "opposite_logprob_tokens": [ + -1.0538554191589355 + ], + "logprob_reward": -0.42885538935661316, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42885538935661316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057620298117399216, + 0.06311733275651932, + 0.36598050594329834, + 0.024651478976011276, + 0.06679563224315643, + 0.051575176417827606, + 0.08962918072938919, + 0.028212184086441994, + 0.1284511834383011, + 0.12396702915430069 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.42885538935661316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_tensor([1493, 1493])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_tensor([1493, 1493])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4823c86c9b6bb823a1c2ddf695e84fe22f8b5a5f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_tensor([1493, 1493])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, extreme slow-motion shot, shot from a low, upward angle, focuses on a Ka-52 Alligator helicopter, hovering silently in the gloomy night sky. Below it looms a Gothic city shrouded in darkness, its silhouettes of countless steepled churches and sinister gargoyles looming in the thin moonlight. The helicopter's gunmetal hull is studded with sharp rivets, intricate panel lines, and angular weapon pylons. Its signature contra-rotating rotors remain frozen in the air, reflecting the faint, cold glow of the city below. Suddenly, an invisible, destructive force erupts from its core. Rather than a violent explosion, the helicopter's fuselage is gracefully yet brutally ripped apart in an eerie silence. The metal skin slowly tears, twists, and peels away like paper, revealing the complex mechanical skeleton beneath. Electrical wires drift helplessly like severed nerves, hydraulic lines emit tiny droplets of oil that solidify in slow motion, and delicate structural beams bend and break inch by inch, as if fragile bones are crumbling under irresistible pressure. Countless tiny metal fragments and screws float in the air, and each internal short circuit releases a brief, bright spark, momentarily illuminating the disintegrating mechanical wonder. The entire scene, rendered in cold tones, presents a surreal aesthetic of technological destruction, imbued with apocalyptic grandeur and tranquility.", + "seed": 5511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_1493_seed_5511_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04623365662992, + "vlm_logprob": -0.04623365662992, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.04623365662992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15081188082695007 + ], + "opposite_logprob_tokens": [ + -2.0258119106292725 + ], + "logprob_reward": -0.15081188082695007, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15081188082695007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1595367044210434, + 0.10246459394693375, + 0.11767472326755524, + 0.16773971915245056, + 0.05776460841298103, + 0.03745660558342934, + 0.08434312790632248, + 0.1135360598564148, + 0.07445468753576279, + 0.08502915501594543 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.15081188082695007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868464171886444 + ], + "opposite_logprob_tokens": [ + -3.048684597015381 + ], + "logprob_reward": -0.04868464171886444, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868464171886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11490865051746368, + 0.09596340358257294, + 0.06192386522889137, + 0.05600583553314209, + 0.04298999905586243, + 0.03751586005091667, + 0.1341397911310196, + 0.3232828378677368, + 0.07099276036024094, + 0.062277063727378845 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.04868464171886444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361869648098946 + ], + "opposite_logprob_tokens": [ + -3.6513619422912598 + ], + "logprob_reward": -0.026361869648098946, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361869648098946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21862444281578064, + 0.11588601022958755, + 0.049595318734645844, + 0.16543984413146973, + 0.0433170422911644, + 0.03865192085504532, + 0.06792864203453064, + 0.15756845474243164, + 0.05965832620859146, + 0.08333007246255875 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.026361869648098946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491348423063755 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491348423063755, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491348423063755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16533800959587097, + 0.06248624622821808, + 0.0582888238132, + 0.06298379600048065, + 0.11048256605863571, + 0.09372813999652863, + 0.08731793612241745, + 0.13062210381031036, + 0.13948263227939606, + 0.0892697349190712 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.002491348423063755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818542532622814 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818542532622814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818542532622814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17560768127441406, + 0.038596488535404205, + 0.11958178877830505, + 0.09761049598455429, + 0.04449349641799927, + 0.051085520535707474, + 0.12387306988239288, + 0.11378432810306549, + 0.07779190689325333, + 0.15757523477077484 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.002818542532622814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, extreme slow-motion shot, shot from a low, upward angle, focuses on a Ka-52 Alligator helicopter, hovering silently in the gloomy night sky. Below it looms a Gothic city shrouded in darkness, its silhouettes of countless steepled churches and sinister gargoyles looming in the thin moonlight. The helicopter's gunmetal hull is studded with sharp rivets, intricate panel lines, and angular weapon pylons. Its signature contra-rotating rotors remain frozen in the air, reflecting the faint, cold glow of the city below. Suddenly, an invisible, destructive force erupts from its core. Rather than a violent explosion, the helicopter's fuselage is gracefully yet brutally ripped apart in an eerie silence. The metal skin slowly tears, twists, and peels away like paper, revealing the complex mechanical skeleton beneath. Electrical wires drift helplessly like severed nerves, hydraulic lines emit tiny droplets of oil that solidify in slow motion, and delicate structural beams bend and break inch by inch, as if fragile bones are crumbling under irresistible pressure. Countless tiny metal fragments and screws float in the air, and each internal short circuit releases a brief, bright spark, momentarily illuminating the disintegrating mechanical wonder. The entire scene, rendered in cold tones, presents a surreal aesthetic of technological destruction, imbued with apocalyptic grandeur and tranquility.", + "seed": 5512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_1493_seed_5512_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0773889817064628, + "vlm_logprob": -0.0773889817064628, + "vlm_yes_no_margin": 3.649999976158142, + "vlm_token_credit": -0.0773889817064628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2101697027683258 + ], + "opposite_logprob_tokens": [ + -1.7101696729660034 + ], + "logprob_reward": -0.2101697027683258, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2101697027683258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18521146476268768, + 0.061854880303144455, + 0.049103349447250366, + 0.06389394402503967, + 0.12225301563739777, + 0.038443028926849365, + 0.08885312080383301, + 0.08501889556646347, + 0.09105906635522842, + 0.21430926024913788 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.2101697027683258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310016706585884 + ], + "opposite_logprob_tokens": [ + -3.168100118637085 + ], + "logprob_reward": -0.04310016706585884, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310016706585884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18795934319496155, + 0.08180127292871475, + 0.09005840122699738, + 0.10034169256687164, + 0.07340122759342194, + 0.13861380517482758, + 0.043166447430849075, + 0.106809101998806, + 0.12443126738071442, + 0.0534173808991909 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.04310016706585884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709173560142517 + ], + "opposite_logprob_tokens": [ + -2.127091646194458 + ], + "logprob_reward": -0.12709173560142517, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12709173560142517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28195932507514954, + 0.17728190124034882, + 0.03586563467979431, + 0.06585288047790527, + 0.06747130304574966, + 0.026640411466360092, + 0.02956981211900711, + 0.050395455211400986, + 0.05833643302321434, + 0.20662681758403778 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.12709173560142517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019451522966846824 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019451522966846824, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019451522966846824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08819316327571869, + 0.0529998280107975, + 0.051668547093868256, + 0.06545194983482361, + 0.10162390768527985, + 0.09980940818786621, + 0.2309323102235794, + 0.189753919839859, + 0.07796885818243027, + 0.04159814864397049 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.0019451522966846824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19348014891147614, + 0.09315811097621918, + 0.057747747749090195, + 0.06879713386297226, + 0.05029579997062683, + 0.05235797166824341, + 0.0554925836622715, + 0.04143500700592995, + 0.28362709283828735, + 0.1036083921790123 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004638150800019503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, extreme slow-motion shot, shot from a low, upward angle, focuses on a Ka-52 Alligator helicopter, hovering silently in the gloomy night sky. Below it looms a Gothic city shrouded in darkness, its silhouettes of countless steepled churches and sinister gargoyles looming in the thin moonlight. The helicopter's gunmetal hull is studded with sharp rivets, intricate panel lines, and angular weapon pylons. Its signature contra-rotating rotors remain frozen in the air, reflecting the faint, cold glow of the city below. Suddenly, an invisible, destructive force erupts from its core. Rather than a violent explosion, the helicopter's fuselage is gracefully yet brutally ripped apart in an eerie silence. The metal skin slowly tears, twists, and peels away like paper, revealing the complex mechanical skeleton beneath. Electrical wires drift helplessly like severed nerves, hydraulic lines emit tiny droplets of oil that solidify in slow motion, and delicate structural beams bend and break inch by inch, as if fragile bones are crumbling under irresistible pressure. Countless tiny metal fragments and screws float in the air, and each internal short circuit releases a brief, bright spark, momentarily illuminating the disintegrating mechanical wonder. The entire scene, rendered in cold tones, presents a surreal aesthetic of technological destruction, imbued with apocalyptic grandeur and tranquility.", + "seed": 5513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_1493_seed_5513_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03082907535135746, + "vlm_logprob": -0.03082907535135746, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.03082907535135746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13406535983085632 + ], + "opposite_logprob_tokens": [ + -2.1340653896331787 + ], + "logprob_reward": -0.13406535983085632, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13406535983085632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28316545486450195, + 0.07999890297651291, + 0.05847953259944916, + 0.06000509485602379, + 0.070586197078228, + 0.09388093650341034, + 0.1411781907081604, + 0.043258100748062134, + 0.07026016712188721, + 0.09918741881847382 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.13406535983085632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009811273775994778 + ], + "opposite_logprob_tokens": [ + -4.6348114013671875 + ], + "logprob_reward": -0.009811273775994778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009811273775994778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958678156137466, + 0.06074545159935951, + 0.04065878689289093, + 0.03474278002977371, + 0.12888340651988983, + 0.20472639799118042, + 0.13341514766216278, + 0.12082917243242264, + 0.06354157626628876, + 0.13287055492401123 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.009811273775994778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233862966299057, + 0.12785615026950836, + 0.049720730632543564, + 0.0619812086224556, + 0.11268768459558487, + 0.0797526091337204, + 0.11333192139863968, + 0.05138781666755676, + 0.03530169278383255, + 0.1341172605752945 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198661444708705 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198661444708705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198661444708705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0839293897151947, + 0.07811526209115982, + 0.04185517132282257, + 0.12255226820707321, + 0.05568065121769905, + 0.16108354926109314, + 0.08159531652927399, + 0.14882680773735046, + 0.11881983280181885, + 0.10754169523715973 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.002198661444708705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028174726758152246 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028174726758152246, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028174726758152246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20131778717041016, + 0.05342819541692734, + 0.0645013302564621, + 0.12465851753950119, + 0.0795767679810524, + 0.045823708176612854, + 0.05908311903476715, + 0.10099685937166214, + 0.14641577005386353, + 0.12419796735048294 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0028174726758152246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, extreme slow-motion shot, shot from a low, upward angle, focuses on a Ka-52 Alligator helicopter, hovering silently in the gloomy night sky. Below it looms a Gothic city shrouded in darkness, its silhouettes of countless steepled churches and sinister gargoyles looming in the thin moonlight. The helicopter's gunmetal hull is studded with sharp rivets, intricate panel lines, and angular weapon pylons. Its signature contra-rotating rotors remain frozen in the air, reflecting the faint, cold glow of the city below. Suddenly, an invisible, destructive force erupts from its core. Rather than a violent explosion, the helicopter's fuselage is gracefully yet brutally ripped apart in an eerie silence. The metal skin slowly tears, twists, and peels away like paper, revealing the complex mechanical skeleton beneath. Electrical wires drift helplessly like severed nerves, hydraulic lines emit tiny droplets of oil that solidify in slow motion, and delicate structural beams bend and break inch by inch, as if fragile bones are crumbling under irresistible pressure. Countless tiny metal fragments and screws float in the air, and each internal short circuit releases a brief, bright spark, momentarily illuminating the disintegrating mechanical wonder. The entire scene, rendered in cold tones, presents a surreal aesthetic of technological destruction, imbued with apocalyptic grandeur and tranquility.", + "seed": 5514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_4/index_1493_seed_5514_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021880437852814794, + "vlm_logprob": -0.021880437852814794, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.021880437852814794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08462034165859222 + ], + "opposite_logprob_tokens": [ + -2.584620237350464 + ], + "logprob_reward": -0.08462034165859222, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08462034165859222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28330856561660767, + 0.07201290130615234, + 0.09001333266496658, + 0.029251836240291595, + 0.07682836800813675, + 0.07296303659677505, + 0.04799167439341545, + 0.13016961514949799, + 0.11470292508602142, + 0.08275780826807022 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.08462034165859222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820661872625351 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820661872625351, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820661872625351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4095064401626587, + 0.0694086104631424, + 0.08902100473642349, + 0.029539328068494797, + 0.04873364046216011, + 0.06447093188762665, + 0.04319630190730095, + 0.12321046739816666, + 0.06929121166467667, + 0.05362206697463989 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.01820661872625351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193875541910529 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193875541910529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193875541910529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1959119439125061, + 0.11697033047676086, + 0.1685386449098587, + 0.0868263840675354, + 0.024925408884882927, + 0.06826263666152954, + 0.07475249469280243, + 0.070884108543396, + 0.10153866559267044, + 0.09138933569192886 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003193875541910529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011836434714496136 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011836434714496136, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011836434714496136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14958389103412628, + 0.054610371589660645, + 0.03873417526483536, + 0.060807354748249054, + 0.04017702490091324, + 0.06802738457918167, + 0.09449058026075363, + 0.17462386190891266, + 0.18808521330356598, + 0.1308601051568985 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0011836434714496136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Ka-52 Alligator helicopter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a Gothic city with steepled churches and gargoyles under a gloomy night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the helicopter's fuselage tear, twist, and peel away like paper to reveal a mechanical skeleton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered in cold tones with floating metal fragments and brief bright sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021977098658680916 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021977098658680916, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021977098658680916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17076055705547333, + 0.045409511774778366, + 0.048061568289995193, + 0.03592120483517647, + 0.034159958362579346, + 0.104926697909832, + 0.10848879814147949, + 0.14582902193069458, + 0.042346708476543427, + 0.26409590244293213 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0021977098658680916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_tensor([366, 366])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_tensor([366, 366])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d5b8b67880b12eed73cdb7b34d8105b3004ed5a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_tensor([366, 366])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a long, low-angle shot, the camera moving slowly and steadily around a heavy wooden table in a dimly lit office, creating a sense of quiet observation. The entire scene is rendered in a high-quality vintage style, defined by a dark color scheme and a pervasive matte texture that absorbs light. Under the spotlight of a low-hanging desk lamp, a teenage South Asian girl with long, black hair is completely absorbed in her work. She wears thin, black-rimmed glasses perched on her nose and a simple charcoal-gray cotton T-shirt. She leans forward, her posture intensely focused, yet a subtle, playful curiosity animates her expression. Her hands move with care as she assembles a small, intricate mechanical object; her fingers steadily and deliberately place a small component with a pair of tweezers, then gently press it into place. The surrounding office is shrouded in deep shadow, and the warm, isolated lighting creates a stark contrast, highlighting the matte finish of the wooden table, the soft fabric of her shirt, and the focused intensity of her creative process, creating an atmosphere of intimacy and tranquility.", + "seed": 29059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_366_seed_29059_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04588369568809867, + "vlm_logprob": -0.04588369568809867, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04588369568809867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036837320774793625 + ], + "opposite_logprob_tokens": [ + -3.411837339401245 + ], + "logprob_reward": -0.036837320774793625, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036837320774793625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05680156499147415, + 0.1778123378753662, + 0.3697986900806427, + 0.06166844069957733, + 0.02134833112359047, + 0.04664755240082741, + 0.019088877364993095, + 0.1830347329378128, + 0.03663483262062073, + 0.027164608240127563 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.036837320774793625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865529477596283 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.00865529477596283, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865529477596283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1544828861951828, + 0.26083868741989136, + 0.10733094811439514, + 0.07053139060735703, + 0.048024050891399384, + 0.033185020089149475, + 0.04576514661312103, + 0.19980750977993011, + 0.05597274750471115, + 0.02406163141131401 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00865529477596283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900123298168182 + ], + "opposite_logprob_tokens": [ + -2.5790011882781982 + ], + "logprob_reward": -0.07900123298168182, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900123298168182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10795608907938004, + 0.030134541913866997, + 0.2517367899417877, + 0.08283832669258118, + 0.1837788075208664, + 0.04904482513666153, + 0.023567670956254005, + 0.20931845903396606, + 0.038815028965473175, + 0.022809496149420738 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.07900123298168182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643965046852827 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643965046852827, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643965046852827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06927493214607239, + 0.0685826912522316, + 0.2897805869579315, + 0.0308013167232275, + 0.09535005688667297, + 0.015958772972226143, + 0.027685999870300293, + 0.3194393813610077, + 0.03752374276518822, + 0.04560253024101257 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.004643965046852827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028066486120224 + ], + "opposite_logprob_tokens": [ + -2.35028076171875 + ], + "logprob_reward": -0.10028066486120224, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028066486120224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10769171267747879, + 0.23724858462810516, + 0.19133438169956207, + 0.06978954374790192, + 0.1072884276509285, + 0.09212376922369003, + 0.022214151918888092, + 0.09587056934833527, + 0.027666663751006126, + 0.04877220094203949 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.10028066486120224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a long, low-angle shot, the camera moving slowly and steadily around a heavy wooden table in a dimly lit office, creating a sense of quiet observation. The entire scene is rendered in a high-quality vintage style, defined by a dark color scheme and a pervasive matte texture that absorbs light. Under the spotlight of a low-hanging desk lamp, a teenage South Asian girl with long, black hair is completely absorbed in her work. She wears thin, black-rimmed glasses perched on her nose and a simple charcoal-gray cotton T-shirt. She leans forward, her posture intensely focused, yet a subtle, playful curiosity animates her expression. Her hands move with care as she assembles a small, intricate mechanical object; her fingers steadily and deliberately place a small component with a pair of tweezers, then gently press it into place. The surrounding office is shrouded in deep shadow, and the warm, isolated lighting creates a stark contrast, highlighting the matte finish of the wooden table, the soft fabric of her shirt, and the focused intensity of her creative process, creating an atmosphere of intimacy and tranquility.", + "seed": 29060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_366_seed_29060_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10582551439292728, + "vlm_logprob": -0.10582551439292728, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.10582551439292728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32213473320007324 + ], + "opposite_logprob_tokens": [ + -1.3221347332000732 + ], + "logprob_reward": -0.32213473320007324, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32213473320007324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15202832221984863, + 0.16390298306941986, + 0.08348546177148819, + 0.287279337644577, + 0.08448745310306549, + 0.07268224656581879, + 0.02868933603167534, + 0.059653349220752716, + 0.026683297008275986, + 0.04110822454094887 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.32213473320007324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029824355617165565 + ], + "opposite_logprob_tokens": [ + -3.5298242568969727 + ], + "logprob_reward": -0.029824355617165565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029824355617165565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19350074231624603, + 0.09170927107334137, + 0.25858381390571594, + 0.18187430500984192, + 0.068934865295887, + 0.03300350531935692, + 0.016057342290878296, + 0.11686448007822037, + 0.016583753749728203, + 0.02288791909813881 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.029824355617165565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294373869895935 + ], + "opposite_logprob_tokens": [ + -2.237943649291992 + ], + "logprob_reward": -0.11294373869895935, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294373869895935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17946457862854004, + 0.13744114339351654, + 0.08844093978404999, + 0.15049296617507935, + 0.13117212057113647, + 0.09086247533559799, + 0.06121091917157173, + 0.060189493000507355, + 0.044753555208444595, + 0.05597177520394325 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11294373869895935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002202229807153344 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.002202229807153344, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002202229807153344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23087579011917114, + 0.12652455270290375, + 0.11455073207616806, + 0.1544095128774643, + 0.12019191682338715, + 0.04727860912680626, + 0.060913391411304474, + 0.058085277676582336, + 0.05164283141493797, + 0.03552737832069397 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.002202229807153344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202251464128494 + ], + "opposite_logprob_tokens": [ + -2.8120224475860596 + ], + "logprob_reward": -0.06202251464128494, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202251464128494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2168346345424652, + 0.13705842196941376, + 0.18610700964927673, + 0.11956953257322311, + 0.07488131523132324, + 0.07449841499328613, + 0.04971809312701225, + 0.033238235861063004, + 0.04671512544155121, + 0.06137924641370773 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.06202251464128494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a long, low-angle shot, the camera moving slowly and steadily around a heavy wooden table in a dimly lit office, creating a sense of quiet observation. The entire scene is rendered in a high-quality vintage style, defined by a dark color scheme and a pervasive matte texture that absorbs light. Under the spotlight of a low-hanging desk lamp, a teenage South Asian girl with long, black hair is completely absorbed in her work. She wears thin, black-rimmed glasses perched on her nose and a simple charcoal-gray cotton T-shirt. She leans forward, her posture intensely focused, yet a subtle, playful curiosity animates her expression. Her hands move with care as she assembles a small, intricate mechanical object; her fingers steadily and deliberately place a small component with a pair of tweezers, then gently press it into place. The surrounding office is shrouded in deep shadow, and the warm, isolated lighting creates a stark contrast, highlighting the matte finish of the wooden table, the soft fabric of her shirt, and the focused intensity of her creative process, creating an atmosphere of intimacy and tranquility.", + "seed": 29061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_366_seed_29061_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10951302116736769, + "vlm_logprob": -0.10951302116736769, + "vlm_yes_no_margin": 3.200000023841858, + "vlm_token_credit": -0.10951302116736769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15056098997592926 + ], + "opposite_logprob_tokens": [ + -2.0255610942840576 + ], + "logprob_reward": -0.15056098997592926, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.15056098997592926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13876409828662872, + 0.04000328481197357, + 0.13199561834335327, + 0.06984026730060577, + 0.05577894672751427, + 0.035342853516340256, + 0.11623749881982803, + 0.06879626214504242, + 0.07018785178661346, + 0.273053377866745 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.15056098997592926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372207283973694 + ], + "opposite_logprob_tokens": [ + -3.408722162246704 + ], + "logprob_reward": -0.03372207283973694, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372207283973694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11882324516773224, + 0.05077439546585083, + 0.12692365050315857, + 0.05225783959031105, + 0.049278270453214645, + 0.026924217119812965, + 0.20416581630706787, + 0.0729828029870987, + 0.07745833694934845, + 0.22041140496730804 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.03372207283973694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134637176990509 + ], + "opposite_logprob_tokens": [ + -1.3134636878967285 + ], + "logprob_reward": -0.3134637176990509, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134637176990509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0786074697971344, + 0.03551332652568817, + 0.04034276306629181, + 0.062169142067432404, + 0.1740194857120514, + 0.057631976902484894, + 0.13558566570281982, + 0.05479741096496582, + 0.07631095498800278, + 0.28502172231674194 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.3134637176990509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011836434714496136 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011836434714496136, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011836434714496136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17572055757045746, + 0.08583522588014603, + 0.0539926216006279, + 0.06531123071908951, + 0.0976908877491951, + 0.06096732243895531, + 0.09802133589982986, + 0.08283571898937225, + 0.14235393702983856, + 0.13727112114429474 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0011836434714496136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863468185067177 + ], + "opposite_logprob_tokens": [ + -3.0486347675323486 + ], + "logprob_reward": -0.04863468185067177, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863468185067177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2303474098443985, + 0.05613190308213234, + 0.10357616096735, + 0.2132483571767807, + 0.05167238786816597, + 0.03388764336705208, + 0.054166268557310104, + 0.03771999478340149, + 0.05120598524808884, + 0.16804391145706177 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04863468185067177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a long, low-angle shot, the camera moving slowly and steadily around a heavy wooden table in a dimly lit office, creating a sense of quiet observation. The entire scene is rendered in a high-quality vintage style, defined by a dark color scheme and a pervasive matte texture that absorbs light. Under the spotlight of a low-hanging desk lamp, a teenage South Asian girl with long, black hair is completely absorbed in her work. She wears thin, black-rimmed glasses perched on her nose and a simple charcoal-gray cotton T-shirt. She leans forward, her posture intensely focused, yet a subtle, playful curiosity animates her expression. Her hands move with care as she assembles a small, intricate mechanical object; her fingers steadily and deliberately place a small component with a pair of tweezers, then gently press it into place. The surrounding office is shrouded in deep shadow, and the warm, isolated lighting creates a stark contrast, highlighting the matte finish of the wooden table, the soft fabric of her shirt, and the focused intensity of her creative process, creating an atmosphere of intimacy and tranquility.", + "seed": 29062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_5/index_366_seed_29062_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.291310752928257, + "vlm_logprob": -0.291310752928257, + "vlm_yes_no_margin": 1.6999999761581421, + "vlm_token_credit": -0.291310752928257, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9027802348136902 + ], + "opposite_logprob_tokens": [ + -0.5277802348136902 + ], + "logprob_reward": -0.9027802348136902, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9027802348136902, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5580457448959351, + 0.18412935733795166, + 0.025116415694355965, + 0.01840517297387123, + 0.04556020349264145, + 0.031094979494810104, + 0.08153989166021347, + 0.019372237846255302, + 0.019288785755634308, + 0.01744728907942772 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.9027802348136902 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135930299758911 + ], + "opposite_logprob_tokens": [ + -1.3135930299758911 + ], + "logprob_reward": -0.3135930299758911, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135930299758911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5983263254165649, + 0.19023317098617554, + 0.00998331606388092, + 0.03372320160269737, + 0.052942920476198196, + 0.030626904219388962, + 0.019722148776054382, + 0.036006275564432144, + 0.01961621455848217, + 0.008819491602480412 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.3135930299758911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284096658229828 + ], + "opposite_logprob_tokens": [ + -2.01784086227417 + ], + "logprob_reward": -0.14284096658229828, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14284096658229828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27280130982398987, + 0.04946845769882202, + 0.0880899727344513, + 0.08631036430597305, + 0.09911559522151947, + 0.12920212745666504, + 0.1594480574131012, + 0.06763360649347305, + 0.026555048301815987, + 0.02137545496225357 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.14284096658229828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869190976023674 + ], + "opposite_logprob_tokens": [ + -3.048691987991333 + ], + "logprob_reward": -0.04869190976023674, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869190976023674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3957848846912384, + 0.18233174085617065, + 0.044671300798654556, + 0.022687029093503952, + 0.11283879727125168, + 0.0708775669336319, + 0.06462554633617401, + 0.07930994778871536, + 0.01672215387225151, + 0.010151056572794914 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04869190976023674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit office with a heavy wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a teenage South Asian girl with long black hair wearing black-rimmed glasses and a charcoal-gray cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl using tweezers to assemble a small, intricate mechanical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style defined by a dark color scheme, matte texture, and warm isolated lighting from a low-hanging desk lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily around the table in a long, low-angle shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048647623509168625 + ], + "opposite_logprob_tokens": [ + -3.04864764213562 + ], + "logprob_reward": -0.048647623509168625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048647623509168625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7618186473846436, + 0.048620495945215225, + 0.027660707011818886, + 0.020162273198366165, + 0.03635106608271599, + 0.014836321584880352, + 0.02992948889732361, + 0.015794962644577026, + 0.03502607345581055, + 0.00979992002248764 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.048647623509168625 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_tensor([8206, 8206])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_tensor([8206, 8206])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d0ee305bde05be5dc915ae6e57938ca6db895e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_tensor([8206, 8206])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Rendered in a warm and captivating style inspired by Studio Ghibli, this close-up shot tilts smoothly upward, tracking a whimsical hand-drawn menu as it gracefully rises through the air, propelled by an unseen magical force. The menu itself is made of thick, cream-colored parchment paper, with slightly crinkled and soft edges. The camera maintains sharp focus on the menu's intricate artwork, showcasing a vibrant array of cakes and sweets rendered in delicate, vibrant watercolors with delicate ink outlines: a puffy strawberry shortcake with sparkling red berries, a miniature fruit tart with a lustrous glaze, and a plump, cream-filled chocolate pastry. As the menu floats calmly upward with a subtle, almost imperceptible sway, the sunlit bakery interior behind it is cast in a soft, dreamy blur. Through this beautiful bokeh, one can see the warm wood textures of the shelves filled with round bread and the soft glow of the glass display cases. Golden sunlight streams in through a large window, illuminating the dust particles dancing in the air and bathing the entire scene in a warm, honeyed glow, creating an atmosphere of purity, tenderness, charm, and comfort.", + "seed": 19900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_8206_seed_19900_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.062137664295732975, + "vlm_logprob": -0.062137664295732975, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.062137664295732975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10130349546670914 + ], + "opposite_logprob_tokens": [ + -2.3513035774230957 + ], + "logprob_reward": -0.10130349546670914, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10130349546670914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06802930682897568, + 0.18615849316120148, + 0.035991083830595016, + 0.038203950971364975, + 0.0583544597029686, + 0.04935619235038757, + 0.2824021875858307, + 0.06548500806093216, + 0.10830966383218765, + 0.10770963877439499 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.10130349546670914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204761192202568 + ], + "opposite_logprob_tokens": [ + -2.8120477199554443 + ], + "logprob_reward": -0.06204761192202568, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204761192202568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11684519052505493, + 0.30066022276878357, + 0.03910747542977333, + 0.03331270068883896, + 0.07911832630634308, + 0.04555610939860344, + 0.038394443690776825, + 0.04780162498354912, + 0.21653126180171967, + 0.0826725959777832 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.06204761192202568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980063669383526 + ], + "opposite_logprob_tokens": [ + -3.5298006534576416 + ], + "logprob_reward": -0.02980063669383526, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980063669383526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08117999881505966, + 0.2328881025314331, + 0.04656096547842026, + 0.04306625574827194, + 0.13741788268089294, + 0.06352001428604126, + 0.0586371086537838, + 0.10045129805803299, + 0.09664444625377655, + 0.1396339386701584 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.02980063669383526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13811145722866058, + 0.3064833879470825, + 0.04219408705830574, + 0.01974540948867798, + 0.04080217331647873, + 0.04091355577111244, + 0.05977364256978035, + 0.07428832352161407, + 0.04008665680885315, + 0.2376013547182083 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.004634472541511059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290210485458374 + ], + "opposite_logprob_tokens": [ + -2.2379021644592285 + ], + "logprob_reward": -0.11290210485458374, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290210485458374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08133643865585327, + 0.28251609206199646, + 0.0748806819319725, + 0.0697532594203949, + 0.15123999118804932, + 0.04731466621160507, + 0.06955215334892273, + 0.05261513590812683, + 0.09504496306180954, + 0.07574661821126938 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.11290210485458374 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a warm and captivating style inspired by Studio Ghibli, this close-up shot tilts smoothly upward, tracking a whimsical hand-drawn menu as it gracefully rises through the air, propelled by an unseen magical force. The menu itself is made of thick, cream-colored parchment paper, with slightly crinkled and soft edges. The camera maintains sharp focus on the menu's intricate artwork, showcasing a vibrant array of cakes and sweets rendered in delicate, vibrant watercolors with delicate ink outlines: a puffy strawberry shortcake with sparkling red berries, a miniature fruit tart with a lustrous glaze, and a plump, cream-filled chocolate pastry. As the menu floats calmly upward with a subtle, almost imperceptible sway, the sunlit bakery interior behind it is cast in a soft, dreamy blur. Through this beautiful bokeh, one can see the warm wood textures of the shelves filled with round bread and the soft glow of the glass display cases. Golden sunlight streams in through a large window, illuminating the dust particles dancing in the air and bathing the entire scene in a warm, honeyed glow, creating an atmosphere of purity, tenderness, charm, and comfort.", + "seed": 19901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_8206_seed_19901_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07541905995458364, + "vlm_logprob": -0.07541905995458364, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.07541905995458364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027264663949608803 + ], + "opposite_logprob_tokens": [ + -3.6522645950317383 + ], + "logprob_reward": -0.027264663949608803, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027264663949608803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1180584728717804, + 0.2167109251022339, + 0.059077728539705276, + 0.10731718689203262, + 0.03668392449617386, + 0.1376955211162567, + 0.12260603159666061, + 0.04896756634116173, + 0.04724625125527382, + 0.10563632845878601 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.027264663949608803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031528025865555 + ], + "opposite_logprob_tokens": [ + -2.3503153324127197 + ], + "logprob_reward": -0.10031528025865555, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031528025865555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08300097286701202, + 0.04088396951556206, + 0.03056100197136402, + 0.036966003477573395, + 0.06585255265235901, + 0.06711499392986298, + 0.029061708599328995, + 0.08293379843235016, + 0.2791764438152313, + 0.2844485342502594 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.10031528025865555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196828007698059 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196828007698059, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196828007698059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1341899335384369, + 0.11109945178031921, + 0.11518310755491257, + 0.19611215591430664, + 0.05703629553318024, + 0.2069154977798462, + 0.05975457280874252, + 0.020607635378837585, + 0.05239881947636604, + 0.046702560037374496 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.014196828007698059 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17232312262058258, + 0.11587372422218323, + 0.06086878105998039, + 0.09358173608779907, + 0.09509719163179398, + 0.08582300692796707, + 0.0749514251947403, + 0.10107196867465973, + 0.08892673999071121, + 0.11148232966661453 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009783060289919376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553546726703644 + ], + "opposite_logprob_tokens": [ + -1.60053551197052 + ], + "logprob_reward": -0.22553546726703644, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553546726703644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06973646581172943, + 0.0963832288980484, + 0.05187448486685753, + 0.03250052407383919, + 0.1680062860250473, + 0.05743646249175072, + 0.26140666007995605, + 0.14009936153888702, + 0.07878425717353821, + 0.04377235844731331 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.22553546726703644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a warm and captivating style inspired by Studio Ghibli, this close-up shot tilts smoothly upward, tracking a whimsical hand-drawn menu as it gracefully rises through the air, propelled by an unseen magical force. The menu itself is made of thick, cream-colored parchment paper, with slightly crinkled and soft edges. The camera maintains sharp focus on the menu's intricate artwork, showcasing a vibrant array of cakes and sweets rendered in delicate, vibrant watercolors with delicate ink outlines: a puffy strawberry shortcake with sparkling red berries, a miniature fruit tart with a lustrous glaze, and a plump, cream-filled chocolate pastry. As the menu floats calmly upward with a subtle, almost imperceptible sway, the sunlit bakery interior behind it is cast in a soft, dreamy blur. Through this beautiful bokeh, one can see the warm wood textures of the shelves filled with round bread and the soft glow of the glass display cases. Golden sunlight streams in through a large window, illuminating the dust particles dancing in the air and bathing the entire scene in a warm, honeyed glow, creating an atmosphere of purity, tenderness, charm, and comfort.", + "seed": 19902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_8206_seed_19902_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06726349308155477, + "vlm_logprob": -0.06726349308155477, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.06726349308155477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05741535499691963 + ], + "opposite_logprob_tokens": [ + -2.932415246963501 + ], + "logprob_reward": -0.05741535499691963, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05741535499691963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12481166422367096, + 0.07706565409898758, + 0.07389803230762482, + 0.1110418513417244, + 0.11356886476278305, + 0.0621618926525116, + 0.06252992153167725, + 0.24255461990833282, + 0.08909470587968826, + 0.04327279329299927 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.05741535499691963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904436975717545 + ], + "opposite_logprob_tokens": [ + -2.4640443325042725 + ], + "logprob_reward": -0.08904436975717545, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904436975717545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869523823261261, + 0.07571358233690262, + 0.17726920545101166, + 0.051394250243902206, + 0.09977854043245316, + 0.18849031627178192, + 0.10294904559850693, + 0.03907294571399689, + 0.04946555197238922, + 0.028914185240864754 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.08904436975717545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634747326374054 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.02634747326374054, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634747326374054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07609560340642929, + 0.03190327435731888, + 0.058334268629550934, + 0.06021510809659958, + 0.12557445466518402, + 0.07931801676750183, + 0.0545814223587513, + 0.07043218612670898, + 0.2942081689834595, + 0.1493375599384308 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.02634747326374054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031894787680357695 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.0031894787680357695, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031894787680357695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11970525979995728, + 0.07062865048646927, + 0.05755118653178215, + 0.029860222712159157, + 0.28827083110809326, + 0.11432002484798431, + 0.05488438904285431, + 0.09955541789531708, + 0.10132298618555069, + 0.06390107423067093 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0031894787680357695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032078862190247 + ], + "opposite_logprob_tokens": [ + -1.91032075881958 + ], + "logprob_reward": -0.16032078862190247, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032078862190247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11837681382894516, + 0.14394722878932953, + 0.15546002984046936, + 0.06955742090940475, + 0.16099753975868225, + 0.09170429408550262, + 0.09161629527807236, + 0.050645798444747925, + 0.07786031812429428, + 0.03983432799577713 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.16032078862190247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a warm and captivating style inspired by Studio Ghibli, this close-up shot tilts smoothly upward, tracking a whimsical hand-drawn menu as it gracefully rises through the air, propelled by an unseen magical force. The menu itself is made of thick, cream-colored parchment paper, with slightly crinkled and soft edges. The camera maintains sharp focus on the menu's intricate artwork, showcasing a vibrant array of cakes and sweets rendered in delicate, vibrant watercolors with delicate ink outlines: a puffy strawberry shortcake with sparkling red berries, a miniature fruit tart with a lustrous glaze, and a plump, cream-filled chocolate pastry. As the menu floats calmly upward with a subtle, almost imperceptible sway, the sunlit bakery interior behind it is cast in a soft, dreamy blur. Through this beautiful bokeh, one can see the warm wood textures of the shelves filled with round bread and the soft glow of the glass display cases. Golden sunlight streams in through a large window, illuminating the dust particles dancing in the air and bathing the entire scene in a warm, honeyed glow, creating an atmosphere of purity, tenderness, charm, and comfort.", + "seed": 19903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_6/index_8206_seed_19903_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11702731288969517, + "vlm_logprob": -0.11702731288969517, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.11702731288969517, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07191808521747589 + ], + "opposite_logprob_tokens": [ + -2.69691801071167 + ], + "logprob_reward": -0.07191808521747589, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07191808521747589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13509675860404968, + 0.10183485597372055, + 0.0569397509098053, + 0.05245841667056084, + 0.067597895860672, + 0.038551218807697296, + 0.3731398284435272, + 0.1050427183508873, + 0.045654598623514175, + 0.023683948442339897 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.07191808521747589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156536996364594 + ], + "opposite_logprob_tokens": [ + -1.7015653848648071 + ], + "logprob_reward": -0.20156536996364594, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156536996364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11503636837005615, + 0.0781998559832573, + 0.03635604679584503, + 0.18010030686855316, + 0.026042332872748375, + 0.043046582490205765, + 0.1755269467830658, + 0.18737144768238068, + 0.13845479488372803, + 0.019865309819579124 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.20156536996364594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581021904945374 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.020581021904945374, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581021904945374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14149406552314758, + 0.06405440717935562, + 0.050049591809511185, + 0.05781073123216629, + 0.07090040296316147, + 0.03960777819156647, + 0.43455857038497925, + 0.06767722219228745, + 0.05659434199333191, + 0.017252879217267036 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.020581021904945374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778456762433052 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778456762433052, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778456762433052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30540746450424194, + 0.11382672190666199, + 0.012056849896907806, + 0.09868169575929642, + 0.043005120009183884, + 0.05779356136918068, + 0.13393227756023407, + 0.14213493466377258, + 0.04920521005988121, + 0.04395616799592972 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.009778456762433052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hand-drawn menu made of thick, cream-colored parchment paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the menu float upward through the air with a subtle, almost imperceptible sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the menu display specific items including a strawberry shortcake, a fruit tart, and a chocolate pastry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sunlit bakery interior with blurred shelves of bread and glass display cases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth upward tilt while maintaining sharp focus on the menu?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812936305999756 + ], + "opposite_logprob_tokens": [ + -1.4062936305999756 + ], + "logprob_reward": -0.2812936305999756, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812936305999756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07435175776481628, + 0.016848774626851082, + 0.017680486664175987, + 0.0699656531214714, + 0.034768011420965195, + 0.024712342768907547, + 0.6861559748649597, + 0.05386057496070862, + 0.010545574128627777, + 0.01111084595322609 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.2812936305999756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_tensor([8329, 8329])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_tensor([8329, 8329])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b6dcc5d2357aef1064860f8d6cac3f93369aeee7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_tensor([8329, 8329])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle macro shot immerses the viewer in a Giger-esque biomechanical landscape, initially focusing on the sickly, bone-white, waxy, bell-shaped flowers of a mutant hosta. Faint, translucent textures etched into the petals tremble with an unnaturally high frequency, creating a subtle, unsettling blur at the edges. Its stem, far from organic, seamlessly merges with a blackened, ribbed metal tube that takes on the texture of pitted iron and an oily sheen. From the grotesque seam where flesh meets metal, a thick, viscous, iridescent black liquid meticulously gushes forth in heavy droplets, oozing and dripping downward with syrupy slowness, tracing the icy contours of the metal. The camera then begins a slow, steady pan back, revealing the alien plant's full, monstrous form. This retreat unveils a vast, surreal setting, a perpetual twilight sky, the ground a mosaic of interlocking plates resembling a massive, carved rib cage. The plant proves to be just one specimen within a dense, nightmarish forest of similar biomechanical horrors, their skeletal forms silhouetted against a dim, hazy horizon. The scene is lit by a single, cold, distant light source, casting long, deep shadows that accentuate the eerie fusion of organic and mechanical textures, creating an oppressive and deeply unsettling atmosphere of profound, alien dread.", + "seed": 24158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_8329_seed_24158_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15112678669393062, + "vlm_logprob": -0.15112678669393062, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.15112678669393062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06292739510536194 + ], + "opposite_logprob_tokens": [ + -2.812927484512329 + ], + "logprob_reward": -0.06292739510536194, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06292739510536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0997314378619194, + 0.10489499568939209, + 0.22124208509922028, + 0.052835043519735336, + 0.11069704592227936, + 0.05199715495109558, + 0.2067887783050537, + 0.07555124908685684, + 0.05165867879986763, + 0.02460353448987007 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.06292739510536194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762121677398682 + ], + "opposite_logprob_tokens": [ + -0.8262121677398682 + ], + "logprob_reward": -0.5762121677398682, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762121677398682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12031255662441254, + 0.07015186548233032, + 0.1685953587293625, + 0.07481817901134491, + 0.11111356317996979, + 0.03779847174882889, + 0.15391725301742554, + 0.18456433713436127, + 0.049469709396362305, + 0.02925863116979599 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.5762121677398682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420411467552185 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.01420411467552185, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420411467552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10064181685447693, + 0.1746068298816681, + 0.09958003461360931, + 0.06874936074018478, + 0.07390466332435608, + 0.06288870424032211, + 0.07761401683092117, + 0.08644884079694748, + 0.2091435045003891, + 0.04642229527235031 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.01420411467552185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295527324080467 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.023295527324080467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295527324080467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09086678177118301, + 0.09214239567518234, + 0.15761178731918335, + 0.07447057962417603, + 0.2934796214103699, + 0.07558839023113251, + 0.08034636080265045, + 0.052875176072120667, + 0.05318474397063255, + 0.029434068128466606 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.023295527324080467 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899472862482071 + ], + "opposite_logprob_tokens": [ + -2.5789947509765625 + ], + "logprob_reward": -0.07899472862482071, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899472862482071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15805678069591522, + 0.134601891040802, + 0.25319862365722656, + 0.06379569321870804, + 0.11785835027694702, + 0.05433781445026398, + 0.03462933748960495, + 0.04482945427298546, + 0.0899878516793251, + 0.04870418831706047 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07899472862482071 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot immerses the viewer in a Giger-esque biomechanical landscape, initially focusing on the sickly, bone-white, waxy, bell-shaped flowers of a mutant hosta. Faint, translucent textures etched into the petals tremble with an unnaturally high frequency, creating a subtle, unsettling blur at the edges. Its stem, far from organic, seamlessly merges with a blackened, ribbed metal tube that takes on the texture of pitted iron and an oily sheen. From the grotesque seam where flesh meets metal, a thick, viscous, iridescent black liquid meticulously gushes forth in heavy droplets, oozing and dripping downward with syrupy slowness, tracing the icy contours of the metal. The camera then begins a slow, steady pan back, revealing the alien plant's full, monstrous form. This retreat unveils a vast, surreal setting, a perpetual twilight sky, the ground a mosaic of interlocking plates resembling a massive, carved rib cage. The plant proves to be just one specimen within a dense, nightmarish forest of similar biomechanical horrors, their skeletal forms silhouetted against a dim, hazy horizon. The scene is lit by a single, cold, distant light source, casting long, deep shadows that accentuate the eerie fusion of organic and mechanical textures, creating an oppressive and deeply unsettling atmosphere of profound, alien dread.", + "seed": 24159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_8329_seed_24159_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05627832189202309, + "vlm_logprob": -0.05627832189202309, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05627832189202309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039256323128938675 + ], + "opposite_logprob_tokens": [ + -3.2892563343048096 + ], + "logprob_reward": -0.039256323128938675, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039256323128938675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26507171988487244, + 0.13704222440719604, + 0.04345428943634033, + 0.088511161506176, + 0.026521820574998856, + 0.10510986298322678, + 0.09848769754171371, + 0.06664712727069855, + 0.04543008655309677, + 0.1237240582704544 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.039256323128938675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17995427548885345 + ], + "opposite_logprob_tokens": [ + -1.8049542903900146 + ], + "logprob_reward": -0.17995427548885345, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17995427548885345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16030140221118927, + 0.12113095819950104, + 0.0649803951382637, + 0.11872918903827667, + 0.08909337222576141, + 0.09785406291484833, + 0.13284051418304443, + 0.04722527787089348, + 0.06173336133360863, + 0.10611146688461304 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.17995427548885345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14769668877124786, + 0.11689461767673492, + 0.04758067429065704, + 0.04141797497868538, + 0.05554497614502907, + 0.05233956128358841, + 0.12830057740211487, + 0.11062540113925934, + 0.11069879680871964, + 0.1889006495475769 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980075217783451 + ], + "opposite_logprob_tokens": [ + -3.5298006534576416 + ], + "logprob_reward": -0.02980075217783451, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980075217783451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059069812297821045, + 0.059089671820402145, + 0.05511102080345154, + 0.03470762073993683, + 0.04375710338354111, + 0.14923320710659027, + 0.13468311727046967, + 0.18076880276203156, + 0.10338540375232697, + 0.1801941990852356 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.02980075217783451 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186016008257866 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186016008257866, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186016008257866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06651931256055832, + 0.12485939264297485, + 0.04677001014351845, + 0.03469785675406456, + 0.04697943851351738, + 0.09421297907829285, + 0.17988038063049316, + 0.23764048516750336, + 0.08766375482082367, + 0.0807763859629631 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.018186016008257866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot immerses the viewer in a Giger-esque biomechanical landscape, initially focusing on the sickly, bone-white, waxy, bell-shaped flowers of a mutant hosta. Faint, translucent textures etched into the petals tremble with an unnaturally high frequency, creating a subtle, unsettling blur at the edges. Its stem, far from organic, seamlessly merges with a blackened, ribbed metal tube that takes on the texture of pitted iron and an oily sheen. From the grotesque seam where flesh meets metal, a thick, viscous, iridescent black liquid meticulously gushes forth in heavy droplets, oozing and dripping downward with syrupy slowness, tracing the icy contours of the metal. The camera then begins a slow, steady pan back, revealing the alien plant's full, monstrous form. This retreat unveils a vast, surreal setting, a perpetual twilight sky, the ground a mosaic of interlocking plates resembling a massive, carved rib cage. The plant proves to be just one specimen within a dense, nightmarish forest of similar biomechanical horrors, their skeletal forms silhouetted against a dim, hazy horizon. The scene is lit by a single, cold, distant light source, casting long, deep shadows that accentuate the eerie fusion of organic and mechanical textures, creating an oppressive and deeply unsettling atmosphere of profound, alien dread.", + "seed": 24160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_8329_seed_24160_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.036429156363010404, + "vlm_logprob": -0.036429156363010404, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.036429156363010404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016670450568199158 + ], + "opposite_logprob_tokens": [ + -4.266670227050781 + ], + "logprob_reward": -0.016670450568199158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016670450568199158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658383309841156, + 0.12161121517419815, + 0.06839581578969955, + 0.04426736757159233, + 0.10488071292638779, + 0.06985773146152496, + 0.17407886683940887, + 0.09729161113500595, + 0.030515840277075768, + 0.12326250225305557 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.016670450568199158 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296514421701431 + ], + "opposite_logprob_tokens": [ + -2.2379651069641113 + ], + "logprob_reward": -0.11296514421701431, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296514421701431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08666708320379257, + 0.08810760825872421, + 0.056841760873794556, + 0.0242815762758255, + 0.06463713943958282, + 0.0541306771337986, + 0.3319447636604309, + 0.18645316362380981, + 0.051666099578142166, + 0.055270127952098846 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.11296514421701431 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635896533727646 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635896533727646, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635896533727646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10657095909118652, + 0.08838681876659393, + 0.0846991240978241, + 0.05666676536202431, + 0.07967588305473328, + 0.06306633353233337, + 0.057965975254774094, + 0.206534743309021, + 0.033351026475429535, + 0.22308239340782166 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.004635896533727646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094889372587204 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038094889372587204, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094889372587204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08853715658187866, + 0.08404730260372162, + 0.1296035796403885, + 0.07723021507263184, + 0.11649898439645767, + 0.18428389728069305, + 0.09086062759160995, + 0.08925637602806091, + 0.06263130158185959, + 0.07705056667327881 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.038094889372587204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09515578299760818, + 0.14494693279266357, + 0.16059379279613495, + 0.09776291996240616, + 0.05304408818483353, + 0.06925533711910248, + 0.038659658282995224, + 0.06884212791919708, + 0.07886737585067749, + 0.19287198781967163 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot immerses the viewer in a Giger-esque biomechanical landscape, initially focusing on the sickly, bone-white, waxy, bell-shaped flowers of a mutant hosta. Faint, translucent textures etched into the petals tremble with an unnaturally high frequency, creating a subtle, unsettling blur at the edges. Its stem, far from organic, seamlessly merges with a blackened, ribbed metal tube that takes on the texture of pitted iron and an oily sheen. From the grotesque seam where flesh meets metal, a thick, viscous, iridescent black liquid meticulously gushes forth in heavy droplets, oozing and dripping downward with syrupy slowness, tracing the icy contours of the metal. The camera then begins a slow, steady pan back, revealing the alien plant's full, monstrous form. This retreat unveils a vast, surreal setting, a perpetual twilight sky, the ground a mosaic of interlocking plates resembling a massive, carved rib cage. The plant proves to be just one specimen within a dense, nightmarish forest of similar biomechanical horrors, their skeletal forms silhouetted against a dim, hazy horizon. The scene is lit by a single, cold, distant light source, casting long, deep shadows that accentuate the eerie fusion of organic and mechanical textures, creating an oppressive and deeply unsettling atmosphere of profound, alien dread.", + "seed": 24161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_7/index_8329_seed_24161_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07375766672194004, + "vlm_logprob": -0.07375766672194004, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.07375766672194004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10104826092720032 + ], + "opposite_logprob_tokens": [ + -2.351048231124878 + ], + "logprob_reward": -0.10104826092720032, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10104826092720032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09918291121721268, + 0.03682006895542145, + 0.04585879668593407, + 0.4710560142993927, + 0.03146534413099289, + 0.22566649317741394, + 0.009683120995759964, + 0.02116740681231022, + 0.02313314750790596, + 0.03596672788262367 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.10104826092720032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284871518611908 + ], + "opposite_logprob_tokens": [ + -2.0178487300872803 + ], + "logprob_reward": -0.14284871518611908, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284871518611908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09717585891485214, + 0.07631092518568039, + 0.047947268933057785, + 0.41803786158561707, + 0.06180839240550995, + 0.15573300421237946, + 0.02895503304898739, + 0.023986268788576126, + 0.026926374062895775, + 0.06311899423599243 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.14284871518611908 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191186055541039 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191186055541039, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191186055541039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07809588313102722, + 0.033144764602184296, + 0.05014035850763321, + 0.24500294029712677, + 0.024226313456892967, + 0.1042357012629509, + 0.024621548131108284, + 0.042350176721811295, + 0.02731170877814293, + 0.37087059020996094 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.014191186055541039 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865625500679016 + ], + "opposite_logprob_tokens": [ + -3.0486562252044678 + ], + "logprob_reward": -0.04865625500679016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865625500679016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08457601070404053, + 0.06181883439421654, + 0.17016011476516724, + 0.2729797959327698, + 0.02854418009519577, + 0.0689954087138176, + 0.030460501089692116, + 0.04594730958342552, + 0.025615723803639412, + 0.210902139544487 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.04865625500679016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle macro view focusing on sickly, bone-white, waxy, bell-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower petals show faint, translucent textures etched into them that tremble with high frequency?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower stem seamlessly merge with a blackened, ribbed metal tube having a pitted iron texture and oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, viscous, iridescent black liquid gushing from the seam between flesh and metal and dripping downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan back to reveal a vast setting with a ground resembling a massive, carved rib cage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062043916434049606 + ], + "opposite_logprob_tokens": [ + -2.8120439052581787 + ], + "logprob_reward": -0.062043916434049606, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062043916434049606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556778997182846, + 0.18181660771369934, + 0.07536870986223221, + 0.08767291158437729, + 0.0547976940870285, + 0.11218121647834778, + 0.1025606244802475, + 0.07999978959560394, + 0.04665270820260048, + 0.10327190160751343 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.062043916434049606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_tensor([3924, 3924])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_tensor([3924, 3924])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..001f6bd68c5fad3ec431daf67630f65cd1b7234d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_tensor([3924, 3924])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows a wild boar, the camera gently shaking with its bumpy gait, creating a tense and chaotic sense of pursuit. The massive boar sprints forward through the dense jungle at a reckless, clumsy, and furious pace, its coarse, dark brown mane matted with chunks of damp, dark mud and scattered dead leaves. Two thick, curved ivory tusks jut fiercely from either side of its muddy muzzle, its small, black eyes wide with utter terror. Dappled sunlight filters through the dense canopy, casting shifting patches of light and shadow across its moving form and the forest floor. Its heavy hooves splatter mud and debris on the slippery, decaying leaf-strewn ground, while its powerful shoulders and head shove aside low-hanging branches and brush that block its path. The whole picture is full of primitive dynamics and a tense atmosphere of escape. The main colors are composed of dark green and earthy brown, creating a damp and wild feeling.", + "seed": 10525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_3924_seed_10525_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035082061868160964, + "vlm_logprob": -0.035082061868160964, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.035082061868160964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015134033747017384 + ], + "opposite_logprob_tokens": [ + -4.265133857727051 + ], + "logprob_reward": -0.015134033747017384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015134033747017384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026277804747223854, + 0.09597038477659225, + 0.14163003861904144, + 0.06051268056035042, + 0.07292929291725159, + 0.029927078634500504, + 0.031334541738033295, + 0.03286109119653702, + 0.47767817974090576, + 0.03087899275124073 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.015134033747017384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381232351064682 + ], + "opposite_logprob_tokens": [ + -3.28812313079834 + ], + "logprob_reward": -0.0381232351064682, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381232351064682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041272491216659546, + 0.3486243188381195, + 0.12562908232212067, + 0.03397100791335106, + 0.0721966028213501, + 0.01936422660946846, + 0.02592269703745842, + 0.02810526266694069, + 0.24778114259243011, + 0.057133179157972336 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0381232351064682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032207518815994 + ], + "opposite_logprob_tokens": [ + -2.3503220081329346 + ], + "logprob_reward": -0.10032207518815994, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032207518815994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0396818183362484, + 0.15293940901756287, + 0.32741227746009827, + 0.04350531846284866, + 0.0528763085603714, + 0.04806109890341759, + 0.054055824875831604, + 0.05908491834998131, + 0.17584353685379028, + 0.04653941094875336 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.10032207518815994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199413359165192 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199413359165192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199413359165192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06361502408981323, + 0.07001075148582458, + 0.13382385671138763, + 0.03228677064180374, + 0.04212881997227669, + 0.048051800578832626, + 0.05940242111682892, + 0.07802807539701462, + 0.41782671213150024, + 0.054825715720653534 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.014199413359165192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13000942766666412, + 0.20417562127113342, + 0.18141773343086243, + 0.03651689738035202, + 0.04452534392476082, + 0.03731559216976166, + 0.026691455394029617, + 0.04036133363842964, + 0.12672951817512512, + 0.17225700616836548 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.007631551939994097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a wild boar, the camera gently shaking with its bumpy gait, creating a tense and chaotic sense of pursuit. The massive boar sprints forward through the dense jungle at a reckless, clumsy, and furious pace, its coarse, dark brown mane matted with chunks of damp, dark mud and scattered dead leaves. Two thick, curved ivory tusks jut fiercely from either side of its muddy muzzle, its small, black eyes wide with utter terror. Dappled sunlight filters through the dense canopy, casting shifting patches of light and shadow across its moving form and the forest floor. Its heavy hooves splatter mud and debris on the slippery, decaying leaf-strewn ground, while its powerful shoulders and head shove aside low-hanging branches and brush that block its path. The whole picture is full of primitive dynamics and a tense atmosphere of escape. The main colors are composed of dark green and earthy brown, creating a damp and wild feeling.", + "seed": 10526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_3924_seed_10526_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024435231648385524, + "vlm_logprob": -0.024435231648385524, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.024435231648385524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02411661297082901 + ], + "opposite_logprob_tokens": [ + -3.7741165161132812 + ], + "logprob_reward": -0.02411661297082901, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02411661297082901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08492527902126312, + 0.10081937164068222, + 0.05836082994937897, + 0.17420628666877747, + 0.08123108744621277, + 0.31228914856910706, + 0.04531485587358475, + 0.05267530307173729, + 0.0378306619822979, + 0.052347153425216675 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.02411661297082901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370925828814507 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026370925828814507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370925828814507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12161361426115036, + 0.07582522183656693, + 0.04673782363533974, + 0.07799351960420609, + 0.06816386431455612, + 0.363098680973053, + 0.082850880920887, + 0.07199706882238388, + 0.06165192276239395, + 0.030067408457398415 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.026370925828814507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067626655101776 + ], + "opposite_logprob_tokens": [ + -3.168067693710327 + ], + "logprob_reward": -0.043067626655101776, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067626655101776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21358509361743927, + 0.09337595105171204, + 0.08614766597747803, + 0.10889184474945068, + 0.04065833240747452, + 0.22786539793014526, + 0.08057477325201035, + 0.07016858458518982, + 0.01739618368446827, + 0.061336152255535126 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.043067626655101776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542887590825558 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542887590825558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542887590825558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22065609693527222, + 0.08954644203186035, + 0.0381813682615757, + 0.04586087167263031, + 0.060928795486688614, + 0.14024458825588226, + 0.11841567605733871, + 0.07631831616163254, + 0.025964267551898956, + 0.18388357758522034 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.012542887590825558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078105196356773 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078105196356773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078105196356773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16328169405460358, + 0.13645656406879425, + 0.08612179756164551, + 0.05176186561584473, + 0.042759817093610764, + 0.2536817491054535, + 0.03176378086209297, + 0.1216081902384758, + 0.03141297027468681, + 0.08115154504776001 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.016078105196356773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a wild boar, the camera gently shaking with its bumpy gait, creating a tense and chaotic sense of pursuit. The massive boar sprints forward through the dense jungle at a reckless, clumsy, and furious pace, its coarse, dark brown mane matted with chunks of damp, dark mud and scattered dead leaves. Two thick, curved ivory tusks jut fiercely from either side of its muddy muzzle, its small, black eyes wide with utter terror. Dappled sunlight filters through the dense canopy, casting shifting patches of light and shadow across its moving form and the forest floor. Its heavy hooves splatter mud and debris on the slippery, decaying leaf-strewn ground, while its powerful shoulders and head shove aside low-hanging branches and brush that block its path. The whole picture is full of primitive dynamics and a tense atmosphere of escape. The main colors are composed of dark green and earthy brown, creating a damp and wild feeling.", + "seed": 10527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_3924_seed_10527_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049789868481457236, + "vlm_logprob": -0.049789868481457236, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.049789868481457236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027870016172528267 + ], + "opposite_logprob_tokens": [ + -3.652869939804077 + ], + "logprob_reward": -0.027870016172528267, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027870016172528267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22070764005184174, + 0.05251677334308624, + 0.050606220960617065, + 0.03522052988409996, + 0.11154685914516449, + 0.08603087812662125, + 0.14223402738571167, + 0.13809368014335632, + 0.0230482779443264, + 0.13999515771865845 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.027870016172528267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255614340305328, + 0.09552749246358871, + 0.04441531002521515, + 0.07853066176176071, + 0.20617330074310303, + 0.06221073865890503, + 0.09809350222349167, + 0.24874332547187805, + 0.029334990307688713, + 0.054414551705121994 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.012556779198348522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799071878194809 + ], + "opposite_logprob_tokens": [ + -1.804907202720642 + ], + "logprob_reward": -0.1799071878194809, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799071878194809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20151275396347046, + 0.08321940898895264, + 0.07110040634870529, + 0.05313461273908615, + 0.14391252398490906, + 0.08864016085863113, + 0.11582312732934952, + 0.03891473636031151, + 0.1459406167268753, + 0.05780160427093506 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.1799071878194809 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542534619569778 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542534619569778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542534619569778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1986863911151886, + 0.07212479412555695, + 0.07864047586917877, + 0.07238512486219406, + 0.14072197675704956, + 0.08750433474779129, + 0.1222490668296814, + 0.06294061988592148, + 0.07051203399896622, + 0.0942351222038269 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012542534619569778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072824597358704 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072824597358704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072824597358704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28213557600975037, + 0.1302453726530075, + 0.04605259373784065, + 0.04557858034968376, + 0.07552703469991684, + 0.084779754281044, + 0.12854556739330292, + 0.049426279962062836, + 0.08226929605007172, + 0.07543995976448059 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016072824597358704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a wild boar, the camera gently shaking with its bumpy gait, creating a tense and chaotic sense of pursuit. The massive boar sprints forward through the dense jungle at a reckless, clumsy, and furious pace, its coarse, dark brown mane matted with chunks of damp, dark mud and scattered dead leaves. Two thick, curved ivory tusks jut fiercely from either side of its muddy muzzle, its small, black eyes wide with utter terror. Dappled sunlight filters through the dense canopy, casting shifting patches of light and shadow across its moving form and the forest floor. Its heavy hooves splatter mud and debris on the slippery, decaying leaf-strewn ground, while its powerful shoulders and head shove aside low-hanging branches and brush that block its path. The whole picture is full of primitive dynamics and a tense atmosphere of escape. The main colors are composed of dark green and earthy brown, creating a damp and wild feeling.", + "seed": 10528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_8/index_3924_seed_10528_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06391656622290612, + "vlm_logprob": -0.06391656622290612, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06391656622290612, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03097786195576191 + ], + "opposite_logprob_tokens": [ + -3.530977964401245 + ], + "logprob_reward": -0.03097786195576191, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03097786195576191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23159687221050262, + 0.05021035671234131, + 0.07582686096429825, + 0.06628628820180893, + 0.11737625300884247, + 0.039588335901498795, + 0.1122739240527153, + 0.12690821290016174, + 0.06760509312152863, + 0.11232782155275345 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03097786195576191 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367442682385445 + ], + "opposite_logprob_tokens": [ + -3.651367425918579 + ], + "logprob_reward": -0.026367442682385445, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367442682385445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15867669880390167, + 0.0798419788479805, + 0.06627973914146423, + 0.039303239434957504, + 0.06952779740095139, + 0.08042886853218079, + 0.23205247521400452, + 0.05436587706208229, + 0.18864065408706665, + 0.030882693827152252 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.026367442682385445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557398676872253 + ], + "opposite_logprob_tokens": [ + -1.600574016571045 + ], + "logprob_reward": -0.22557398676872253, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557398676872253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13556057214736938, + 0.1772412657737732, + 0.07071760296821594, + 0.0495062917470932, + 0.06279823184013367, + 0.06554888188838959, + 0.061373546719551086, + 0.18042629957199097, + 0.11487992107868195, + 0.08194738626480103 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.22557398676872253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11737646907567978, + 0.07180338352918625, + 0.09154306352138519, + 0.07166056334972382, + 0.08878302574157715, + 0.14395879209041595, + 0.04082869738340378, + 0.08620697259902954, + 0.1676812320947647, + 0.12015784531831741 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wild boar with coarse dark brown fur, two thick curved ivory tusks, and small black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boar covered in damp dark mud and scattered dead leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boar sprinting forward through a dense jungle, shoving aside low-hanging branches and brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that gently shakes to mimic the boar's bumpy gait?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through the canopy, creating shifting patches of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.232085719704628, + 0.1937175989151001, + 0.06443767249584198, + 0.04524692893028259, + 0.04805748909711838, + 0.06267470121383667, + 0.055543310940265656, + 0.1315842568874359, + 0.0912659540772438, + 0.07538637518882751 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02059118263423443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_tensor([5875, 5875])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_tensor([5875, 5875])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac8eb020b0682e4f93190e6e9bf561bf80eba56 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_tensor([5875, 5875])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the scene in a brightly lit modern kitchen. A man with slightly tousled brown hair casually walks toward a set of lower cabinets. He wears a red and white checkered, short-sleeved button-down shirt and contrasting teal checkered shorts, creating a relaxed, homely look. He pauses before a white, rickety cabinet and reaches down deliberately, his fingers grasping the small, brushed metal knob. He smoothly pulls the door open, revealing shelves filled with a messy yet organized pantry: an assortment of unlabeled glass jars, colorful tins, and plain cardboard boxes. Holding a simple glass jar with a plain metal lid in his right hand, he takes a step closer, bending slightly at his knees and waist, and carefully reaches into the cabinet. Steadily and accurately, he places the jar on the bottom shelf, nestled between a stack of jars and a box. Once his fingers release the jar, he straightens and begins to rotate his body to the left. As he begins to turn away from the open cabinet, his movements are fluid and unhurried, completing a simple chore. The scene is bathed in warm, soft light from overhead fixtures, creating a comfortable and tranquil atmosphere.", + "seed": 11771, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_5875_seed_11771_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09539515636861325, + "vlm_logprob": -0.09539515636861325, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.09539515636861325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20996282994747162 + ], + "opposite_logprob_tokens": [ + -1.7099628448486328 + ], + "logprob_reward": -0.20996282994747162, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20996282994747162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35013115406036377, + 0.08513350784778595, + 0.04961973428726196, + 0.0751057118177414, + 0.1664164811372757, + 0.01921817474067211, + 0.014169715344905853, + 0.08270362764596939, + 0.03856927901506424, + 0.11893266439437866 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.20996282994747162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256501954048872 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.01256501954048872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256501954048872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21962536871433258, + 0.20907168090343475, + 0.01616503670811653, + 0.06533735990524292, + 0.11232595145702362, + 0.06713317334651947, + 0.043914053589105606, + 0.028119055554270744, + 0.043034158647060394, + 0.1952742040157318 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01256501954048872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09774136543273926, + 0.32565242052078247, + 0.05424958094954491, + 0.08125661313533783, + 0.036069538444280624, + 0.02847999520599842, + 0.07597748190164566, + 0.13946858048439026, + 0.07024732232093811, + 0.09085713326931 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.012537590228021145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798630654811859 + ], + "opposite_logprob_tokens": [ + -1.8048630952835083 + ], + "logprob_reward": -0.1798630654811859, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798630654811859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09003396332263947, + 0.24397405982017517, + 0.02462213672697544, + 0.0718398243188858, + 0.037758857011795044, + 0.02811204083263874, + 0.0652194693684578, + 0.2096058875322342, + 0.1829649657011032, + 0.04586883634328842 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.1798630654811859 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204727664589882 + ], + "opposite_logprob_tokens": [ + -2.812047243118286 + ], + "logprob_reward": -0.06204727664589882, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204727664589882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33847740292549133, + 0.15027767419815063, + 0.055011577904224396, + 0.058975640684366226, + 0.11711978167295456, + 0.020652757957577705, + 0.028715036809444427, + 0.137078657746315, + 0.048145752400159836, + 0.045545682311058044 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.06204727664589882 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene in a brightly lit modern kitchen. A man with slightly tousled brown hair casually walks toward a set of lower cabinets. He wears a red and white checkered, short-sleeved button-down shirt and contrasting teal checkered shorts, creating a relaxed, homely look. He pauses before a white, rickety cabinet and reaches down deliberately, his fingers grasping the small, brushed metal knob. He smoothly pulls the door open, revealing shelves filled with a messy yet organized pantry: an assortment of unlabeled glass jars, colorful tins, and plain cardboard boxes. Holding a simple glass jar with a plain metal lid in his right hand, he takes a step closer, bending slightly at his knees and waist, and carefully reaches into the cabinet. Steadily and accurately, he places the jar on the bottom shelf, nestled between a stack of jars and a box. Once his fingers release the jar, he straightens and begins to rotate his body to the left. As he begins to turn away from the open cabinet, his movements are fluid and unhurried, completing a simple chore. The scene is bathed in warm, soft light from overhead fixtures, creating a comfortable and tranquil atmosphere.", + "seed": 11772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_5875_seed_11772_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16560657285153865, + "vlm_logprob": -0.16560657285153865, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.16560657285153865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6352909803390503 + ], + "opposite_logprob_tokens": [ + -0.7602909803390503 + ], + "logprob_reward": -0.6352909803390503, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6352909803390503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32401373982429504, + 0.10295908153057098, + 0.057433877140283585, + 0.06764855980873108, + 0.06941390037536621, + 0.19500908255577087, + 0.038899023085832596, + 0.07745085656642914, + 0.030743403360247612, + 0.03642846643924713 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.6352909803390503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016093002632260323 + ], + "opposite_logprob_tokens": [ + -4.141092777252197 + ], + "logprob_reward": -0.016093002632260323, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016093002632260323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07150691002607346, + 0.1329929381608963, + 0.14483574032783508, + 0.22527533769607544, + 0.0851743221282959, + 0.07320639491081238, + 0.04594407230615616, + 0.09265527874231339, + 0.10495853424072266, + 0.02345052920281887 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.016093002632260323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14559271931648254, + 0.11353830993175507, + 0.09702728688716888, + 0.07063792645931244, + 0.06533833593130112, + 0.09579318016767502, + 0.08244375884532928, + 0.09508940577507019, + 0.14697347581386566, + 0.08756560832262039 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890159085392952 + ], + "opposite_logprob_tokens": [ + -2.4640159606933594 + ], + "logprob_reward": -0.0890159085392952, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890159085392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10367312282323837, + 0.08349157124757767, + 0.0795532613992691, + 0.13193140923976898, + 0.05697369948029518, + 0.17987893521785736, + 0.13844406604766846, + 0.04516483098268509, + 0.04532380402088165, + 0.13556532561779022 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.0890159085392952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899516820907593 + ], + "opposite_logprob_tokens": [ + -2.5789952278137207 + ], + "logprob_reward": -0.07899516820907593, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899516820907593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19856466352939606, + 0.06958227604627609, + 0.06952869147062302, + 0.07142248004674911, + 0.04555582255125046, + 0.35000407695770264, + 0.05448972433805466, + 0.06000131741166115, + 0.04501938074827194, + 0.03583158552646637 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07899516820907593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene in a brightly lit modern kitchen. A man with slightly tousled brown hair casually walks toward a set of lower cabinets. He wears a red and white checkered, short-sleeved button-down shirt and contrasting teal checkered shorts, creating a relaxed, homely look. He pauses before a white, rickety cabinet and reaches down deliberately, his fingers grasping the small, brushed metal knob. He smoothly pulls the door open, revealing shelves filled with a messy yet organized pantry: an assortment of unlabeled glass jars, colorful tins, and plain cardboard boxes. Holding a simple glass jar with a plain metal lid in his right hand, he takes a step closer, bending slightly at his knees and waist, and carefully reaches into the cabinet. Steadily and accurately, he places the jar on the bottom shelf, nestled between a stack of jars and a box. Once his fingers release the jar, he straightens and begins to rotate his body to the left. As he begins to turn away from the open cabinet, his movements are fluid and unhurried, completing a simple chore. The scene is bathed in warm, soft light from overhead fixtures, creating a comfortable and tranquil atmosphere.", + "seed": 11773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_5875_seed_11773_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16291951071470975, + "vlm_logprob": -0.16291951071470975, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.16291951071470975, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6957383155822754 + ], + "opposite_logprob_tokens": [ + -0.6957383155822754 + ], + "logprob_reward": -0.6957383155822754, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6957383155822754, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4798125624656677, + 0.07679188251495361, + 0.09506131708621979, + 0.06764792650938034, + 0.03964287042617798, + 0.02325528673827648, + 0.049811478704214096, + 0.03562777116894722, + 0.03999463468790054, + 0.09235432744026184 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.6957383155822754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007657105103135109 + ], + "opposite_logprob_tokens": [ + -4.882657051086426 + ], + "logprob_reward": -0.007657105103135109, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007657105103135109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0952351912856102, + 0.13178260624408722, + 0.04316316172480583, + 0.08286979794502258, + 0.11838095635175705, + 0.15128947794437408, + 0.04315364360809326, + 0.156709223985672, + 0.133745476603508, + 0.04367047920823097 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.007657105103135109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072029359638691 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072029359638691, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072029359638691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14780814945697784, + 0.2395564764738083, + 0.07429169118404388, + 0.047822315245866776, + 0.03820083662867546, + 0.09118447452783585, + 0.05934460461139679, + 0.13308770954608917, + 0.05355837196111679, + 0.11514526605606079 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.011072029359638691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062024082988500595 + ], + "opposite_logprob_tokens": [ + -2.8120241165161133 + ], + "logprob_reward": -0.062024082988500595, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062024082988500595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11730743944644928, + 0.14770878851413727, + 0.0637289509177208, + 0.04819628223776817, + 0.04069862142205238, + 0.1676880121231079, + 0.12776091694831848, + 0.1818811148405075, + 0.057133112102746964, + 0.047896817326545715 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.062024082988500595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810602053999901 + ], + "opposite_logprob_tokens": [ + -3.2881059646606445 + ], + "logprob_reward": -0.03810602053999901, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810602053999901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21180415153503418, + 0.10577629506587982, + 0.03108074702322483, + 0.03146384656429291, + 0.03017399273812771, + 0.05455620959401131, + 0.022058172151446342, + 0.4575372636318207, + 0.026927350088953972, + 0.028621993958950043 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.03810602053999901 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene in a brightly lit modern kitchen. A man with slightly tousled brown hair casually walks toward a set of lower cabinets. He wears a red and white checkered, short-sleeved button-down shirt and contrasting teal checkered shorts, creating a relaxed, homely look. He pauses before a white, rickety cabinet and reaches down deliberately, his fingers grasping the small, brushed metal knob. He smoothly pulls the door open, revealing shelves filled with a messy yet organized pantry: an assortment of unlabeled glass jars, colorful tins, and plain cardboard boxes. Holding a simple glass jar with a plain metal lid in his right hand, he takes a step closer, bending slightly at his knees and waist, and carefully reaches into the cabinet. Steadily and accurately, he places the jar on the bottom shelf, nestled between a stack of jars and a box. Once his fingers release the jar, he straightens and begins to rotate his body to the left. As he begins to turn away from the open cabinet, his movements are fluid and unhurried, completing a simple chore. The scene is bathed in warm, soft light from overhead fixtures, creating a comfortable and tranquil atmosphere.", + "seed": 11774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000136/group_9/index_5875_seed_11774_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17748315883800386, + "vlm_logprob": -0.17748315883800386, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.17748315883800386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5798791646957397 + ], + "opposite_logprob_tokens": [ + -0.8298791646957397 + ], + "logprob_reward": -0.5798791646957397, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5798791646957397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21042948961257935, + 0.0633162260055542, + 0.14210540056228638, + 0.2037474811077118, + 0.03612425550818443, + 0.10410492867231369, + 0.06082699075341225, + 0.039460353553295135, + 0.06942053884267807, + 0.07046426087617874 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.5798791646957397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060367725789547 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.02060367725789547, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060367725789547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12062820047140121, + 0.1466943770647049, + 0.20387199521064758, + 0.16834251582622528, + 0.045261867344379425, + 0.11159741878509521, + 0.019462494179606438, + 0.08135203272104263, + 0.061924006789922714, + 0.04086516425013542 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.02060367725789547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.103369802236557, + 0.07433027774095535, + 0.0999879464507103, + 0.05122405290603638, + 0.06200291961431503, + 0.04904624819755554, + 0.0363679975271225, + 0.09399143606424332, + 0.11956290900707245, + 0.31011641025543213 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.006737373303622007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986595630645752 + ], + "opposite_logprob_tokens": [ + -1.8048659563064575 + ], + "logprob_reward": -0.17986595630645752, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986595630645752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08350023627281189, + 0.11086253821849823, + 0.03980998694896698, + 0.0725015252828598, + 0.17182539403438568, + 0.08598256856203079, + 0.04323428496718407, + 0.10993774235248566, + 0.1974189579486847, + 0.08492671698331833 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.17986595630645752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a brightly lit modern kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a red and white checkered short-sleeved button-down shirt and teal checkered shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man open a white rickety cabinet to reveal shelves with glass jars, tins, and cardboard boxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man place a glass jar with a plain metal lid onto the bottom shelf of the cabinet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft light from overhead fixtures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032962262630463 + ], + "opposite_logprob_tokens": [ + -2.350329637527466 + ], + "logprob_reward": -0.10032962262630463, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032962262630463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3313133418560028, + 0.05752593278884888, + 0.06990435719490051, + 0.08203526586294174, + 0.09856206178665161, + 0.05269236117601395, + 0.031669095158576965, + 0.08332177251577377, + 0.08887182176113129, + 0.10410400480031967 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10032962262630463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_tensor([2462, 2462])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_tensor([2462, 2462])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..155361416a3868d00dafd431f92f2357a15d07fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_tensor([2462, 2462])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, captured in a fluid, orbiting motion, focuses on an ancient copper lock cylinder suspended in a pure black void. Cast from bronze, its surface is mottled with age-worn patina and minute scratches. A mysterious blue glow permeates its inner workings, imbuing the cold metal with a breath of life. As the camera slowly pans, the cylinder begins to disintegrate with a grace that defies the laws of physics. Countless delicate gears, springs, pins, and levers float and spread silently outward, like stars imbued with life, forming a dazzling mechanical nebula in the darkness. Each tiny component rotates independently, reflecting the faint glow of its core. Then, as the camera continues to track, the scattered components, as if drawn by an invisible force, begin to converge steadily and deliberately towards the center along a precise trajectory. Gears mesh seamlessly, pins slide precisely into their holes, and finally, perfectly reassemble into a complete lock cylinder. The glow within becomes introverted and profound. The whole process, set against a deep background, creates a mysterious atmosphere of focus, tranquility and full of fantasy mechanical aesthetics.", + "seed": 16563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_2462_seed_16563_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08868864346295595, + "vlm_logprob": -0.08868864346295595, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08868864346295595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22613893449306488 + ], + "opposite_logprob_tokens": [ + -1.601138949394226 + ], + "logprob_reward": -0.22613893449306488, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22613893449306488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09512510895729065, + 0.10127145051956177, + 0.05741230025887489, + 0.12187468260526657, + 0.08730223774909973, + 0.22838588058948517, + 0.05609997734427452, + 0.057962678372859955, + 0.13236619532108307, + 0.06219952553510666 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.22613893449306488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085611656308174 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085611656308174, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085611656308174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1074170395731926, + 0.19758257269859314, + 0.1760735809803009, + 0.24338535964488983, + 0.04237362742424011, + 0.0500713475048542, + 0.06226864829659462, + 0.03979117050766945, + 0.055979982018470764, + 0.025056706741452217 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.016085611656308174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09773805737495422, + 0.10918832570314407, + 0.04083433374762535, + 0.07373792678117752, + 0.04787740856409073, + 0.06152908504009247, + 0.05239738151431084, + 0.10517885535955429, + 0.39675039052963257, + 0.014768305234611034 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793808236718178 + ], + "opposite_logprob_tokens": [ + -3.5297937393188477 + ], + "logprob_reward": -0.029793808236718178, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793808236718178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12637121975421906, + 0.15947364270687103, + 0.042107921093702316, + 0.0757995992898941, + 0.045542482286691666, + 0.07083375006914139, + 0.07821758091449738, + 0.1159185916185379, + 0.24889981746673584, + 0.036835361272096634 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.029793808236718178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034139692783356 + ], + "opposite_logprob_tokens": [ + -1.9103413820266724 + ], + "logprob_reward": -0.16034139692783356, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034139692783356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1404743492603302, + 0.10201431810855865, + 0.06002090498805046, + 0.13243429362773895, + 0.061687808483839035, + 0.10777860134840012, + 0.05188697576522827, + 0.1057862788438797, + 0.222641259431839, + 0.015275262296199799 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.16034139692783356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in a fluid, orbiting motion, focuses on an ancient copper lock cylinder suspended in a pure black void. Cast from bronze, its surface is mottled with age-worn patina and minute scratches. A mysterious blue glow permeates its inner workings, imbuing the cold metal with a breath of life. As the camera slowly pans, the cylinder begins to disintegrate with a grace that defies the laws of physics. Countless delicate gears, springs, pins, and levers float and spread silently outward, like stars imbued with life, forming a dazzling mechanical nebula in the darkness. Each tiny component rotates independently, reflecting the faint glow of its core. Then, as the camera continues to track, the scattered components, as if drawn by an invisible force, begin to converge steadily and deliberately towards the center along a precise trajectory. Gears mesh seamlessly, pins slide precisely into their holes, and finally, perfectly reassemble into a complete lock cylinder. The glow within becomes introverted and profound. The whole process, set against a deep background, creates a mysterious atmosphere of focus, tranquility and full of fantasy mechanical aesthetics.", + "seed": 16564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_2462_seed_16564_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6083324741572141, + "vlm_logprob": -0.6083324741572141, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.6083324741572141, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6952972412109375 + ], + "opposite_logprob_tokens": [ + -0.07029731571674347 + ], + "logprob_reward": -2.6952972412109375, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6952972412109375, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19065231084823608, + 0.06478536874055862, + 0.04130730777978897, + 0.11225815862417221, + 0.06603962928056717, + 0.0575561560690403, + 0.12067510932683945, + 0.052594542503356934, + 0.11158625036478043, + 0.18254518508911133 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -2.6952972412109375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07919254899024963 + ], + "opposite_logprob_tokens": [ + -2.579192638397217 + ], + "logprob_reward": -0.07919254899024963, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07919254899024963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29858502745628357, + 0.0728219598531723, + 0.058371830731630325, + 0.07145337760448456, + 0.022794177755713463, + 0.09535140544176102, + 0.06916898488998413, + 0.049525972455739975, + 0.0598137229681015, + 0.20211350917816162 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.07919254899024963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023335007950663567 + ], + "opposite_logprob_tokens": [ + -3.7733349800109863 + ], + "logprob_reward": -0.023335007950663567, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023335007950663567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20997479557991028, + 0.19002138078212738, + 0.13496311008930206, + 0.06000789254903793, + 0.04832645133137703, + 0.05961034819483757, + 0.05391266196966171, + 0.020686496049165726, + 0.11224453896284103, + 0.1102522611618042 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023335007950663567 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199361860752106 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199361860752106, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199361860752106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159883588552475, + 0.21173179149627686, + 0.0778159350156784, + 0.07047615945339203, + 0.05514448508620262, + 0.07554646581411362, + 0.052176255732774734, + 0.024951772764325142, + 0.09591347724199295, + 0.2202553004026413 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018199361860752106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563821077346802 + ], + "opposite_logprob_tokens": [ + -1.6006381511688232 + ], + "logprob_reward": -0.22563821077346802, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563821077346802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18840695917606354, + 0.14189280569553375, + 0.07592535763978958, + 0.10992613434791565, + 0.05279615893959999, + 0.13915899395942688, + 0.06399046629667282, + 0.0675598606467247, + 0.05737335979938507, + 0.10296986997127533 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.22563821077346802 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in a fluid, orbiting motion, focuses on an ancient copper lock cylinder suspended in a pure black void. Cast from bronze, its surface is mottled with age-worn patina and minute scratches. A mysterious blue glow permeates its inner workings, imbuing the cold metal with a breath of life. As the camera slowly pans, the cylinder begins to disintegrate with a grace that defies the laws of physics. Countless delicate gears, springs, pins, and levers float and spread silently outward, like stars imbued with life, forming a dazzling mechanical nebula in the darkness. Each tiny component rotates independently, reflecting the faint glow of its core. Then, as the camera continues to track, the scattered components, as if drawn by an invisible force, begin to converge steadily and deliberately towards the center along a precise trajectory. Gears mesh seamlessly, pins slide precisely into their holes, and finally, perfectly reassemble into a complete lock cylinder. The glow within becomes introverted and profound. The whole process, set against a deep background, creates a mysterious atmosphere of focus, tranquility and full of fantasy mechanical aesthetics.", + "seed": 16565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_2462_seed_16565_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.701505583897233, + "vlm_logprob": -0.701505583897233, + "vlm_yes_no_margin": 1.6499999940395356, + "vlm_token_credit": -0.701505583897233, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.930180549621582 + ], + "opposite_logprob_tokens": [ + -0.055180616676807404 + ], + "logprob_reward": -2.930180549621582, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.930180549621582, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11267374455928802, + 0.10332128405570984, + 0.3069186508655548, + 0.07867525517940521, + 0.07903116196393967, + 0.04981319606304169, + 0.08815668523311615, + 0.0750371664762497, + 0.059785645455121994, + 0.046587251126766205 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -2.930180549621582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04321319982409477 + ], + "opposite_logprob_tokens": [ + -3.168213129043579 + ], + "logprob_reward": -0.04321319982409477, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04321319982409477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15374219417572021, + 0.05563698709011078, + 0.5815979242324829, + 0.05908558890223503, + 0.02759166993200779, + 0.018981724977493286, + 0.027587058022618294, + 0.0272679440677166, + 0.023684993386268616, + 0.024823904037475586 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04321319982409477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110539399087429 + ], + "opposite_logprob_tokens": [ + -4.511105537414551 + ], + "logprob_reward": -0.01110539399087429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110539399087429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20348253846168518, + 0.03676849231123924, + 0.08524909615516663, + 0.07213485240936279, + 0.13496173918247223, + 0.048437654972076416, + 0.10805101692676544, + 0.11040497571229935, + 0.10976089537143707, + 0.09074867516756058 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01110539399087429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486685186624527 + ], + "opposite_logprob_tokens": [ + -3.048668622970581 + ], + "logprob_reward": -0.0486685186624527, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486685186624527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11345347762107849, + 0.041838329285383224, + 0.3558442294597626, + 0.02171478606760502, + 0.12055069208145142, + 0.1091926246881485, + 0.06964780390262604, + 0.05703079327940941, + 0.06001277267932892, + 0.050714533776044846 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0486685186624527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436025738716125 + ], + "opposite_logprob_tokens": [ + -0.9743602275848389 + ], + "logprob_reward": -0.47436025738716125, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47436025738716125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316516816616058, + 0.09455010294914246, + 0.4267093539237976, + 0.03905348479747772, + 0.04140855371952057, + 0.07012530416250229, + 0.03817427158355713, + 0.017460213974118233, + 0.030954059213399887, + 0.04839945212006569 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.47436025738716125 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in a fluid, orbiting motion, focuses on an ancient copper lock cylinder suspended in a pure black void. Cast from bronze, its surface is mottled with age-worn patina and minute scratches. A mysterious blue glow permeates its inner workings, imbuing the cold metal with a breath of life. As the camera slowly pans, the cylinder begins to disintegrate with a grace that defies the laws of physics. Countless delicate gears, springs, pins, and levers float and spread silently outward, like stars imbued with life, forming a dazzling mechanical nebula in the darkness. Each tiny component rotates independently, reflecting the faint glow of its core. Then, as the camera continues to track, the scattered components, as if drawn by an invisible force, begin to converge steadily and deliberately towards the center along a precise trajectory. Gears mesh seamlessly, pins slide precisely into their holes, and finally, perfectly reassemble into a complete lock cylinder. The glow within becomes introverted and profound. The whole process, set against a deep background, creates a mysterious atmosphere of focus, tranquility and full of fantasy mechanical aesthetics.", + "seed": 16566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_0/index_2462_seed_16566_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.8748340129852294, + "vlm_logprob": -0.8748340129852294, + "vlm_yes_no_margin": 1.05, + "vlm_token_credit": -0.8748340129852294, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.773524522781372 + ], + "opposite_logprob_tokens": [ + -0.023524470627307892 + ], + "logprob_reward": -3.773524522781372, + "yes_no_margin_reward": -3.75, + "token_credit_reward": -3.773524522781372, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3517283797264099, + 0.10614532977342606, + 0.04098206385970116, + 0.1325622946023941, + 0.05458449572324753, + 0.0512281097471714, + 0.07350989431142807, + 0.07229728251695633, + 0.06357640773057938, + 0.0533856600522995 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -3.773524522781372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11336902529001236 + ], + "opposite_logprob_tokens": [ + -2.2383689880371094 + ], + "logprob_reward": -0.11336902529001236, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11336902529001236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31264448165893555, + 0.09073294699192047, + 0.07190553098917007, + 0.1732521951198578, + 0.06509999185800552, + 0.067844919860363, + 0.05423964187502861, + 0.03898883983492851, + 0.04006420820951462, + 0.08522721379995346 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11336902529001236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07017563283443451 + ], + "opposite_logprob_tokens": [ + -2.6951756477355957 + ], + "logprob_reward": -0.07017563283443451, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07017563283443451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17337460815906525, + 0.0937943086028099, + 0.09344843775033951, + 0.08320339024066925, + 0.12771070003509521, + 0.13545747101306915, + 0.047669343650341034, + 0.041087258607149124, + 0.16335977613925934, + 0.04089469090104103 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07017563283443451 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984113246202469 + ], + "opposite_logprob_tokens": [ + -3.529841184616089 + ], + "logprob_reward": -0.02984113246202469, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984113246202469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27116674184799194, + 0.09013805538415909, + 0.05739513039588928, + 0.07961469888687134, + 0.08433248102664948, + 0.11092762649059296, + 0.05010685324668884, + 0.0733451172709465, + 0.062114816159009933, + 0.12085852771997452 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02984113246202469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient copper lock cylinder suspended in a pure black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cylinder surface show age-worn patina and minute scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cylinder disintegrate into floating gears, springs, pins, and levers that form a mechanical nebula?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered components converge and reassemble into a complete lock cylinder along a precise trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan and track motion throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38725975155830383 + ], + "opposite_logprob_tokens": [ + -1.1372597217559814 + ], + "logprob_reward": -0.38725975155830383, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38725975155830383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15144190192222595, + 0.05822325125336647, + 0.09110357612371445, + 0.15789027512073517, + 0.141981840133667, + 0.06291710585355759, + 0.10828947275876999, + 0.12335354834794998, + 0.06449475884437561, + 0.04030425474047661 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.38725975155830383 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_tensor([2361, 2361])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_tensor([2361, 2361])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1bff8ea07ec552af976b07307b46a18bdf368fe4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_tensor([2361, 2361])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tracking shot, shot from a slightly upward angle, follows a motorcycle in profile, the scene imbued with a rich, vivid painterly style, its brushstrokes clearly visible. The vintage cruiser, painted a deep crimson, gleams in the golden evening sun, its chrome engine and exhaust reflecting impasto-like highlights. The rider, clad in a wrinkled black leather jacket and a matte black open-face helmet, leans slightly forward, his hands steady on the handlebars, his posture focused and resolute. The motorcycle travels at a steady, powerful pace along a winding country road, its surface composed of rough brushstrokes of gray and brown. On one side, golden wheat fields sway in the wind, on the other, rolling green hills in the distance, while the sky is a magnificent canvas of bold, swirling oranges, purples, and deep blues. The low-hanging sun casts long, twisting shadows across the ground, and the wheels' rotation seems to stir the paint on the canvas. The entire picture is full of strong textures and saturated colors, creating a dynamic atmosphere that combines freedom, strength and rich artistic flavor.", + "seed": 15753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_2361_seed_15753_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023340798262506724, + "vlm_logprob": -0.023340798262506724, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.023340798262506724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07032287120819092 + ], + "opposite_logprob_tokens": [ + -2.6953229904174805 + ], + "logprob_reward": -0.07032287120819092, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07032287120819092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14238394796848297, + 0.12251671403646469, + 0.06210187077522278, + 0.01697598397731781, + 0.2821960747241974, + 0.1252550333738327, + 0.12784701585769653, + 0.03297197073698044, + 0.07040675729513168, + 0.017344651743769646 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.07032287120819092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09670323133468628, + 0.0931817963719368, + 0.04514322057366371, + 0.029201675206422806, + 0.4534059464931488, + 0.02799222618341446, + 0.04665515199303627, + 0.10244916379451752, + 0.08526519685983658, + 0.020002417266368866 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.014202234335243702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019364668987691402 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019364668987691402, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019364668987691402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09517540037631989, + 0.25021854043006897, + 0.05388212576508522, + 0.014141758903861046, + 0.2544882595539093, + 0.0760268047451973, + 0.15091560781002045, + 0.044986654072999954, + 0.04602871090173721, + 0.014136056415736675 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.0019364668987691402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02832603268325329, + 0.13080036640167236, + 0.03709743544459343, + 0.0288026574999094, + 0.6458716988563538, + 0.0686568170785904, + 0.020152699202299118, + 0.019568393006920815, + 0.015384952537715435, + 0.005338920280337334 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.014187190681695938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605522818863392 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.01605522818863392, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605522818863392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17549514770507812, + 0.13733793795108795, + 0.06066307798027992, + 0.036193471401929855, + 0.08976875245571136, + 0.16691181063652039, + 0.09556520730257034, + 0.15482592582702637, + 0.054147303104400635, + 0.029091380536556244 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.01605522818863392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, shot from a slightly upward angle, follows a motorcycle in profile, the scene imbued with a rich, vivid painterly style, its brushstrokes clearly visible. The vintage cruiser, painted a deep crimson, gleams in the golden evening sun, its chrome engine and exhaust reflecting impasto-like highlights. The rider, clad in a wrinkled black leather jacket and a matte black open-face helmet, leans slightly forward, his hands steady on the handlebars, his posture focused and resolute. The motorcycle travels at a steady, powerful pace along a winding country road, its surface composed of rough brushstrokes of gray and brown. On one side, golden wheat fields sway in the wind, on the other, rolling green hills in the distance, while the sky is a magnificent canvas of bold, swirling oranges, purples, and deep blues. The low-hanging sun casts long, twisting shadows across the ground, and the wheels' rotation seems to stir the paint on the canvas. The entire picture is full of strong textures and saturated colors, creating a dynamic atmosphere that combines freedom, strength and rich artistic flavor.", + "seed": 15754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_2361_seed_15754_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024551265861373395, + "vlm_logprob": -0.024551265861373395, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.024551265861373395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07948314398527145 + ], + "opposite_logprob_tokens": [ + -2.5794830322265625 + ], + "logprob_reward": -0.07948314398527145, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07948314398527145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3197994828224182, + 0.17629197239875793, + 0.025848548859357834, + 0.05094554275274277, + 0.023071717470884323, + 0.04776963219046593, + 0.295044869184494, + 0.024411870166659355, + 0.01929911971092224, + 0.01751718297600746 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07948314398527145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20352347195148468, + 0.16577984392642975, + 0.0406210720539093, + 0.02288602851331234, + 0.03112581931054592, + 0.08453148603439331, + 0.15408968925476074, + 0.04395933821797371, + 0.22286996245384216, + 0.03061327338218689 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026347240433096886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008099374244920909 + ], + "opposite_logprob_tokens": [ + -7.125810146331787 + ], + "logprob_reward": -0.0008099374244920909, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008099374244920909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14364342391490936, + 0.3507068455219269, + 0.2095407247543335, + 0.032866545021533966, + 0.03893420845270157, + 0.05440474674105644, + 0.04147825390100479, + 0.01847052201628685, + 0.06657658517360687, + 0.04337812960147858 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0008099374244920909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019356340635567904 + ], + "opposite_logprob_tokens": [ + -6.2519354820251465 + ], + "logprob_reward": -0.0019356340635567904, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019356340635567904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3319322168827057, + 0.07190500944852829, + 0.11926781386137009, + 0.021093111485242844, + 0.012695656158030033, + 0.041061531752347946, + 0.07396430522203445, + 0.020238680765032768, + 0.027045682072639465, + 0.28079596161842346 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0019356340635567904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014180373400449753 + ], + "opposite_logprob_tokens": [ + -4.2641801834106445 + ], + "logprob_reward": -0.014180373400449753, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014180373400449753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15559101104736328, + 0.41303664445877075, + 0.14894992113113403, + 0.024765904992818832, + 0.044974781572818756, + 0.03148956224322319, + 0.05072843283414841, + 0.056773874908685684, + 0.042555250227451324, + 0.031134609133005142 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014180373400449753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, shot from a slightly upward angle, follows a motorcycle in profile, the scene imbued with a rich, vivid painterly style, its brushstrokes clearly visible. The vintage cruiser, painted a deep crimson, gleams in the golden evening sun, its chrome engine and exhaust reflecting impasto-like highlights. The rider, clad in a wrinkled black leather jacket and a matte black open-face helmet, leans slightly forward, his hands steady on the handlebars, his posture focused and resolute. The motorcycle travels at a steady, powerful pace along a winding country road, its surface composed of rough brushstrokes of gray and brown. On one side, golden wheat fields sway in the wind, on the other, rolling green hills in the distance, while the sky is a magnificent canvas of bold, swirling oranges, purples, and deep blues. The low-hanging sun casts long, twisting shadows across the ground, and the wheels' rotation seems to stir the paint on the canvas. The entire picture is full of strong textures and saturated colors, creating a dynamic atmosphere that combines freedom, strength and rich artistic flavor.", + "seed": 15755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_2361_seed_15755_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02080548588419333, + "vlm_logprob": -0.02080548588419333, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.02080548588419333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062810517847538 + ], + "opposite_logprob_tokens": [ + -2.8128104209899902 + ], + "logprob_reward": -0.062810517847538, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062810517847538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24935905635356903, + 0.18337908387184143, + 0.08175785094499588, + 0.07278141379356384, + 0.023461883887648582, + 0.05502386763691902, + 0.13746553659439087, + 0.029192175716161728, + 0.12308838963508606, + 0.04449077323079109 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.062810517847538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17994670569896698, + 0.2027720957994461, + 0.12005773186683655, + 0.0659913644194603, + 0.034815870225429535, + 0.0795053169131279, + 0.07948145270347595, + 0.05984662100672722, + 0.07085246592760086, + 0.10673033446073532 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.023291917517781258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005588161875493824 + ], + "opposite_logprob_tokens": [ + -7.500558853149414 + ], + "logprob_reward": -0.0005588161875493824, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005588161875493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282588094472885, + 0.0601324737071991, + 0.5029921531677246, + 0.024203188717365265, + 0.02584485523402691, + 0.05063008517026901, + 0.045588333159685135, + 0.057895489037036896, + 0.06800490617752075, + 0.036449722945690155 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0005588161875493824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003186626825481653 + ], + "opposite_logprob_tokens": [ + -5.7531867027282715 + ], + "logprob_reward": -0.003186626825481653, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003186626825481653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49874261021614075, + 0.0626303181052208, + 0.13816876709461212, + 0.02882053144276142, + 0.05782933905720711, + 0.07548491656780243, + 0.01494806818664074, + 0.026448965072631836, + 0.0503624826669693, + 0.04656396061182022 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.003186626825481653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014179551042616367 + ], + "opposite_logprob_tokens": [ + -4.264179706573486 + ], + "logprob_reward": -0.014179551042616367, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014179551042616367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16430535912513733, + 0.07625383883714676, + 0.10392064601182938, + 0.05308670550584793, + 0.06295131891965866, + 0.25570446252822876, + 0.09528748691082001, + 0.04022112861275673, + 0.08727920800447464, + 0.060989852994680405 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.014179551042616367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, shot from a slightly upward angle, follows a motorcycle in profile, the scene imbued with a rich, vivid painterly style, its brushstrokes clearly visible. The vintage cruiser, painted a deep crimson, gleams in the golden evening sun, its chrome engine and exhaust reflecting impasto-like highlights. The rider, clad in a wrinkled black leather jacket and a matte black open-face helmet, leans slightly forward, his hands steady on the handlebars, his posture focused and resolute. The motorcycle travels at a steady, powerful pace along a winding country road, its surface composed of rough brushstrokes of gray and brown. On one side, golden wheat fields sway in the wind, on the other, rolling green hills in the distance, while the sky is a magnificent canvas of bold, swirling oranges, purples, and deep blues. The low-hanging sun casts long, twisting shadows across the ground, and the wheels' rotation seems to stir the paint on the canvas. The entire picture is full of strong textures and saturated colors, creating a dynamic atmosphere that combines freedom, strength and rich artistic flavor.", + "seed": 15756, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_1/index_2361_seed_15756_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02109806428197771, + "vlm_logprob": -0.02109806428197771, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.02109806428197771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06255815178155899 + ], + "opposite_logprob_tokens": [ + -2.812558174133301 + ], + "logprob_reward": -0.06255815178155899, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06255815178155899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1183924600481987, + 0.0252282302826643, + 0.015446948818862438, + 0.6256011724472046, + 0.021472103893756866, + 0.025720473378896713, + 0.008808070793747902, + 0.019069215282797813, + 0.04727456346154213, + 0.09298673272132874 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.06255815178155899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069892793893814 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016069892793893814, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069892793893814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1830199658870697, + 0.14085738360881805, + 0.03374122828245163, + 0.26664701104164124, + 0.12579187750816345, + 0.05242275074124336, + 0.03423167020082474, + 0.043801017105579376, + 0.04035114124417305, + 0.07913593202829361 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.016069892793893814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010382506297901273 + ], + "opposite_logprob_tokens": [ + -6.876038074493408 + ], + "logprob_reward": -0.0010382506297901273, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010382506297901273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04107813164591789, + 0.023320075124502182, + 0.008509992621839046, + 0.751247763633728, + 0.09834738820791245, + 0.02545451931655407, + 0.012490210123360157, + 0.007552275899797678, + 0.015919746831059456, + 0.016079839318990707 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0010382506297901273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772081859409809 + ], + "opposite_logprob_tokens": [ + -4.634772300720215 + ], + "logprob_reward": -0.009772081859409809, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772081859409809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0074597494676709175, + 0.0032661540899425745, + 0.002348814159631729, + 0.9766055345535278, + 0.0012584853684529662, + 0.002590579679235816, + 0.0023699498269706964, + 0.0009933472611010075, + 0.0020620422437787056, + 0.0010453223949298263 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.009772081859409809 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cruiser motorcycle painted deep crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rider wearing a wrinkled black leather jacket and a matte black open-face helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a rich, vivid painterly style with clearly visible brushstrokes and impasto-like highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a winding country road with golden wheat fields on one side and rolling green hills in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle tracking the motorcycle in profile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016051944345235825 + ], + "opposite_logprob_tokens": [ + -4.141051769256592 + ], + "logprob_reward": -0.016051944345235825, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016051944345235825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029718948528170586, + 0.08247648924589157, + 0.03462180867791176, + 0.6509565711021423, + 0.1433267742395401, + 0.014266072772443295, + 0.010216115042567253, + 0.011256945319473743, + 0.009490028023719788, + 0.013670225627720356 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.016051944345235825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_tensor([1036, 1036])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_tensor([1036, 1036])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b67e2be33f7f1e47a30c4107397e51915fd58a9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_tensor([1036, 1036])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning macro close-up shot, the camera tilts down at an almost imperceptible speed, focusing on an exquisite antique ring as it begins to slide down a sheet of deep sapphire silk, stretched across its gently folds. Crafted from gold with a warm, aged patina, the ring's band is engraved with intricate, delicate hand-engraved filigree patterns, revealing the marks of meticulous craftsmanship etched over time. At the ring's apex, a large, lustrous cream pearl rests securely in an elegant prong setting, its surface reflecting a soft, diffuse halo of light. With the gentle pull of gravity, the ring begins its graceful, unstoppable descent, skimming almost frictionlessly across the silk's smooth surface, sliding steadily and deliberately down one of its gentle slopes. A single, warm light source, emanating from the side, casts long, soft shadows across the scene, converging into a bright highlight on the pearl's curved surface and outlining the delicate contours of the gold filigree. The whole picture is immersed in a quiet, slightly melancholic and elegant atmosphere, full of the texture of time and silent stories.", + "seed": 17033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_1036_seed_17033_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034282222483307125, + "vlm_logprob": -0.034282222483307125, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.034282222483307125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025723245926201344 + ], + "opposite_logprob_tokens": [ + -6.252572536468506 + ], + "logprob_reward": -0.0025723245926201344, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0025723245926201344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2527414560317993, + 0.07506385445594788, + 0.042619738727808, + 0.2282291054725647, + 0.09079690277576447, + 0.05742130056023598, + 0.05214768648147583, + 0.02005300298333168, + 0.1119583323597908, + 0.06896860152482986 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0025723245926201344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675229262560606 + ], + "opposite_logprob_tokens": [ + -5.0067524909973145 + ], + "logprob_reward": -0.00675229262560606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675229262560606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20798274874687195, + 0.1641901135444641, + 0.09803830087184906, + 0.06564529240131378, + 0.13620658218860626, + 0.08149941265583038, + 0.07096956670284271, + 0.030343705788254738, + 0.09207069873809814, + 0.053053583949804306 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00675229262560606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749569438397884 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.006749569438397884, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749569438397884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19429711997509003, + 0.14680835604667664, + 0.07262034714221954, + 0.1395564079284668, + 0.06261967867612839, + 0.07425056397914886, + 0.08984985202550888, + 0.016532545909285545, + 0.08402565866708755, + 0.11943947523832321 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006749569438397884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3443552851676941, + 0.1426442563533783, + 0.07463732361793518, + 0.07009246200323105, + 0.03745612874627113, + 0.08958131819963455, + 0.036345772445201874, + 0.054678093641996384, + 0.04205463081598282, + 0.10815472900867462 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012538531795144081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279839396476746 + ], + "opposite_logprob_tokens": [ + -2.01779842376709 + ], + "logprob_reward": -0.14279839396476746, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279839396476746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17046254873275757, + 0.1650792807340622, + 0.08602733165025711, + 0.22499769926071167, + 0.11825574189424515, + 0.1148851290345192, + 0.04800574481487274, + 0.022328367456793785, + 0.02651001326739788, + 0.023448068648576736 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.14279839396476746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up shot, the camera tilts down at an almost imperceptible speed, focusing on an exquisite antique ring as it begins to slide down a sheet of deep sapphire silk, stretched across its gently folds. Crafted from gold with a warm, aged patina, the ring's band is engraved with intricate, delicate hand-engraved filigree patterns, revealing the marks of meticulous craftsmanship etched over time. At the ring's apex, a large, lustrous cream pearl rests securely in an elegant prong setting, its surface reflecting a soft, diffuse halo of light. With the gentle pull of gravity, the ring begins its graceful, unstoppable descent, skimming almost frictionlessly across the silk's smooth surface, sliding steadily and deliberately down one of its gentle slopes. A single, warm light source, emanating from the side, casts long, soft shadows across the scene, converging into a bright highlight on the pearl's curved surface and outlining the delicate contours of the gold filigree. The whole picture is immersed in a quiet, slightly melancholic and elegant atmosphere, full of the texture of time and silent stories.", + "seed": 17034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_1036_seed_17034_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024328649463132023, + "vlm_logprob": -0.024328649463132023, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.024328649463132023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002538912231102586 + ], + "opposite_logprob_tokens": [ + -6.127538681030273 + ], + "logprob_reward": -0.002538912231102586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002538912231102586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17083656787872314, + 0.07179221510887146, + 0.058706726878881454, + 0.27055492997169495, + 0.04236162081360817, + 0.07549326866865158, + 0.08681737631559372, + 0.11956550180912018, + 0.047829944640398026, + 0.05604187771677971 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.002538912231102586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002500266768038273 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.002500266768038273, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002500266768038273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13778500258922577, + 0.11840201169252396, + 0.13797597587108612, + 0.06679662317037582, + 0.054000891745090485, + 0.14760643243789673, + 0.08293764293193817, + 0.07434434443712234, + 0.08295684307813644, + 0.09719420224428177 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.002500266768038273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007647759281098843 + ], + "opposite_logprob_tokens": [ + -4.88264799118042 + ], + "logprob_reward": -0.007647759281098843, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007647759281098843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16261309385299683, + 0.1270160675048828, + 0.07152888923883438, + 0.23007671535015106, + 0.05110239237546921, + 0.07424314320087433, + 0.05929788202047348, + 0.09586818516254425, + 0.07493839412927628, + 0.05331520736217499 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007647759281098843 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12505477666854858, + 0.14354799687862396, + 0.0552312508225441, + 0.13230347633361816, + 0.1931845098733902, + 0.05710446834564209, + 0.05238070338964462, + 0.07329025864601135, + 0.0671827495098114, + 0.10071981698274612 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031744092702866 + ], + "opposite_logprob_tokens": [ + -2.3503174781799316 + ], + "logprob_reward": -0.10031744092702866, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031744092702866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08572042733430862, + 0.07688680291175842, + 0.024167625233530998, + 0.044282466173172, + 0.04430152848362923, + 0.11262385547161102, + 0.11373256891965866, + 0.30493390560150146, + 0.08293838798999786, + 0.11041242629289627 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.10031744092702866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up shot, the camera tilts down at an almost imperceptible speed, focusing on an exquisite antique ring as it begins to slide down a sheet of deep sapphire silk, stretched across its gently folds. Crafted from gold with a warm, aged patina, the ring's band is engraved with intricate, delicate hand-engraved filigree patterns, revealing the marks of meticulous craftsmanship etched over time. At the ring's apex, a large, lustrous cream pearl rests securely in an elegant prong setting, its surface reflecting a soft, diffuse halo of light. With the gentle pull of gravity, the ring begins its graceful, unstoppable descent, skimming almost frictionlessly across the silk's smooth surface, sliding steadily and deliberately down one of its gentle slopes. A single, warm light source, emanating from the side, casts long, soft shadows across the scene, converging into a bright highlight on the pearl's curved surface and outlining the delicate contours of the gold filigree. The whole picture is immersed in a quiet, slightly melancholic and elegant atmosphere, full of the texture of time and silent stories.", + "seed": 17035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_1036_seed_17035_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.055255016684532164, + "vlm_logprob": -0.055255016684532164, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.055255016684532164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035343817435204983 + ], + "opposite_logprob_tokens": [ + -5.878534317016602 + ], + "logprob_reward": -0.0035343817435204983, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0035343817435204983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3138655424118042, + 0.3367272913455963, + 0.07714209705591202, + 0.04100610315799713, + 0.10702625662088394, + 0.023164106532931328, + 0.02422741986811161, + 0.016551565378904343, + 0.020639078691601753, + 0.039650578051805496 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0035343817435204983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266245920211077 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266245920211077, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266245920211077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14116168022155762, + 0.13917756080627441, + 0.2621747553348541, + 0.04525962471961975, + 0.12332119047641754, + 0.05825771391391754, + 0.027253679931163788, + 0.021327439695596695, + 0.03285785764455795, + 0.14920850098133087 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.005266245920211077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652813732624054 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652813732624054, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652813732624054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16635581851005554, + 0.222000390291214, + 0.0708308070898056, + 0.09561362862586975, + 0.2184375375509262, + 0.049368225038051605, + 0.02813543565571308, + 0.040773116052150726, + 0.053574007004499435, + 0.0549110509455204 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008652813732624054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735360249876976 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735360249876976, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735360249876976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2903771698474884, + 0.12475649267435074, + 0.11248645931482315, + 0.05358276516199112, + 0.05641493573784828, + 0.04348810762166977, + 0.03013973869383335, + 0.14413277804851532, + 0.061487067490816116, + 0.08313444256782532 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.006735360249876976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520862817764282 + ], + "opposite_logprob_tokens": [ + -1.5020862817764282 + ], + "logprob_reward": -0.2520862817764282, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520862817764282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.380023330450058, + 0.1861136108636856, + 0.0861380472779274, + 0.03164471685886383, + 0.08400142192840576, + 0.0629747062921524, + 0.06630965322256088, + 0.05358848348259926, + 0.022492168471217155, + 0.02671387977898121 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2520862817764282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning macro close-up shot, the camera tilts down at an almost imperceptible speed, focusing on an exquisite antique ring as it begins to slide down a sheet of deep sapphire silk, stretched across its gently folds. Crafted from gold with a warm, aged patina, the ring's band is engraved with intricate, delicate hand-engraved filigree patterns, revealing the marks of meticulous craftsmanship etched over time. At the ring's apex, a large, lustrous cream pearl rests securely in an elegant prong setting, its surface reflecting a soft, diffuse halo of light. With the gentle pull of gravity, the ring begins its graceful, unstoppable descent, skimming almost frictionlessly across the silk's smooth surface, sliding steadily and deliberately down one of its gentle slopes. A single, warm light source, emanating from the side, casts long, soft shadows across the scene, converging into a bright highlight on the pearl's curved surface and outlining the delicate contours of the gold filigree. The whole picture is immersed in a quiet, slightly melancholic and elegant atmosphere, full of the texture of time and silent stories.", + "seed": 17036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_10/index_1036_seed_17036_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037928728945553304, + "vlm_logprob": -0.037928728945553304, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.037928728945553304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005131645128130913 + ], + "opposite_logprob_tokens": [ + -5.380131721496582 + ], + "logprob_reward": -0.005131645128130913, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005131645128130913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09544244408607483, + 0.0660725012421608, + 0.09515499323606491, + 0.20408274233341217, + 0.18944384157657623, + 0.1265733242034912, + 0.04883381724357605, + 0.0507921501994133, + 0.035096269100904465, + 0.08850789070129395 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.005131645128130913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032055205665528774 + ], + "opposite_logprob_tokens": [ + -5.753205299377441 + ], + "logprob_reward": -0.0032055205665528774, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032055205665528774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1401199847459793, + 0.2513780891895294, + 0.047828495502471924, + 0.20205162465572357, + 0.15868940949440002, + 0.05553019046783447, + 0.0344017930328846, + 0.04496656358242035, + 0.01919548772275448, + 0.045838356018066406 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.0032055205665528774 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215514995157719 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215514995157719, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215514995157719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32813313603401184, + 0.1243942379951477, + 0.05951305851340294, + 0.24928735196590424, + 0.05843779817223549, + 0.06473040580749512, + 0.024974828585982323, + 0.03408137336373329, + 0.013261022977530956, + 0.04318683594465256 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014215514995157719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736662704497576 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736662704497576, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736662704497576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.331498920917511, + 0.1835271418094635, + 0.08901581913232803, + 0.16672758758068085, + 0.042725205421447754, + 0.07017449289560318, + 0.03101099468767643, + 0.04995941370725632, + 0.009376239962875843, + 0.025984201580286026 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006736662704497576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on an antique gold ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ring sliding down a sheet of deep sapphire silk with gentle folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ring feature a large cream pearl in a prong setting with intricate hand-engraved filigree patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single warm light source from the side casting long soft shadows and a bright highlight on the pearl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt down at an almost imperceptible speed while the ring slides down the silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035430133342743 + ], + "opposite_logprob_tokens": [ + -1.9103542566299438 + ], + "logprob_reward": -0.16035430133342743, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035430133342743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5290344953536987, + 0.06430840492248535, + 0.06834937632083893, + 0.1055067777633667, + 0.09237297624349594, + 0.08311208337545395, + 0.012246467173099518, + 0.01892239786684513, + 0.017609909176826477, + 0.008537043817341328 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.16035430133342743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_tensor([310, 310])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_tensor([310, 310])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5d0b802ff84e823da139a2fa4ca867e062ab54de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_tensor([310, 310])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, taken from a medium close-up and slightly from an upward angle, captures a man in extreme exhaustion. His messy, short, dark hair, slightly damp with sweat, clings to his pale forehead. His sunken eyes are etched with dark circles, and every fine line on his face bears the weight of mental strain. He stands before a rough concrete wall. A single, harsh, cold-blue light source, emanating from the side and below, sharply cuts his outline and casts a vast, dramatically elongating shadow behind him. As he slowly, almost in submission, closes his heavy eyes, his facial muscles instantly relax as all support is released. The once clear shadow behind him wriggles and deforms, stretching infinitely upwards, seemingly consuming the space. The entire image is shrouded in a cold, blue hue. The light creates sharp highlights on the man's high nose and cheekbones, contrasting sharply with the deep shadows on his cheeks and neck, creating an atmosphere of profound loneliness and mental exhaustion, imbued with a cinematic sense of oppression.", + "seed": 18788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_310_seed_18788_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06054939553141594, + "vlm_logprob": -0.06054939553141594, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06054939553141594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029207566753029823 + ], + "opposite_logprob_tokens": [ + -3.904207468032837 + ], + "logprob_reward": -0.029207566753029823, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.029207566753029823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2962052822113037, + 0.05604761838912964, + 0.05643061548471451, + 0.10303514450788498, + 0.08272234350442886, + 0.07401029765605927, + 0.13990122079849243, + 0.08123471587896347, + 0.07214254140853882, + 0.0382702611386776 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.029207566753029823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026379169896245003 + ], + "opposite_logprob_tokens": [ + -3.651379108428955 + ], + "logprob_reward": -0.026379169896245003, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026379169896245003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35799291729927063, + 0.08531392365694046, + 0.15840065479278564, + 0.04812285676598549, + 0.07573772221803665, + 0.07325669378042221, + 0.05917847901582718, + 0.03899512067437172, + 0.06302640587091446, + 0.039975281804800034 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026379169896245003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810085728764534 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810085728764534, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810085728764534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17729605734348297, + 0.1471216231584549, + 0.0788656622171402, + 0.06970015913248062, + 0.2432965487241745, + 0.06089598685503006, + 0.03518419340252876, + 0.06984487920999527, + 0.06580349057912827, + 0.05199147388339043 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03810085728764534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867635294795036 + ], + "opposite_logprob_tokens": [ + -3.0486762523651123 + ], + "logprob_reward": -0.04867635294795036, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867635294795036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26688119769096375, + 0.07363428920507431, + 0.18684358894824982, + 0.06593118607997894, + 0.10752005875110626, + 0.048376645892858505, + 0.05008324980735779, + 0.07022737711668015, + 0.08999718725681305, + 0.04050527513027191 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04867635294795036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038303077220917 + ], + "opposite_logprob_tokens": [ + -1.9103829860687256 + ], + "logprob_reward": -0.16038303077220917, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038303077220917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22725851833820343, + 0.11600671708583832, + 0.06274846196174622, + 0.0997001901268959, + 0.041138164699077606, + 0.2410576492547989, + 0.08919477462768555, + 0.02721681259572506, + 0.043936122208833694, + 0.05174260959029198 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16038303077220917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, taken from a medium close-up and slightly from an upward angle, captures a man in extreme exhaustion. His messy, short, dark hair, slightly damp with sweat, clings to his pale forehead. His sunken eyes are etched with dark circles, and every fine line on his face bears the weight of mental strain. He stands before a rough concrete wall. A single, harsh, cold-blue light source, emanating from the side and below, sharply cuts his outline and casts a vast, dramatically elongating shadow behind him. As he slowly, almost in submission, closes his heavy eyes, his facial muscles instantly relax as all support is released. The once clear shadow behind him wriggles and deforms, stretching infinitely upwards, seemingly consuming the space. The entire image is shrouded in a cold, blue hue. The light creates sharp highlights on the man's high nose and cheekbones, contrasting sharply with the deep shadows on his cheeks and neck, creating an atmosphere of profound loneliness and mental exhaustion, imbued with a cinematic sense of oppression.", + "seed": 18789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_310_seed_18789_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05040903203189373, + "vlm_logprob": -0.05040903203189373, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05040903203189373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029263021424412727 + ], + "opposite_logprob_tokens": [ + -4.029263019561768 + ], + "logprob_reward": -0.029263021424412727, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.029263021424412727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09558924287557602, + 0.04754675552248955, + 0.03344164788722992, + 0.06199493631720543, + 0.32449662685394287, + 0.045801542699337006, + 0.029483474791049957, + 0.22244925796985626, + 0.03358941525220871, + 0.10560716688632965 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.029263021424412727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016097459942102432 + ], + "opposite_logprob_tokens": [ + -4.141097545623779 + ], + "logprob_reward": -0.016097459942102432, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016097459942102432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04896083101630211, + 0.03859842196106911, + 0.02118985541164875, + 0.02263523079454899, + 0.4738234281539917, + 0.0076324306428432465, + 0.23167556524276733, + 0.08452627062797546, + 0.009264567866921425, + 0.0616934597492218 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.016097459942102432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900034636259079 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900034636259079, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900034636259079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03326307609677315, + 0.03796430677175522, + 0.020023316144943237, + 0.027090614661574364, + 0.5885704755783081, + 0.019865913316607475, + 0.17177775502204895, + 0.03411872312426567, + 0.02483893744647503, + 0.042486872524023056 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.07900034636259079 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868464171886444 + ], + "opposite_logprob_tokens": [ + -3.048684597015381 + ], + "logprob_reward": -0.04868464171886444, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868464171886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09185304492712021, + 0.04223595932126045, + 0.014773229137063026, + 0.017118437215685844, + 0.35728341341018677, + 0.005529040936380625, + 0.2639129161834717, + 0.15940167009830475, + 0.004638792481273413, + 0.043253496289253235 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.04868464171886444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899969071149826 + ], + "opposite_logprob_tokens": [ + -2.5789997577667236 + ], + "logprob_reward": -0.07899969071149826, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899969071149826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0676686018705368, + 0.03239984065294266, + 0.04701828211545944, + 0.059691350907087326, + 0.28572434186935425, + 0.013266976922750473, + 0.13446098566055298, + 0.19678758084774017, + 0.019803887233138084, + 0.14317819476127625 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.07899969071149826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, taken from a medium close-up and slightly from an upward angle, captures a man in extreme exhaustion. His messy, short, dark hair, slightly damp with sweat, clings to his pale forehead. His sunken eyes are etched with dark circles, and every fine line on his face bears the weight of mental strain. He stands before a rough concrete wall. A single, harsh, cold-blue light source, emanating from the side and below, sharply cuts his outline and casts a vast, dramatically elongating shadow behind him. As he slowly, almost in submission, closes his heavy eyes, his facial muscles instantly relax as all support is released. The once clear shadow behind him wriggles and deforms, stretching infinitely upwards, seemingly consuming the space. The entire image is shrouded in a cold, blue hue. The light creates sharp highlights on the man's high nose and cheekbones, contrasting sharply with the deep shadows on his cheeks and neck, creating an atmosphere of profound loneliness and mental exhaustion, imbued with a cinematic sense of oppression.", + "seed": 18790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_310_seed_18790_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02424020916223526, + "vlm_logprob": -0.02424020916223526, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02424020916223526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046418335288763046 + ], + "opposite_logprob_tokens": [ + -3.7964184284210205 + ], + "logprob_reward": -0.046418335288763046, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.046418335288763046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05688291788101196, + 0.026967959478497505, + 0.031604353338479996, + 0.07112288475036621, + 0.023458773270249367, + 0.01627657562494278, + 0.027652811259031296, + 0.02532554790377617, + 0.021957874298095703, + 0.6987503170967102 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.046418335288763046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866463128477335 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.00866463128477335, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866463128477335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11958469450473785, + 0.0347580648958683, + 0.033251408487558365, + 0.05596499517560005, + 0.026341188699007034, + 0.03310747444629669, + 0.02143692970275879, + 0.04117369279265404, + 0.02685404196381569, + 0.607527494430542 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.00866463128477335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033711932599544525 + ], + "opposite_logprob_tokens": [ + -3.4087119102478027 + ], + "logprob_reward": -0.033711932599544525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033711932599544525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0412236712872982, + 0.027004219591617584, + 0.05212509632110596, + 0.017444590106606483, + 0.0470014289021492, + 0.03516875579953194, + 0.022655919194221497, + 0.021090295165777206, + 0.02513071522116661, + 0.7111552953720093 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.033711932599544525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820732094347477 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.01820732094347477, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820732094347477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05014905706048012, + 0.04004931077361107, + 0.07555962353944778, + 0.10868294537067413, + 0.05438946932554245, + 0.08751023560762405, + 0.11996149271726608, + 0.08407310396432877, + 0.04536229744553566, + 0.3342624306678772 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.01820732094347477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419882569462061 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419882569462061, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419882569462061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06665975600481033, + 0.03509855642914772, + 0.04544615000486374, + 0.08193742483854294, + 0.0444333478808403, + 0.0931689441204071, + 0.09451738744974136, + 0.17350269854068756, + 0.044681377708911896, + 0.32055434584617615 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.01419882569462061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, taken from a medium close-up and slightly from an upward angle, captures a man in extreme exhaustion. His messy, short, dark hair, slightly damp with sweat, clings to his pale forehead. His sunken eyes are etched with dark circles, and every fine line on his face bears the weight of mental strain. He stands before a rough concrete wall. A single, harsh, cold-blue light source, emanating from the side and below, sharply cuts his outline and casts a vast, dramatically elongating shadow behind him. As he slowly, almost in submission, closes his heavy eyes, his facial muscles instantly relax as all support is released. The once clear shadow behind him wriggles and deforms, stretching infinitely upwards, seemingly consuming the space. The entire image is shrouded in a cold, blue hue. The light creates sharp highlights on the man's high nose and cheekbones, contrasting sharply with the deep shadows on his cheeks and neck, creating an atmosphere of profound loneliness and mental exhaustion, imbued with a cinematic sense of oppression.", + "seed": 18791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_11/index_310_seed_18791_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04124118238687515, + "vlm_logprob": -0.04124118238687515, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04124118238687515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017820017412304878 + ], + "opposite_logprob_tokens": [ + -4.517819881439209 + ], + "logprob_reward": -0.017820017412304878, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.017820017412304878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14772915840148926, + 0.02359299547970295, + 0.31352758407592773, + 0.05110848322510719, + 0.22564975917339325, + 0.14760935306549072, + 0.02895950898528099, + 0.02774857170879841, + 0.0172287467867136, + 0.016845891252160072 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.017820017412304878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563018128275871 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563018128275871, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563018128275871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.293626993894577, + 0.051172319799661636, + 0.262792706489563, + 0.06515740603208542, + 0.1345335692167282, + 0.030430149286985397, + 0.029929667711257935, + 0.04877946525812149, + 0.031372521072626114, + 0.05220523104071617 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.012563018128275871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866397753357887 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866397753357887, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866397753357887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23506903648376465, + 0.039446476846933365, + 0.4031188488006592, + 0.06308570504188538, + 0.09412509948015213, + 0.06051934137940407, + 0.030127592384815216, + 0.03841609135270119, + 0.016860414296388626, + 0.019231360405683517 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.04866397753357887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811485692858696 + ], + "opposite_logprob_tokens": [ + -3.2881147861480713 + ], + "logprob_reward": -0.03811485692858696, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811485692858696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1834847331047058, + 0.0471947006881237, + 0.16580799221992493, + 0.1171935647726059, + 0.1435135006904602, + 0.1800726354122162, + 0.02921617403626442, + 0.07095745205879211, + 0.04254459962248802, + 0.02001454308629036 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03811485692858696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hair messy, short, dark, and slightly damp with sweat clinging to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single harsh cold-blue light source coming from the side and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shadow behind the man wriggle and deform while stretching upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man close his heavy eyes and relax his facial muscles as the shadow deforms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904404193162918 + ], + "opposite_logprob_tokens": [ + -2.4640440940856934 + ], + "logprob_reward": -0.08904404193162918, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904404193162918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31912922859191895, + 0.030543386936187744, + 0.2324378788471222, + 0.03594009950757027, + 0.15759114921092987, + 0.11195247620344162, + 0.03099522367119789, + 0.02776387147605419, + 0.027408795431256294, + 0.026237856596708298 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08904404193162918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_tensor([3944, 3944])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_tensor([3944, 3944])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ad3cbd9be481690dfeb1fead9113a1ed344a8c06 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_tensor([3944, 3944])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic drone shot follows closely, following an Asian man in a crisp, dark charcoal-gray suit as he glides smoothly through the vast air between two skyscrapers with a grace that defies the laws of physics. Slightly above his horizon, the camera captures his elongated, steady form, as if he were stepping on invisible air, his movements reminiscent of a martial arts master. Beneath his impeccably tailored suit jacket lies a crisp white shirt and a narrow, dark silk tie that billows backwards in the wind, its hems undulating but never a touch disheveled. His face is calm and focused, his gaze fixed firmly on the platform of the next building ahead. The fading light of the evening sun casts a sharp golden outline on his dark suit, casting a shifting, warm glow across the surrounding glass walls. Below is a bustling city canyon. The lights of countless vehicles have merged into a flowing river of light. The sky is dyed a gradient of warm orange-red and deep purple. Thin clouds and mist are lingering between the buildings. The whole picture combines the elegance of martial arts, the grandeur of surrealism and the coldness of the modern city, creating a breathtaking visual spectacle.", + "seed": 30076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_3944_seed_30076_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.180175876384601, + "vlm_logprob": -0.180175876384601, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.180175876384601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3877122104167938 + ], + "opposite_logprob_tokens": [ + -1.1377122402191162 + ], + "logprob_reward": -0.3877122104167938, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3877122104167938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08815939724445343, + 0.03773193061351776, + 0.13704310357570648, + 0.20734810829162598, + 0.06946665048599243, + 0.047831423580646515, + 0.12065824866294861, + 0.12256787717342377, + 0.07556061446666718, + 0.09363265335559845 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.3877122104167938 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474310040473938 + ], + "opposite_logprob_tokens": [ + -0.974310040473938 + ], + "logprob_reward": -0.474310040473938, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474310040473938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0842164009809494, + 0.03718799725174904, + 0.14641398191452026, + 0.25062790513038635, + 0.06261537969112396, + 0.057051222771406174, + 0.049883369356393814, + 0.08171334117650986, + 0.035572439432144165, + 0.19471794366836548 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.474310040473938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591415464878082 + ], + "opposite_logprob_tokens": [ + -3.8955914974212646 + ], + "logprob_reward": -0.020591415464878082, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591415464878082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14343807101249695, + 0.06568888574838638, + 0.13626612722873688, + 0.19769887626171112, + 0.10145989060401917, + 0.04112164303660393, + 0.10721272230148315, + 0.11166206002235413, + 0.04799291118979454, + 0.04745883494615555 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020591415464878082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021969962399452925 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021969962399452925, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021969962399452925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15051773190498352, + 0.056708794087171555, + 0.11644017696380615, + 0.18129010498523712, + 0.08932428807020187, + 0.1018800139427185, + 0.09389464557170868, + 0.052697792649269104, + 0.08535251021385193, + 0.07189396768808365 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0021969962399452925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160687193274498 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160687193274498, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160687193274498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12029749900102615, + 0.11448583006858826, + 0.1393294632434845, + 0.16700762510299683, + 0.0730971246957779, + 0.05177455022931099, + 0.10908672958612442, + 0.0289565771818161, + 0.1372750699520111, + 0.05868954956531525 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.0160687193274498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot follows closely, following an Asian man in a crisp, dark charcoal-gray suit as he glides smoothly through the vast air between two skyscrapers with a grace that defies the laws of physics. Slightly above his horizon, the camera captures his elongated, steady form, as if he were stepping on invisible air, his movements reminiscent of a martial arts master. Beneath his impeccably tailored suit jacket lies a crisp white shirt and a narrow, dark silk tie that billows backwards in the wind, its hems undulating but never a touch disheveled. His face is calm and focused, his gaze fixed firmly on the platform of the next building ahead. The fading light of the evening sun casts a sharp golden outline on his dark suit, casting a shifting, warm glow across the surrounding glass walls. Below is a bustling city canyon. The lights of countless vehicles have merged into a flowing river of light. The sky is dyed a gradient of warm orange-red and deep purple. Thin clouds and mist are lingering between the buildings. The whole picture combines the elegance of martial arts, the grandeur of surrealism and the coldness of the modern city, creating a breathtaking visual spectacle.", + "seed": 30077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_3944_seed_30077_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11656926372088491, + "vlm_logprob": -0.11656926372088491, + "vlm_yes_no_margin": 3.200000011920929, + "vlm_token_credit": -0.11656926372088491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10105052590370178 + ], + "opposite_logprob_tokens": [ + -2.351050615310669 + ], + "logprob_reward": -0.10105052590370178, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10105052590370178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2779167592525482, + 0.11969050019979477, + 0.07156246900558472, + 0.04988349974155426, + 0.03340214118361473, + 0.10910948365926743, + 0.09630995243787766, + 0.12578341364860535, + 0.03093748539686203, + 0.08540423959493637 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.10105052590370178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42897099256515503 + ], + "opposite_logprob_tokens": [ + -1.0539710521697998 + ], + "logprob_reward": -0.42897099256515503, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42897099256515503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09318837523460388, + 0.37783539295196533, + 0.06151117384433746, + 0.04176013544201851, + 0.023800209164619446, + 0.08823800832033157, + 0.03433642163872719, + 0.047434303909540176, + 0.033542197197675705, + 0.1983538568019867 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.42897099256515503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291567340493202 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291567340493202, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291567340493202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12213964760303497, + 0.07772436738014221, + 0.1266009658575058, + 0.0714515969157219, + 0.04849763959646225, + 0.07663261890411377, + 0.1015395000576973, + 0.1621764451265335, + 0.057654835283756256, + 0.15558238327503204 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.023291567340493202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189360024407506 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189360024407506, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189360024407506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08487392961978912, + 0.08464962989091873, + 0.047967713326215744, + 0.04131831228733063, + 0.032728344202041626, + 0.12348922342061996, + 0.029393931850790977, + 0.12338967621326447, + 0.05797180160880089, + 0.3742174804210663 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.003189360024407506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343872770667076 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343872770667076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343872770667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356843262910843, + 0.06481421738862991, + 0.03667004406452179, + 0.04266037419438362, + 0.04042389616370201, + 0.4330025017261505, + 0.03953879699110985, + 0.03042643889784813, + 0.0344109833240509, + 0.1423683762550354 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.026343872770667076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot follows closely, following an Asian man in a crisp, dark charcoal-gray suit as he glides smoothly through the vast air between two skyscrapers with a grace that defies the laws of physics. Slightly above his horizon, the camera captures his elongated, steady form, as if he were stepping on invisible air, his movements reminiscent of a martial arts master. Beneath his impeccably tailored suit jacket lies a crisp white shirt and a narrow, dark silk tie that billows backwards in the wind, its hems undulating but never a touch disheveled. His face is calm and focused, his gaze fixed firmly on the platform of the next building ahead. The fading light of the evening sun casts a sharp golden outline on his dark suit, casting a shifting, warm glow across the surrounding glass walls. Below is a bustling city canyon. The lights of countless vehicles have merged into a flowing river of light. The sky is dyed a gradient of warm orange-red and deep purple. Thin clouds and mist are lingering between the buildings. The whole picture combines the elegance of martial arts, the grandeur of surrealism and the coldness of the modern city, creating a breathtaking visual spectacle.", + "seed": 30078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_3944_seed_30078_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13007840253412722, + "vlm_logprob": -0.13007840253412722, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.13007840253412722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06308577209711075 + ], + "opposite_logprob_tokens": [ + -2.8130857944488525 + ], + "logprob_reward": -0.06308577209711075, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06308577209711075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10540808737277985, + 0.23044350743293762, + 0.08708547055721283, + 0.0357523113489151, + 0.04735102504491806, + 0.03919197618961334, + 0.08709540963172913, + 0.2608977258205414, + 0.050790559500455856, + 0.05598393455147743 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.06308577209711075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234296321868896 + ], + "opposite_logprob_tokens": [ + -0.8984296321868896 + ], + "logprob_reward": -0.5234296321868896, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234296321868896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2135612517595291, + 0.08720643818378448, + 0.0692659541964531, + 0.030025582760572433, + 0.01944054290652275, + 0.12202431261539459, + 0.053281188011169434, + 0.2806210219860077, + 0.022933993488550186, + 0.10163972526788712 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.5234296321868896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810510411858559 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.03810510411858559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810510411858559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528160274028778, + 0.18207097053527832, + 0.10110007226467133, + 0.04341064766049385, + 0.022968487814068794, + 0.04823337495326996, + 0.06473012268543243, + 0.2837197780609131, + 0.053445592522621155, + 0.04750494286417961 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.03810510411858559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024857595562934875 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024857595562934875, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024857595562934875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06031636521220207, + 0.10154040157794952, + 0.04288291558623314, + 0.03743506595492363, + 0.01237192377448082, + 0.030249441042542458, + 0.05103274807333946, + 0.5541735291481018, + 0.05511932075023651, + 0.0548783503472805 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0024857595562934875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285744711756706 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285744711756706, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285744711756706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10343735665082932, + 0.13071928918361664, + 0.05710597708821297, + 0.025285743176937103, + 0.02971273846924305, + 0.053803496062755585, + 0.1215420737862587, + 0.31245163083076477, + 0.12613137066364288, + 0.03981027752161026 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.023285744711756706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic drone shot follows closely, following an Asian man in a crisp, dark charcoal-gray suit as he glides smoothly through the vast air between two skyscrapers with a grace that defies the laws of physics. Slightly above his horizon, the camera captures his elongated, steady form, as if he were stepping on invisible air, his movements reminiscent of a martial arts master. Beneath his impeccably tailored suit jacket lies a crisp white shirt and a narrow, dark silk tie that billows backwards in the wind, its hems undulating but never a touch disheveled. His face is calm and focused, his gaze fixed firmly on the platform of the next building ahead. The fading light of the evening sun casts a sharp golden outline on his dark suit, casting a shifting, warm glow across the surrounding glass walls. Below is a bustling city canyon. The lights of countless vehicles have merged into a flowing river of light. The sky is dyed a gradient of warm orange-red and deep purple. Thin clouds and mist are lingering between the buildings. The whole picture combines the elegance of martial arts, the grandeur of surrealism and the coldness of the modern city, creating a breathtaking visual spectacle.", + "seed": 30079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_12/index_3944_seed_30079_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11705104350112379, + "vlm_logprob": -0.11705104350112379, + "vlm_yes_no_margin": 3.4999999523162844, + "vlm_token_credit": -0.11705104350112379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07064782828092575 + ], + "opposite_logprob_tokens": [ + -2.695647716522217 + ], + "logprob_reward": -0.07064782828092575, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07064782828092575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06377571076154709, + 0.09981489181518555, + 0.07245264202356339, + 0.07300698757171631, + 0.0839163064956665, + 0.17514869570732117, + 0.05372840538620949, + 0.15900972485542297, + 0.07207979261875153, + 0.14706683158874512 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.07064782828092575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47432804107666016 + ], + "opposite_logprob_tokens": [ + -0.9743280410766602 + ], + "logprob_reward": -0.47432804107666016, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47432804107666016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08914097398519516, + 0.04843716323375702, + 0.24480707943439484, + 0.16930453479290009, + 0.023155275732278824, + 0.18730488419532776, + 0.052726130932569504, + 0.04491473361849785, + 0.08945360034704208, + 0.050755564123392105 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.47432804107666016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819058135151863 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819058135151863, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819058135151863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06551747024059296, + 0.0518932119011879, + 0.11580631881952286, + 0.1722535640001297, + 0.0867762640118599, + 0.1542338877916336, + 0.0670522078871727, + 0.06101446598768234, + 0.07676438242197037, + 0.14868822693824768 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.01819058135151863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015103134792298079 + ], + "opposite_logprob_tokens": [ + -6.501510143280029 + ], + "logprob_reward": -0.0015103134792298079, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015103134792298079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05119810998439789, + 0.06602717936038971, + 0.36803457140922546, + 0.1234612688422203, + 0.03913654386997223, + 0.12279438227415085, + 0.05880759656429291, + 0.04457017406821251, + 0.03247794508934021, + 0.09349216520786285 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.0015103134792298079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an Asian man wearing a dark charcoal-gray suit with a white shirt and a dark silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man gliding smoothly through the air between two skyscrapers without visible support?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned slightly above the man's horizon, capturing his elongated and steady form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a city canyon with a sky showing a gradient of warm orange-red and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a sharp golden outline on the man's suit caused by the fading evening sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578453317284584 + ], + "opposite_logprob_tokens": [ + -3.895578384399414 + ], + "logprob_reward": -0.020578453317284584, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578453317284584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16393044590950012, + 0.06018370762467384, + 0.09979920089244843, + 0.04451027885079384, + 0.0665656253695488, + 0.18582524359226227, + 0.06001557409763336, + 0.10477393865585327, + 0.06339647620916367, + 0.1509995311498642 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.020578453317284584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_tensor([6245, 6245])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_tensor([6245, 6245])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e2525c86bb63a26d7a1bff6a6503030a44a3878a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_tensor([6245, 6245])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a close-up shot in stark black and white, the camera remains still, focused on a massive watermelon about to be split open. A sharp, high-contrast overhead light casts a dazzling metallic white on the broad blade of a heavy carving knife, while the dark outline of the handle almost blends into the pure black background. The alternating light and dark stripes on the watermelon's smooth skin transform into a vibrant gray and nearly black banding pattern against the stark monochrome. With a swift, decisive arc, the blade cuts down without hesitation, sinking deeply into the watermelon with a clean, sharp stroke, instantly bisecting it. In the moment of the split, countless drops of crystalline juice are violently hurled in all directions by the immense force of the impact, each drop captured against the pitch-black background like a tiny diamond bursting into flame. The once vibrant red, juicy flesh takes on a grainy, dark gray. The entire image is imbued with extreme dynamic tension and sculptural beauty, transforming a simple action into a powerful visual poem.", + "seed": 7333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_6245_seed_7333_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05321443732827902, + "vlm_logprob": -0.05321443732827902, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05321443732827902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04458409547805786 + ], + "opposite_logprob_tokens": [ + -3.419584035873413 + ], + "logprob_reward": -0.04458409547805786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04458409547805786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21526680886745453, + 0.030465353280305862, + 0.3916667699813843, + 0.07817055284976959, + 0.019006971269845963, + 0.02408991940319538, + 0.06080646067857742, + 0.07999769598245621, + 0.05070768669247627, + 0.0498218759894371 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.04458409547805786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373712345957756 + ], + "opposite_logprob_tokens": [ + -3.6513736248016357 + ], + "logprob_reward": -0.026373712345957756, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373712345957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09594155848026276, + 0.016363218426704407, + 0.048674020916223526, + 0.08969607949256897, + 0.02173669822514057, + 0.02201301045715809, + 0.4811692535877228, + 0.03595973178744316, + 0.018647195771336555, + 0.16979923844337463 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026373712345957756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205054379999638 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014205054379999638, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205054379999638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08566323667764664, + 0.08387117832899094, + 0.45574721693992615, + 0.11762221902608871, + 0.02197675034403801, + 0.054844923317432404, + 0.12624448537826538, + 0.02627919428050518, + 0.013368498533964157, + 0.014382300898432732 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.014205054379999638 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810659423470497 + ], + "opposite_logprob_tokens": [ + -3.288106679916382 + ], + "logprob_reward": -0.03810659423470497, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810659423470497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10109143704175949, + 0.06342149525880814, + 0.27048489451408386, + 0.1364171802997589, + 0.04517180472612381, + 0.05765661969780922, + 0.12012001127004623, + 0.07904380559921265, + 0.03737660497426987, + 0.08921617269515991 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.03810659423470497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280273020267487 + ], + "opposite_logprob_tokens": [ + -2.0178027153015137 + ], + "logprob_reward": -0.14280273020267487, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280273020267487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24670910835266113, + 0.04223266988992691, + 0.08855225890874863, + 0.1233939379453659, + 0.060458820313215256, + 0.07277801632881165, + 0.08522351831197739, + 0.0992809608578682, + 0.040246300399303436, + 0.14112436771392822 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.14280273020267487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot in stark black and white, the camera remains still, focused on a massive watermelon about to be split open. A sharp, high-contrast overhead light casts a dazzling metallic white on the broad blade of a heavy carving knife, while the dark outline of the handle almost blends into the pure black background. The alternating light and dark stripes on the watermelon's smooth skin transform into a vibrant gray and nearly black banding pattern against the stark monochrome. With a swift, decisive arc, the blade cuts down without hesitation, sinking deeply into the watermelon with a clean, sharp stroke, instantly bisecting it. In the moment of the split, countless drops of crystalline juice are violently hurled in all directions by the immense force of the impact, each drop captured against the pitch-black background like a tiny diamond bursting into flame. The once vibrant red, juicy flesh takes on a grainy, dark gray. The entire image is imbued with extreme dynamic tension and sculptural beauty, transforming a simple action into a powerful visual poem.", + "seed": 7334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_6245_seed_7334_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05946638630703092, + "vlm_logprob": -0.05946638630703092, + "vlm_yes_no_margin": 3.399999976158142, + "vlm_token_credit": -0.05946638630703092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15740761160850525 + ], + "opposite_logprob_tokens": [ + -2.032407522201538 + ], + "logprob_reward": -0.15740761160850525, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.15740761160850525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14362995326519012, + 0.0941220223903656, + 0.08415423333644867, + 0.055854469537734985, + 0.0329732820391655, + 0.0677066296339035, + 0.14966313540935516, + 0.09513422846794128, + 0.15410970151424408, + 0.12265238165855408 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.15740761160850525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466022128239274 + ], + "opposite_logprob_tokens": [ + -5.379660129547119 + ], + "logprob_reward": -0.00466022128239274, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466022128239274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15804360806941986, + 0.14460010826587677, + 0.06551103293895721, + 0.05974804610013962, + 0.05194304510951042, + 0.03511505573987961, + 0.15847980976104736, + 0.0659933015704155, + 0.06776434928178787, + 0.19280163943767548 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.00466022128239274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190231174230576 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190231174230576, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190231174230576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149897038936615, + 0.14481455087661743, + 0.0826500803232193, + 0.055491652339696884, + 0.08191869407892227, + 0.038328319787979126, + 0.2995583415031433, + 0.03744221106171608, + 0.031945157796144485, + 0.07795398682355881 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.018190231174230576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097646087408066 + ], + "opposite_logprob_tokens": [ + -3.288097620010376 + ], + "logprob_reward": -0.038097646087408066, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097646087408066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14290398359298706, + 0.1636965274810791, + 0.050958480685949326, + 0.03499379754066467, + 0.11447757482528687, + 0.06544630974531174, + 0.15438303351402283, + 0.07849486172199249, + 0.14211569726467133, + 0.052529796957969666 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.038097646087408066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897622138261795 + ], + "opposite_logprob_tokens": [ + -2.5789761543273926 + ], + "logprob_reward": -0.07897622138261795, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897622138261795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17087413370609283, + 0.26714614033699036, + 0.04615670070052147, + 0.051216401159763336, + 0.05180643871426582, + 0.057911548763513565, + 0.06808434426784515, + 0.11951254308223724, + 0.0882493406534195, + 0.07904229313135147 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07897622138261795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot in stark black and white, the camera remains still, focused on a massive watermelon about to be split open. A sharp, high-contrast overhead light casts a dazzling metallic white on the broad blade of a heavy carving knife, while the dark outline of the handle almost blends into the pure black background. The alternating light and dark stripes on the watermelon's smooth skin transform into a vibrant gray and nearly black banding pattern against the stark monochrome. With a swift, decisive arc, the blade cuts down without hesitation, sinking deeply into the watermelon with a clean, sharp stroke, instantly bisecting it. In the moment of the split, countless drops of crystalline juice are violently hurled in all directions by the immense force of the impact, each drop captured against the pitch-black background like a tiny diamond bursting into flame. The once vibrant red, juicy flesh takes on a grainy, dark gray. The entire image is imbued with extreme dynamic tension and sculptural beauty, transforming a simple action into a powerful visual poem.", + "seed": 7335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_6245_seed_7335_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11222804514691234, + "vlm_logprob": -0.11222804514691234, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.11222804514691234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23638594150543213 + ], + "opposite_logprob_tokens": [ + -1.6113859415054321 + ], + "logprob_reward": -0.23638594150543213, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23638594150543213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22713887691497803, + 0.06305506080389023, + 0.05682636424899101, + 0.03157113492488861, + 0.034979283809661865, + 0.07223499566316605, + 0.23766013979911804, + 0.03935277834534645, + 0.09953665733337402, + 0.13764475286006927 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.23638594150543213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562098503112793 + ], + "opposite_logprob_tokens": [ + -1.600620985031128 + ], + "logprob_reward": -0.22562098503112793, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562098503112793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44194698333740234, + 0.10696537047624588, + 0.11890769749879837, + 0.052475787699222565, + 0.05361869931221008, + 0.044445328414440155, + 0.09555049985647202, + 0.01790601946413517, + 0.03986255079507828, + 0.028321068733930588 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.22562098503112793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955332424491644 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955332424491644, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955332424491644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0328277088701725, + 0.13200055062770844, + 0.055970706045627594, + 0.02329174429178238, + 0.07514067739248276, + 0.07771473377943039, + 0.06718957424163818, + 0.01628321222960949, + 0.02323310822248459, + 0.49634793400764465 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.005955332424491644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1909576654434204, + 0.04936985298991203, + 0.03186146542429924, + 0.07450515031814575, + 0.03798025846481323, + 0.11046403646469116, + 0.09324542433023453, + 0.09113089740276337, + 0.17469412088394165, + 0.1457911729812622 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014197885990142822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898008078336716 + ], + "opposite_logprob_tokens": [ + -2.578979969024658 + ], + "logprob_reward": -0.07898008078336716, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898008078336716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11855101585388184, + 0.29591137170791626, + 0.05373985692858696, + 0.04922131076455116, + 0.05828651040792465, + 0.0942884162068367, + 0.12039980292320251, + 0.03893410786986351, + 0.10906487703323364, + 0.061602700501680374 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.07898008078336716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot in stark black and white, the camera remains still, focused on a massive watermelon about to be split open. A sharp, high-contrast overhead light casts a dazzling metallic white on the broad blade of a heavy carving knife, while the dark outline of the handle almost blends into the pure black background. The alternating light and dark stripes on the watermelon's smooth skin transform into a vibrant gray and nearly black banding pattern against the stark monochrome. With a swift, decisive arc, the blade cuts down without hesitation, sinking deeply into the watermelon with a clean, sharp stroke, instantly bisecting it. In the moment of the split, countless drops of crystalline juice are violently hurled in all directions by the immense force of the impact, each drop captured against the pitch-black background like a tiny diamond bursting into flame. The once vibrant red, juicy flesh takes on a grainy, dark gray. The entire image is imbued with extreme dynamic tension and sculptural beauty, transforming a simple action into a powerful visual poem.", + "seed": 7336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_13/index_6245_seed_7336_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1233143514022231, + "vlm_logprob": -0.1233143514022231, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.1233143514022231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13622146844863892 + ], + "opposite_logprob_tokens": [ + -2.136221408843994 + ], + "logprob_reward": -0.13622146844863892, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13622146844863892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04600059613585472, + 0.24789322912693024, + 0.02938975766301155, + 0.03341691941022873, + 0.16387644410133362, + 0.07273130863904953, + 0.04004373401403427, + 0.20495332777500153, + 0.03266961872577667, + 0.12902505695819855 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.13622146844863892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256637066602707 + ], + "opposite_logprob_tokens": [ + -1.600663661956787 + ], + "logprob_reward": -0.2256637066602707, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256637066602707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06635582447052002, + 0.3526310324668884, + 0.022159287706017494, + 0.0280244592577219, + 0.04915814474225044, + 0.020208008587360382, + 0.012943195179104805, + 0.3611273467540741, + 0.05025576800107956, + 0.03713693469762802 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.2256637066602707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260909907519817 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260909907519817, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260909907519817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1888144314289093, + 0.05947939679026604, + 0.03227081522345543, + 0.04219766706228256, + 0.15748484432697296, + 0.04822639375925064, + 0.03220537677407265, + 0.2760702073574066, + 0.05992002785205841, + 0.10333080589771271 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.005260909907519817 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890456810593605 + ], + "opposite_logprob_tokens": [ + -2.464045763015747 + ], + "logprob_reward": -0.0890456810593605, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890456810593605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15259364247322083, + 0.07507398724555969, + 0.027493974193930626, + 0.052958667278289795, + 0.10935334861278534, + 0.11370714753866196, + 0.05797098949551582, + 0.08114901930093765, + 0.07123462855815887, + 0.25846460461616516 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0890456810593605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in a close-up view with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in stark black and white with a high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive watermelon visible with a smooth skin featuring alternating light and dark stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy carving knife with a sharp blade and dark handle cut down in a swift arc to bisect the watermelon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless drops of juice violently hurled in all directions against a pitch-black background at the moment of the split?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037999093532562 + ], + "opposite_logprob_tokens": [ + -1.9103800058364868 + ], + "logprob_reward": -0.16037999093532562, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037999093532562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19738642871379852, + 0.07841579616069794, + 0.03385397419333458, + 0.08028323203325272, + 0.08616948127746582, + 0.05891513079404831, + 0.02964797057211399, + 0.2078770101070404, + 0.1400582194328308, + 0.08739275485277176 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.16037999093532562 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_tensor([515, 515])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_tensor([515, 515])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a3bff3ff21defff15b5211b3190013d760c55b30 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_tensor([515, 515])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely low-angle tracking shot, positioned just inches from the ground, glides smoothly alongside a severely crumpled lottery ticket as it crosses a weathered concrete sidewalk. The once tightly held ticket is now partially unfolded, its surface riddled with sharp creases and soft wrinkles, the design's plain, faded primary colors barely visible beneath a layer of grime. Harsh, direct sunlight from late afternoon sweeps across the scene, transforming the cracks and gravel texture of the sidewalk into dramatic topography and casting long, sharp shadows from the invisible urban fabric that stretch across the frame like dark fingers. A faint, intermittent breeze, the sole source of movement, causes the ticket to tumble erratically, skittering sideways, occasionally rising delicately into the air, stirring up tiny whirlwinds of fine dust and small, dry leaf fragments that swirl around it. The entire scene is bathed in a warm, golden-orange glow, yet the slow, lonely dance of the discarded ticket across the desolate landscape evokes a potent atmosphere of quiet melancholy and forgotten hope.", + "seed": 9319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_515_seed_9319_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3686457294970751, + "vlm_logprob": -0.3686457294970751, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.3686457294970751, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.762984037399292 + ], + "opposite_logprob_tokens": [ + -0.637984037399292 + ], + "logprob_reward": -0.762984037399292, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.762984037399292, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5857440233230591, + 0.06488616019487381, + 0.0352170430123806, + 0.027554936707019806, + 0.04647934436798096, + 0.027505159378051758, + 0.07547152042388916, + 0.037910085171461105, + 0.06719932705163956, + 0.03203238174319267 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.762984037399292 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742757081985474 + ], + "opposite_logprob_tokens": [ + -0.474275678396225 + ], + "logprob_reward": -0.9742757081985474, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742757081985474, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2114647477865219, + 0.16548746824264526, + 0.044325634837150574, + 0.06422533839941025, + 0.06381574273109436, + 0.14526933431625366, + 0.06342963874340057, + 0.10087013989686966, + 0.08176019787788391, + 0.05935170501470566 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.9742757081985474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206408143043518 + ], + "opposite_logprob_tokens": [ + -2.8120641708374023 + ], + "logprob_reward": -0.06206408143043518, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206408143043518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4359612762928009, + 0.06353956460952759, + 0.06920823454856873, + 0.05833430215716362, + 0.06406010687351227, + 0.04687627777457237, + 0.10292327404022217, + 0.08683907240629196, + 0.05345764011144638, + 0.018800178542733192 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.06206408143043518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061290293931961 + ], + "opposite_logprob_tokens": [ + -3.895612955093384 + ], + "logprob_reward": -0.02061290293931961, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061290293931961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17374025285243988, + 0.1477133184671402, + 0.06625154614448547, + 0.05620824918150902, + 0.031995899975299835, + 0.05331887677311897, + 0.08984054625034332, + 0.11664319783449173, + 0.1986681967973709, + 0.06561999022960663 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02061290293931961 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920023798942566, + 0.0739053264260292, + 0.046047426760196686, + 0.019622929394245148, + 0.18636341392993927, + 0.11778994649648666, + 0.016461720690131187, + 0.04980691894888878, + 0.1634676605463028, + 0.03453224524855614 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.023291917517781258 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle tracking shot, positioned just inches from the ground, glides smoothly alongside a severely crumpled lottery ticket as it crosses a weathered concrete sidewalk. The once tightly held ticket is now partially unfolded, its surface riddled with sharp creases and soft wrinkles, the design's plain, faded primary colors barely visible beneath a layer of grime. Harsh, direct sunlight from late afternoon sweeps across the scene, transforming the cracks and gravel texture of the sidewalk into dramatic topography and casting long, sharp shadows from the invisible urban fabric that stretch across the frame like dark fingers. A faint, intermittent breeze, the sole source of movement, causes the ticket to tumble erratically, skittering sideways, occasionally rising delicately into the air, stirring up tiny whirlwinds of fine dust and small, dry leaf fragments that swirl around it. The entire scene is bathed in a warm, golden-orange glow, yet the slow, lonely dance of the discarded ticket across the desolate landscape evokes a potent atmosphere of quiet melancholy and forgotten hope.", + "seed": 9320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_515_seed_9320_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21710451692342758, + "vlm_logprob": -0.21710451692342758, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.21710451692342758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47858893871307373 + ], + "opposite_logprob_tokens": [ + -0.9785889387130737 + ], + "logprob_reward": -0.47858893871307373, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47858893871307373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18612059950828552, + 0.056667227298021317, + 0.07789424806833267, + 0.07523027062416077, + 0.10947789251804352, + 0.09513945877552032, + 0.049437813460826874, + 0.036385998129844666, + 0.062326643615961075, + 0.2513198256492615 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.47858893871307373 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233362913131714 + ], + "opposite_logprob_tokens": [ + -0.8983362913131714 + ], + "logprob_reward": -0.5233362913131714, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233362913131714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10010211914777756, + 0.13164325058460236, + 0.10664565861225128, + 0.07137417793273926, + 0.14333981275558472, + 0.1251358687877655, + 0.04769021272659302, + 0.07487110793590546, + 0.12011823058128357, + 0.07907959818840027 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.5233362913131714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054970432072877884 + ], + "opposite_logprob_tokens": [ + -2.9299705028533936 + ], + "logprob_reward": -0.054970432072877884, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054970432072877884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21857208013534546, + 0.057236649096012115, + 0.1456688493490219, + 0.04042632505297661, + 0.06837692111730576, + 0.029825963079929352, + 0.021117091178894043, + 0.03751431405544281, + 0.08579770475625992, + 0.29546409845352173 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.054970432072877884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561134994029999 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561134994029999, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561134994029999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06811477988958359, + 0.06623275578022003, + 0.1903264969587326, + 0.1306411623954773, + 0.09480635821819305, + 0.15377947688102722, + 0.031077295541763306, + 0.04611204192042351, + 0.11209268122911453, + 0.10681691020727158 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.012561134994029999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606578752398491 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.01606578752398491, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606578752398491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30722641944885254, + 0.06547223031520844, + 0.05795183777809143, + 0.02501455694437027, + 0.13818110525608063, + 0.06832550466060638, + 0.04120268672704697, + 0.038812458515167236, + 0.12195789813995361, + 0.1358553171157837 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.01606578752398491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle tracking shot, positioned just inches from the ground, glides smoothly alongside a severely crumpled lottery ticket as it crosses a weathered concrete sidewalk. The once tightly held ticket is now partially unfolded, its surface riddled with sharp creases and soft wrinkles, the design's plain, faded primary colors barely visible beneath a layer of grime. Harsh, direct sunlight from late afternoon sweeps across the scene, transforming the cracks and gravel texture of the sidewalk into dramatic topography and casting long, sharp shadows from the invisible urban fabric that stretch across the frame like dark fingers. A faint, intermittent breeze, the sole source of movement, causes the ticket to tumble erratically, skittering sideways, occasionally rising delicately into the air, stirring up tiny whirlwinds of fine dust and small, dry leaf fragments that swirl around it. The entire scene is bathed in a warm, golden-orange glow, yet the slow, lonely dance of the discarded ticket across the desolate landscape evokes a potent atmosphere of quiet melancholy and forgotten hope.", + "seed": 9321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_515_seed_9321_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.49880534671247007, + "vlm_logprob": -0.49880534671247007, + "vlm_yes_no_margin": 1.3, + "vlm_token_credit": -0.49880534671247007, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2249195575714111 + ], + "opposite_logprob_tokens": [ + -0.3499195873737335 + ], + "logprob_reward": -1.2249195575714111, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2249195575714111, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3141319751739502, + 0.020894130691885948, + 0.231206476688385, + 0.11674163490533829, + 0.13851965963840485, + 0.027151886373758316, + 0.01565367355942726, + 0.0458693727850914, + 0.06882821023464203, + 0.02100302092730999 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -1.2249195575714111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328139305114746 + ], + "opposite_logprob_tokens": [ + -0.7578139305114746 + ], + "logprob_reward": -0.6328139305114746, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328139305114746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12543430924415588, + 0.10602028667926788, + 0.08084505051374435, + 0.10970716178417206, + 0.09039099514484406, + 0.04729141667485237, + 0.05154438316822052, + 0.049840353429317474, + 0.06255123764276505, + 0.276374876499176 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.6328139305114746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761871933937073 + ], + "opposite_logprob_tokens": [ + -0.8261871933937073 + ], + "logprob_reward": -0.5761871933937073, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761871933937073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2802997827529907, + 0.03185870870947838, + 0.2557555139064789, + 0.11116303503513336, + 0.05246615409851074, + 0.017189178615808487, + 0.05523847043514252, + 0.06141544505953789, + 0.08524767309427261, + 0.04936610162258148 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.5761871933937073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026390315964818 + ], + "opposite_logprob_tokens": [ + -3.651390314102173 + ], + "logprob_reward": -0.026390315964818, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026390315964818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2815456688404083, + 0.0906616821885109, + 0.09768478572368622, + 0.06672335416078568, + 0.0749664381146431, + 0.01688026636838913, + 0.05798037350177765, + 0.10502751916646957, + 0.054408278316259384, + 0.1541217416524887 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.026390315964818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715736120939255 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.033715736120939255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715736120939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34175124764442444, + 0.0425894595682621, + 0.10039423406124115, + 0.09311427921056747, + 0.08801910281181335, + 0.025438984856009483, + 0.01902952417731285, + 0.08666080981492996, + 0.04582865908741951, + 0.1571737378835678 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.033715736120939255 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle tracking shot, positioned just inches from the ground, glides smoothly alongside a severely crumpled lottery ticket as it crosses a weathered concrete sidewalk. The once tightly held ticket is now partially unfolded, its surface riddled with sharp creases and soft wrinkles, the design's plain, faded primary colors barely visible beneath a layer of grime. Harsh, direct sunlight from late afternoon sweeps across the scene, transforming the cracks and gravel texture of the sidewalk into dramatic topography and casting long, sharp shadows from the invisible urban fabric that stretch across the frame like dark fingers. A faint, intermittent breeze, the sole source of movement, causes the ticket to tumble erratically, skittering sideways, occasionally rising delicately into the air, stirring up tiny whirlwinds of fine dust and small, dry leaf fragments that swirl around it. The entire scene is bathed in a warm, golden-orange glow, yet the slow, lonely dance of the discarded ticket across the desolate landscape evokes a potent atmosphere of quiet melancholy and forgotten hope.", + "seed": 9322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_14/index_515_seed_9322_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1863071907311678, + "vlm_logprob": -0.1863071907311678, + "vlm_yes_no_margin": 2.649999940395355, + "vlm_token_credit": -0.1863071907311678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35334426164627075 + ], + "opposite_logprob_tokens": [ + -1.228344202041626 + ], + "logprob_reward": -0.35334426164627075, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.35334426164627075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10964233428239822, + 0.19957958161830902, + 0.2880036532878876, + 0.12774571776390076, + 0.04437856003642082, + 0.054278723895549774, + 0.054358359426259995, + 0.030944153666496277, + 0.045721303671598434, + 0.045347630977630615 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.35334426164627075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233374238014221 + ], + "opposite_logprob_tokens": [ + -0.8983374238014221 + ], + "logprob_reward": -0.5233374238014221, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233374238014221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18181169033050537, + 0.11585873365402222, + 0.08896015584468842, + 0.057321615517139435, + 0.05668909102678299, + 0.18851760029792786, + 0.08927760273218155, + 0.03412168100476265, + 0.11855193227529526, + 0.06888987123966217 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.5233374238014221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13905897736549377, + 0.29525330662727356, + 0.04999160394072533, + 0.15000642836093903, + 0.0764356181025505, + 0.05260172486305237, + 0.0863223671913147, + 0.02459879033267498, + 0.07068187743425369, + 0.05504932999610901 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02058861404657364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608314923942089 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.01608314923942089, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608314923942089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2199503630399704, + 0.10419046878814697, + 0.11191722750663757, + 0.0655956044793129, + 0.030970044434070587, + 0.14059622585773468, + 0.06633298844099045, + 0.021893661469221115, + 0.1349550485610962, + 0.10359837859869003 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.01608314923942089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a severely crumpled lottery ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a weathered concrete sidewalk with visible cracks and gravel texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lottery ticket partially unfolded with sharp creases, soft wrinkles, and a surface covered in grime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature harsh, direct late afternoon sunlight casting long, sharp shadows and a warm, golden-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182504922151566 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182504922151566, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182504922151566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27146562933921814, + 0.06972090154886246, + 0.05501754209399223, + 0.04926709830760956, + 0.05009936913847923, + 0.039239056408405304, + 0.19956083595752716, + 0.03230158984661102, + 0.08201058954000473, + 0.15131743252277374 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.018182504922151566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_tensor([9742, 9742])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_tensor([9742, 9742])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..70fe338a5f740c0266cdeeacac8b6ee65425641c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_tensor([9742, 9742])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, slow-tracking shot smoothly glides across a surreal, flooded English garden, where the water, perfectly still and crystal clear, acts as a mirror against a soft, overcast sky. Beneath the surface, a submerged maze of manicured hedges and stone paths looms. The camera gradually descends, following a solitary figure seated in a sleek, dark, high-gloss mahogany canoe. The figure, whose features remain blurred, wears a simple cream-colored linen tunic, their posture poised and contemplative. They row with a steady, deliberate rhythm, gracefully dipping the slender wooden oars into the tranquil water. Each stroke sends gossamer ripples spreading outward, gently nudging the heavy, blossoming heads of the submerged crimson and pink rose bushes. Droplets of water cling like tiny gemstones to the velvety petals of the flowers shattered by the surface. The scene is bathed in a soft, diffuse light that casts no harsh shadows, creating an atmosphere of profound tranquility and melancholic beauty, the vibrant red of the roses contrasting beautifully with the deep green of the underwater foliage and the dark wood of the boat.", + "seed": 18006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_9742_seed_18006_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05507146753370762, + "vlm_logprob": -0.05507146753370762, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.05507146753370762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02683919109404087 + ], + "opposite_logprob_tokens": [ + -3.651839256286621 + ], + "logprob_reward": -0.02683919109404087, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02683919109404087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1426866352558136, + 0.18406638503074646, + 0.03176889568567276, + 0.05745876580476761, + 0.027053087949752808, + 0.19139829277992249, + 0.08673234283924103, + 0.02404376119375229, + 0.20047567784786224, + 0.054316140711307526 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.02683919109404087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868600517511368 + ], + "opposite_logprob_tokens": [ + -3.0486860275268555 + ], + "logprob_reward": -0.04868600517511368, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868600517511368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08225693553686142, + 0.18168389797210693, + 0.07161828130483627, + 0.0595383383333683, + 0.024871421977877617, + 0.16424056887626648, + 0.07322956621646881, + 0.03866308555006981, + 0.21734251081943512, + 0.08655543625354767 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.04868600517511368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04873142018914223 + ], + "opposite_logprob_tokens": [ + -3.0487313270568848 + ], + "logprob_reward": -0.04873142018914223, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04873142018914223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1257888823747635, + 0.09156887233257294, + 0.02567836456000805, + 0.05315248295664787, + 0.06077943742275238, + 0.21863645315170288, + 0.09015455842018127, + 0.03368458151817322, + 0.23848246037960052, + 0.062073882669210434 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.04873142018914223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890444815158844 + ], + "opposite_logprob_tokens": [ + -2.4640445709228516 + ], + "logprob_reward": -0.0890444815158844, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890444815158844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957938313484192, + 0.10103610903024673, + 0.04957513138651848, + 0.048506129533052444, + 0.06938740611076355, + 0.15959672629833221, + 0.06743704527616501, + 0.0746421366930008, + 0.09824506938457489, + 0.035780344158411026 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0890444815158844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205623969435692 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205623969435692, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205623969435692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09449386596679688, + 0.22280393540859222, + 0.03516098111867905, + 0.023630615323781967, + 0.03910284489393234, + 0.12744273245334625, + 0.2316562980413437, + 0.03939555957913399, + 0.11935608088970184, + 0.06695706397294998 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.06205623969435692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, slow-tracking shot smoothly glides across a surreal, flooded English garden, where the water, perfectly still and crystal clear, acts as a mirror against a soft, overcast sky. Beneath the surface, a submerged maze of manicured hedges and stone paths looms. The camera gradually descends, following a solitary figure seated in a sleek, dark, high-gloss mahogany canoe. The figure, whose features remain blurred, wears a simple cream-colored linen tunic, their posture poised and contemplative. They row with a steady, deliberate rhythm, gracefully dipping the slender wooden oars into the tranquil water. Each stroke sends gossamer ripples spreading outward, gently nudging the heavy, blossoming heads of the submerged crimson and pink rose bushes. Droplets of water cling like tiny gemstones to the velvety petals of the flowers shattered by the surface. The scene is bathed in a soft, diffuse light that casts no harsh shadows, creating an atmosphere of profound tranquility and melancholic beauty, the vibrant red of the roses contrasting beautifully with the deep green of the underwater foliage and the dark wood of the boat.", + "seed": 18007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_9742_seed_18007_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027807623893022538, + "vlm_logprob": -0.027807623893022538, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.027807623893022538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02683640643954277 + ], + "opposite_logprob_tokens": [ + -3.651836395263672 + ], + "logprob_reward": -0.02683640643954277, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02683640643954277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12888619303703308, + 0.10191838443279266, + 0.1153857484459877, + 0.24250251054763794, + 0.06107780709862709, + 0.04457824304699898, + 0.08585118502378464, + 0.03963000699877739, + 0.10196661949157715, + 0.07820332050323486 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02683640643954277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205448985099792 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205448985099792, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205448985099792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053463160991669, + 0.09164008498191833, + 0.22987942397594452, + 0.20942658185958862, + 0.05546427518129349, + 0.07175841182470322, + 0.08808550238609314, + 0.04055224731564522, + 0.09554453194141388, + 0.04711431637406349 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.018205448985099792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664986118674278 + ], + "opposite_logprob_tokens": [ + -4.758665084838867 + ], + "logprob_reward": -0.008664986118674278, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664986118674278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054370518773794174, + 0.03217906504869461, + 0.04549563303589821, + 0.038115911185741425, + 0.020737193524837494, + 0.10055039077997208, + 0.6330609321594238, + 0.022830214351415634, + 0.03239855915307999, + 0.020261580124497414 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.008664986118674278 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204425171017647 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.06204425171017647, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204425171017647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07853803783655167, + 0.05933200940489769, + 0.05370114743709564, + 0.10544753074645996, + 0.05625615268945694, + 0.07765088975429535, + 0.22323104739189148, + 0.029858311638236046, + 0.18947680294513702, + 0.12650799751281738 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.06204425171017647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287026211619377 + ], + "opposite_logprob_tokens": [ + -3.773287057876587 + ], + "logprob_reward": -0.023287026211619377, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287026211619377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884212851524353, + 0.05944135785102844, + 0.08967845141887665, + 0.04069214314222336, + 0.042175132781267166, + 0.04018489643931389, + 0.1553296148777008, + 0.02738882228732109, + 0.29256632924079895, + 0.04370110481977463 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.023287026211619377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, slow-tracking shot smoothly glides across a surreal, flooded English garden, where the water, perfectly still and crystal clear, acts as a mirror against a soft, overcast sky. Beneath the surface, a submerged maze of manicured hedges and stone paths looms. The camera gradually descends, following a solitary figure seated in a sleek, dark, high-gloss mahogany canoe. The figure, whose features remain blurred, wears a simple cream-colored linen tunic, their posture poised and contemplative. They row with a steady, deliberate rhythm, gracefully dipping the slender wooden oars into the tranquil water. Each stroke sends gossamer ripples spreading outward, gently nudging the heavy, blossoming heads of the submerged crimson and pink rose bushes. Droplets of water cling like tiny gemstones to the velvety petals of the flowers shattered by the surface. The scene is bathed in a soft, diffuse light that casts no harsh shadows, creating an atmosphere of profound tranquility and melancholic beauty, the vibrant red of the roses contrasting beautifully with the deep green of the underwater foliage and the dark wood of the boat.", + "seed": 18008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_9742_seed_18008_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.042111879028379914, + "vlm_logprob": -0.042111879028379914, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.042111879028379914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01889807917177677 + ], + "opposite_logprob_tokens": [ + -4.018898010253906 + ], + "logprob_reward": -0.01889807917177677, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01889807917177677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14084680378437042, + 0.5129473209381104, + 0.05869550630450249, + 0.03822340816259384, + 0.013347124680876732, + 0.04349198192358017, + 0.03655637428164482, + 0.050982169806957245, + 0.07852806895971298, + 0.02638116478919983 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.01889807917177677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014221861027181149 + ], + "opposite_logprob_tokens": [ + -4.264221668243408 + ], + "logprob_reward": -0.014221861027181149, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014221861027181149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30585697293281555, + 0.2522098124027252, + 0.05773186311125755, + 0.04009220004081726, + 0.021929912269115448, + 0.07101024687290192, + 0.05840712785720825, + 0.052418749779462814, + 0.10810868442058563, + 0.03223442658782005 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.014221861027181149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026395540684461594 + ], + "opposite_logprob_tokens": [ + -3.651395559310913 + ], + "logprob_reward": -0.026395540684461594, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026395540684461594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050585091114044, + 0.12384101748466492, + 0.03021663799881935, + 0.10806738585233688, + 0.05201495811343193, + 0.069172702729702, + 0.07755418866872787, + 0.07030605524778366, + 0.12240804731845856, + 0.04136044159531593 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.026395540684461594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810613602399826 + ], + "opposite_logprob_tokens": [ + -3.2881062030792236 + ], + "logprob_reward": -0.03810613602399826, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810613602399826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606568545103073, + 0.35900041460990906, + 0.038258809596300125, + 0.04981130361557007, + 0.036446280777454376, + 0.1601155549287796, + 0.030599458143115044, + 0.08906333893537521, + 0.06055288761854172, + 0.015495043247938156 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03810613602399826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293777823448181 + ], + "opposite_logprob_tokens": [ + -2.2379376888275146 + ], + "logprob_reward": -0.11293777823448181, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293777823448181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4890211224555969, + 0.149641215801239, + 0.045950762927532196, + 0.08888755738735199, + 0.06291302293539047, + 0.051494672894477844, + 0.01380049716681242, + 0.02590896748006344, + 0.04903034120798111, + 0.023351827636361122 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.11293777823448181 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, slow-tracking shot smoothly glides across a surreal, flooded English garden, where the water, perfectly still and crystal clear, acts as a mirror against a soft, overcast sky. Beneath the surface, a submerged maze of manicured hedges and stone paths looms. The camera gradually descends, following a solitary figure seated in a sleek, dark, high-gloss mahogany canoe. The figure, whose features remain blurred, wears a simple cream-colored linen tunic, their posture poised and contemplative. They row with a steady, deliberate rhythm, gracefully dipping the slender wooden oars into the tranquil water. Each stroke sends gossamer ripples spreading outward, gently nudging the heavy, blossoming heads of the submerged crimson and pink rose bushes. Droplets of water cling like tiny gemstones to the velvety petals of the flowers shattered by the surface. The scene is bathed in a soft, diffuse light that casts no harsh shadows, creating an atmosphere of profound tranquility and melancholic beauty, the vibrant red of the roses contrasting beautifully with the deep green of the underwater foliage and the dark wood of the boat.", + "seed": 18009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_15/index_9742_seed_18009_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02045690161176026, + "vlm_logprob": -0.02045690161176026, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.02045690161176026, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012806200422346592 + ], + "opposite_logprob_tokens": [ + -4.387806415557861 + ], + "logprob_reward": -0.012806200422346592, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012806200422346592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08447804301977158, + 0.06501061469316483, + 0.03778693079948425, + 0.3584196865558624, + 0.0638343021273613, + 0.05355881527066231, + 0.09441006183624268, + 0.10321178287267685, + 0.07989741116762161, + 0.059392351657152176 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.012806200422346592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965405143797398 + ], + "opposite_logprob_tokens": [ + -5.130965232849121 + ], + "logprob_reward": -0.005965405143797398, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965405143797398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04290089011192322, + 0.0608784481883049, + 0.04521191120147705, + 0.1578294038772583, + 0.03551604226231575, + 0.020100271329283714, + 0.06286542862653732, + 0.2846209406852722, + 0.15958738327026367, + 0.1304892897605896 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.005965405143797398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002209009835496545 + ], + "opposite_logprob_tokens": [ + -6.127209186553955 + ], + "logprob_reward": -0.002209009835496545, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002209009835496545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07052410393953323, + 0.05179234594106674, + 0.11247603595256805, + 0.0836966335773468, + 0.09524700045585632, + 0.048314981162548065, + 0.07332419604063034, + 0.18099452555179596, + 0.1628873646259308, + 0.1207427829504013 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.002209009835496545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350723579525948 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.026350723579525948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350723579525948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12472661584615707, + 0.0597420334815979, + 0.031287409365177155, + 0.1905849426984787, + 0.023732418194413185, + 0.06068868935108185, + 0.16379466652870178, + 0.03567274287343025, + 0.24087995290756226, + 0.0688905268907547 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.026350723579525948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a surreal flooded English garden with submerged manicured hedges and stone paths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure seated in a sleek, dark, high-gloss mahogany canoe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple cream-colored linen tunic with blurred features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle slow-tracking shot and then gradually descend?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are submerged crimson and pink rose bushes visible beneath the water surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495316907763481 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495316907763481, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495316907763481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21492445468902588, + 0.07933230698108673, + 0.030630556866526604, + 0.10434599220752716, + 0.019026698544621468, + 0.026398489251732826, + 0.06931281834840775, + 0.10114823281764984, + 0.26305097341537476, + 0.09182938188314438 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.05495316907763481 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_tensor([6307, 6307])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_tensor([6307, 6307])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c7977a8e1cbe3a8cfc63cb0cd70ed2e57802df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_tensor([6307, 6307])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, beginning from a slightly overhead angle, the camera slowly zooms in, creating a suffocating, oppressive feeling. In the frame, a young delivery driver hunches over, his bright yellow waterproof uniform glaring against the darkness of the late-night alley, its zipper stained with grease. Cold sweat drenches his messy, short black hair, leaving strands clinging to his skin. The only light in the scene comes from the smartphone he clutches tightly in his hand. The screen's cold blue glow carves deep, tense shadows across his weary face. His gaze is fixed on the order details popping up in the center of the screen, the address \"44 Wangsheng Road\" clearly displayed in bold, bold letters. His index finger, the tip of his fingernail trembling slightly with hesitation, the grime of the day still lingering between his nails, hovers mere millimeters from the screen. A visible, nervous swallow causes his Adam's apple to roll violently. At that moment, the number representing the subsidy amount at the bottom of the screen, initially displaying \"12.8 yuan,\" flickered without warning. The digits blurred and stretched, then, amid a faint electronic hum, instantly reconstructed into an absurdly large number: \"128 yuan.\" His pupils suddenly constricted, his lips parted slightly, his face a mixture of extreme horror, greed, and a deep-seated fear. The entire scene was frozen in an eerie yet alluring atmosphere of suspense.", + "seed": 18594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_6307_seed_18594_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018106287089176477, + "vlm_logprob": -0.018106287089176477, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.018106287089176477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004337189719080925 + ], + "opposite_logprob_tokens": [ + -5.629337310791016 + ], + "logprob_reward": -0.004337189719080925, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004337189719080925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4461512267589569, + 0.029722800478339195, + 0.04337894544005394, + 0.02173684351146221, + 0.03347703069448471, + 0.05049892142415047, + 0.1304830014705658, + 0.054991189390420914, + 0.09337328374385834, + 0.09618674218654633 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004337189719080925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004109272733330727 + ], + "opposite_logprob_tokens": [ + -5.5041093826293945 + ], + "logprob_reward": -0.004109272733330727, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004109272733330727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5074817538261414, + 0.053856730461120605, + 0.03422253578901291, + 0.03897955268621445, + 0.04246021807193756, + 0.03000306710600853, + 0.10078813135623932, + 0.04152495786547661, + 0.057253412902355194, + 0.09342968463897705 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004109272733330727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009248746791854501 + ], + "opposite_logprob_tokens": [ + -7.000925064086914 + ], + "logprob_reward": -0.0009248746791854501, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009248746791854501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.358306348323822, + 0.0897325873374939, + 0.14298388361930847, + 0.034303583204746246, + 0.05985429883003235, + 0.045801542699337006, + 0.03805813565850258, + 0.08073179423809052, + 0.06381805986166, + 0.0864098072052002 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0009248746791854501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069224804639816 + ], + "opposite_logprob_tokens": [ + -3.1680691242218018 + ], + "logprob_reward": -0.043069224804639816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069224804639816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1081516221165657, + 0.12515604496002197, + 0.05957381799817085, + 0.11706682294607162, + 0.17874698340892792, + 0.05555938556790352, + 0.10121610760688782, + 0.1047179326415062, + 0.07663818448781967, + 0.07317310571670532 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.043069224804639816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809087350964546 + ], + "opposite_logprob_tokens": [ + -3.288090944290161 + ], + "logprob_reward": -0.03809087350964546, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809087350964546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10381951183080673, + 0.12310648709535599, + 0.06847695261240005, + 0.025686949491500854, + 0.06290565431118011, + 0.07691395282745361, + 0.19858169555664062, + 0.15335479378700256, + 0.07217176258563995, + 0.1149822548031807 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.03809087350964546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, beginning from a slightly overhead angle, the camera slowly zooms in, creating a suffocating, oppressive feeling. In the frame, a young delivery driver hunches over, his bright yellow waterproof uniform glaring against the darkness of the late-night alley, its zipper stained with grease. Cold sweat drenches his messy, short black hair, leaving strands clinging to his skin. The only light in the scene comes from the smartphone he clutches tightly in his hand. The screen's cold blue glow carves deep, tense shadows across his weary face. His gaze is fixed on the order details popping up in the center of the screen, the address \"44 Wangsheng Road\" clearly displayed in bold, bold letters. His index finger, the tip of his fingernail trembling slightly with hesitation, the grime of the day still lingering between his nails, hovers mere millimeters from the screen. A visible, nervous swallow causes his Adam's apple to roll violently. At that moment, the number representing the subsidy amount at the bottom of the screen, initially displaying \"12.8 yuan,\" flickered without warning. The digits blurred and stretched, then, amid a faint electronic hum, instantly reconstructed into an absurdly large number: \"128 yuan.\" His pupils suddenly constricted, his lips parted slightly, his face a mixture of extreme horror, greed, and a deep-seated fear. The entire scene was frozen in an eerie yet alluring atmosphere of suspense.", + "seed": 18595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_6307_seed_18595_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04860465284436941, + "vlm_logprob": -0.04860465284436941, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04860465284436941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027884045615792274 + ], + "opposite_logprob_tokens": [ + -3.652884006500244 + ], + "logprob_reward": -0.027884045615792274, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027884045615792274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18989013135433197, + 0.0653800442814827, + 0.1258171647787094, + 0.09383263438940048, + 0.03714635968208313, + 0.10406561940908432, + 0.06707720458507538, + 0.04375496506690979, + 0.15441983938217163, + 0.11861605942249298 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.027884045615792274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005280001554638147 + ], + "opposite_logprob_tokens": [ + -5.255280017852783 + ], + "logprob_reward": -0.005280001554638147, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005280001554638147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1634683758020401, + 0.11681542545557022, + 0.14743930101394653, + 0.04124661162495613, + 0.07193434238433838, + 0.10397215187549591, + 0.0680767223238945, + 0.07470456510782242, + 0.07541009038686752, + 0.13693246245384216 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005280001554638147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036250133998692036 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036250133998692036, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036250133998692036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13627496361732483, + 0.17178526520729065, + 0.10661318153142929, + 0.2099534124135971, + 0.05050504207611084, + 0.09755615890026093, + 0.03148485720157623, + 0.08533478528261185, + 0.0692552924156189, + 0.04123705253005028 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0036250133998692036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361869648098946 + ], + "opposite_logprob_tokens": [ + -3.6513619422912598 + ], + "logprob_reward": -0.026361869648098946, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361869648098946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1834707111120224, + 0.06692658364772797, + 0.11872243136167526, + 0.08176907151937485, + 0.054834771901369095, + 0.1677394062280655, + 0.09709896147251129, + 0.08569838106632233, + 0.08631972968578339, + 0.05741993710398674 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.026361869648098946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798723340034485 + ], + "opposite_logprob_tokens": [ + -1.8048722743988037 + ], + "logprob_reward": -0.1798723340034485, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798723340034485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06781609356403351, + 0.13832993805408478, + 0.2277221381664276, + 0.08680810034275055, + 0.1046561673283577, + 0.12788957357406616, + 0.1507997363805771, + 0.03413497284054756, + 0.04070071503520012, + 0.02114255726337433 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.1798723340034485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, beginning from a slightly overhead angle, the camera slowly zooms in, creating a suffocating, oppressive feeling. In the frame, a young delivery driver hunches over, his bright yellow waterproof uniform glaring against the darkness of the late-night alley, its zipper stained with grease. Cold sweat drenches his messy, short black hair, leaving strands clinging to his skin. The only light in the scene comes from the smartphone he clutches tightly in his hand. The screen's cold blue glow carves deep, tense shadows across his weary face. His gaze is fixed on the order details popping up in the center of the screen, the address \"44 Wangsheng Road\" clearly displayed in bold, bold letters. His index finger, the tip of his fingernail trembling slightly with hesitation, the grime of the day still lingering between his nails, hovers mere millimeters from the screen. A visible, nervous swallow causes his Adam's apple to roll violently. At that moment, the number representing the subsidy amount at the bottom of the screen, initially displaying \"12.8 yuan,\" flickered without warning. The digits blurred and stretched, then, amid a faint electronic hum, instantly reconstructed into an absurdly large number: \"128 yuan.\" His pupils suddenly constricted, his lips parted slightly, his face a mixture of extreme horror, greed, and a deep-seated fear. The entire scene was frozen in an eerie yet alluring atmosphere of suspense.", + "seed": 18596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_6307_seed_18596_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022307545342482627, + "vlm_logprob": -0.022307545342482627, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.022307545342482627, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011902973987162113 + ], + "opposite_logprob_tokens": [ + -4.511902809143066 + ], + "logprob_reward": -0.011902973987162113, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011902973987162113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2746046185493469, + 0.03516503423452377, + 0.08639685064554214, + 0.1931559145450592, + 0.02705519273877144, + 0.057027123868465424, + 0.09829722344875336, + 0.13949714601039886, + 0.04371511936187744, + 0.04508579149842262 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.011902973987162113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968960002064705 + ], + "opposite_logprob_tokens": [ + -5.130969047546387 + ], + "logprob_reward": -0.005968960002064705, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968960002064705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06654525548219681, + 0.03723269701004028, + 0.24997180700302124, + 0.13754898309707642, + 0.040810726583004, + 0.05966489017009735, + 0.036853011697530746, + 0.11185365170240402, + 0.23940713703632355, + 0.020111877471208572 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.005968960002064705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019452712731435895 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019452712731435895, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019452712731435895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3250105381011963, + 0.057572416961193085, + 0.07806013524532318, + 0.10808455944061279, + 0.05749940499663353, + 0.06243778020143509, + 0.06033070385456085, + 0.07651103287935257, + 0.14740009605884552, + 0.02709333971142769 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0019452712731435895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430765300989151 + ], + "opposite_logprob_tokens": [ + -3.168076515197754 + ], + "logprob_reward": -0.0430765300989151, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430765300989151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06004699319601059, + 0.03060319647192955, + 0.20318447053432465, + 0.09669113904237747, + 0.044432491064071655, + 0.0816938728094101, + 0.04520100727677345, + 0.11154190450906754, + 0.30593398213386536, + 0.020670892670750618 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.0430765300989151 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643991351127625 + ], + "opposite_logprob_tokens": [ + -3.0486440658569336 + ], + "logprob_reward": -0.048643991351127625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643991351127625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14368422329425812, + 0.033910173922777176, + 0.14881949126720428, + 0.22218862175941467, + 0.04315348342061043, + 0.043249595910310745, + 0.09072398394346237, + 0.10601545870304108, + 0.0915345773100853, + 0.07672039419412613 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.048643991351127625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, beginning from a slightly overhead angle, the camera slowly zooms in, creating a suffocating, oppressive feeling. In the frame, a young delivery driver hunches over, his bright yellow waterproof uniform glaring against the darkness of the late-night alley, its zipper stained with grease. Cold sweat drenches his messy, short black hair, leaving strands clinging to his skin. The only light in the scene comes from the smartphone he clutches tightly in his hand. The screen's cold blue glow carves deep, tense shadows across his weary face. His gaze is fixed on the order details popping up in the center of the screen, the address \"44 Wangsheng Road\" clearly displayed in bold, bold letters. His index finger, the tip of his fingernail trembling slightly with hesitation, the grime of the day still lingering between his nails, hovers mere millimeters from the screen. A visible, nervous swallow causes his Adam's apple to roll violently. At that moment, the number representing the subsidy amount at the bottom of the screen, initially displaying \"12.8 yuan,\" flickered without warning. The digits blurred and stretched, then, amid a faint electronic hum, instantly reconstructed into an absurdly large number: \"128 yuan.\" His pupils suddenly constricted, his lips parted slightly, his face a mixture of extreme horror, greed, and a deep-seated fear. The entire scene was frozen in an eerie yet alluring atmosphere of suspense.", + "seed": 18597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_2/index_6307_seed_18597_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016874139104038476, + "vlm_logprob": -0.016874139104038476, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.016874139104038476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011132272891700268 + ], + "opposite_logprob_tokens": [ + -4.63613224029541 + ], + "logprob_reward": -0.011132272891700268, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011132272891700268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11544191092252731, + 0.048355910927057266, + 0.0829223245382309, + 0.22375598549842834, + 0.04191379249095917, + 0.0768163725733757, + 0.09146895259618759, + 0.058824896812438965, + 0.13214662671089172, + 0.12835322320461273 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.011132272891700268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466045830398798 + ], + "opposite_logprob_tokens": [ + -5.379660606384277 + ], + "logprob_reward": -0.00466045830398798, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466045830398798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14278708398342133, + 0.07364251464605331, + 0.03027493692934513, + 0.06788335740566254, + 0.04765162616968155, + 0.13439248502254486, + 0.22682012617588043, + 0.0857064351439476, + 0.10639357566833496, + 0.08444797247648239 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.00466045830398798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022055604495108128 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022055604495108128, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022055604495108128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15782350301742554, + 0.11855591833591461, + 0.03233823925256729, + 0.13981223106384277, + 0.11747071892023087, + 0.044762421399354935, + 0.07088309526443481, + 0.05850830674171448, + 0.06546361744403839, + 0.1943819224834442 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0022055604495108128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430825836956501 + ], + "opposite_logprob_tokens": [ + -3.1680824756622314 + ], + "logprob_reward": -0.0430825836956501, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430825836956501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1007649302482605, + 0.05094582214951515, + 0.0299860667437315, + 0.22704453766345978, + 0.11639133840799332, + 0.10475155711174011, + 0.0703241378068924, + 0.04331523925065994, + 0.05664827302098274, + 0.1998281329870224 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.0430825836956501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a young delivery driver hunched over?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the driver wearing a bright yellow waterproof uniform with a grease-stained zipper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a smartphone with a cold blue glow illuminating the driver's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display the address '44 Wangsheng Road' and the subsidy amount changing from '12.8 yuan' to '128 yuan'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly overhead angle and slowly zoom in?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289820179343224 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289820179343224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289820179343224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07707329094409943, + 0.04018262028694153, + 0.06516259908676147, + 0.04529816657304764, + 0.02472435124218464, + 0.017774440348148346, + 0.0762782096862793, + 0.10438647121191025, + 0.20403680205345154, + 0.34508317708969116 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.023289820179343224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_tensor([7692, 7692])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_tensor([7692, 7692])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10fb5f199c97aa7a952a68b938cf30b7908fa7cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_tensor([7692, 7692])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth tracking shot, starting from a slightly upward angle, gracefully circles a white-haired young woman in a kimono embellished with ice crystal patterns. She rises steadily and deliberately from a surface of water as deep and perfectly calm as obsidian. A cool overhead light, almost moonlight, shines down vertically, precisely outlining every detail of her fair skin and the long, silvery hair that clings wetly to her cheeks and neck. Her eyes are closed, her face serene and ethereal, with glistening water droplets dangling from her eyelashes. She wears a dark blue silk kimono, the soaked fabric clinging to her slender figure. The sleeves and bodice are meticulously embroidered with intricate, shimmering ice crystal patterns in silver and light blue thread, which reflect a subtle glow in the overhead light. As her upper body continues to rise, the water flows silently down her skin and the folds of her kimono, and ray tracing technology is used to its extreme at this moment, capturing countless tiny water droplets being lifted from the water. They form a layer of shimmering light mist around her body. Each independent, airborne water droplet is like a miniature prism, refracting and reflecting the single beam of overhead light, emitting a delicate and changing rainbow-like brilliance. Against the backdrop of endless darkness, the entire picture presents a mysterious atmosphere intertwined with extreme realism and an otherworldly and tranquil aesthetic.", + "seed": 788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_7692_seed_788_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0464697771705687, + "vlm_logprob": -0.0464697771705687, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0464697771705687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0721900686621666 + ], + "opposite_logprob_tokens": [ + -2.697190046310425 + ], + "logprob_reward": -0.0721900686621666, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0721900686621666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15054011344909668, + 0.05911969766020775, + 0.04339124634861946, + 0.3521803915500641, + 0.0751810222864151, + 0.10310537368059158, + 0.05300627648830414, + 0.04534967988729477, + 0.08315860480070114, + 0.034967586398124695 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0721900686621666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486922487616539 + ], + "opposite_logprob_tokens": [ + -3.048692226409912 + ], + "logprob_reward": -0.0486922487616539, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486922487616539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494624763727188, + 0.11246023327112198, + 0.10234500467777252, + 0.3105579912662506, + 0.06553033739328384, + 0.05634874477982521, + 0.08709438145160675, + 0.0314529687166214, + 0.03974829614162445, + 0.0449996180832386 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0486922487616539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033199936151505 + ], + "opposite_logprob_tokens": [ + -2.350332021713257 + ], + "logprob_reward": -0.10033199936151505, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033199936151505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667810916900635, + 0.08148396760225296, + 0.06648978590965271, + 0.17366743087768555, + 0.05126908794045448, + 0.04650192707777023, + 0.035038676112890244, + 0.0746593251824379, + 0.17120806872844696, + 0.032900672405958176 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.10033199936151505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646431379020214 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646431379020214, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646431379020214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3597991168498993, + 0.05804327130317688, + 0.03649642691016197, + 0.18437030911445618, + 0.05661584064364433, + 0.05414667725563049, + 0.07447776198387146, + 0.056767791509628296, + 0.0712311789393425, + 0.04805152490735054 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.008646431379020214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488137688487768 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.002488137688487768, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488137688487768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19996212422847748, + 0.05574198067188263, + 0.07778359949588776, + 0.15327955782413483, + 0.03423101827502251, + 0.03007408231496811, + 0.060285914689302444, + 0.18181921541690826, + 0.14848601818084717, + 0.058336514979600906 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.002488137688487768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking shot, starting from a slightly upward angle, gracefully circles a white-haired young woman in a kimono embellished with ice crystal patterns. She rises steadily and deliberately from a surface of water as deep and perfectly calm as obsidian. A cool overhead light, almost moonlight, shines down vertically, precisely outlining every detail of her fair skin and the long, silvery hair that clings wetly to her cheeks and neck. Her eyes are closed, her face serene and ethereal, with glistening water droplets dangling from her eyelashes. She wears a dark blue silk kimono, the soaked fabric clinging to her slender figure. The sleeves and bodice are meticulously embroidered with intricate, shimmering ice crystal patterns in silver and light blue thread, which reflect a subtle glow in the overhead light. As her upper body continues to rise, the water flows silently down her skin and the folds of her kimono, and ray tracing technology is used to its extreme at this moment, capturing countless tiny water droplets being lifted from the water. They form a layer of shimmering light mist around her body. Each independent, airborne water droplet is like a miniature prism, refracting and reflecting the single beam of overhead light, emitting a delicate and changing rainbow-like brilliance. Against the backdrop of endless darkness, the entire picture presents a mysterious atmosphere intertwined with extreme realism and an otherworldly and tranquil aesthetic.", + "seed": 789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_7692_seed_789_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05866386406123638, + "vlm_logprob": -0.05866386406123638, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.05866386406123638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06075218319892883 + ], + "opposite_logprob_tokens": [ + -2.9357521533966064 + ], + "logprob_reward": -0.06075218319892883, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06075218319892883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10291821509599686, + 0.03775090351700783, + 0.10184893757104874, + 0.11678994446992874, + 0.08412907272577286, + 0.052751317620277405, + 0.1384083777666092, + 0.19490109384059906, + 0.1369767040014267, + 0.03352542221546173 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.06075218319892883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043105531483888626 + ], + "opposite_logprob_tokens": [ + -3.1681056022644043 + ], + "logprob_reward": -0.043105531483888626, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043105531483888626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06697031855583191, + 0.061967965215444565, + 0.04616966471076012, + 0.42053601145744324, + 0.057881150394678116, + 0.02557942643761635, + 0.04757177084684372, + 0.06576375663280487, + 0.04607727378606796, + 0.16148261725902557 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.043105531483888626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989253997802734 + ], + "opposite_logprob_tokens": [ + -1.8048925399780273 + ], + "logprob_reward": -0.17989253997802734, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989253997802734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09924275428056717, + 0.09031771123409271, + 0.0863887369632721, + 0.056668851524591446, + 0.12299011647701263, + 0.059422411024570465, + 0.0756252184510231, + 0.25571951270103455, + 0.07126250863075256, + 0.08236217498779297 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.17989253997802734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953673273324966 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953673273324966, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953673273324966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10725709795951843, + 0.05782036855816841, + 0.02608315460383892, + 0.34603187441825867, + 0.0959748849272728, + 0.0260382778942585, + 0.03472394868731499, + 0.14949314296245575, + 0.1309911608695984, + 0.025586020201444626 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.005953673273324966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036153923720121384 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036153923720121384, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036153923720121384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048032570630311966, + 0.0618695504963398, + 0.03313678875565529, + 0.14575384557247162, + 0.09994911402463913, + 0.02892204374074936, + 0.10022753477096558, + 0.34229207038879395, + 0.09126278012990952, + 0.04855366796255112 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.0036153923720121384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking shot, starting from a slightly upward angle, gracefully circles a white-haired young woman in a kimono embellished with ice crystal patterns. She rises steadily and deliberately from a surface of water as deep and perfectly calm as obsidian. A cool overhead light, almost moonlight, shines down vertically, precisely outlining every detail of her fair skin and the long, silvery hair that clings wetly to her cheeks and neck. Her eyes are closed, her face serene and ethereal, with glistening water droplets dangling from her eyelashes. She wears a dark blue silk kimono, the soaked fabric clinging to her slender figure. The sleeves and bodice are meticulously embroidered with intricate, shimmering ice crystal patterns in silver and light blue thread, which reflect a subtle glow in the overhead light. As her upper body continues to rise, the water flows silently down her skin and the folds of her kimono, and ray tracing technology is used to its extreme at this moment, capturing countless tiny water droplets being lifted from the water. They form a layer of shimmering light mist around her body. Each independent, airborne water droplet is like a miniature prism, refracting and reflecting the single beam of overhead light, emitting a delicate and changing rainbow-like brilliance. Against the backdrop of endless darkness, the entire picture presents a mysterious atmosphere intertwined with extreme realism and an otherworldly and tranquil aesthetic.", + "seed": 790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_7692_seed_790_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029241045750677586, + "vlm_logprob": -0.029241045750677586, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.029241045750677586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07655049860477448 + ], + "opposite_logprob_tokens": [ + -2.7015504837036133 + ], + "logprob_reward": -0.07655049860477448, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07655049860477448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3913276195526123, + 0.10890558362007141, + 0.03538968414068222, + 0.11404373496770859, + 0.07481048256158829, + 0.08294620364904404, + 0.06751353293657303, + 0.01967551000416279, + 0.07110534608364105, + 0.03428231179714203 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.07655049860477448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638578787446022 + ], + "opposite_logprob_tokens": [ + -3.65138578414917 + ], + "logprob_reward": -0.02638578787446022, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638578787446022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2054060995578766, + 0.08941896259784698, + 0.06708306074142456, + 0.11119548976421356, + 0.12405040860176086, + 0.0667312741279602, + 0.090125173330307, + 0.07576440274715424, + 0.07457690685987473, + 0.09564825892448425 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02638578787446022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706627786159515 + ], + "opposite_logprob_tokens": [ + -3.4087066650390625 + ], + "logprob_reward": -0.033706627786159515, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706627786159515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10739295184612274, + 0.17695842683315277, + 0.1826101392507553, + 0.09279710054397583, + 0.08734339475631714, + 0.11621692776679993, + 0.06250852346420288, + 0.033424533903598785, + 0.06633313000202179, + 0.07441488653421402 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.033706627786159515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036168177612125874 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036168177612125874, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036168177612125874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5128362774848938, + 0.17106817662715912, + 0.0629894882440567, + 0.03622596710920334, + 0.05866128206253052, + 0.04159829020500183, + 0.030275557190179825, + 0.020454883575439453, + 0.0258113332092762, + 0.04007872939109802 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0036168177612125874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34829002618789673, + 0.0774870291352272, + 0.042757775634527206, + 0.09318338334560394, + 0.09709493815898895, + 0.054165445268154144, + 0.03386032581329346, + 0.03795211762189865, + 0.1608620434999466, + 0.054346963763237 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.00594549672678113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking shot, starting from a slightly upward angle, gracefully circles a white-haired young woman in a kimono embellished with ice crystal patterns. She rises steadily and deliberately from a surface of water as deep and perfectly calm as obsidian. A cool overhead light, almost moonlight, shines down vertically, precisely outlining every detail of her fair skin and the long, silvery hair that clings wetly to her cheeks and neck. Her eyes are closed, her face serene and ethereal, with glistening water droplets dangling from her eyelashes. She wears a dark blue silk kimono, the soaked fabric clinging to her slender figure. The sleeves and bodice are meticulously embroidered with intricate, shimmering ice crystal patterns in silver and light blue thread, which reflect a subtle glow in the overhead light. As her upper body continues to rise, the water flows silently down her skin and the folds of her kimono, and ray tracing technology is used to its extreme at this moment, capturing countless tiny water droplets being lifted from the water. They form a layer of shimmering light mist around her body. Each independent, airborne water droplet is like a miniature prism, refracting and reflecting the single beam of overhead light, emitting a delicate and changing rainbow-like brilliance. Against the backdrop of endless darkness, the entire picture presents a mysterious atmosphere intertwined with extreme realism and an otherworldly and tranquil aesthetic.", + "seed": 791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_3/index_7692_seed_791_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028790545649826527, + "vlm_logprob": -0.028790545649826527, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.028790545649826527, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028825657442212105 + ], + "opposite_logprob_tokens": [ + -3.6538257598876953 + ], + "logprob_reward": -0.028825657442212105, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028825657442212105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3559090197086334, + 0.07589554041624069, + 0.11050122231245041, + 0.08247970044612885, + 0.09559713304042816, + 0.057382628321647644, + 0.04099187254905701, + 0.06358357518911362, + 0.08351979404687881, + 0.03413951024413109 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.028825657442212105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204044550657272 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204044550657272, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204044550657272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20305511355400085, + 0.11651387065649033, + 0.12011846154928207, + 0.11975886672735214, + 0.05146485194563866, + 0.09249460697174072, + 0.0532122440636158, + 0.05654145032167435, + 0.09070877730846405, + 0.09613177180290222 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018204044550657272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903477340936661 + ], + "opposite_logprob_tokens": [ + -2.4640347957611084 + ], + "logprob_reward": -0.08903477340936661, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903477340936661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18980176746845245, + 0.32489141821861267, + 0.12036284804344177, + 0.0534740649163723, + 0.021130912005901337, + 0.039705537259578705, + 0.025769541040062904, + 0.05405912175774574, + 0.11499281227588654, + 0.05581197142601013 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08903477340936661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594964437186718 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.00594964437186718, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594964437186718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1726711243391037, + 0.15316089987754822, + 0.08619745075702667, + 0.05430075153708458, + 0.02241676300764084, + 0.0847812071442604, + 0.04347065091133118, + 0.08255789428949356, + 0.16908696293830872, + 0.13135626912117004 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.00594964437186718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth tracking shot that circles a white-haired young woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark blue silk kimono with silver and light blue ice crystal embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman rising steadily from a surface of water that is deep, calm, and black like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a cool overhead light resembling moonlight that outlines her skin and wet hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless tiny water droplets visible flowing down her skin and kimono, refracting light to create a shimmering mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019386084750294685 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.0019386084750294685, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019386084750294685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32234489917755127, + 0.12803059816360474, + 0.09092659503221512, + 0.03385915979743004, + 0.04198634997010231, + 0.06504245102405548, + 0.0539926216006279, + 0.06490714102983475, + 0.10283840447664261, + 0.09607180207967758 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0019386084750294685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_tensor([7532, 7532])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_tensor([7532, 7532])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b36b52968f177a486fa2ed01fac683ee36e8fe18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_tensor([7532, 7532])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a high-angle, ultra-wide shot captured in the grandiose style of Andreas Gursky, the camera tracks smoothly to the right, following a turbulent current resembling a subterranean river. This murky, silt-laden torrent, churning with white foam and forming powerful whirlpools in the gloom, relentlessly erodes the ancient maze-like foundations of the Angkor Wat temple complex. Rows of majestic sandstone pillars, covered in moss and water stains, with intricate relief carvings of ancient gods and nymphs (Apsaras), appear in the dim light. The torrent crashes violently against the pillars' bases, stirring up high waves. The water level rises rapidly, steadily and deliberately swallowing up the exquisite carvings one by one, submerging them beneath the murky yellow surface. A few rays of light from invisible cracks above cast shafts of light in the dusty air, illuminating the restless surface of the water and the dull texture of the wet stone. The entire picture presents a cold tone composed of dark brown, moss green and dark gray, creating a grand, tragic and unstoppable sense of historical destiny, perfectly embodying the eternal erosion of natural forces on the remains of human civilization.", + "seed": 2597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_7532_seed_2597_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11104150470346212, + "vlm_logprob": -0.11104150470346212, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11104150470346212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26976925134658813 + ], + "opposite_logprob_tokens": [ + -1.5197691917419434 + ], + "logprob_reward": -0.26976925134658813, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26976925134658813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33971455693244934, + 0.18913212418556213, + 0.048364438116550446, + 0.0911700576543808, + 0.08224400877952576, + 0.035862989723682404, + 0.045709479600191116, + 0.07099316269159317, + 0.03376460820436478, + 0.06304461508989334 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.26976925134658813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989851534366608 + ], + "opposite_logprob_tokens": [ + -1.8048985004425049 + ], + "logprob_reward": -0.17989851534366608, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989851534366608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1612129807472229, + 0.19746311008930206, + 0.030691731721162796, + 0.06547010689973831, + 0.12313670665025711, + 0.09276226162910461, + 0.07206743210554123, + 0.15561088919639587, + 0.048150643706321716, + 0.053434159606695175 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.17989851534366608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791559539735317 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791559539735317, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791559539735317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21343058347702026, + 0.07302866131067276, + 0.07988356798887253, + 0.1021663099527359, + 0.116207554936409, + 0.22001181542873383, + 0.028504064306616783, + 0.11383168399333954, + 0.028995389118790627, + 0.023940401151776314 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.009791559539735317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702824264764786 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.033702824264764786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702824264764786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17779836058616638, + 0.09935978055000305, + 0.041619714349508286, + 0.06640607863664627, + 0.12210766226053238, + 0.11882665753364563, + 0.04753587394952774, + 0.23500333726406097, + 0.049609627574682236, + 0.041732899844646454 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.033702824264764786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062045373022556305 + ], + "opposite_logprob_tokens": [ + -2.8120453357696533 + ], + "logprob_reward": -0.062045373022556305, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062045373022556305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19258062541484833, + 0.06907796114683151, + 0.06074587255716324, + 0.13205210864543915, + 0.0856468454003334, + 0.11906692385673523, + 0.10720200836658478, + 0.06450279802083969, + 0.07436759769916534, + 0.09475727379322052 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.062045373022556305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-angle, ultra-wide shot captured in the grandiose style of Andreas Gursky, the camera tracks smoothly to the right, following a turbulent current resembling a subterranean river. This murky, silt-laden torrent, churning with white foam and forming powerful whirlpools in the gloom, relentlessly erodes the ancient maze-like foundations of the Angkor Wat temple complex. Rows of majestic sandstone pillars, covered in moss and water stains, with intricate relief carvings of ancient gods and nymphs (Apsaras), appear in the dim light. The torrent crashes violently against the pillars' bases, stirring up high waves. The water level rises rapidly, steadily and deliberately swallowing up the exquisite carvings one by one, submerging them beneath the murky yellow surface. A few rays of light from invisible cracks above cast shafts of light in the dusty air, illuminating the restless surface of the water and the dull texture of the wet stone. The entire picture presents a cold tone composed of dark brown, moss green and dark gray, creating a grand, tragic and unstoppable sense of historical destiny, perfectly embodying the eternal erosion of natural forces on the remains of human civilization.", + "seed": 2598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_7532_seed_2598_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22353677153587342, + "vlm_logprob": -0.22353677153587342, + "vlm_yes_no_margin": 1.8249999761581421, + "vlm_token_credit": -0.22353677153587342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23130951821804047 + ], + "opposite_logprob_tokens": [ + -1.6063095331192017 + ], + "logprob_reward": -0.23130951821804047, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23130951821804047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18029850721359253, + 0.0969197228550911, + 0.21069076657295227, + 0.12613561749458313, + 0.18381720781326294, + 0.046348460018634796, + 0.040280602872371674, + 0.04045313969254494, + 0.045195210725069046, + 0.02986075170338154 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.23130951821804047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328098773956299 + ], + "opposite_logprob_tokens": [ + -0.7578098773956299 + ], + "logprob_reward": -0.6328098773956299, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328098773956299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24768376350402832, + 0.1617436408996582, + 0.1609269231557846, + 0.12408175319433212, + 0.04848717153072357, + 0.09300458431243896, + 0.03434045985341072, + 0.05124278739094734, + 0.03535233438014984, + 0.043136585503816605 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.6328098773956299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868577793240547 + ], + "opposite_logprob_tokens": [ + -3.0486857891082764 + ], + "logprob_reward": -0.04868577793240547, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868577793240547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28790274262428284, + 0.13782799243927002, + 0.13290104269981384, + 0.04815785959362984, + 0.079762302339077, + 0.05544004961848259, + 0.029105810448527336, + 0.14448843896389008, + 0.04551144316792488, + 0.03890238329768181 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04868577793240547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206251308321953 + ], + "opposite_logprob_tokens": [ + -2.8120625019073486 + ], + "logprob_reward": -0.06206251308321953, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206251308321953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20610469579696655, + 0.1774638146162033, + 0.13570064306259155, + 0.11272667348384857, + 0.05242779105901718, + 0.10256365686655045, + 0.029621224850416183, + 0.06516312062740326, + 0.06637788563966751, + 0.05185050144791603 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06206251308321953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281617105007172 + ], + "opposite_logprob_tokens": [ + -2.0178160667419434 + ], + "logprob_reward": -0.14281617105007172, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281617105007172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12344957888126373, + 0.16210003197193146, + 0.08562367409467697, + 0.1667553335428238, + 0.13394732773303986, + 0.10326208174228668, + 0.08132866024971008, + 0.055255305022001266, + 0.040959231555461884, + 0.047318730503320694 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.14281617105007172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-angle, ultra-wide shot captured in the grandiose style of Andreas Gursky, the camera tracks smoothly to the right, following a turbulent current resembling a subterranean river. This murky, silt-laden torrent, churning with white foam and forming powerful whirlpools in the gloom, relentlessly erodes the ancient maze-like foundations of the Angkor Wat temple complex. Rows of majestic sandstone pillars, covered in moss and water stains, with intricate relief carvings of ancient gods and nymphs (Apsaras), appear in the dim light. The torrent crashes violently against the pillars' bases, stirring up high waves. The water level rises rapidly, steadily and deliberately swallowing up the exquisite carvings one by one, submerging them beneath the murky yellow surface. A few rays of light from invisible cracks above cast shafts of light in the dusty air, illuminating the restless surface of the water and the dull texture of the wet stone. The entire picture presents a cold tone composed of dark brown, moss green and dark gray, creating a grand, tragic and unstoppable sense of historical destiny, perfectly embodying the eternal erosion of natural forces on the remains of human civilization.", + "seed": 2599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_7532_seed_2599_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04090342689305544, + "vlm_logprob": -0.04090342689305544, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04090342689305544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10678841173648834 + ], + "opposite_logprob_tokens": [ + -2.731788396835327 + ], + "logprob_reward": -0.10678841173648834, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.10678841173648834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18290811777114868, + 0.06159472092986107, + 0.06849467754364014, + 0.06479044258594513, + 0.1050843596458435, + 0.03587983548641205, + 0.05119470879435539, + 0.08525315672159195, + 0.04293891414999962, + 0.301861047744751 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.10678841173648834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814113512635231 + ], + "opposite_logprob_tokens": [ + -3.2881412506103516 + ], + "logprob_reward": -0.03814113512635231, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814113512635231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459166407585144, + 0.09311290085315704, + 0.03550245985388756, + 0.016706125810742378, + 0.03848492354154587, + 0.043313007801771164, + 0.10546410083770752, + 0.0697905495762825, + 0.053584400564432144, + 0.39812496304512024 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03814113512635231 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609053835272789 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.01609053835272789, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609053835272789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23476198315620422, + 0.11155735701322556, + 0.07958956062793732, + 0.09138928353786469, + 0.04644317924976349, + 0.06164340302348137, + 0.054267458617687225, + 0.10308510810136795, + 0.024928351864218712, + 0.19233432412147522 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01609053835272789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792149998247623 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792149998247623, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792149998247623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18154454231262207, + 0.07155387103557587, + 0.05768078193068504, + 0.03998027369379997, + 0.06362496316432953, + 0.029153697192668915, + 0.06255640834569931, + 0.07630281895399094, + 0.03859306499361992, + 0.37900957465171814 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.009792149998247623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370489925146103 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370489925146103, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370489925146103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11230914294719696, + 0.10892555862665176, + 0.09166079014539719, + 0.0664728432893753, + 0.03844255208969116, + 0.06237602233886719, + 0.07223740220069885, + 0.08089379221200943, + 0.0539998896420002, + 0.31268203258514404 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03370489925146103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-angle, ultra-wide shot captured in the grandiose style of Andreas Gursky, the camera tracks smoothly to the right, following a turbulent current resembling a subterranean river. This murky, silt-laden torrent, churning with white foam and forming powerful whirlpools in the gloom, relentlessly erodes the ancient maze-like foundations of the Angkor Wat temple complex. Rows of majestic sandstone pillars, covered in moss and water stains, with intricate relief carvings of ancient gods and nymphs (Apsaras), appear in the dim light. The torrent crashes violently against the pillars' bases, stirring up high waves. The water level rises rapidly, steadily and deliberately swallowing up the exquisite carvings one by one, submerging them beneath the murky yellow surface. A few rays of light from invisible cracks above cast shafts of light in the dusty air, illuminating the restless surface of the water and the dull texture of the wet stone. The entire picture presents a cold tone composed of dark brown, moss green and dark gray, creating a grand, tragic and unstoppable sense of historical destiny, perfectly embodying the eternal erosion of natural forces on the remains of human civilization.", + "seed": 2600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_4/index_7532_seed_2600_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045909632742404935, + "vlm_logprob": -0.045909632742404935, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.045909632742404935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023555675521492958 + ], + "opposite_logprob_tokens": [ + -4.398555755615234 + ], + "logprob_reward": -0.023555675521492958, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.023555675521492958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6096786856651306, + 0.0443003848195076, + 0.11863004416227341, + 0.015022962354123592, + 0.017408084124326706, + 0.01657417230308056, + 0.04494244232773781, + 0.0980539545416832, + 0.023427002131938934, + 0.011962302960455418 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023555675521492958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867919161915779 + ], + "opposite_logprob_tokens": [ + -3.0486791133880615 + ], + "logprob_reward": -0.04867919161915779, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867919161915779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08728156238794327, + 0.14816246926784515, + 0.28407514095306396, + 0.022505803033709526, + 0.025371966883540154, + 0.024884894490242004, + 0.02740432135760784, + 0.28273576498031616, + 0.06823834776878357, + 0.029339730739593506 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.04867919161915779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607857272028923 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.01607857272028923, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607857272028923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25140610337257385, + 0.10942619293928146, + 0.1647634506225586, + 0.04604572802782059, + 0.06292957812547684, + 0.03930088132619858, + 0.07011159509420395, + 0.19228039681911469, + 0.0371580645442009, + 0.026578078046441078 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.01607857272028923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199061319231987 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199061319231987, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199061319231987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11016196012496948, + 0.11149907112121582, + 0.12323791533708572, + 0.044663771986961365, + 0.22689872980117798, + 0.06289130449295044, + 0.0527409128844738, + 0.17613552510738373, + 0.045506641268730164, + 0.04626422002911568 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.014199061319231987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high-angle, ultra-wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track smoothly to the right following a turbulent subterranean river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of sandstone pillars with intricate relief carvings of ancient gods and nymphs (Apsaras) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water murky, silt-laden, and yellow, actively rising to submerge the carvings one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are shafts of light visible casting through dusty air onto the water and wet stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703566253185272 + ], + "opposite_logprob_tokens": [ + -2.127035617828369 + ], + "logprob_reward": -0.12703566253185272, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703566253185272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33808138966560364, + 0.07149607688188553, + 0.14376452565193176, + 0.0353248305618763, + 0.026786629110574722, + 0.0540706031024456, + 0.04441523551940918, + 0.23365728557109833, + 0.018479570746421814, + 0.03392390161752701 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.12703566253185272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_tensor([8201, 8201])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_tensor([8201, 8201])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ff445f8c5ccbc97605268ea0a84965bec66519 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_tensor([8201, 8201])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, eye-level extreme close-up focuses on a freshly sliced chocolate lava cake, the camera held still to capture every minute detail. The cake, with its dark, tender, slightly matte crumb, sits in the center of a pristine, glossy white ceramic dish. A clean cut reveals its core, and a thick, molten river of dark chocolate begins to ooze out luxuriously. The liquid chocolate, with its incredible sheen, captures the warm, soft light from a single, directional light source just off-camera, creating brilliant, mirrored highlights as it flows steadily and deliberately down the sides of the cake. The lava pools at the bottom, forming an ever-expanding, mirror-like puddle on the bare white dish. Its slow, viscous movement creates an atmosphere of decadent, irresistible indulgence against the softly blurred dark background.", + "seed": 19119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_8201_seed_19119_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.36498358892276883, + "vlm_logprob": -0.36498358892276883, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.36498358892276883, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040919799357652664 + ], + "opposite_logprob_tokens": [ + -3.290919780731201 + ], + "logprob_reward": -0.040919799357652664, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040919799357652664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.241519033908844, + 0.04289895296096802, + 0.029126925393939018, + 0.2745615839958191, + 0.06812416762113571, + 0.048203907907009125, + 0.06973962485790253, + 0.028014246374368668, + 0.10906601697206497, + 0.08874551206827164 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.040919799357652664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053999900817871 + ], + "opposite_logprob_tokens": [ + -0.4289998710155487 + ], + "logprob_reward": -1.053999900817871, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053999900817871, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13872317969799042, + 0.08664730936288834, + 0.03543327748775482, + 0.4861638844013214, + 0.03412255272269249, + 0.05097084864974022, + 0.029870901256799698, + 0.05037467181682587, + 0.032154928892850876, + 0.05553844943642616 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -1.053999900817871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006763067562133074 + ], + "opposite_logprob_tokens": [ + -5.006762981414795 + ], + "logprob_reward": -0.006763067562133074, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006763067562133074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14760765433311462, + 0.11371169239282608, + 0.08181462436914444, + 0.3875204026699066, + 0.043753210455179214, + 0.02776051126420498, + 0.07425907999277115, + 0.05935760214924812, + 0.025036802515387535, + 0.03917844966053963 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006763067562133074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029845761135220528 + ], + "opposite_logprob_tokens": [ + -3.529845714569092 + ], + "logprob_reward": -0.029845761135220528, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029845761135220528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11386825144290924, + 0.08184608817100525, + 0.10179156064987183, + 0.34004732966423035, + 0.0410735160112381, + 0.039552342146635056, + 0.10941782593727112, + 0.06606914848089218, + 0.034295521676540375, + 0.07203837484121323 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.029845761135220528 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933894157409668 + ], + "opposite_logprob_tokens": [ + -0.6933894157409668 + ], + "logprob_reward": -0.6933894157409668, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933894157409668, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09152517467737198, + 0.01993071474134922, + 0.09983513504266739, + 0.5526062250137329, + 0.03203341364860535, + 0.023365575820207596, + 0.05481502041220665, + 0.03703556954860687, + 0.036472782492637634, + 0.052380334585905075 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.6933894157409668 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dramatic, eye-level extreme close-up focuses on a freshly sliced chocolate lava cake, the camera held still to capture every minute detail. The cake, with its dark, tender, slightly matte crumb, sits in the center of a pristine, glossy white ceramic dish. A clean cut reveals its core, and a thick, molten river of dark chocolate begins to ooze out luxuriously. The liquid chocolate, with its incredible sheen, captures the warm, soft light from a single, directional light source just off-camera, creating brilliant, mirrored highlights as it flows steadily and deliberately down the sides of the cake. The lava pools at the bottom, forming an ever-expanding, mirror-like puddle on the bare white dish. Its slow, viscous movement creates an atmosphere of decadent, irresistible indulgence against the softly blurred dark background.", + "seed": 19120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_8201_seed_19120_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13465156881138682, + "vlm_logprob": -0.13465156881138682, + "vlm_yes_no_margin": 2.799999988079071, + "vlm_token_credit": -0.13465156881138682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11560459434986115 + ], + "opposite_logprob_tokens": [ + -2.2406046390533447 + ], + "logprob_reward": -0.11560459434986115, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11560459434986115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27294743061065674, + 0.10069499164819717, + 0.05010713264346123, + 0.09066226333379745, + 0.12613366544246674, + 0.11530682444572449, + 0.0996997132897377, + 0.07072654366493225, + 0.03365522623062134, + 0.040066204965114594 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11560459434986115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22565238177776337 + ], + "opposite_logprob_tokens": [ + -1.6006523370742798 + ], + "logprob_reward": -0.22565238177776337, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22565238177776337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17282648384571075, + 0.12077958136796951, + 0.11700855195522308, + 0.10191091150045395, + 0.18618948757648468, + 0.05476868152618408, + 0.09250752627849579, + 0.08024464547634125, + 0.036387063562870026, + 0.037377096712589264 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.22565238177776337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059707374311983585 + ], + "opposite_logprob_tokens": [ + -5.1309709548950195 + ], + "logprob_reward": -0.0059707374311983585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059707374311983585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2822950780391693, + 0.14777298271656036, + 0.06916269659996033, + 0.03880079835653305, + 0.17637205123901367, + 0.0662107765674591, + 0.09343256056308746, + 0.07326576113700867, + 0.021698392927646637, + 0.03098888322710991 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0059707374311983585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560899369418621 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012560899369418621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560899369418621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2816332280635834, + 0.10000129044055939, + 0.08774252235889435, + 0.04292634129524231, + 0.0888313427567482, + 0.13340501487255096, + 0.09112545102834702, + 0.09741556644439697, + 0.0438961423933506, + 0.03302321210503578 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012560899369418621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134692311286926 + ], + "opposite_logprob_tokens": [ + -1.3134691715240479 + ], + "logprob_reward": -0.3134692311286926, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134692311286926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1661689579486847, + 0.2092755287885666, + 0.10566303879022598, + 0.08096608519554138, + 0.13179084658622742, + 0.10629963129758835, + 0.04572967439889908, + 0.06821202486753464, + 0.0424177385866642, + 0.04347645118832588 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.3134692311286926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, eye-level extreme close-up focuses on a freshly sliced chocolate lava cake, the camera held still to capture every minute detail. The cake, with its dark, tender, slightly matte crumb, sits in the center of a pristine, glossy white ceramic dish. A clean cut reveals its core, and a thick, molten river of dark chocolate begins to ooze out luxuriously. The liquid chocolate, with its incredible sheen, captures the warm, soft light from a single, directional light source just off-camera, creating brilliant, mirrored highlights as it flows steadily and deliberately down the sides of the cake. The lava pools at the bottom, forming an ever-expanding, mirror-like puddle on the bare white dish. Its slow, viscous movement creates an atmosphere of decadent, irresistible indulgence against the softly blurred dark background.", + "seed": 19121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_8201_seed_19121_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3233657874166965, + "vlm_logprob": -0.3233657874166965, + "vlm_yes_no_margin": 2.3250000059604643, + "vlm_token_credit": -0.3233657874166965, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027696333825588226 + ], + "opposite_logprob_tokens": [ + -3.652696371078491 + ], + "logprob_reward": -0.027696333825588226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027696333825588226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7792841792106628, + 0.07701264321804047, + 0.01933380775153637, + 0.01656336337327957, + 0.02378133125603199, + 0.019976463168859482, + 0.012776628136634827, + 0.006996627431362867, + 0.024915004149079323, + 0.019359907135367393 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.027696333825588226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9744360446929932 + ], + "opposite_logprob_tokens": [ + -0.47443607449531555 + ], + "logprob_reward": -0.9744360446929932, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9744360446929932, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4038068354129791, + 0.17486855387687683, + 0.030824095010757446, + 0.05175837501883507, + 0.07177905738353729, + 0.05348540470004082, + 0.07999138534069061, + 0.03996944800019264, + 0.03567066416144371, + 0.05784611031413078 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.9744360446929932 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866900384426117 + ], + "opposite_logprob_tokens": [ + -4.758668899536133 + ], + "logprob_reward": -0.00866900384426117, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866900384426117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.519324541091919, + 0.11437992006540298, + 0.073029063642025, + 0.05134522169828415, + 0.035617269575595856, + 0.04972905293107033, + 0.04122418165206909, + 0.040175728499889374, + 0.028636446222662926, + 0.046538613736629486 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00866900384426117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983905002474785 + ], + "opposite_logprob_tokens": [ + -3.529839038848877 + ], + "logprob_reward": -0.02983905002474785, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983905002474785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5505470633506775, + 0.0886269211769104, + 0.10456036031246185, + 0.07603446394205093, + 0.028947237879037857, + 0.031053999438881874, + 0.011104498989880085, + 0.029332896694540977, + 0.0274723619222641, + 0.05232011899352074 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02983905002474785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761885046958923 + ], + "opposite_logprob_tokens": [ + -0.8261885046958923 + ], + "logprob_reward": -0.5761885046958923, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761885046958923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20367233455181122, + 0.15600349009037018, + 0.05043485015630722, + 0.07298597693443298, + 0.21930721402168274, + 0.07074540853500366, + 0.03774097561836243, + 0.025409532710909843, + 0.03912762925028801, + 0.1245725154876709 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.5761885046958923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, eye-level extreme close-up focuses on a freshly sliced chocolate lava cake, the camera held still to capture every minute detail. The cake, with its dark, tender, slightly matte crumb, sits in the center of a pristine, glossy white ceramic dish. A clean cut reveals its core, and a thick, molten river of dark chocolate begins to ooze out luxuriously. The liquid chocolate, with its incredible sheen, captures the warm, soft light from a single, directional light source just off-camera, creating brilliant, mirrored highlights as it flows steadily and deliberately down the sides of the cake. The lava pools at the bottom, forming an ever-expanding, mirror-like puddle on the bare white dish. Its slow, viscous movement creates an atmosphere of decadent, irresistible indulgence against the softly blurred dark background.", + "seed": 19122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_5/index_8201_seed_19122_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15562151335179805, + "vlm_logprob": -0.15562151335179805, + "vlm_yes_no_margin": 2.5249999880790712, + "vlm_token_credit": -0.15562151335179805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07354099303483963 + ], + "opposite_logprob_tokens": [ + -2.6985409259796143 + ], + "logprob_reward": -0.07354099303483963, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07354099303483963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2828710973262787, + 0.10359092056751251, + 0.037854425609111786, + 0.03576599806547165, + 0.27330946922302246, + 0.10093332082033157, + 0.04937823861837387, + 0.02674979157745838, + 0.0631161779165268, + 0.026430495083332062 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07354099303483963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34870147705078125 + ], + "opposite_logprob_tokens": [ + -1.2237014770507812 + ], + "logprob_reward": -0.34870147705078125, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34870147705078125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047926660627126694, + 0.2197427898645401, + 0.027923017740249634, + 0.038349688053131104, + 0.33150434494018555, + 0.0192221999168396, + 0.20987139642238617, + 0.00852665863931179, + 0.038500379770994186, + 0.05843289569020271 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.34870147705078125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657658472657204 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.008657658472657204, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657658472657204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23621885478496552, + 0.1195431798696518, + 0.06779477000236511, + 0.05536064878106117, + 0.2943519651889801, + 0.03463801369071007, + 0.06866011768579483, + 0.040228575468063354, + 0.04227416589856148, + 0.04092976078391075 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.008657658472657204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724378794431686 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724378794431686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724378794431686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14233151078224182, + 0.09897525608539581, + 0.1440306454896927, + 0.09090100228786469, + 0.043232809752225876, + 0.09795049577951431, + 0.205336794257164, + 0.06926167011260986, + 0.035806804895401, + 0.07217303663492203 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.033724378794431686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level extreme close-up of a freshly sliced chocolate lava cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cake sitting in a pristine, glossy white ceramic dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick, molten river of dark chocolate oozing out from the cut core of the cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single directional light source creating brilliant mirrored highlights on the liquid chocolate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134830594062805 + ], + "opposite_logprob_tokens": [ + -1.3134829998016357 + ], + "logprob_reward": -0.3134830594062805, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134830594062805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06861591339111328, + 0.044843051582574844, + 0.0429345928132534, + 0.05570892244577408, + 0.5755858421325684, + 0.1042451560497284, + 0.031942546367645264, + 0.014174607582390308, + 0.03951087221503258, + 0.02243851311504841 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.3134830594062805 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_tensor([3905, 3905])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_tensor([3905, 3905])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b55649c84db2e8ec24e7dc410ee282e58cfc4a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_tensor([3905, 3905])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle drone glides slowly and steadily forward, tracing the languid path of a slow-flowing river as it weaves through a dense, old-growth forest. The camera maintains a steady, dreamlike pace above the treetops, capturing the entire canopy, forming a near-continuous ceiling above the water. The interconnected branches and lush foliage are vibrant shades of golden yellow and rich ochre. Below, the river's dark, calm surface acts like a dynamic mirror; it captures the fiery foliage, but the gentle, almost imperceptible current distorts the reflection into soft, twisted, and painterly images of the trees. A thick, ethereal mist slowly billows over the water, its thin tendrils curling and clinging to the surface, creating a profound sense of tranquility and mystery. The entire scene is bathed in a soft, diffuse light, as if filtering through the mist itself, casting a warm golden glow that enhances the mysterious and serene atmosphere.", + "seed": 15424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_3905_seed_15424_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3211710289120674, + "vlm_logprob": -0.3211710289120674, + "vlm_yes_no_margin": 2.349999988079071, + "vlm_token_credit": -0.3211710289120674, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.226749300956726 + ], + "opposite_logprob_tokens": [ + -0.3517492711544037 + ], + "logprob_reward": -1.226749300956726, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.226749300956726, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.345781534910202, + 0.03915109112858772, + 0.06052536144852638, + 0.023937731981277466, + 0.04805220663547516, + 0.056897565722465515, + 0.07211152464151382, + 0.04436889663338661, + 0.034979309886693954, + 0.2741948068141937 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -1.226749300956726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834885150194168 + ], + "opposite_logprob_tokens": [ + -3.5298349857330322 + ], + "logprob_reward": -0.029834885150194168, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834885150194168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22775965929031372, + 0.107660673558712, + 0.04136957973241806, + 0.034922678023576736, + 0.03296450152993202, + 0.034864529967308044, + 0.048609234392642975, + 0.04972385987639427, + 0.04777140915393829, + 0.37435382604599 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029834885150194168 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543123215436935 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543123215436935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543123215436935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22552478313446045, + 0.08111897110939026, + 0.11061147600412369, + 0.022017380222678185, + 0.03977023437619209, + 0.050744540989398956, + 0.045345488935709, + 0.09659887850284576, + 0.038650110363960266, + 0.2896181046962738 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.012543123215436935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289121687412262 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289121687412262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289121687412262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12267725169658661, + 0.14911365509033203, + 0.2753037214279175, + 0.029789414256811142, + 0.09693450480699539, + 0.04643925279378891, + 0.09477660804986954, + 0.07068043947219849, + 0.033145397901535034, + 0.0811397135257721 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.023289121687412262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134387135505676 + ], + "opposite_logprob_tokens": [ + -1.3134386539459229 + ], + "logprob_reward": -0.3134387135505676, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134387135505676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28186240792274475, + 0.11969921737909317, + 0.07731232792139053, + 0.026396067813038826, + 0.030949171632528305, + 0.036643896251916885, + 0.08111191540956497, + 0.05295253172516823, + 0.01817154325544834, + 0.27490097284317017 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.3134387135505676 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone glides slowly and steadily forward, tracing the languid path of a slow-flowing river as it weaves through a dense, old-growth forest. The camera maintains a steady, dreamlike pace above the treetops, capturing the entire canopy, forming a near-continuous ceiling above the water. The interconnected branches and lush foliage are vibrant shades of golden yellow and rich ochre. Below, the river's dark, calm surface acts like a dynamic mirror; it captures the fiery foliage, but the gentle, almost imperceptible current distorts the reflection into soft, twisted, and painterly images of the trees. A thick, ethereal mist slowly billows over the water, its thin tendrils curling and clinging to the surface, creating a profound sense of tranquility and mystery. The entire scene is bathed in a soft, diffuse light, as if filtering through the mist itself, casting a warm golden glow that enhances the mysterious and serene atmosphere.", + "seed": 15425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_3905_seed_15425_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3500430088490248, + "vlm_logprob": -0.3500430088490248, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.3500430088490248, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4082684516906738 + ], + "opposite_logprob_tokens": [ + -0.28326845169067383 + ], + "logprob_reward": -1.4082684516906738, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4082684516906738, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28039976954460144, + 0.045952338725328445, + 0.04696931689977646, + 0.04716228321194649, + 0.032661180943250656, + 0.04998668655753136, + 0.25862109661102295, + 0.06083095818758011, + 0.0679268166422844, + 0.10948958247900009 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -1.4082684516906738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018219495192170143 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.018219495192170143, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018219495192170143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1865062415599823, + 0.06007992848753929, + 0.04641195386648178, + 0.04826453700661659, + 0.03660076484084129, + 0.07087636739015579, + 0.18609263002872467, + 0.06100614368915558, + 0.13852189481258392, + 0.1656395047903061 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.018219495192170143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073880717158318 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073880717158318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073880717158318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20125709474086761, + 0.24345676600933075, + 0.06859055906534195, + 0.0644218847155571, + 0.039537250995635986, + 0.060854602605104446, + 0.0908958837389946, + 0.059051401913166046, + 0.12250000983476639, + 0.049434542655944824 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.016073880717158318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634921483695507 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.02634921483695507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634921483695507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22799530625343323, + 0.04627339541912079, + 0.06249995902180672, + 0.08241235464811325, + 0.037438180297613144, + 0.08270468562841415, + 0.0889727920293808, + 0.043843917548656464, + 0.28064045310020447, + 0.047219086438417435 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.02634921483695507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813040018081665 + ], + "opposite_logprob_tokens": [ + -1.4063040018081665 + ], + "logprob_reward": -0.2813040018081665, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813040018081665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22024540603160858, + 0.11336521059274673, + 0.06817372143268585, + 0.02302411198616028, + 0.052049752324819565, + 0.05262049287557602, + 0.04788270965218544, + 0.02923901379108429, + 0.06115935742855072, + 0.33224019408226013 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2813040018081665 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone glides slowly and steadily forward, tracing the languid path of a slow-flowing river as it weaves through a dense, old-growth forest. The camera maintains a steady, dreamlike pace above the treetops, capturing the entire canopy, forming a near-continuous ceiling above the water. The interconnected branches and lush foliage are vibrant shades of golden yellow and rich ochre. Below, the river's dark, calm surface acts like a dynamic mirror; it captures the fiery foliage, but the gentle, almost imperceptible current distorts the reflection into soft, twisted, and painterly images of the trees. A thick, ethereal mist slowly billows over the water, its thin tendrils curling and clinging to the surface, creating a profound sense of tranquility and mystery. The entire scene is bathed in a soft, diffuse light, as if filtering through the mist itself, casting a warm golden glow that enhances the mysterious and serene atmosphere.", + "seed": 15426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_3905_seed_15426_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25579787977039814, + "vlm_logprob": -0.25579787977039814, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.25579787977039814, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8329623937606812 + ], + "opposite_logprob_tokens": [ + -0.5829623937606812 + ], + "logprob_reward": -0.8329623937606812, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8329623937606812, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.40709730982780457, + 0.04741215333342552, + 0.18091444671154022, + 0.026843871921300888, + 0.07685530930757523, + 0.025194698944687843, + 0.10635735839605331, + 0.04421335086226463, + 0.03052910417318344, + 0.0545823760330677 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.8329623937606812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611969754099846 + ], + "opposite_logprob_tokens": [ + -3.8956120014190674 + ], + "logprob_reward": -0.020611969754099846, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611969754099846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31066060066223145, + 0.06773489713668823, + 0.17105865478515625, + 0.040699198842048645, + 0.0590679831802845, + 0.038436565548181534, + 0.08967562019824982, + 0.03505265712738037, + 0.06006457656621933, + 0.12754924595355988 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.020611969754099846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1980964094400406, + 0.049617934972047806, + 0.4226801097393036, + 0.043308451771736145, + 0.09229400008916855, + 0.0235417652875185, + 0.04986436665058136, + 0.021706972271203995, + 0.02676735259592533, + 0.07212270796298981 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0067422278225421906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003582268953323 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003582268953323, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003582268953323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44321274757385254, + 0.09746882319450378, + 0.1598227620124817, + 0.022733500227332115, + 0.15030138194561005, + 0.011171222664415836, + 0.024159908294677734, + 0.013203538954257965, + 0.03141448646783829, + 0.04651164636015892 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07003582268953323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486369848251343 + ], + "opposite_logprob_tokens": [ + -1.2236369848251343 + ], + "logprob_reward": -0.3486369848251343, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486369848251343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34560641646385193, + 0.11458241939544678, + 0.09884697198867798, + 0.04440774768590927, + 0.17148321866989136, + 0.02232537418603897, + 0.06494100391864777, + 0.02019042894244194, + 0.04749322310090065, + 0.07012319564819336 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.3486369848251343 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone glides slowly and steadily forward, tracing the languid path of a slow-flowing river as it weaves through a dense, old-growth forest. The camera maintains a steady, dreamlike pace above the treetops, capturing the entire canopy, forming a near-continuous ceiling above the water. The interconnected branches and lush foliage are vibrant shades of golden yellow and rich ochre. Below, the river's dark, calm surface acts like a dynamic mirror; it captures the fiery foliage, but the gentle, almost imperceptible current distorts the reflection into soft, twisted, and painterly images of the trees. A thick, ethereal mist slowly billows over the water, its thin tendrils curling and clinging to the surface, creating a profound sense of tranquility and mystery. The entire scene is bathed in a soft, diffuse light, as if filtering through the mist itself, casting a warm golden glow that enhances the mysterious and serene atmosphere.", + "seed": 15427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_6/index_3905_seed_15427_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6258702754974366, + "vlm_logprob": -0.6258702754974366, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.6258702754974366, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6960480213165283 + ], + "opposite_logprob_tokens": [ + -0.07104796171188354 + ], + "logprob_reward": -2.6960480213165283, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6960480213165283, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18901464343070984, + 0.06360107660293579, + 0.043708764016628265, + 0.04259251803159714, + 0.10225893557071686, + 0.07400408387184143, + 0.13787363469600677, + 0.2803371250629425, + 0.02851567603647709, + 0.03809354826807976 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -2.6960480213165283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1131233498454094 + ], + "opposite_logprob_tokens": [ + -2.2381234169006348 + ], + "logprob_reward": -0.1131233498454094, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1131233498454094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22588741779327393, + 0.11384011059999466, + 0.042454615235328674, + 0.07572228461503983, + 0.12423674017190933, + 0.03079678677022457, + 0.16194003820419312, + 0.08661308884620667, + 0.03750898689031601, + 0.10099988430738449 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.1131233498454094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060776576399803 + ], + "opposite_logprob_tokens": [ + -3.8956077098846436 + ], + "logprob_reward": -0.02060776576399803, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060776576399803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16248929500579834, + 0.05990083888173103, + 0.09746158123016357, + 0.04836425930261612, + 0.12468155473470688, + 0.0608811229467392, + 0.1532730758190155, + 0.20045141875743866, + 0.017342589795589447, + 0.07515428215265274 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.02060776576399803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200766295194626 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200766295194626, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200766295194626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21089601516723633, + 0.07961202412843704, + 0.08371372520923615, + 0.05632418021559715, + 0.13674211502075195, + 0.06479152292013168, + 0.18826372921466827, + 0.13653439283370972, + 0.0270873811095953, + 0.01603488251566887 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.018200766295194626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle, looking down from above the treetops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly and steadily forward, tracing the path of a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the trees and foliage depicted in vibrant shades of golden yellow and rich ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river surface dark and calm, acting as a mirror that reflects the foliage in soft, twisted, and painterly images?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a thick, ethereal mist visible billowing over the water and clinging to the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137147426605225 + ], + "opposite_logprob_tokens": [ + -1.4063714742660522 + ], + "logprob_reward": -0.28137147426605225, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137147426605225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20775501430034637, + 0.15961961448192596, + 0.20881417393684387, + 0.02238175831735134, + 0.06794582307338715, + 0.02871248871088028, + 0.08973097801208496, + 0.11765662580728531, + 0.06490945816040039, + 0.032474029809236526 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.28137147426605225 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_tensor([6734, 6734])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_tensor([6734, 6734])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e26e39104cb4a4f8d08bf6965552fa777dea179b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_tensor([6734, 6734])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight head-tracking shot maintains constant focus on the nose of a paper airplane meticulously folded from a dreamy train ticket. The ticket, a warm cream with a pearlescent sheen, bears faint golden text in an elegant, artistic font, the creases of the paper crisp and soft. Slowly and gracefully, the paper airplane ascends into a gentle, fairytale world, its nose firmly pointed skyward, its body swaying gently in an invisible breeze, its gesture both innocent and endearing. The camera follows it through vast, fluffy, cotton-candy-like clouds tinted in pastel pinks, lavenders, and baby blues, their wingtips stirring up wisps of shimmering fluff as they pass. The entire scene is bathed in a dreamy, soft golden light, which penetrates the clouds and casts iridescent shadows on the paper airplane's surface, creating an atmosphere of tranquility, warmth, and whimsy. The overall image evokes the rich, subdued, and delicate style of a fairytale illustration.", + "seed": 5080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_6734_seed_5080_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13945668775122613, + "vlm_logprob": -0.13945668775122613, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.13945668775122613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6349309682846069 + ], + "opposite_logprob_tokens": [ + -0.7599309682846069 + ], + "logprob_reward": -0.6349309682846069, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6349309682846069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09291021525859833, + 0.046313054859638214, + 0.19046281278133392, + 0.08254734426736832, + 0.06606252491474152, + 0.06055925041437149, + 0.1537065953016281, + 0.1506546586751938, + 0.09517990052700043, + 0.06160363927483559 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.6349309682846069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205958541482687 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.0205958541482687, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205958541482687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20129315555095673, + 0.0934930369257927, + 0.0732983723282814, + 0.07006409764289856, + 0.1142275258898735, + 0.0739409327507019, + 0.10386914759874344, + 0.13491596281528473, + 0.06018031761050224, + 0.07471749931573868 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0205958541482687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10557317733764648, + 0.12881040573120117, + 0.08146864175796509, + 0.09177492558956146, + 0.24744965136051178, + 0.09105892479419708, + 0.08171199262142181, + 0.06593887507915497, + 0.05510743334889412, + 0.05110593140125275 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013335392577573657 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013335392577573657, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013335392577573657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26235976815223694, + 0.20853400230407715, + 0.06608536839485168, + 0.06690414249897003, + 0.05643457546830177, + 0.07086894661188126, + 0.09352482110261917, + 0.08331701159477234, + 0.05062222108244896, + 0.041349202394485474 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0013335392577573657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368807211518288 + ], + "opposite_logprob_tokens": [ + -3.4086880683898926 + ], + "logprob_reward": -0.03368807211518288, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368807211518288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10800771415233612, + 0.1412353217601776, + 0.07575800269842148, + 0.042644649744033813, + 0.10885625332593918, + 0.0664079338312149, + 0.2194344848394394, + 0.13247905671596527, + 0.055992450565099716, + 0.0491841621696949 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.03368807211518288 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight head-tracking shot maintains constant focus on the nose of a paper airplane meticulously folded from a dreamy train ticket. The ticket, a warm cream with a pearlescent sheen, bears faint golden text in an elegant, artistic font, the creases of the paper crisp and soft. Slowly and gracefully, the paper airplane ascends into a gentle, fairytale world, its nose firmly pointed skyward, its body swaying gently in an invisible breeze, its gesture both innocent and endearing. The camera follows it through vast, fluffy, cotton-candy-like clouds tinted in pastel pinks, lavenders, and baby blues, their wingtips stirring up wisps of shimmering fluff as they pass. The entire scene is bathed in a dreamy, soft golden light, which penetrates the clouds and casts iridescent shadows on the paper airplane's surface, creating an atmosphere of tranquility, warmth, and whimsy. The overall image evokes the rich, subdued, and delicate style of a fairytale illustration.", + "seed": 5081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_6734_seed_5081_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05162413971265778, + "vlm_logprob": -0.05162413971265778, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.05162413971265778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.226554736495018 + ], + "opposite_logprob_tokens": [ + -1.6015547513961792 + ], + "logprob_reward": -0.226554736495018, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.226554736495018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10933485627174377, + 0.026123547926545143, + 0.02525234781205654, + 0.7086034417152405, + 0.02110513485968113, + 0.03526357188820839, + 0.009156695567071438, + 0.013555584475398064, + 0.018469320610165596, + 0.033135443925857544 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.226554736495018 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525640370324254 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.00525640370324254, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525640370324254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10139306634664536, + 0.054913997650146484, + 0.03934188932180405, + 0.4501485228538513, + 0.04911337047815323, + 0.07133233547210693, + 0.03360626474022865, + 0.014815166592597961, + 0.04644828289747238, + 0.1388871669769287 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.00525640370324254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07071366906166077, + 0.05146588757634163, + 0.021135687828063965, + 0.19331566989421844, + 0.034875042736530304, + 0.0980479046702385, + 0.042316220700740814, + 0.035468608140945435, + 0.3013342618942261, + 0.15132708847522736 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.005248458590358496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004926898400299251 + ], + "opposite_logprob_tokens": [ + -7.625492572784424 + ], + "logprob_reward": -0.0004926898400299251, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004926898400299251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09047746658325195, + 0.03918899595737457, + 0.03159164637327194, + 0.19879654049873352, + 0.03747659921646118, + 0.07635441422462463, + 0.044530853629112244, + 0.03157227858901024, + 0.049263425171375275, + 0.4007478356361389 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0004926898400299251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056840993463993 + ], + "opposite_logprob_tokens": [ + -3.895568370819092 + ], + "logprob_reward": -0.02056840993463993, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056840993463993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06566984206438065, + 0.04188447818160057, + 0.03350236266851425, + 0.6595185995101929, + 0.03666944056749344, + 0.0286483746021986, + 0.019429123029112816, + 0.0333586223423481, + 0.02872929722070694, + 0.052589911967515945 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.02056840993463993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight head-tracking shot maintains constant focus on the nose of a paper airplane meticulously folded from a dreamy train ticket. The ticket, a warm cream with a pearlescent sheen, bears faint golden text in an elegant, artistic font, the creases of the paper crisp and soft. Slowly and gracefully, the paper airplane ascends into a gentle, fairytale world, its nose firmly pointed skyward, its body swaying gently in an invisible breeze, its gesture both innocent and endearing. The camera follows it through vast, fluffy, cotton-candy-like clouds tinted in pastel pinks, lavenders, and baby blues, their wingtips stirring up wisps of shimmering fluff as they pass. The entire scene is bathed in a dreamy, soft golden light, which penetrates the clouds and casts iridescent shadows on the paper airplane's surface, creating an atmosphere of tranquility, warmth, and whimsy. The overall image evokes the rich, subdued, and delicate style of a fairytale illustration.", + "seed": 5082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_6734_seed_5082_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22079583550803364, + "vlm_logprob": -0.22079583550803364, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.22079583550803364, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0552939176559448 + ], + "opposite_logprob_tokens": [ + -0.4302939474582672 + ], + "logprob_reward": -1.0552939176559448, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0552939176559448, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.052161842584609985, + 0.06464985758066177, + 0.37863680720329285, + 0.1232268288731575, + 0.11439898610115051, + 0.04623405262827873, + 0.061778318136930466, + 0.08820324391126633, + 0.029920263215899467, + 0.04078979790210724 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -1.0552939176559448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03500983864068985, + 0.09043441712856293, + 0.1613263487815857, + 0.3802923262119293, + 0.09447383135557175, + 0.05888795480132103, + 0.055369094014167786, + 0.07215969264507294, + 0.024714834988117218, + 0.02733161859214306 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625400088727474 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625400088727474, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625400088727474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06169585511088371, + 0.056967999786138535, + 0.4324675500392914, + 0.03975151479244232, + 0.03266690671443939, + 0.23445828258991241, + 0.018813801929354668, + 0.03901700675487518, + 0.029077164828777313, + 0.05508391186594963 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.007625400088727474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017091918271034956 + ], + "opposite_logprob_tokens": [ + -6.376708984375 + ], + "logprob_reward": -0.0017091918271034956, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017091918271034956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810110926628113, + 0.05100062116980553, + 0.26252254843711853, + 0.10303111374378204, + 0.3181837797164917, + 0.01964636705815792, + 0.04450438916683197, + 0.05084741488099098, + 0.017074117437005043, + 0.03508855774998665 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.0017091918271034956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275496438145638 + ], + "opposite_logprob_tokens": [ + -3.77327561378479 + ], + "logprob_reward": -0.023275496438145638, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275496438145638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17330844700336456, + 0.13956019282341003, + 0.09286833554506302, + 0.08650645613670349, + 0.2273811250925064, + 0.06650447845458984, + 0.043509211391210556, + 0.05520017072558403, + 0.01966424658894539, + 0.09549732506275177 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023275496438145638 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight head-tracking shot maintains constant focus on the nose of a paper airplane meticulously folded from a dreamy train ticket. The ticket, a warm cream with a pearlescent sheen, bears faint golden text in an elegant, artistic font, the creases of the paper crisp and soft. Slowly and gracefully, the paper airplane ascends into a gentle, fairytale world, its nose firmly pointed skyward, its body swaying gently in an invisible breeze, its gesture both innocent and endearing. The camera follows it through vast, fluffy, cotton-candy-like clouds tinted in pastel pinks, lavenders, and baby blues, their wingtips stirring up wisps of shimmering fluff as they pass. The entire scene is bathed in a dreamy, soft golden light, which penetrates the clouds and casts iridescent shadows on the paper airplane's surface, creating an atmosphere of tranquility, warmth, and whimsy. The overall image evokes the rich, subdued, and delicate style of a fairytale illustration.", + "seed": 5083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_7/index_6734_seed_5083_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03388867656467483, + "vlm_logprob": -0.03388867656467483, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.03388867656467483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12746833264827728 + ], + "opposite_logprob_tokens": [ + -2.1274683475494385 + ], + "logprob_reward": -0.12746833264827728, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12746833264827728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06162523478269577, + 0.028468061238527298, + 0.6794673204421997, + 0.011292017996311188, + 0.012434975244104862, + 0.029471399262547493, + 0.11933891475200653, + 0.024084754288196564, + 0.014043021015822887, + 0.01977435313165188 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.12746833264827728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04033084213733673, + 0.034792277961969376, + 0.6307581067085266, + 0.013574454933404922, + 0.008857298642396927, + 0.017346009612083435, + 0.21117457747459412, + 0.016298985108733177, + 0.00894918106496334, + 0.017918245866894722 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.012540650554001331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247153807431459 + ], + "opposite_logprob_tokens": [ + -5.255247116088867 + ], + "logprob_reward": -0.005247153807431459, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247153807431459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07660206407308578, + 0.021288810297846794, + 0.7850834131240845, + 0.010372077114880085, + 0.018031004816293716, + 0.015260697342455387, + 0.031419020146131516, + 0.014538165181875229, + 0.01695546694099903, + 0.01044925395399332 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.005247153807431459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009159421897493303 + ], + "opposite_logprob_tokens": [ + -7.000916004180908 + ], + "logprob_reward": -0.0009159421897493303, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009159421897493303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03294425830245018, + 0.016625791788101196, + 0.8317146301269531, + 0.0217478945851326, + 0.009978720918297768, + 0.01905721426010132, + 0.02945621870458126, + 0.01473645493388176, + 0.014099813997745514, + 0.009638904593884945 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0009159421897493303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a paper airplane folded from a dreamy train ticket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper airplane colored warm cream with a pearlescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the paper airplane ascend slowly and gracefully into the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, fluffy clouds tinted in pastel pinks, lavenders, and baby blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in a soft golden light that casts iridescent shadows on the paper airplane?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327130362391472 + ], + "opposite_logprob_tokens": [ + -3.773271322250366 + ], + "logprob_reward": -0.02327130362391472, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327130362391472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17888876795768738, + 0.0642070397734642, + 0.1780715435743332, + 0.03572656586766243, + 0.06167696788907051, + 0.07225891947746277, + 0.1711977869272232, + 0.06762328743934631, + 0.11857179552316666, + 0.05177731812000275 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02327130362391472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_tensor([640, 640])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_tensor([640, 640])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..63b194ecc1c7c8d710d1a258b8648b55170371cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_tensor([640, 640])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, medium-length, static shot, taken from a level angle, captures a graying elderly couple sitting side by side in a warm, if slightly dated, living room. They sit by a large bay window, soft afternoon sunlight slanting through the clear glass, casting long, warm patches of light on the wooden floor beside them. The husband, seated on the left, wears a dark blue wool cardigan over a light gray plaid shirt. His face, deeply wrinkled by time, gazes calmly ahead, as if lost in thought. Beside him, his wife, dressed in a soft, off-white turtleneck sweater, her equally gray hair elegantly tied in a bun. Her head tilted slightly to the right, her gaze over her husband's shoulder, distant and unfocused, gazing out the window at the late autumn scene, where a few withered yellow leaves slowly drift down. Then, her chest rose and fell almost imperceptibly, her lips parted slightly, and she let out a soft and long sigh. This sigh was particularly clear in the quiet room, injecting a peaceful, nostalgic and slightly sentimental atmosphere into the whole picture.", + "seed": 22596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_640_seed_22596_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03464726535603404, + "vlm_logprob": -0.03464726535603404, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03464726535603404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014694791287183762 + ], + "opposite_logprob_tokens": [ + -4.264694690704346 + ], + "logprob_reward": -0.014694791287183762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014694791287183762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4465987980365753, + 0.08992419391870499, + 0.04465349763631821, + 0.07836233079433441, + 0.08941582590341568, + 0.053931012749671936, + 0.057856518775224686, + 0.06275931745767593, + 0.043832141906023026, + 0.03266633301973343 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014694791287183762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12715166807174683 + ], + "opposite_logprob_tokens": [ + -2.1271517276763916 + ], + "logprob_reward": -0.12715166807174683, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12715166807174683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28497639298439026, + 0.0648694708943367, + 0.02264733426272869, + 0.03299998492002487, + 0.055733803659677505, + 0.09580599516630173, + 0.17563830316066742, + 0.2055879831314087, + 0.024028412997722626, + 0.03771236911416054 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.12715166807174683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421281136572361 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.01421281136572361, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421281136572361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2345515638589859, + 0.15632237493991852, + 0.07292997092008591, + 0.08359764516353607, + 0.14021335542201996, + 0.03587132692337036, + 0.04006076604127884, + 0.03426563739776611, + 0.13447821140289307, + 0.06770914047956467 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01421281136572361 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3205837309360504, + 0.24297378957271576, + 0.04841804876923561, + 0.06830407679080963, + 0.08023224025964737, + 0.028473742306232452, + 0.04398651793599129, + 0.024767953902482986, + 0.10614050179719925, + 0.03611941263079643 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004640643019229174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536413036286831 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536413036286831, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536413036286831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17694486677646637, + 0.07471560686826706, + 0.0648917704820633, + 0.05753808468580246, + 0.04392141476273537, + 0.05144338682293892, + 0.06724575161933899, + 0.10451550781726837, + 0.2572702169418335, + 0.10151340067386627 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.012536413036286831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot, taken from a level angle, captures a graying elderly couple sitting side by side in a warm, if slightly dated, living room. They sit by a large bay window, soft afternoon sunlight slanting through the clear glass, casting long, warm patches of light on the wooden floor beside them. The husband, seated on the left, wears a dark blue wool cardigan over a light gray plaid shirt. His face, deeply wrinkled by time, gazes calmly ahead, as if lost in thought. Beside him, his wife, dressed in a soft, off-white turtleneck sweater, her equally gray hair elegantly tied in a bun. Her head tilted slightly to the right, her gaze over her husband's shoulder, distant and unfocused, gazing out the window at the late autumn scene, where a few withered yellow leaves slowly drift down. Then, her chest rose and fell almost imperceptibly, her lips parted slightly, and she let out a soft and long sigh. This sigh was particularly clear in the quiet room, injecting a peaceful, nostalgic and slightly sentimental atmosphere into the whole picture.", + "seed": 22597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_640_seed_22597_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021631905063986778, + "vlm_logprob": -0.021631905063986778, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.021631905063986778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01868433877825737 + ], + "opposite_logprob_tokens": [ + -4.018684387207031 + ], + "logprob_reward": -0.01868433877825737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01868433877825737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6956614255905151, + 0.03585240617394447, + 0.0244668610394001, + 0.0631699487566948, + 0.02278316579759121, + 0.012229297310113907, + 0.031116165220737457, + 0.012076986022293568, + 0.09028105437755585, + 0.012362774461507797 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01868433877825737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160874892026186 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.0160874892026186, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160874892026186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5810397267341614, + 0.07932008802890778, + 0.05405154079198837, + 0.09761308133602142, + 0.06057929992675781, + 0.024653205648064613, + 0.016914088279008865, + 0.021802715957164764, + 0.025021668523550034, + 0.0390046201646328 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0160874892026186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682257533073425 + ], + "opposite_logprob_tokens": [ + -3.04868221282959 + ], + "logprob_reward": -0.048682257533073425, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682257533073425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6304396986961365, + 0.07782712578773499, + 0.08488228917121887, + 0.034549955278635025, + 0.04828869551420212, + 0.03417257219552994, + 0.01817912422120571, + 0.018549151718616486, + 0.02994781918823719, + 0.02316358871757984 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.048682257533073425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6554797887802124, + 0.06825754791498184, + 0.044099096208810806, + 0.0860326811671257, + 0.020959774032235146, + 0.0218680240213871, + 0.029852602630853653, + 0.02630108781158924, + 0.02438325807452202, + 0.022766072303056717 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14349374175071716, + 0.06033632159233093, + 0.046826306730508804, + 0.5255366563796997, + 0.04286128655076027, + 0.025316426530480385, + 0.05226495489478111, + 0.025068577378988266, + 0.038025666028261185, + 0.040270086377859116 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.008633904159069061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot, taken from a level angle, captures a graying elderly couple sitting side by side in a warm, if slightly dated, living room. They sit by a large bay window, soft afternoon sunlight slanting through the clear glass, casting long, warm patches of light on the wooden floor beside them. The husband, seated on the left, wears a dark blue wool cardigan over a light gray plaid shirt. His face, deeply wrinkled by time, gazes calmly ahead, as if lost in thought. Beside him, his wife, dressed in a soft, off-white turtleneck sweater, her equally gray hair elegantly tied in a bun. Her head tilted slightly to the right, her gaze over her husband's shoulder, distant and unfocused, gazing out the window at the late autumn scene, where a few withered yellow leaves slowly drift down. Then, her chest rose and fell almost imperceptibly, her lips parted slightly, and she let out a soft and long sigh. This sigh was particularly clear in the quiet room, injecting a peaceful, nostalgic and slightly sentimental atmosphere into the whole picture.", + "seed": 22598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_640_seed_22598_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012950665690004826, + "vlm_logprob": -0.012950665690004826, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.012950665690004826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011463605798780918 + ], + "opposite_logprob_tokens": [ + -4.511463642120361 + ], + "logprob_reward": -0.011463605798780918, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011463605798780918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40943244099617004, + 0.2854878604412079, + 0.052504997700452805, + 0.028324659913778305, + 0.03057878464460373, + 0.0823042169213295, + 0.03622037544846535, + 0.0356098897755146, + 0.01729615032672882, + 0.022240575402975082 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.011463605798780918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635931596159935 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.02635931596159935, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635931596159935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37589386105537415, + 0.07720447331666946, + 0.021151399239897728, + 0.019912738353013992, + 0.019615091383457184, + 0.03932971507310867, + 0.03772905096411705, + 0.12671959400177002, + 0.013697360642254353, + 0.2687467634677887 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02635931596159935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4007709324359894, + 0.09713099151849747, + 0.08154866844415665, + 0.0628010556101799, + 0.039182376116514206, + 0.045392248779535294, + 0.0290116798132658, + 0.09728404134511948, + 0.025743981823325157, + 0.12113401293754578 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.008644540794193745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2748194932937622, + 0.20464429259300232, + 0.08874605596065521, + 0.07432730495929718, + 0.09475919604301453, + 0.057260699570178986, + 0.06079535186290741, + 0.04307795315980911, + 0.02092691883444786, + 0.0806426852941513 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004095619544386864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190246351063251 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190246351063251, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190246351063251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5676981210708618, + 0.1087951734662056, + 0.02771792933344841, + 0.06384912133216858, + 0.02888595685362816, + 0.022550247609615326, + 0.03213592991232872, + 0.0325508750975132, + 0.027128394693136215, + 0.08868826925754547 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014190246351063251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot, taken from a level angle, captures a graying elderly couple sitting side by side in a warm, if slightly dated, living room. They sit by a large bay window, soft afternoon sunlight slanting through the clear glass, casting long, warm patches of light on the wooden floor beside them. The husband, seated on the left, wears a dark blue wool cardigan over a light gray plaid shirt. His face, deeply wrinkled by time, gazes calmly ahead, as if lost in thought. Beside him, his wife, dressed in a soft, off-white turtleneck sweater, her equally gray hair elegantly tied in a bun. Her head tilted slightly to the right, her gaze over her husband's shoulder, distant and unfocused, gazing out the window at the late autumn scene, where a few withered yellow leaves slowly drift down. Then, her chest rose and fell almost imperceptibly, her lips parted slightly, and she let out a soft and long sigh. This sigh was particularly clear in the quiet room, injecting a peaceful, nostalgic and slightly sentimental atmosphere into the whole picture.", + "seed": 22599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_8/index_640_seed_22599_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012270883983001113, + "vlm_logprob": -0.012270883983001113, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.012270883983001113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009136770851910114 + ], + "opposite_logprob_tokens": [ + -4.75913667678833 + ], + "logprob_reward": -0.009136770851910114, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009136770851910114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3282023072242737, + 0.0804915502667427, + 0.03322731703519821, + 0.03047259710729122, + 0.08582132309675217, + 0.06557967513799667, + 0.03128619119524956, + 0.23755031824111938, + 0.07156004011631012, + 0.035808660089969635 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.009136770851910114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023318704217672348 + ], + "opposite_logprob_tokens": [ + -3.7733187675476074 + ], + "logprob_reward": -0.023318704217672348, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023318704217672348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1916910856962204, + 0.04821202903985977, + 0.06386274844408035, + 0.12137969583272934, + 0.05499104782938957, + 0.1012461930513382, + 0.11210235953330994, + 0.1206049919128418, + 0.1398589015007019, + 0.04605089873075485 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.023318704217672348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211166650056839 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211166650056839, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211166650056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21131688356399536, + 0.108524851500988, + 0.06368955969810486, + 0.1393851935863495, + 0.11247996240854263, + 0.058464184403419495, + 0.055742550641298294, + 0.11222846060991287, + 0.0794118270277977, + 0.05875654146075249 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.014211166650056839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036157488357275724 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036157488357275724, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036157488357275724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1387314796447754, + 0.4175032377243042, + 0.1074901893734932, + 0.023608805611729622, + 0.045348189771175385, + 0.0452265627682209, + 0.08321079611778259, + 0.04656180366873741, + 0.047164276242256165, + 0.04515466094017029 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0036157488357275724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two elderly people with gray hair sitting side by side in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a living room with a large bay window and wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the husband wearing a dark blue wool cardigan over a light gray plaid shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the wife wearing a soft off-white turtleneck sweater with her hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium-length view taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072029359638691 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072029359638691, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072029359638691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09518974274396896, + 0.03615560010075569, + 0.03263924643397331, + 0.04159956052899361, + 0.04662735015153885, + 0.10309046506881714, + 0.18551836907863617, + 0.3355062007904053, + 0.06878199428319931, + 0.05489147827029228 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.011072029359638691 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_tensor([7884, 7884])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_tensor([7884, 7884])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0e5066edc7cec71249f5f9b66dcf2b601f0d3ed0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_tensor([7884, 7884])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "highly dynamic, low-angle tracking shot closely follows a magical sphere imbued with unstable energy as it violently hurtles through a majestic and gloomy ancient grotto. At the sphere's core lies a pulsating, blinding purple singularity, barely contained by a translucent crystal shell riddled with spiderweb-like cracks. Energy continuously emanates from the fissures. The sphere accelerates violently in an utterly unpredictable trajectory, sometimes hurtling along the rough ground, kicking up clouds of dust, and sometimes zooming vertically at a physics-defying angle. The camera struggles to capture its trajectory, shrouded in violent shakiness and slight lag, creating a sense of handheld urgency. Brilliant arcs of cyan electricity burst from the sphere's cracks, lashing the air like whips, trace exaggerated paths marked by noticeable motion blur and afterimages. As these arcs slam into the massive, weathered stone pillars surrounding it, they instantly blast away vast chunks of rock and plumes of dust, each impact imbued with weight. The entire picture is full of the exaggerated perspective, dynamic deformation and heavyweight impact unique to Studio Bones' animation style. The highly saturated cold light emitted by the magic ball itself is the only light source, casting long, wildly dancing shadows on the dark background, creating an extremely tense atmosphere full of primitive power and destructive aesthetics.", + "seed": 14030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_7884_seed_14030_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12055568173527717, + "vlm_logprob": -0.12055568173527717, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.12055568173527717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005148130003362894 + ], + "opposite_logprob_tokens": [ + -5.505147933959961 + ], + "logprob_reward": -0.005148130003362894, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005148130003362894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21396733820438385, + 0.15739957988262177, + 0.06152283027768135, + 0.04562273621559143, + 0.05935053154826164, + 0.06081648916006088, + 0.08818548917770386, + 0.10730013996362686, + 0.04349900782108307, + 0.1623358577489853 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005148130003362894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761220455169678 + ], + "opposite_logprob_tokens": [ + -0.8261220455169678 + ], + "logprob_reward": -0.5761220455169678, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761220455169678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10189391672611237, + 0.14206646382808685, + 0.07745043933391571, + 0.01683107018470764, + 0.05105607956647873, + 0.04110073298215866, + 0.03809834644198418, + 0.1369357854127884, + 0.07719942182302475, + 0.317367821931839 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.5761220455169678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634272798895836 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634272798895836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634272798895836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141281858086586, + 0.05994367599487305, + 0.08677816390991211, + 0.02204037830233574, + 0.0745820626616478, + 0.058515727519989014, + 0.1797254979610443, + 0.08005978912115097, + 0.03723439574241638, + 0.2598384618759155 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.007634272798895836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14847081899642944, + 0.10706540942192078, + 0.09010960161685944, + 0.038000911474227905, + 0.09033970534801483, + 0.07357070595026016, + 0.12110768258571625, + 0.11257917433977127, + 0.030039940029382706, + 0.1887160986661911 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777984581887722 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777984581887722, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777984581887722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18809354305267334, + 0.060068510472774506, + 0.13344931602478027, + 0.034677449613809586, + 0.1029774472117424, + 0.0527864508330822, + 0.0825614482164383, + 0.13725413382053375, + 0.062766432762146, + 0.14536526799201965 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.009777984581887722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic, low-angle tracking shot closely follows a magical sphere imbued with unstable energy as it violently hurtles through a majestic and gloomy ancient grotto. At the sphere's core lies a pulsating, blinding purple singularity, barely contained by a translucent crystal shell riddled with spiderweb-like cracks. Energy continuously emanates from the fissures. The sphere accelerates violently in an utterly unpredictable trajectory, sometimes hurtling along the rough ground, kicking up clouds of dust, and sometimes zooming vertically at a physics-defying angle. The camera struggles to capture its trajectory, shrouded in violent shakiness and slight lag, creating a sense of handheld urgency. Brilliant arcs of cyan electricity burst from the sphere's cracks, lashing the air like whips, trace exaggerated paths marked by noticeable motion blur and afterimages. As these arcs slam into the massive, weathered stone pillars surrounding it, they instantly blast away vast chunks of rock and plumes of dust, each impact imbued with weight. The entire picture is full of the exaggerated perspective, dynamic deformation and heavyweight impact unique to Studio Bones' animation style. The highly saturated cold light emitted by the magic ball itself is the only light source, casting long, wildly dancing shadows on the dark background, creating an extremely tense atmosphere full of primitive power and destructive aesthetics.", + "seed": 14031, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_7884_seed_14031_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2918761129491031, + "vlm_logprob": -0.2918761129491031, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.2918761129491031, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004125418607145548 + ], + "opposite_logprob_tokens": [ + -5.629125595092773 + ], + "logprob_reward": -0.004125418607145548, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004125418607145548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060087256133556366, + 0.031406525522470474, + 0.04430462419986725, + 0.08022807538509369, + 0.040182046592235565, + 0.08524265885353088, + 0.05489930137991905, + 0.04473094269633293, + 0.12322040647268295, + 0.4356982409954071 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.004125418607145548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406296730041504 + ], + "opposite_logprob_tokens": [ + -0.2812967896461487 + ], + "logprob_reward": -1.406296730041504, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406296730041504, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1666470617055893, + 0.02907063066959381, + 0.07720860838890076, + 0.13955743610858917, + 0.04787570238113403, + 0.07101022452116013, + 0.05304067209362984, + 0.10402600467205048, + 0.2130272388458252, + 0.0985364019870758 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -1.406296730041504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213994801044464 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.018213994801044464, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213994801044464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10753316432237625, + 0.019344603642821312, + 0.05980141460895538, + 0.16476212441921234, + 0.04698924720287323, + 0.08908618986606598, + 0.04116477817296982, + 0.11309880018234253, + 0.22231903672218323, + 0.1359006017446518 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.018213994801044464 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554542161524296 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554542161524296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554542161524296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07570724934339523, + 0.01797439716756344, + 0.04317128285765648, + 0.1491212248802185, + 0.043113820254802704, + 0.017173364758491516, + 0.03864875063300133, + 0.05383806303143501, + 0.19379262626171112, + 0.3674592673778534 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.012554542161524296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818987913429737 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818987913429737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818987913429737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1857568621635437, + 0.046870630234479904, + 0.0737299919128418, + 0.14776474237442017, + 0.0404755100607872, + 0.08403261005878448, + 0.043514691293239594, + 0.09959612041711807, + 0.20891550183296204, + 0.06934333592653275 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.01818987913429737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic, low-angle tracking shot closely follows a magical sphere imbued with unstable energy as it violently hurtles through a majestic and gloomy ancient grotto. At the sphere's core lies a pulsating, blinding purple singularity, barely contained by a translucent crystal shell riddled with spiderweb-like cracks. Energy continuously emanates from the fissures. The sphere accelerates violently in an utterly unpredictable trajectory, sometimes hurtling along the rough ground, kicking up clouds of dust, and sometimes zooming vertically at a physics-defying angle. The camera struggles to capture its trajectory, shrouded in violent shakiness and slight lag, creating a sense of handheld urgency. Brilliant arcs of cyan electricity burst from the sphere's cracks, lashing the air like whips, trace exaggerated paths marked by noticeable motion blur and afterimages. As these arcs slam into the massive, weathered stone pillars surrounding it, they instantly blast away vast chunks of rock and plumes of dust, each impact imbued with weight. The entire picture is full of the exaggerated perspective, dynamic deformation and heavyweight impact unique to Studio Bones' animation style. The highly saturated cold light emitted by the magic ball itself is the only light source, casting long, wildly dancing shadows on the dark background, creating an extremely tense atmosphere full of primitive power and destructive aesthetics.", + "seed": 14032, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_7884_seed_14032_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07318579237908125, + "vlm_logprob": -0.07318579237908125, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.07318579237908125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033890926279127598 + ], + "opposite_logprob_tokens": [ + -5.87838888168335 + ], + "logprob_reward": -0.0033890926279127598, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0033890926279127598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111094057559967, + 0.03444785997271538, + 0.12249995768070221, + 0.020992912352085114, + 0.06575597822666168, + 0.2601679265499115, + 0.052449457347393036, + 0.08482910692691803, + 0.19959239661693573, + 0.04815499857068062 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.0033890926279127598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485986888408661 + ], + "opposite_logprob_tokens": [ + -1.2235987186431885 + ], + "logprob_reward": -0.3485986888408661, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485986888408661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06516613066196442, + 0.08118288218975067, + 0.28782418370246887, + 0.02888989821076393, + 0.133354052901268, + 0.10560636967420578, + 0.07135748118162155, + 0.0736943781375885, + 0.09114116430282593, + 0.061783529818058014 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.3485986888408661 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04880323261022568, + 0.07640274614095688, + 0.027600685134530067, + 0.015690946951508522, + 0.05156710743904114, + 0.20116399228572845, + 0.11871129274368286, + 0.19852444529533386, + 0.2352791428565979, + 0.026256419718265533 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024877809919416904 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024877809919416904, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024877809919416904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04809063673019409, + 0.014487446285784245, + 0.20592796802520752, + 0.011190702207386494, + 0.0432564839720726, + 0.12845993041992188, + 0.08797065168619156, + 0.11279264837503433, + 0.32777634263038635, + 0.020047195255756378 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.0024877809919416904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633549325168133 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633549325168133, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633549325168133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06610559672117233, + 0.027521202340722084, + 0.09878619760274887, + 0.018471574410796165, + 0.050634030252695084, + 0.3374191224575043, + 0.07047006487846375, + 0.0612293966114521, + 0.21267539262771606, + 0.05668749287724495 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.008633549325168133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "highly dynamic, low-angle tracking shot closely follows a magical sphere imbued with unstable energy as it violently hurtles through a majestic and gloomy ancient grotto. At the sphere's core lies a pulsating, blinding purple singularity, barely contained by a translucent crystal shell riddled with spiderweb-like cracks. Energy continuously emanates from the fissures. The sphere accelerates violently in an utterly unpredictable trajectory, sometimes hurtling along the rough ground, kicking up clouds of dust, and sometimes zooming vertically at a physics-defying angle. The camera struggles to capture its trajectory, shrouded in violent shakiness and slight lag, creating a sense of handheld urgency. Brilliant arcs of cyan electricity burst from the sphere's cracks, lashing the air like whips, trace exaggerated paths marked by noticeable motion blur and afterimages. As these arcs slam into the massive, weathered stone pillars surrounding it, they instantly blast away vast chunks of rock and plumes of dust, each impact imbued with weight. The entire picture is full of the exaggerated perspective, dynamic deformation and heavyweight impact unique to Studio Bones' animation style. The highly saturated cold light emitted by the magic ball itself is the only light source, casting long, wildly dancing shadows on the dark background, creating an extremely tense atmosphere full of primitive power and destructive aesthetics.", + "seed": 14033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000141/group_9/index_7884_seed_14033_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15703523270785807, + "vlm_logprob": -0.15703523270785807, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.15703523270785807, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005700758658349514 + ], + "opposite_logprob_tokens": [ + -5.255700588226318 + ], + "logprob_reward": -0.005700758658349514, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005700758658349514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11162324249744415, + 0.07748156785964966, + 0.06744815409183502, + 0.03404378890991211, + 0.03252130746841431, + 0.0431135892868042, + 0.049676842987537384, + 0.08453930914402008, + 0.0957367867231369, + 0.4038153886795044 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.005700758658349514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577881813049316 + ], + "opposite_logprob_tokens": [ + -0.6327881813049316 + ], + "logprob_reward": -0.7577881813049316, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577881813049316, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1244732216000557, + 0.062495484948158264, + 0.02508579008281231, + 0.036635782569646835, + 0.018949048593640327, + 0.03164505958557129, + 0.05981536954641342, + 0.04877348616719246, + 0.11615681648254395, + 0.47596997022628784 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.7577881813049316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956872832030058 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956872832030058, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956872832030058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14466819167137146, + 0.049390483647584915, + 0.034513525664806366, + 0.035252269357442856, + 0.016832193359732628, + 0.019718235358595848, + 0.024694031104445457, + 0.055329110473394394, + 0.15647698938846588, + 0.46312496066093445 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005956872832030058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08292394876480103, + 0.056969352066516876, + 0.025953061878681183, + 0.03771878778934479, + 0.025772156193852425, + 0.014250002801418304, + 0.012377644889056683, + 0.061083029955625534, + 0.1313183754682541, + 0.5516335964202881 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a magical sphere containing a pulsating purple singularity inside a cracked translucent crystal shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere move violently with an unpredictable trajectory, sometimes skidding on the ground and sometimes zooming vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant arcs of cyan electricity bursting from the sphere's cracks and impacting massive weathered stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a gloomy ancient grotto with rough ground and stone pillars, illuminated only by the cold light of the magic sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot characterized by violent shakiness, slight lag, and noticeable motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11373991519212723, + 0.08437417447566986, + 0.028767313808202744, + 0.04547174274921417, + 0.03480988368391991, + 0.040773384273052216, + 0.03002845123410225, + 0.055094458162784576, + 0.14303050935268402, + 0.4239101707935333 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.009778928942978382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_tensor([1422, 1422])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_tensor([1422, 1422])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..db08c767a66581126808e7303cf6d18e2f646ed6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_tensor([1422, 1422])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tilted, extreme close-up captures a solid bat emblem, forged from cold, subtly scratched black metal, its outline imbued with tension. Against the backdrop of a blurred, rain-soaked, Gothic cityscape, flickering crimson and electric blue neon lights cast a shadow on the emblem's surface. The emblem begins to dissolve precariously from its sharp edges, its smooth metallic texture transforming into a thick, oily, inky liquid that slowly drips downward, forming plump droplets. Rendered with the exquisite clarity of ray tracing, each falling droplet resembles a miniature convex mirror, accurately reflecting and distorting the surrounding shimmering neon signs and cold city lights. The slow, eerie interplay of liquid flow and reflection creates a surreal visual spectacle set in a dark, ominous, and technologically futuristic atmosphere.", + "seed": 4519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_1422_seed_4519_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02444121870212257, + "vlm_logprob": -0.02444121870212257, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02444121870212257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03873157128691673 + ], + "opposite_logprob_tokens": [ + -3.288731575012207 + ], + "logprob_reward": -0.03873157128691673, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03873157128691673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058750685304403305, + 0.602321445941925, + 0.04201389476656914, + 0.03874042257666588, + 0.07976482808589935, + 0.13220784068107605, + 0.009670719504356384, + 0.004540920723229647, + 0.018057484179735184, + 0.013931816443800926 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.03873157128691673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093487031757832 + ], + "opposite_logprob_tokens": [ + -4.511093616485596 + ], + "logprob_reward": -0.011093487031757832, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093487031757832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06155671551823616, + 0.6537042260169983, + 0.03463946282863617, + 0.0386086143553257, + 0.06195900961756706, + 0.1084163561463356, + 0.004997283220291138, + 0.005848543252795935, + 0.021630361676216125, + 0.008639410138130188 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.011093487031757832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616105066612363 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616105066612363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616105066612363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0734747126698494, + 0.4343377351760864, + 0.03953569009900093, + 0.07325673848390579, + 0.08372144401073456, + 0.15776894986629486, + 0.017687512561678886, + 0.028816239908337593, + 0.06152016296982765, + 0.029880860820412636 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.003616105066612363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741517689079046 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741517689079046, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741517689079046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06079619377851486, + 0.23210540413856506, + 0.07265575975179672, + 0.10283364355564117, + 0.11220281571149826, + 0.25803232192993164, + 0.01676584966480732, + 0.030616676434874535, + 0.04929383099079132, + 0.06469752639532089 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.006741517689079046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202341243624687 + ], + "opposite_logprob_tokens": [ + -2.812023401260376 + ], + "logprob_reward": -0.06202341243624687, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202341243624687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0734318345785141, + 0.6670485734939575, + 0.04763929918408394, + 0.061050452291965485, + 0.029140226542949677, + 0.02928033098578453, + 0.014673794619739056, + 0.02458493411540985, + 0.02996387891471386, + 0.023186706006526947 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.06202341243624687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, extreme close-up captures a solid bat emblem, forged from cold, subtly scratched black metal, its outline imbued with tension. Against the backdrop of a blurred, rain-soaked, Gothic cityscape, flickering crimson and electric blue neon lights cast a shadow on the emblem's surface. The emblem begins to dissolve precariously from its sharp edges, its smooth metallic texture transforming into a thick, oily, inky liquid that slowly drips downward, forming plump droplets. Rendered with the exquisite clarity of ray tracing, each falling droplet resembles a miniature convex mirror, accurately reflecting and distorting the surrounding shimmering neon signs and cold city lights. The slow, eerie interplay of liquid flow and reflection creates a surreal visual spectacle set in a dark, ominous, and technologically futuristic atmosphere.", + "seed": 4520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_1422_seed_4520_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05007099590729922, + "vlm_logprob": -0.05007099590729922, + "vlm_yes_no_margin": 3.949999976158142, + "vlm_token_credit": -0.05007099590729922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14320404827594757 + ], + "opposite_logprob_tokens": [ + -2.0182039737701416 + ], + "logprob_reward": -0.14320404827594757, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14320404827594757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5627604126930237, + 0.050823718309402466, + 0.013143216259777546, + 0.11357362568378448, + 0.023129533976316452, + 0.029189057648181915, + 0.06936566531658173, + 0.041536156088113785, + 0.05530558526515961, + 0.0411730632185936 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.14320404827594757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029850851744413376 + ], + "opposite_logprob_tokens": [ + -3.529850959777832 + ], + "logprob_reward": -0.029850851744413376, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029850851744413376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8008154630661011, + 0.023110009729862213, + 0.03846896439790726, + 0.026697199791669846, + 0.014626567251980305, + 0.00814055185765028, + 0.0257856585085392, + 0.024475688114762306, + 0.012422773987054825, + 0.025457128882408142 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.029850851744413376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013359201839193702 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013359201839193702, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013359201839193702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7876178622245789, + 0.011256521567702293, + 0.012032439932227135, + 0.029506077989935875, + 0.020840467885136604, + 0.016182854771614075, + 0.014839502051472664, + 0.020565062761306763, + 0.03586215525865555, + 0.051297031342983246 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0013359201839193702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952014587819576 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005952014587819576, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952014587819576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8165515065193176, + 0.013429772108793259, + 0.018829181790351868, + 0.015294431708753109, + 0.012302713468670845, + 0.009556767530739307, + 0.01476480346173048, + 0.020432820543646812, + 0.023292027413845062, + 0.05554603412747383 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.005952014587819576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001214474439621 + ], + "opposite_logprob_tokens": [ + -2.695012092590332 + ], + "logprob_reward": -0.07001214474439621, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001214474439621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3461223840713501, + 0.0643463060259819, + 0.03239913284778595, + 0.05579928308725357, + 0.021491114050149918, + 0.04028740152716637, + 0.053337082266807556, + 0.15034762024879456, + 0.09990812838077545, + 0.13596150279045105 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07001214474439621 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, extreme close-up captures a solid bat emblem, forged from cold, subtly scratched black metal, its outline imbued with tension. Against the backdrop of a blurred, rain-soaked, Gothic cityscape, flickering crimson and electric blue neon lights cast a shadow on the emblem's surface. The emblem begins to dissolve precariously from its sharp edges, its smooth metallic texture transforming into a thick, oily, inky liquid that slowly drips downward, forming plump droplets. Rendered with the exquisite clarity of ray tracing, each falling droplet resembles a miniature convex mirror, accurately reflecting and distorting the surrounding shimmering neon signs and cold city lights. The slow, eerie interplay of liquid flow and reflection creates a surreal visual spectacle set in a dark, ominous, and technologically futuristic atmosphere.", + "seed": 4521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_1422_seed_4521_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1246625438798219, + "vlm_logprob": -0.1246625438798219, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.1246625438798219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5237430930137634 + ], + "opposite_logprob_tokens": [ + -0.8987430930137634 + ], + "logprob_reward": -0.5237430930137634, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5237430930137634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4687269330024719, + 0.034360915422439575, + 0.11679920554161072, + 0.06156470254063606, + 0.04826907813549042, + 0.10423564910888672, + 0.0136684849858284, + 0.04324641451239586, + 0.04371170327067375, + 0.06541700661182404 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5237430930137634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310370609164238 + ], + "opposite_logprob_tokens": [ + -3.1681036949157715 + ], + "logprob_reward": -0.04310370609164238, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310370609164238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3251640796661377, + 0.08273578435182571, + 0.2785193920135498, + 0.05704030767083168, + 0.04135189577937126, + 0.10198461264371872, + 0.023669051006436348, + 0.03692653402686119, + 0.0288902185857296, + 0.02371812053024769 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.04310370609164238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5772678852081299, + 0.0875379666686058, + 0.12690334022045135, + 0.04026946797966957, + 0.016750464215874672, + 0.02597787044942379, + 0.039794761687517166, + 0.036475587636232376, + 0.03188198059797287, + 0.01714063249528408 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463898153975606 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463898153975606, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463898153975606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18348641693592072, + 0.11030086129903793, + 0.29119426012039185, + 0.058777615427970886, + 0.043598711490631104, + 0.09531610459089279, + 0.05968509241938591, + 0.05142131820321083, + 0.06123000383377075, + 0.04498955234885216 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.00463898153975606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863365739583969 + ], + "opposite_logprob_tokens": [ + -3.048633575439453 + ], + "logprob_reward": -0.04863365739583969, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863365739583969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6397177577018738, + 0.08081869781017303, + 0.05686463788151741, + 0.041141077876091, + 0.02239403873682022, + 0.051278382539749146, + 0.016335897147655487, + 0.02740027755498886, + 0.0185233224183321, + 0.04552585259079933 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04863365739583969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tilted, extreme close-up captures a solid bat emblem, forged from cold, subtly scratched black metal, its outline imbued with tension. Against the backdrop of a blurred, rain-soaked, Gothic cityscape, flickering crimson and electric blue neon lights cast a shadow on the emblem's surface. The emblem begins to dissolve precariously from its sharp edges, its smooth metallic texture transforming into a thick, oily, inky liquid that slowly drips downward, forming plump droplets. Rendered with the exquisite clarity of ray tracing, each falling droplet resembles a miniature convex mirror, accurately reflecting and distorting the surrounding shimmering neon signs and cold city lights. The slow, eerie interplay of liquid flow and reflection creates a surreal visual spectacle set in a dark, ominous, and technologically futuristic atmosphere.", + "seed": 4522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_0/index_1422_seed_4522_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03379408605396748, + "vlm_logprob": -0.03379408605396748, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03379408605396748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044568706303834915 + ], + "opposite_logprob_tokens": [ + -3.1695687770843506 + ], + "logprob_reward": -0.044568706303834915, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044568706303834915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14394016563892365, + 0.13143804669380188, + 0.05530450865626335, + 0.18890810012817383, + 0.045778486877679825, + 0.17385654151439667, + 0.04543425142765045, + 0.04641139134764671, + 0.05365950986742973, + 0.11526902765035629 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.044568706303834915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096169129014015 + ], + "opposite_logprob_tokens": [ + -4.141096115112305 + ], + "logprob_reward": -0.016096169129014015, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096169129014015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330413669347763, + 0.05352340638637543, + 0.04751431196928024, + 0.4519845247268677, + 0.0906180664896965, + 0.049660809338092804, + 0.04389020800590515, + 0.02467009797692299, + 0.034953925758600235, + 0.07014328241348267 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.016096169129014015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17784635722637177, + 0.12019035220146179, + 0.05409525707364082, + 0.25133252143859863, + 0.06605029106140137, + 0.06775403767824173, + 0.028450774028897285, + 0.06033298000693321, + 0.06496485322713852, + 0.10898257791996002 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548420578241348 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548420578241348, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548420578241348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17678052186965942, + 0.12294543534517288, + 0.054486002773046494, + 0.15523605048656464, + 0.01832917518913746, + 0.19112606346607208, + 0.044646747410297394, + 0.10004003345966339, + 0.08100918680429459, + 0.0554007887840271 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.012548420578241348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a solid bat emblem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the emblem made of black metal with a scratched texture and a tilted orientation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emblem transform from solid metal into a thick, oily, inky liquid that drips downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the falling droplets reflect and distort the surrounding crimson and electric blue neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, rain-soaked Gothic cityscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901656419038773 + ], + "opposite_logprob_tokens": [ + -2.4640166759490967 + ], + "logprob_reward": -0.08901656419038773, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901656419038773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3996879458427429, + 0.045068588107824326, + 0.03016345389187336, + 0.13327954709529877, + 0.015714583918452263, + 0.2573954463005066, + 0.025584477931261063, + 0.030363408848643303, + 0.03306965157389641, + 0.029672915115952492 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.08901656419038773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_tensor([4905, 4905])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_tensor([4905, 4905])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7a82beadbf70d2ee26a5cd93fb911532feffada3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_tensor([4905, 4905])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, extreme close-up focuses intently on a pair of hands leisurely manipulating a tape measure on a dark, grainy wooden workbench. A single, warm light source from above casts a focused pool of illumination, creating sharp highlights on joints and metal components while casting the surrounding area into soft shadow. The hands belong to a man, clean, yet revealing the faint callouses of manual labor. One hand firmly grasps the black and silver plastic casing of the tape measure, which bears slight wear and scratches from frequent use. The thumb of the other hand hooks the metal end tab of the tape and carefully pulls outward, gently curving the vibrant yellow, slightly curved metal ribbon. The tape extends steadily for several inches, its bold black measurement markings becoming visible before the fingers pause, then suddenly release. With a rapid mechanical whir, an internal spring retracts the ribbon, which disappears back into the casing until the metal tab strikes the plastic with a sharp, unmistakable click, creating a tense, rhythmic tension before the hands resume their idle motion.", + "seed": 467, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_4905_seed_467_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04804168865084648, + "vlm_logprob": -0.04804168865084648, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04804168865084648, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13135340809822083 + ], + "opposite_logprob_tokens": [ + -2.1313533782958984 + ], + "logprob_reward": -0.13135340809822083, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13135340809822083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09586918354034424, + 0.10676784068346024, + 0.08056513220071793, + 0.10876979678869247, + 0.03760518878698349, + 0.05366617813706398, + 0.05468994751572609, + 0.17649826407432556, + 0.16685250401496887, + 0.11871594190597534 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.13135340809822083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319285362958908 + ], + "opposite_logprob_tokens": [ + -3.7733192443847656 + ], + "logprob_reward": -0.023319285362958908, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319285362958908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700785219669342, + 0.08396009355783463, + 0.03128577396273613, + 0.015215705148875713, + 0.006576348561793566, + 0.009409841150045395, + 0.008673887699842453, + 0.6743125319480896, + 0.06564085930585861, + 0.03484642878174782 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023319285362958908 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087723895907402 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.016087723895907402, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087723895907402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12047893553972244, + 0.049451641738414764, + 0.12606802582740784, + 0.06590604037046432, + 0.023661652579903603, + 0.05074040964245796, + 0.05816333740949631, + 0.3040984272956848, + 0.058664970099925995, + 0.1427665650844574 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.016087723895907402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363959535956383 + ], + "opposite_logprob_tokens": [ + -3.6513638496398926 + ], + "logprob_reward": -0.026363959535956383, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363959535956383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07940348982810974, + 0.06751183420419693, + 0.10115107148885727, + 0.06311967968940735, + 0.04247549548745155, + 0.07038263231515884, + 0.07766445726156235, + 0.1552376002073288, + 0.23866263031959534, + 0.10439113527536392 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.026363959535956383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308406636118889 + ], + "opposite_logprob_tokens": [ + -3.168084144592285 + ], + "logprob_reward": -0.04308406636118889, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308406636118889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14949464797973633, + 0.04382792487740517, + 0.04173099622130394, + 0.07087549567222595, + 0.054879602044820786, + 0.13029199838638306, + 0.021901026368141174, + 0.2941553294658661, + 0.07247410714626312, + 0.12036889046430588 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.04308406636118889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up focuses intently on a pair of hands leisurely manipulating a tape measure on a dark, grainy wooden workbench. A single, warm light source from above casts a focused pool of illumination, creating sharp highlights on joints and metal components while casting the surrounding area into soft shadow. The hands belong to a man, clean, yet revealing the faint callouses of manual labor. One hand firmly grasps the black and silver plastic casing of the tape measure, which bears slight wear and scratches from frequent use. The thumb of the other hand hooks the metal end tab of the tape and carefully pulls outward, gently curving the vibrant yellow, slightly curved metal ribbon. The tape extends steadily for several inches, its bold black measurement markings becoming visible before the fingers pause, then suddenly release. With a rapid mechanical whir, an internal spring retracts the ribbon, which disappears back into the casing until the metal tab strikes the plastic with a sharp, unmistakable click, creating a tense, rhythmic tension before the hands resume their idle motion.", + "seed": 468, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_4905_seed_468_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0317315150052309, + "vlm_logprob": -0.0317315150052309, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.0317315150052309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04759390279650688 + ], + "opposite_logprob_tokens": [ + -3.172593832015991 + ], + "logprob_reward": -0.04759390279650688, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04759390279650688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2290511131286621, + 0.060430821031332016, + 0.06317629665136337, + 0.08628521114587784, + 0.026093697175383568, + 0.050778549164533615, + 0.05620034411549568, + 0.13466592133045197, + 0.09441738575696945, + 0.19890062510967255 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04759390279650688 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375042602419853 + ], + "opposite_logprob_tokens": [ + -3.408750534057617 + ], + "logprob_reward": -0.03375042602419853, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375042602419853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12192140519618988, + 0.06279994547367096, + 0.028615999966859818, + 0.08317938446998596, + 0.021042054519057274, + 0.04186036437749863, + 0.02685513161122799, + 0.10772787034511566, + 0.17590467631816864, + 0.3300931751728058 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03375042602419853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552540749311447 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552540749311447, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552540749311447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1929568350315094, + 0.08647862821817398, + 0.04133720323443413, + 0.03069250099360943, + 0.021171467378735542, + 0.0615563690662384, + 0.07386703044176102, + 0.10156899690628052, + 0.05675320699810982, + 0.3336177170276642 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.012552540749311447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081741079688072 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081741079688072, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081741079688072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15181425213813782, + 0.0759364441037178, + 0.02786204405128956, + 0.06212209165096283, + 0.03916230797767639, + 0.10017334669828415, + 0.08008861541748047, + 0.2497761845588684, + 0.07939010858535767, + 0.13367456197738647 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.016081741079688072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678964376449585 + ], + "opposite_logprob_tokens": [ + -3.0486788749694824 + ], + "logprob_reward": -0.048678964376449585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678964376449585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11425113677978516, + 0.05312252789735794, + 0.021794116124510765, + 0.10475622862577438, + 0.019950151443481445, + 0.06538879871368408, + 0.0384238101541996, + 0.08638431876897812, + 0.04408833384513855, + 0.4518405795097351 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.048678964376449585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up focuses intently on a pair of hands leisurely manipulating a tape measure on a dark, grainy wooden workbench. A single, warm light source from above casts a focused pool of illumination, creating sharp highlights on joints and metal components while casting the surrounding area into soft shadow. The hands belong to a man, clean, yet revealing the faint callouses of manual labor. One hand firmly grasps the black and silver plastic casing of the tape measure, which bears slight wear and scratches from frequent use. The thumb of the other hand hooks the metal end tab of the tape and carefully pulls outward, gently curving the vibrant yellow, slightly curved metal ribbon. The tape extends steadily for several inches, its bold black measurement markings becoming visible before the fingers pause, then suddenly release. With a rapid mechanical whir, an internal spring retracts the ribbon, which disappears back into the casing until the metal tab strikes the plastic with a sharp, unmistakable click, creating a tense, rhythmic tension before the hands resume their idle motion.", + "seed": 469, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_4905_seed_469_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034049580618739125, + "vlm_logprob": -0.034049580618739125, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.034049580618739125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04472785443067551 + ], + "opposite_logprob_tokens": [ + -3.2947278022766113 + ], + "logprob_reward": -0.04472785443067551, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04472785443067551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1151011511683464, + 0.1301230639219284, + 0.06660819053649902, + 0.11348595470190048, + 0.15810008347034454, + 0.12777698040008545, + 0.052986886352300644, + 0.08922045677900314, + 0.06360704451799393, + 0.08299018442630768 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.04472785443067551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620960108935833 + ], + "opposite_logprob_tokens": [ + -2.812096118927002 + ], + "logprob_reward": -0.0620960108935833, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620960108935833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06248965486884117, + 0.2833077311515808, + 0.05478788539767265, + 0.09290402382612228, + 0.21983025968074799, + 0.03168637305498123, + 0.015238761901855469, + 0.1322239190340042, + 0.028426483273506165, + 0.0791049525141716 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.0620960108935833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090421117842197 + ], + "opposite_logprob_tokens": [ + -4.511090278625488 + ], + "logprob_reward": -0.011090421117842197, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090421117842197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10143478959798813, + 0.0554635263979435, + 0.10414520651102066, + 0.10119469463825226, + 0.2609859108924866, + 0.11693721264600754, + 0.04648755490779877, + 0.10816039890050888, + 0.04375874251127243, + 0.06143205612897873 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.011090421117842197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207170344889164 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207170344889164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207170344889164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04538367688655853, + 0.06439980864524841, + 0.0664210170507431, + 0.06419754773378372, + 0.07803506404161453, + 0.10754101723432541, + 0.02557559311389923, + 0.24190688133239746, + 0.09243941307067871, + 0.2140999436378479 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.014207170344889164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038126446306705475 + ], + "opposite_logprob_tokens": [ + -3.2881264686584473 + ], + "logprob_reward": -0.038126446306705475, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038126446306705475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16773171722888947, + 0.31864506006240845, + 0.06741894036531448, + 0.052440885454416275, + 0.09058374911546707, + 0.043213389813899994, + 0.05487683042883873, + 0.09772258251905441, + 0.03437936305999756, + 0.07298754155635834 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.038126446306705475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up focuses intently on a pair of hands leisurely manipulating a tape measure on a dark, grainy wooden workbench. A single, warm light source from above casts a focused pool of illumination, creating sharp highlights on joints and metal components while casting the surrounding area into soft shadow. The hands belong to a man, clean, yet revealing the faint callouses of manual labor. One hand firmly grasps the black and silver plastic casing of the tape measure, which bears slight wear and scratches from frequent use. The thumb of the other hand hooks the metal end tab of the tape and carefully pulls outward, gently curving the vibrant yellow, slightly curved metal ribbon. The tape extends steadily for several inches, its bold black measurement markings becoming visible before the fingers pause, then suddenly release. With a rapid mechanical whir, an internal spring retracts the ribbon, which disappears back into the casing until the metal tab strikes the plastic with a sharp, unmistakable click, creating a tense, rhythmic tension before the hands resume their idle motion.", + "seed": 470, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_1/index_4905_seed_470_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.036865672841668126, + "vlm_logprob": -0.036865672841668126, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.036865672841668126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07306739687919617 + ], + "opposite_logprob_tokens": [ + -2.6980674266815186 + ], + "logprob_reward": -0.07306739687919617, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07306739687919617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19945776462554932, + 0.08576781302690506, + 0.04918825253844261, + 0.09115167707204819, + 0.0754406526684761, + 0.21979357302188873, + 0.07944409549236298, + 0.053577862679958344, + 0.07155313342809677, + 0.07462523132562637 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07306739687919617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373947739601135 + ], + "opposite_logprob_tokens": [ + -3.4087395668029785 + ], + "logprob_reward": -0.03373947739601135, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373947739601135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18192817270755768, + 0.16847136616706848, + 0.07189961522817612, + 0.06432165205478668, + 0.0931839719414711, + 0.060865405946969986, + 0.05121616646647453, + 0.07223717868328094, + 0.11863892525434494, + 0.11723756045103073 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03373947739601135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086667776107788 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086667776107788, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086667776107788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945239335298538, + 0.07652601599693298, + 0.08777058869600296, + 0.10890884697437286, + 0.11431162804365158, + 0.2154630422592163, + 0.07861217856407166, + 0.055321261286735535, + 0.07334799319505692, + 0.10028605163097382 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.016086667776107788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303097113966942 + ], + "opposite_logprob_tokens": [ + -3.7733030319213867 + ], + "logprob_reward": -0.023303097113966942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303097113966942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133730947971344, + 0.14664225280284882, + 0.11131206899881363, + 0.07931260019540787, + 0.05880396068096161, + 0.1573554277420044, + 0.06177160516381264, + 0.05607585981488228, + 0.12623345851898193, + 0.06876178830862045 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.023303097113966942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle extreme close-up of a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands manipulating a black and silver tape measure on a dark, grainy wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single warm light source from above create sharp highlights and soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the yellow metal tape extending, displaying black markings, and then retracting with a click?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands appear clean but show faint callouses of manual labor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038131725043058395 + ], + "opposite_logprob_tokens": [ + -3.2881317138671875 + ], + "logprob_reward": -0.038131725043058395, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038131725043058395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628413200378418, + 0.07886366546154022, + 0.26560357213020325, + 0.08490372449159622, + 0.1481683999300003, + 0.09076579660177231, + 0.027834128588438034, + 0.03865598514676094, + 0.04140397161245346, + 0.060959454625844955 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.038131725043058395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_tensor([4204, 4204])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_tensor([4204, 4204])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..004f508d56a2f99d30aeaaacab82befced830536 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_tensor([4204, 4204])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, full-length shot, held at eye level, slowly pans to the left in an elegant circular trajectory, revealing a dancer at the center of a tranquil courtyard. The dancer, a woman with long, raven hair arranged in intricate classical curls, secured with a luminous jade hairpin, performs a mesmerizing choreography. She wears a flowing, gauzy silk Hanfu (Chinese traditional costume) in a pale, ethereal celadon green, its wide sleeves trailing behind her with every movement. Her expression is calm, her eyes half-closed, a look of graceful contemplation. The courtyard is framed by magnificent traditional Chinese architecture; dark-painted wooden pillars support a vast, gray-tiled roof with upturned eaves, while intricate latticed screens cast complex, ever-shifting shadows. The warm golden light of late afternoon bathes the landscape, capturing the delicate luster of the silk and highlighting the rich texture of the aged wood. Her movements are deliberately graceful, as she fluidly extends one arm, her wide sleeves unfurling like a painted scroll, followed by a slow, controlled rotation, her body a perfect counterweight as the silk billows around her, creating a breathtaking spectacle of movement and stillness. The atmosphere is one of profound serenity and timeless beauty, a living painting of elegance and architectural harmony.", + "seed": 4683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_4204_seed_4683_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1665347319561988, + "vlm_logprob": -0.1665347319561988, + "vlm_yes_no_margin": 3.174999988079071, + "vlm_token_credit": -0.1665347319561988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.36947304010391235 + ], + "opposite_logprob_tokens": [ + -1.2444729804992676 + ], + "logprob_reward": -0.36947304010391235, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.36947304010391235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14955607056617737, + 0.039621610194444656, + 0.07106932252645493, + 0.11543863266706467, + 0.06189199537038803, + 0.21735349297523499, + 0.029338981956243515, + 0.06078384816646576, + 0.12671683728694916, + 0.12822924554347992 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.36947304010391235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707032799720764 + ], + "opposite_logprob_tokens": [ + -1.1370702981948853 + ], + "logprob_reward": -0.38707032799720764, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707032799720764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13988710939884186, + 0.025583185255527496, + 0.09905291348695755, + 0.05512944981455803, + 0.03816628083586693, + 0.10627210140228271, + 0.0239863358438015, + 0.06659839302301407, + 0.3458539843559265, + 0.09947029501199722 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.38707032799720764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025006234645843506 + ], + "opposite_logprob_tokens": [ + -6.002500534057617 + ], + "logprob_reward": -0.0025006234645843506, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025006234645843506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07817855477333069, + 0.021716225892305374, + 0.12723936140537262, + 0.06641515344381332, + 0.03008883446455002, + 0.11016383022069931, + 0.02382100187242031, + 0.09085898101329803, + 0.34626027941703796, + 0.10525774955749512 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.0025006234645843506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036174117121845484 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036174117121845484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036174117121845484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11392996460199356, + 0.045455452054739, + 0.1282072365283966, + 0.20765261352062225, + 0.06310044974088669, + 0.10499504953622818, + 0.044900041073560715, + 0.08468800783157349, + 0.11709075421094894, + 0.08998047560453415 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.0036174117121845484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001225650310516 + ], + "opposite_logprob_tokens": [ + -2.695012331008911 + ], + "logprob_reward": -0.07001225650310516, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001225650310516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10394657403230667, + 0.024548226967453957, + 0.032764796167612076, + 0.11972150951623917, + 0.020158441737294197, + 0.05436606705188751, + 0.02848893776535988, + 0.070401132106781, + 0.27905169129371643, + 0.2665526270866394 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.07001225650310516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, full-length shot, held at eye level, slowly pans to the left in an elegant circular trajectory, revealing a dancer at the center of a tranquil courtyard. The dancer, a woman with long, raven hair arranged in intricate classical curls, secured with a luminous jade hairpin, performs a mesmerizing choreography. She wears a flowing, gauzy silk Hanfu (Chinese traditional costume) in a pale, ethereal celadon green, its wide sleeves trailing behind her with every movement. Her expression is calm, her eyes half-closed, a look of graceful contemplation. The courtyard is framed by magnificent traditional Chinese architecture; dark-painted wooden pillars support a vast, gray-tiled roof with upturned eaves, while intricate latticed screens cast complex, ever-shifting shadows. The warm golden light of late afternoon bathes the landscape, capturing the delicate luster of the silk and highlighting the rich texture of the aged wood. Her movements are deliberately graceful, as she fluidly extends one arm, her wide sleeves unfurling like a painted scroll, followed by a slow, controlled rotation, her body a perfect counterweight as the silk billows around her, creating a breathtaking spectacle of movement and stillness. The atmosphere is one of profound serenity and timeless beauty, a living painting of elegance and architectural harmony.", + "seed": 4684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_4204_seed_4684_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09653158644214273, + "vlm_logprob": -0.09653158644214273, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.09653158644214273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17892353236675262 + ], + "opposite_logprob_tokens": [ + -1.928923487663269 + ], + "logprob_reward": -0.17892353236675262, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17892353236675262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535107761621475, + 0.05996877700090408, + 0.22676508128643036, + 0.0595419742166996, + 0.08644711226224899, + 0.10059168189764023, + 0.0972939059138298, + 0.09900272637605667, + 0.06527823209762573, + 0.10975944995880127 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.17892353236675262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813397943973541 + ], + "opposite_logprob_tokens": [ + -1.4063397645950317 + ], + "logprob_reward": -0.2813397943973541, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813397943973541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14972278475761414, + 0.130420982837677, + 0.13209682703018188, + 0.0761953741312027, + 0.11585908383131027, + 0.09342864155769348, + 0.11337940394878387, + 0.08743805438280106, + 0.0543646439909935, + 0.047094203531742096 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2813397943973541 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00172371044754982 + ], + "opposite_logprob_tokens": [ + -6.376723766326904 + ], + "logprob_reward": -0.00172371044754982, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.00172371044754982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1043877974152565, + 0.07731638103723526, + 0.21056437492370605, + 0.07000318169593811, + 0.19742454588413239, + 0.08345749229192734, + 0.040870800614356995, + 0.06840620934963226, + 0.06705912947654724, + 0.08051013946533203 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.00172371044754982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20636913180351257, + 0.0953408032655716, + 0.21701179444789886, + 0.0349142923951149, + 0.185432568192482, + 0.06871242076158524, + 0.013082131743431091, + 0.07664994895458221, + 0.018485931679606438, + 0.08400091528892517 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181568011641502 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181568011641502, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181568011641502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16045425832271576, + 0.06250302493572235, + 0.14209744334220886, + 0.058635227382183075, + 0.34958407282829285, + 0.07340127229690552, + 0.038701824843883514, + 0.030710747465491295, + 0.016657283529639244, + 0.06725476682186127 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.018181568011641502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, full-length shot, held at eye level, slowly pans to the left in an elegant circular trajectory, revealing a dancer at the center of a tranquil courtyard. The dancer, a woman with long, raven hair arranged in intricate classical curls, secured with a luminous jade hairpin, performs a mesmerizing choreography. She wears a flowing, gauzy silk Hanfu (Chinese traditional costume) in a pale, ethereal celadon green, its wide sleeves trailing behind her with every movement. Her expression is calm, her eyes half-closed, a look of graceful contemplation. The courtyard is framed by magnificent traditional Chinese architecture; dark-painted wooden pillars support a vast, gray-tiled roof with upturned eaves, while intricate latticed screens cast complex, ever-shifting shadows. The warm golden light of late afternoon bathes the landscape, capturing the delicate luster of the silk and highlighting the rich texture of the aged wood. Her movements are deliberately graceful, as she fluidly extends one arm, her wide sleeves unfurling like a painted scroll, followed by a slow, controlled rotation, her body a perfect counterweight as the silk billows around her, creating a breathtaking spectacle of movement and stillness. The atmosphere is one of profound serenity and timeless beauty, a living painting of elegance and architectural harmony.", + "seed": 4685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_4204_seed_4685_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21631367783993483, + "vlm_logprob": -0.21631367783993483, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.21631367783993483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6499887108802795 + ], + "opposite_logprob_tokens": [ + -0.7749887108802795 + ], + "logprob_reward": -0.6499887108802795, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6499887108802795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5767900347709656, + 0.021743973717093468, + 0.046863555908203125, + 0.03817141056060791, + 0.05555387958884239, + 0.04566199332475662, + 0.05053913593292236, + 0.04727685824036598, + 0.07380574196577072, + 0.04359343275427818 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.6499887108802795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486591875553131 + ], + "opposite_logprob_tokens": [ + -1.2236591577529907 + ], + "logprob_reward": -0.3486591875553131, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486591875553131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5998333692550659, + 0.04763438552618027, + 0.0674847811460495, + 0.03172041475772858, + 0.0241557490080595, + 0.02452765591442585, + 0.029662685468792915, + 0.08796275407075882, + 0.049912888556718826, + 0.03710528835654259 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.3486591875553131 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269803572446108 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005269803572446108, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269803572446108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7189505100250244, + 0.03822968900203705, + 0.03147166967391968, + 0.0128474785014987, + 0.06296411156654358, + 0.028375137597322464, + 0.017791232094168663, + 0.022285405546426773, + 0.03551705926656723, + 0.03156770020723343 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005269803572446108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6668316125869751, + 0.07037535309791565, + 0.0910385251045227, + 0.02355554886162281, + 0.014827527105808258, + 0.011955741792917252, + 0.014259854331612587, + 0.02317800745368004, + 0.01852177269756794, + 0.06545612215995789 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001937180757523 + ], + "opposite_logprob_tokens": [ + -2.695019483566284 + ], + "logprob_reward": -0.07001937180757523, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001937180757523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7647847533226013, + 0.032221417874097824, + 0.025301070883870125, + 0.01859188824892044, + 0.022332333028316498, + 0.010526396334171295, + 0.017363373190164566, + 0.040576811879873276, + 0.0245207492262125, + 0.04378119856119156 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.07001937180757523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, full-length shot, held at eye level, slowly pans to the left in an elegant circular trajectory, revealing a dancer at the center of a tranquil courtyard. The dancer, a woman with long, raven hair arranged in intricate classical curls, secured with a luminous jade hairpin, performs a mesmerizing choreography. She wears a flowing, gauzy silk Hanfu (Chinese traditional costume) in a pale, ethereal celadon green, its wide sleeves trailing behind her with every movement. Her expression is calm, her eyes half-closed, a look of graceful contemplation. The courtyard is framed by magnificent traditional Chinese architecture; dark-painted wooden pillars support a vast, gray-tiled roof with upturned eaves, while intricate latticed screens cast complex, ever-shifting shadows. The warm golden light of late afternoon bathes the landscape, capturing the delicate luster of the silk and highlighting the rich texture of the aged wood. Her movements are deliberately graceful, as she fluidly extends one arm, her wide sleeves unfurling like a painted scroll, followed by a slow, controlled rotation, her body a perfect counterweight as the silk billows around her, creating a breathtaking spectacle of movement and stillness. The atmosphere is one of profound serenity and timeless beauty, a living painting of elegance and architectural harmony.", + "seed": 4686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_10/index_4204_seed_4686_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07184166605584323, + "vlm_logprob": -0.07184166605584323, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.07184166605584323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13874024152755737 + ], + "opposite_logprob_tokens": [ + -2.138740301132202 + ], + "logprob_reward": -0.13874024152755737, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13874024152755737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11324673146009445, + 0.06415341794490814, + 0.053981516510248184, + 0.08480951935052872, + 0.17388232052326202, + 0.09607676416635513, + 0.1831626296043396, + 0.045747965574264526, + 0.15806029736995697, + 0.026878874748945236 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.13874024152755737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603858768939972 + ], + "opposite_logprob_tokens": [ + -1.9103858470916748 + ], + "logprob_reward": -0.1603858768939972, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603858768939972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13203570246696472, + 0.07107525318861008, + 0.07917655259370804, + 0.14557887613773346, + 0.27802717685699463, + 0.060628075152635574, + 0.03911938890814781, + 0.10504106432199478, + 0.06316779553890228, + 0.02615012228488922 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.1603858768939972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015215021558105946 + ], + "opposite_logprob_tokens": [ + -6.501521587371826 + ], + "logprob_reward": -0.0015215021558105946, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015215021558105946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2589636743068695, + 0.10705088824033737, + 0.07106280326843262, + 0.06866509467363358, + 0.1913480907678604, + 0.04605696350336075, + 0.06808140128850937, + 0.06350453943014145, + 0.07692483812570572, + 0.048341721296310425 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0015215021558105946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036140859592705965 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036140859592705965, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036140859592705965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06058928743004799, + 0.08597753196954727, + 0.07932426780462265, + 0.08898258209228516, + 0.3080331087112427, + 0.08704347163438797, + 0.01959199272096157, + 0.03811923414468765, + 0.14217036962509155, + 0.09016812592744827 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.0036140859592705965 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium, full-length shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the left in an elegant circular trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dancer wearing a flowing, gauzy silk Hanfu in pale celadon green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the courtyard framed by traditional Chinese architecture with dark wooden pillars and gray-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden light of late afternoon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946623742580414 + ], + "opposite_logprob_tokens": [ + -2.9299466609954834 + ], + "logprob_reward": -0.054946623742580414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946623742580414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40427494049072266, + 0.053416378796100616, + 0.034689683467149734, + 0.050993841141462326, + 0.18106791377067566, + 0.057658061385154724, + 0.02611425332725048, + 0.04591892287135124, + 0.06864358484745026, + 0.07722247391939163 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.054946623742580414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_tensor([6470, 6470])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_tensor([6470, 6470])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ea924e69998a394c72026e3bd9cf12105f8db685 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_tensor([6470, 6470])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, high-speed tracking shot, viewed from a slightly upward angle, closely follows a streamlined, futuristic spacecraft as it hurtles through the digital sky at breakneck speed. The vessel's hull, composed of a polished nanocomposite material resembling obsidian, is seamless and smooth, perfectly reflecting the light of the digital world below. Thin, cyan-blue energy lines flow along its aerodynamic contours, and its flanks are dotted with tiny, bright, pulsing navigation lights. The massive engines at the ship's rear belch blast hot blue plasma, creating a steady, dazzling trail of light. The force of this powerful thrust even slightly distorts the surrounding space. Beneath the ship, a vast, digital nightscape of the Guangdong-Hong Kong-Macao Greater Bay Area unfolds. This is not a physical city lightscape, but a three-dimensional holographic map composed of countless luminous blue and gold data streams. These data streams, like rushing rivers and highways, weave and pulsate through the virtual city skyline. As the spacecraft effortlessly zipped past at high speed, its trajectory created a fleeting ripple in these rivers of light. Digital particles, disturbed by its powerful aura, splattered to either side. Captured by a high-speed camera, the entire scene exhibited a breathtaking sense of dynamic beauty. The bright blue of the spacecraft's engines contrasted with the bluish-gold glow of the background data streams, creating a grand, futuristic atmosphere of high technology, extreme speed, and breathtaking speed.", + "seed": 18968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_6470_seed_18968_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07552517736330629, + "vlm_logprob": -0.07552517736330629, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.07552517736330629, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3139275908470154 + ], + "opposite_logprob_tokens": [ + -1.3139276504516602 + ], + "logprob_reward": -0.3139275908470154, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3139275908470154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05229390040040016, + 0.04398346319794655, + 0.13104890286922455, + 0.05804700404405594, + 0.06456592679023743, + 0.4454869329929352, + 0.031187793239951134, + 0.026792405173182487, + 0.09073527902364731, + 0.05585845187306404 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.3139275908470154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654975634068251 + ], + "opposite_logprob_tokens": [ + -4.882655143737793 + ], + "logprob_reward": -0.007654975634068251, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654975634068251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06443048268556595, + 0.05172419548034668, + 0.14630047976970673, + 0.12270911782979965, + 0.057657964527606964, + 0.36114442348480225, + 0.04321088269352913, + 0.02516031451523304, + 0.04720843583345413, + 0.08045369386672974 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.007654975634068251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790970012545586 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790970012545586, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790970012545586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041102103888988495, + 0.026749853044748306, + 0.10745927691459656, + 0.023233560845255852, + 0.03262244910001755, + 0.6574268341064453, + 0.01213292870670557, + 0.014563598670065403, + 0.05797360837459564, + 0.026735875755548477 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.009790970012545586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371181711554527 + ], + "opposite_logprob_tokens": [ + -3.4087119102478027 + ], + "logprob_reward": -0.03371181711554527, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371181711554527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09884104132652283, + 0.06018305942416191, + 0.05609525740146637, + 0.16028769314289093, + 0.0720687210559845, + 0.17978574335575104, + 0.10769755393266678, + 0.15654397010803223, + 0.05020029470324516, + 0.05829663947224617 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.03371181711554527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254053320735693 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254053320735693, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254053320735693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14595253765583038, + 0.1490115523338318, + 0.138588085770607, + 0.034679438918828964, + 0.0709674134850502, + 0.12658502161502838, + 0.10175301879644394, + 0.08593025803565979, + 0.09127786010503769, + 0.055254869163036346 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01254053320735693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, high-speed tracking shot, viewed from a slightly upward angle, closely follows a streamlined, futuristic spacecraft as it hurtles through the digital sky at breakneck speed. The vessel's hull, composed of a polished nanocomposite material resembling obsidian, is seamless and smooth, perfectly reflecting the light of the digital world below. Thin, cyan-blue energy lines flow along its aerodynamic contours, and its flanks are dotted with tiny, bright, pulsing navigation lights. The massive engines at the ship's rear belch blast hot blue plasma, creating a steady, dazzling trail of light. The force of this powerful thrust even slightly distorts the surrounding space. Beneath the ship, a vast, digital nightscape of the Guangdong-Hong Kong-Macao Greater Bay Area unfolds. This is not a physical city lightscape, but a three-dimensional holographic map composed of countless luminous blue and gold data streams. These data streams, like rushing rivers and highways, weave and pulsate through the virtual city skyline. As the spacecraft effortlessly zipped past at high speed, its trajectory created a fleeting ripple in these rivers of light. Digital particles, disturbed by its powerful aura, splattered to either side. Captured by a high-speed camera, the entire scene exhibited a breathtaking sense of dynamic beauty. The bright blue of the spacecraft's engines contrasted with the bluish-gold glow of the background data streams, creating a grand, futuristic atmosphere of high technology, extreme speed, and breathtaking speed.", + "seed": 18969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_6470_seed_18969_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12364229522645473, + "vlm_logprob": -0.12364229522645473, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.12364229522645473, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07092271000146866 + ], + "opposite_logprob_tokens": [ + -2.695922613143921 + ], + "logprob_reward": -0.07092271000146866, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07092271000146866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09410253167152405, + 0.04043411463499069, + 0.02665528655052185, + 0.13567616045475006, + 0.23827116191387177, + 0.0373774915933609, + 0.07255300879478455, + 0.018176691606640816, + 0.2664760649204254, + 0.07027748227119446 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.07092271000146866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654502522200346 + ], + "opposite_logprob_tokens": [ + -4.882654666900635 + ], + "logprob_reward": -0.007654502522200346, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654502522200346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13047479093074799, + 0.07439371943473816, + 0.03483700007200241, + 0.03014882653951645, + 0.3856078088283539, + 0.07597586512565613, + 0.06962039321660995, + 0.038733743131160736, + 0.09535469859838486, + 0.06485318392515182 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.007654502522200346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644304238259792 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644304238259792, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644304238259792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07807698100805283, + 0.07579026371240616, + 0.03716053068637848, + 0.024516208097338676, + 0.3041993975639343, + 0.056294869631528854, + 0.04576283320784569, + 0.020262284204363823, + 0.22055983543395996, + 0.1373768001794815 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.008644304238259792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233587622642517 + ], + "opposite_logprob_tokens": [ + -0.8983587622642517 + ], + "logprob_reward": -0.5233587622642517, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233587622642517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05150822922587395, + 0.06407081335783005, + 0.025971533730626106, + 0.01737603358924389, + 0.5103858709335327, + 0.04616251215338707, + 0.02104274556040764, + 0.012354198843240738, + 0.2095329314470291, + 0.041595179587602615 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.5233587622642517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09100903570652008, + 0.10392312705516815, + 0.037226419895887375, + 0.0403403639793396, + 0.3884831666946411, + 0.09908381849527359, + 0.05440840497612953, + 0.04292717203497887, + 0.06533396244049072, + 0.07726454734802246 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.007631197106093168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, high-speed tracking shot, viewed from a slightly upward angle, closely follows a streamlined, futuristic spacecraft as it hurtles through the digital sky at breakneck speed. The vessel's hull, composed of a polished nanocomposite material resembling obsidian, is seamless and smooth, perfectly reflecting the light of the digital world below. Thin, cyan-blue energy lines flow along its aerodynamic contours, and its flanks are dotted with tiny, bright, pulsing navigation lights. The massive engines at the ship's rear belch blast hot blue plasma, creating a steady, dazzling trail of light. The force of this powerful thrust even slightly distorts the surrounding space. Beneath the ship, a vast, digital nightscape of the Guangdong-Hong Kong-Macao Greater Bay Area unfolds. This is not a physical city lightscape, but a three-dimensional holographic map composed of countless luminous blue and gold data streams. These data streams, like rushing rivers and highways, weave and pulsate through the virtual city skyline. As the spacecraft effortlessly zipped past at high speed, its trajectory created a fleeting ripple in these rivers of light. Digital particles, disturbed by its powerful aura, splattered to either side. Captured by a high-speed camera, the entire scene exhibited a breathtaking sense of dynamic beauty. The bright blue of the spacecraft's engines contrasted with the bluish-gold glow of the background data streams, creating a grand, futuristic atmosphere of high technology, extreme speed, and breathtaking speed.", + "seed": 18970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_6470_seed_18970_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08357810061424971, + "vlm_logprob": -0.08357810061424971, + "vlm_yes_no_margin": 3.5999999761581423, + "vlm_token_credit": -0.08357810061424971, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1439252644777298 + ], + "opposite_logprob_tokens": [ + -2.018925189971924 + ], + "logprob_reward": -0.1439252644777298, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1439252644777298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36569908261299133, + 0.19941020011901855, + 0.03814022243022919, + 0.06964579224586487, + 0.024088550359010696, + 0.04951437562704086, + 0.0498027503490448, + 0.0720134824514389, + 0.04963519424200058, + 0.08205033093690872 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.1439252644777298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00528118759393692 + ], + "opposite_logprob_tokens": [ + -5.2552809715271 + ], + "logprob_reward": -0.00528118759393692, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00528118759393692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2915264964103699, + 0.1783144623041153, + 0.044777076691389084, + 0.12082929909229279, + 0.03438246622681618, + 0.08391580730676651, + 0.0488431490957737, + 0.07994718104600906, + 0.06111523136496544, + 0.05634879693388939 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00528118759393692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978577509522438 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.00978577509522438, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978577509522438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11772885173559189, + 0.20272734761238098, + 0.05072105675935745, + 0.07904057204723358, + 0.035293083637952805, + 0.03429119661450386, + 0.04578442499041557, + 0.048091091215610504, + 0.08913400024175644, + 0.297188401222229 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00978577509522438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216031074523926 + ], + "opposite_logprob_tokens": [ + -1.5021603107452393 + ], + "logprob_reward": -0.25216031074523926, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216031074523926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1249944269657135, + 0.29909706115722656, + 0.08668152987957001, + 0.1257876455783844, + 0.03281596302986145, + 0.027609417214989662, + 0.08813353627920151, + 0.044727396219968796, + 0.10199003666639328, + 0.0681629627943039 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.25216031074523926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2736319899559021, + 0.37216365337371826, + 0.05831306800246239, + 0.0638507604598999, + 0.03575431928038597, + 0.03875959292054176, + 0.023777125403285027, + 0.03459205850958824, + 0.03884356468915939, + 0.06031389161944389 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0067379651591181755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, high-speed tracking shot, viewed from a slightly upward angle, closely follows a streamlined, futuristic spacecraft as it hurtles through the digital sky at breakneck speed. The vessel's hull, composed of a polished nanocomposite material resembling obsidian, is seamless and smooth, perfectly reflecting the light of the digital world below. Thin, cyan-blue energy lines flow along its aerodynamic contours, and its flanks are dotted with tiny, bright, pulsing navigation lights. The massive engines at the ship's rear belch blast hot blue plasma, creating a steady, dazzling trail of light. The force of this powerful thrust even slightly distorts the surrounding space. Beneath the ship, a vast, digital nightscape of the Guangdong-Hong Kong-Macao Greater Bay Area unfolds. This is not a physical city lightscape, but a three-dimensional holographic map composed of countless luminous blue and gold data streams. These data streams, like rushing rivers and highways, weave and pulsate through the virtual city skyline. As the spacecraft effortlessly zipped past at high speed, its trajectory created a fleeting ripple in these rivers of light. Digital particles, disturbed by its powerful aura, splattered to either side. Captured by a high-speed camera, the entire scene exhibited a breathtaking sense of dynamic beauty. The bright blue of the spacecraft's engines contrasted with the bluish-gold glow of the background data streams, creating a grand, futuristic atmosphere of high technology, extreme speed, and breathtaking speed.", + "seed": 18971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_11/index_6470_seed_18971_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.047515370743349196, + "vlm_logprob": -0.047515370743349196, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.047515370743349196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043632104992866516 + ], + "opposite_logprob_tokens": [ + -3.1686320304870605 + ], + "logprob_reward": -0.043632104992866516, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043632104992866516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26384565234184265, + 0.0667094737291336, + 0.05062294751405716, + 0.0937376320362091, + 0.028150910511612892, + 0.06541860103607178, + 0.04215352237224579, + 0.21124546229839325, + 0.06292875856161118, + 0.11518696695566177 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.043632104992866516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00284207914955914 + ], + "opposite_logprob_tokens": [ + -5.877841949462891 + ], + "logprob_reward": -0.00284207914955914, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00284207914955914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12142069637775421, + 0.03603082150220871, + 0.42659708857536316, + 0.057967040687799454, + 0.0724899172782898, + 0.04624519869685173, + 0.02683374285697937, + 0.05535326525568962, + 0.03412361070513725, + 0.12293867021799088 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.00284207914955914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954503081738949 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954503081738949, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954503081738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23676426708698273, + 0.061502691358327866, + 0.24513030052185059, + 0.0990784615278244, + 0.02780441753566265, + 0.1332731395959854, + 0.09238263219594955, + 0.03136729449033737, + 0.01922215335071087, + 0.05347469076514244 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.005954503081738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989413440227509 + ], + "opposite_logprob_tokens": [ + -1.8048940896987915 + ], + "logprob_reward": -0.17989413440227509, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989413440227509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1477748453617096, + 0.10025157779455185, + 0.1903659552335739, + 0.14508633315563202, + 0.049621183425188065, + 0.1542818546295166, + 0.03288831189274788, + 0.07166090607643127, + 0.027574092149734497, + 0.08049491792917252 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.17989413440227509 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, futuristic spacecraft with a polished obsidian-like hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin cyan-blue energy lines visible flowing along the spacecraft's contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the spacecraft's massive rear engines emit hot blue plasma creating a trail of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a three-dimensional holographic map of the Guangdong-Hong Kong-Macao Greater Bay Area composed of luminous blue and gold data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tight, high-speed tracking shot viewed from a slightly upward angle following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09162405133247375, + 0.034611012786626816, + 0.49857139587402344, + 0.03147293999791145, + 0.0574508011341095, + 0.09151311218738556, + 0.06888241320848465, + 0.05487142875790596, + 0.029732810333371162, + 0.04127001017332077 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.005254032090306282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_tensor([3067, 3067])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_tensor([3067, 3067])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1a39dacefbe630acdd0070f30f9ae80b510c1bf2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_tensor([3067, 3067])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Through a canted Dutch angle lens, we gaze in close-up at a three-dimensional holographic weather map suspended within a dimly lit, futuristic command center. At the center of the frame, the energy volume representing the high-risk tornado zone appears as a viscous, luminous, scarlet non-Newtonian fluid, churning and tumbling violently within an invisible boundary. This luminous red mass moves in a chaotic yet organic manner, sometimes coalescing into a taut, swirling core, sometimes suddenly erupting outward in violent splashes. Countless fiery red droplets, as if captured by a high-speed camera, freeze in mid-air, their edges trailing fine strands of light. The scene is imbued with the dynamic, athletic style of cinematography, its sharp focus capturing every pulse of energy and every collision of fluids. The blurred blue grid lines and faint terrain contours in the background highlight the extreme instability of the red zone. The ominous glow emanating from the red fluid itself serves as the sole source of light, casting a tense red hue on the invisible surfaces of the surrounding control consoles, creating an atmosphere of intense urgency and imminent crisis.", + "seed": 23562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_3067_seed_23562_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.36282906383275987, + "vlm_logprob": -0.36282906383275987, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.36282906383275987, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03157681226730347 + ], + "opposite_logprob_tokens": [ + -4.531576633453369 + ], + "logprob_reward": -0.03157681226730347, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.03157681226730347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17874903976917267, + 0.02721758559346199, + 0.0676322802901268, + 0.029223764315247536, + 0.13146443665027618, + 0.12988130748271942, + 0.07616864144802094, + 0.07561250030994415, + 0.09676490724086761, + 0.18728545308113098 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.03157681226730347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063193798065186 + ], + "opposite_logprob_tokens": [ + -0.28131937980651855 + ], + "logprob_reward": -1.4063193798065186, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063193798065186, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1756889820098877, + 0.03902989625930786, + 0.12681131064891815, + 0.022643299773335457, + 0.11516904085874557, + 0.05209863930940628, + 0.03392190858721733, + 0.11199527978897095, + 0.24705569446086884, + 0.07558602094650269 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -1.4063193798065186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521684467792511 + ], + "opposite_logprob_tokens": [ + -1.5021684169769287 + ], + "logprob_reward": -0.2521684467792511, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521684467792511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11825361102819443, + 0.030756471678614616, + 0.07421957701444626, + 0.15323664247989655, + 0.06216542050242424, + 0.04317525774240494, + 0.11390509456396103, + 0.08742733299732208, + 0.08960990607738495, + 0.22725065052509308 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.2521684467792511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095844209194183 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011095844209194183, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095844209194183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08476003259420395, + 0.024506976827979088, + 0.010441693477332592, + 0.016148053109645844, + 0.10124077647924423, + 0.1251262128353119, + 0.13074463605880737, + 0.05193815380334854, + 0.3629480004310608, + 0.0921454206109047 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.011095844209194183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298483610153198 + ], + "opposite_logprob_tokens": [ + -2.2379848957061768 + ], + "logprob_reward": -0.11298483610153198, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298483610153198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0871521458029747, + 0.030222946777939796, + 0.06387080252170563, + 0.03513433039188385, + 0.037586987018585205, + 0.0855913981795311, + 0.11281642317771912, + 0.14662331342697144, + 0.2842390537261963, + 0.1167626604437828 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.11298483610153198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a canted Dutch angle lens, we gaze in close-up at a three-dimensional holographic weather map suspended within a dimly lit, futuristic command center. At the center of the frame, the energy volume representing the high-risk tornado zone appears as a viscous, luminous, scarlet non-Newtonian fluid, churning and tumbling violently within an invisible boundary. This luminous red mass moves in a chaotic yet organic manner, sometimes coalescing into a taut, swirling core, sometimes suddenly erupting outward in violent splashes. Countless fiery red droplets, as if captured by a high-speed camera, freeze in mid-air, their edges trailing fine strands of light. The scene is imbued with the dynamic, athletic style of cinematography, its sharp focus capturing every pulse of energy and every collision of fluids. The blurred blue grid lines and faint terrain contours in the background highlight the extreme instability of the red zone. The ominous glow emanating from the red fluid itself serves as the sole source of light, casting a tense red hue on the invisible surfaces of the surrounding control consoles, creating an atmosphere of intense urgency and imminent crisis.", + "seed": 23563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_3067_seed_23563_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3968503577634692, + "vlm_logprob": -0.3968503577634692, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.3968503577634692, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03563050925731659 + ], + "opposite_logprob_tokens": [ + -5.160630702972412 + ], + "logprob_reward": -0.03563050925731659, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.03563050925731659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13770952820777893, + 0.05189717561006546, + 0.06824076175689697, + 0.046213943511247635, + 0.03204803913831711, + 0.08774489909410477, + 0.3285899758338928, + 0.11957520246505737, + 0.02411912940442562, + 0.10386142134666443 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03563050925731659 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005362272262573 + ], + "opposite_logprob_tokens": [ + -0.22553622722625732 + ], + "logprob_reward": -1.6005362272262573, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005362272262573, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10623849183320999, + 0.1365271955728531, + 0.12594746053218842, + 0.04941638559103012, + 0.05396149307489395, + 0.06997605413198471, + 0.13728393614292145, + 0.03622698411345482, + 0.03616968169808388, + 0.24825236201286316 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -1.6005362272262573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135913610458374 + ], + "opposite_logprob_tokens": [ + -1.4063591957092285 + ], + "logprob_reward": -0.28135913610458374, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135913610458374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06066112220287323, + 0.008964519947767258, + 0.06170209124684334, + 0.037118710577487946, + 0.033353447914123535, + 0.01662314124405384, + 0.6206108927726746, + 0.03927847370505333, + 0.015198510140180588, + 0.10648909211158752 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.28135913610458374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648949019610882 + ], + "opposite_logprob_tokens": [ + -5.3796491622924805 + ], + "logprob_reward": -0.004648949019610882, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648949019610882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20928186178207397, + 0.07584135234355927, + 0.08531611412763596, + 0.04888511076569557, + 0.06379231810569763, + 0.08688583970069885, + 0.2129741609096527, + 0.07611522823572159, + 0.046331752091646194, + 0.09457622468471527 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.004648949019610882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207696720957756 + ], + "opposite_logprob_tokens": [ + -2.812077045440674 + ], + "logprob_reward": -0.06207696720957756, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207696720957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0878651887178421, + 0.048210278153419495, + 0.0804324746131897, + 0.03588275983929634, + 0.03664107993245125, + 0.08541687577962875, + 0.44563180208206177, + 0.07904580235481262, + 0.04074806347489357, + 0.06012572720646858 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.06207696720957756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a canted Dutch angle lens, we gaze in close-up at a three-dimensional holographic weather map suspended within a dimly lit, futuristic command center. At the center of the frame, the energy volume representing the high-risk tornado zone appears as a viscous, luminous, scarlet non-Newtonian fluid, churning and tumbling violently within an invisible boundary. This luminous red mass moves in a chaotic yet organic manner, sometimes coalescing into a taut, swirling core, sometimes suddenly erupting outward in violent splashes. Countless fiery red droplets, as if captured by a high-speed camera, freeze in mid-air, their edges trailing fine strands of light. The scene is imbued with the dynamic, athletic style of cinematography, its sharp focus capturing every pulse of energy and every collision of fluids. The blurred blue grid lines and faint terrain contours in the background highlight the extreme instability of the red zone. The ominous glow emanating from the red fluid itself serves as the sole source of light, casting a tense red hue on the invisible surfaces of the surrounding control consoles, creating an atmosphere of intense urgency and imminent crisis.", + "seed": 23564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_3067_seed_23564_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6695784356445074, + "vlm_logprob": -0.6695784356445074, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.6695784356445074, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015008270740509033 + ], + "opposite_logprob_tokens": [ + -5.265008449554443 + ], + "logprob_reward": -0.015008270740509033, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.015008270740509033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04802437871694565, + 0.25364020466804504, + 0.21327944099903107, + 0.13441140949726105, + 0.03312476724386215, + 0.11828294396400452, + 0.052588678896427155, + 0.03676882013678551, + 0.05604640766978264, + 0.053833045065402985 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.015008270740509033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701540470123291 + ], + "opposite_logprob_tokens": [ + -0.2015405148267746 + ], + "logprob_reward": -1.701540470123291, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701540470123291, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1277981847524643, + 0.10685128718614578, + 0.06317044794559479, + 0.07763063162565231, + 0.035068705677986145, + 0.029229631647467613, + 0.06001007556915283, + 0.022040247917175293, + 0.4610479176044464, + 0.017152855172753334 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -1.701540470123291 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063184261322021 + ], + "opposite_logprob_tokens": [ + -0.28131839632987976 + ], + "logprob_reward": -1.4063184261322021, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063184261322021, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10475397109985352, + 0.3096526563167572, + 0.26459652185440063, + 0.11189809441566467, + 0.04371649771928787, + 0.013574803248047829, + 0.02082189731299877, + 0.013908806256949902, + 0.0785108357667923, + 0.038565877825021744 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -1.4063184261322021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02335713617503643 + ], + "opposite_logprob_tokens": [ + -3.7733571529388428 + ], + "logprob_reward": -0.02335713617503643, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02335713617503643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12285759299993515, + 0.38994744420051575, + 0.12462634593248367, + 0.16823320090770721, + 0.04665408283472061, + 0.02014230005443096, + 0.012919471599161625, + 0.022104021161794662, + 0.054449889808893204, + 0.0380655936896801 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.02335713617503643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016678750514984 + ], + "opposite_logprob_tokens": [ + -1.7016679048538208 + ], + "logprob_reward": -0.2016678750514984, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016678750514984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18367385864257812, + 0.1054302528500557, + 0.11073896288871765, + 0.12595708668231964, + 0.06404003500938416, + 0.057477716356515884, + 0.09781386703252792, + 0.03868759796023369, + 0.16573865711688995, + 0.050441984087228775 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.2016678750514984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a canted Dutch angle lens, we gaze in close-up at a three-dimensional holographic weather map suspended within a dimly lit, futuristic command center. At the center of the frame, the energy volume representing the high-risk tornado zone appears as a viscous, luminous, scarlet non-Newtonian fluid, churning and tumbling violently within an invisible boundary. This luminous red mass moves in a chaotic yet organic manner, sometimes coalescing into a taut, swirling core, sometimes suddenly erupting outward in violent splashes. Countless fiery red droplets, as if captured by a high-speed camera, freeze in mid-air, their edges trailing fine strands of light. The scene is imbued with the dynamic, athletic style of cinematography, its sharp focus capturing every pulse of energy and every collision of fluids. The blurred blue grid lines and faint terrain contours in the background highlight the extreme instability of the red zone. The ominous glow emanating from the red fluid itself serves as the sole source of light, casting a tense red hue on the invisible surfaces of the surrounding control consoles, creating an atmosphere of intense urgency and imminent crisis.", + "seed": 23565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_12/index_3067_seed_23565_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3767266236245632, + "vlm_logprob": -0.3767266236245632, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.3767266236245632, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0712348148226738 + ], + "opposite_logprob_tokens": [ + -3.071234703063965 + ], + "logprob_reward": -0.0712348148226738, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0712348148226738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33681005239486694, + 0.04546225443482399, + 0.04998064413666725, + 0.08050847053527832, + 0.04724745452404022, + 0.19373354315757751, + 0.12198873609304428, + 0.025134723633527756, + 0.07253587245941162, + 0.026598205789923668 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0712348148226738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005606651306152 + ], + "opposite_logprob_tokens": [ + -0.22556066513061523 + ], + "logprob_reward": -1.6005606651306152, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005606651306152, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11232206225395203, + 0.08388525992631912, + 0.13119864463806152, + 0.11951450258493423, + 0.12345704436302185, + 0.09475552290678024, + 0.10013581067323685, + 0.030067652463912964, + 0.08421693742275238, + 0.12044655531644821 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -1.6005606651306152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907108753919601 + ], + "opposite_logprob_tokens": [ + -2.464071035385132 + ], + "logprob_reward": -0.08907108753919601, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907108753919601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13448698818683624, + 0.09080913662910461, + 0.0695260614156723, + 0.12743045389652252, + 0.0985163226723671, + 0.25659996271133423, + 0.07443003356456757, + 0.05005215108394623, + 0.045228298753499985, + 0.052920613437891006 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.08907108753919601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798642247915268 + ], + "opposite_logprob_tokens": [ + -4.634798526763916 + ], + "logprob_reward": -0.009798642247915268, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798642247915268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23282301425933838, + 0.06310753524303436, + 0.08684583008289337, + 0.12187305837869644, + 0.06669207662343979, + 0.2128542810678482, + 0.06996772438287735, + 0.022393139079213142, + 0.05872485414147377, + 0.06471849977970123 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.009798642247915268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot framed as a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle a canted Dutch angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a three-dimensional holographic weather map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the high-risk tornado zone appear as a viscous, luminous, scarlet non-Newtonian fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless fiery red droplets frozen in mid-air with trailing strands of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296790838241577 + ], + "opposite_logprob_tokens": [ + -2.2379679679870605 + ], + "logprob_reward": -0.11296790838241577, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296790838241577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16415852308273315, + 0.08181468397378922, + 0.12686775624752045, + 0.07457298040390015, + 0.06613931059837341, + 0.11193057149648666, + 0.18057319521903992, + 0.05166676640510559, + 0.06913203746080399, + 0.07314421236515045 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.11296790838241577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_tensor([9152, 9152])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_tensor([9152, 9152])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e43ec1c7c9cf6745d34a2894dc3af611860a2f41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_tensor([9152, 9152])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic overhead shot, the camera swiveling in a 360-degree arc around its subject at breakneck speed, captures the stunning spectacle of a massive Godzilla standing amidst the ruins of a shattered city. The beast, covered in rough, dark gray scales resembling the texture of ancient stone, its massive, muscular frame imposing itself against the night sky. The wreckage of skyscrapers lies like toys beneath its feet. Its head violently throws back, its massive jaws stretched to their limit. With a roar that rends the heavens, a powerful wave of energy erupts from its mouth, visually distorting the surrounding, smoky air. At the climax of this roar, the camera's rapid rotation trajectory just captured the key details: from the deepest part of its throat, a bright and dazzling atomic blue light began to pulsate and flicker. This supernatural light spread upward, illuminating the internal structure of its mouth and its dagger-sharp teeth, and illuminating its rough skin texture and the surrounding smoke and dust, casting a huge and dynamic shadow on the ruined cityscape. The whole picture is full of destructive power and an awe-inspiring doomsday atmosphere.", + "seed": 13462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_9152_seed_13462_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04676954795140773, + "vlm_logprob": -0.04676954795140773, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04676954795140773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10297732055187225 + ], + "opposite_logprob_tokens": [ + -2.3529772758483887 + ], + "logprob_reward": -0.10297732055187225, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10297732055187225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10445438325405121, + 0.20169834792613983, + 0.08935260772705078, + 0.06405359506607056, + 0.03383263200521469, + 0.1742289513349533, + 0.09510347992181778, + 0.044226475059986115, + 0.09151820093393326, + 0.10153140872716904 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.10297732055187225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087019816040993 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087019816040993, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087019816040993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24414943158626556, + 0.10324832797050476, + 0.13254979252815247, + 0.06962686032056808, + 0.042344771325588226, + 0.09081359207630157, + 0.07199922204017639, + 0.1015763059258461, + 0.04460149630904198, + 0.09909020364284515 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016087019816040993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12408187240362167, + 0.08932632952928543, + 0.0958390012383461, + 0.17602162063121796, + 0.11130379885435104, + 0.08552496135234833, + 0.11547145992517471, + 0.05439376458525658, + 0.05536310374736786, + 0.09267406165599823 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019455092260614038 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019455092260614038, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019455092260614038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10565180331468582, + 0.11727955937385559, + 0.0713222473859787, + 0.2096061110496521, + 0.09795571118593216, + 0.11211907118558884, + 0.06386853754520416, + 0.10680922120809555, + 0.03956201300024986, + 0.07582573592662811 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.0019455092260614038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028994083404541 + ], + "opposite_logprob_tokens": [ + -2.350289821624756 + ], + "logprob_reward": -0.10028994083404541, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028994083404541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1365901380777359, + 0.13949845731258392, + 0.07705146819353104, + 0.13925088942050934, + 0.1584962010383606, + 0.03698306158185005, + 0.1154756173491478, + 0.09138701111078262, + 0.043873827904462814, + 0.06139326095581055 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.10028994083404541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic overhead shot, the camera swiveling in a 360-degree arc around its subject at breakneck speed, captures the stunning spectacle of a massive Godzilla standing amidst the ruins of a shattered city. The beast, covered in rough, dark gray scales resembling the texture of ancient stone, its massive, muscular frame imposing itself against the night sky. The wreckage of skyscrapers lies like toys beneath its feet. Its head violently throws back, its massive jaws stretched to their limit. With a roar that rends the heavens, a powerful wave of energy erupts from its mouth, visually distorting the surrounding, smoky air. At the climax of this roar, the camera's rapid rotation trajectory just captured the key details: from the deepest part of its throat, a bright and dazzling atomic blue light began to pulsate and flicker. This supernatural light spread upward, illuminating the internal structure of its mouth and its dagger-sharp teeth, and illuminating its rough skin texture and the surrounding smoke and dust, casting a huge and dynamic shadow on the ruined cityscape. The whole picture is full of destructive power and an awe-inspiring doomsday atmosphere.", + "seed": 13463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_9152_seed_13463_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046142258960753676, + "vlm_logprob": -0.046142258960753676, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.046142258960753676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1288948506116867 + ], + "opposite_logprob_tokens": [ + -2.128894805908203 + ], + "logprob_reward": -0.1288948506116867, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1288948506116867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0920204445719719, + 0.12145406752824783, + 0.07208278030157089, + 0.1783401519060135, + 0.12075557559728622, + 0.05773461237549782, + 0.12074600160121918, + 0.03967884182929993, + 0.11534925550222397, + 0.0818382203578949 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.1288948506116867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337299108505249 + ], + "opposite_logprob_tokens": [ + -3.4087300300598145 + ], + "logprob_reward": -0.0337299108505249, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337299108505249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12140662968158722, + 0.22153526544570923, + 0.12778455018997192, + 0.0691218301653862, + 0.0644354522228241, + 0.02788732945919037, + 0.09561336785554886, + 0.02401791699230671, + 0.17694427073001862, + 0.07125335931777954 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0337299108505249 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636268176138401 + ], + "opposite_logprob_tokens": [ + -3.651362657546997 + ], + "logprob_reward": -0.02636268176138401, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636268176138401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759425237774849, + 0.07232225686311722, + 0.08210273832082748, + 0.23734356462955475, + 0.07225659489631653, + 0.1073581799864769, + 0.05770876258611679, + 0.047178659588098526, + 0.15985621511936188, + 0.08793050050735474 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.02636268176138401 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622994292527437 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003622994292527437, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622994292527437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08623950928449631, + 0.0805744081735611, + 0.0409703366458416, + 0.05415262654423714, + 0.039050113409757614, + 0.07172279804944992, + 0.14765246212482452, + 0.026950597763061523, + 0.2844533920288086, + 0.168233722448349 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.003622994292527437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810085728764534 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810085728764534, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810085728764534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09613306820392609, + 0.1759139895439148, + 0.0878891721367836, + 0.05264658108353615, + 0.05161552503705025, + 0.08907606452703476, + 0.1355748325586319, + 0.11680357903242111, + 0.11545193195343018, + 0.078895203769207 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.03810085728764534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic overhead shot, the camera swiveling in a 360-degree arc around its subject at breakneck speed, captures the stunning spectacle of a massive Godzilla standing amidst the ruins of a shattered city. The beast, covered in rough, dark gray scales resembling the texture of ancient stone, its massive, muscular frame imposing itself against the night sky. The wreckage of skyscrapers lies like toys beneath its feet. Its head violently throws back, its massive jaws stretched to their limit. With a roar that rends the heavens, a powerful wave of energy erupts from its mouth, visually distorting the surrounding, smoky air. At the climax of this roar, the camera's rapid rotation trajectory just captured the key details: from the deepest part of its throat, a bright and dazzling atomic blue light began to pulsate and flicker. This supernatural light spread upward, illuminating the internal structure of its mouth and its dagger-sharp teeth, and illuminating its rough skin texture and the surrounding smoke and dust, casting a huge and dynamic shadow on the ruined cityscape. The whole picture is full of destructive power and an awe-inspiring doomsday atmosphere.", + "seed": 13464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_9152_seed_13464_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04314187539275736, + "vlm_logprob": -0.04314187539275736, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04314187539275736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027526449412107468 + ], + "opposite_logprob_tokens": [ + -3.652526378631592 + ], + "logprob_reward": -0.027526449412107468, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027526449412107468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15703478455543518, + 0.1255950778722763, + 0.11752689629793167, + 0.057938363403081894, + 0.0356663316488266, + 0.2221015840768814, + 0.1469721496105194, + 0.03399889916181564, + 0.02884809859097004, + 0.0743178203701973 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.027526449412107468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901808619499207 + ], + "opposite_logprob_tokens": [ + -2.5790181159973145 + ], + "logprob_reward": -0.07901808619499207, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901808619499207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29623156785964966, + 0.11033892631530762, + 0.17023016512393951, + 0.06395238637924194, + 0.050305869430303574, + 0.1316285878419876, + 0.03894045576453209, + 0.039490971714258194, + 0.05217411741614342, + 0.04670697823166847 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.07901808619499207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195733428001404 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.018195733428001404, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195733428001404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08643805980682373, + 0.11482081562280655, + 0.07718649506568909, + 0.11361049860715866, + 0.046979114413261414, + 0.12001283466815948, + 0.2633028030395508, + 0.03944271802902222, + 0.03846916928887367, + 0.09973753243684769 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.018195733428001404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019449143437668681 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019449143437668681, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019449143437668681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16630418598651886, + 0.09444911032915115, + 0.04863681271672249, + 0.10715403407812119, + 0.04079693555831909, + 0.09242284297943115, + 0.11853766441345215, + 0.10064788162708282, + 0.1413934975862503, + 0.08965705335140228 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0019449143437668681 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902419358491898 + ], + "opposite_logprob_tokens": [ + -2.464024305343628 + ], + "logprob_reward": -0.08902419358491898, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902419358491898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1939619779586792, + 0.16037370264530182, + 0.038194358348846436, + 0.06348201632499695, + 0.05447981506586075, + 0.0571177639067173, + 0.05637156218290329, + 0.09947866946458817, + 0.19542792439460754, + 0.08111223578453064 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.08902419358491898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic overhead shot, the camera swiveling in a 360-degree arc around its subject at breakneck speed, captures the stunning spectacle of a massive Godzilla standing amidst the ruins of a shattered city. The beast, covered in rough, dark gray scales resembling the texture of ancient stone, its massive, muscular frame imposing itself against the night sky. The wreckage of skyscrapers lies like toys beneath its feet. Its head violently throws back, its massive jaws stretched to their limit. With a roar that rends the heavens, a powerful wave of energy erupts from its mouth, visually distorting the surrounding, smoky air. At the climax of this roar, the camera's rapid rotation trajectory just captured the key details: from the deepest part of its throat, a bright and dazzling atomic blue light began to pulsate and flicker. This supernatural light spread upward, illuminating the internal structure of its mouth and its dagger-sharp teeth, and illuminating its rough skin texture and the surrounding smoke and dust, casting a huge and dynamic shadow on the ruined cityscape. The whole picture is full of destructive power and an awe-inspiring doomsday atmosphere.", + "seed": 13465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_13/index_9152_seed_13465_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03745950651355088, + "vlm_logprob": -0.03745950651355088, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03745950651355088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008453065529465675 + ], + "opposite_logprob_tokens": [ + -5.008452892303467 + ], + "logprob_reward": -0.008453065529465675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008453065529465675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0689801350235939, + 0.14687764644622803, + 0.04966039955615997, + 0.1327013373374939, + 0.04689992591738701, + 0.0736546516418457, + 0.1117720827460289, + 0.22703880071640015, + 0.059558380395174026, + 0.0828566625714302 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.008453065529465675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297274485230446 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297274485230446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297274485230446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2543320953845978, + 0.07045363634824753, + 0.11883658170700073, + 0.16273678839206696, + 0.08540172874927521, + 0.09422049671411514, + 0.05927415192127228, + 0.07340565323829651, + 0.021354451775550842, + 0.05998445302248001 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.023297274485230446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0877164974808693, + 0.11005857586860657, + 0.027869587764143944, + 0.17029690742492676, + 0.07734611630439758, + 0.06844311952590942, + 0.13277402520179749, + 0.1924448311328888, + 0.07522056251764297, + 0.057829778641462326 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198899397626519 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198899397626519, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198899397626519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059350837022066116, + 0.08792448043823242, + 0.029350442811846733, + 0.14728713035583496, + 0.08965939283370972, + 0.08710768818855286, + 0.0998748242855072, + 0.1773524433374405, + 0.08217982202768326, + 0.13991285860538483 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.002198899397626519 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive Godzilla covered in rough, dark gray scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of a shattered city with skyscrapers lying beneath the subject's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Godzilla throw its head back with its jaws stretched wide while emitting a wave of energy from its mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, atomic blue light pulsating from Godzilla's throat and mouth that illuminates the internal structure and casts a huge shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that swivels in a 360-degree arc around the subject at breakneck speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12700407207012177 + ], + "opposite_logprob_tokens": [ + -2.1270041465759277 + ], + "logprob_reward": -0.12700407207012177, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12700407207012177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062011513859033585, + 0.1051710993051529, + 0.10949281603097916, + 0.18969576060771942, + 0.05298861116170883, + 0.06357602775096893, + 0.14566461741924286, + 0.038308948278427124, + 0.17420901358127594, + 0.05888158455491066 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.12700407207012177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_tensor([9643, 9643])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_tensor([9643, 9643])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6409a9b830f8e2675603278237a07230aed2a274 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_tensor([9643, 9643])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot focuses with macroscopic precision on a translucent icicle suspended from the weathered, dark wooden ledge of an exterior window frame. The low, golden light of the winter afternoon sun casts a shadow on the icicle, revealing its crystalline structure and the fine frost on its surface. At its sharp tip, a perfectly spherical droplet of meltwater deliberately expands, its surface tension creating a clear, inverted, blurred snowscape in the background. Under its own weight, the droplet stretches downward, its shape elongating from a sphere to a teardrop. The thin thread connecting it to the icicle shimmers for a moment before inevitably breaking, and the droplet quickly and silently falls from the bottom of the frame, temporarily dampening the tip of the icicle. The scene is imbued with a tranquil, quiet atmosphere, capturing the subtle transitional moment with realistic detail.", + "seed": 24333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_9643_seed_24333_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1684930560644716, + "vlm_logprob": -0.1684930560644716, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.1684930560644716, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05955537408590317 + ], + "opposite_logprob_tokens": [ + -3.4345552921295166 + ], + "logprob_reward": -0.05955537408590317, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.05955537408590317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08218104392290115, + 0.055186573415994644, + 0.05352042615413666, + 0.04744746908545494, + 0.05541129782795906, + 0.1243414357304573, + 0.09801827371120453, + 0.12883837521076202, + 0.16657906770706177, + 0.18847602605819702 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.05955537408590317 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022245917934924364 + ], + "opposite_logprob_tokens": [ + -6.127224445343018 + ], + "logprob_reward": -0.0022245917934924364, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022245917934924364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04575314372777939, + 0.06629551947116852, + 0.03196810558438301, + 0.033331822603940964, + 0.07637207955121994, + 0.08594522625207901, + 0.21857649087905884, + 0.10484924912452698, + 0.21178126335144043, + 0.12512710690498352 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0022245917934924364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086198389530182 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.016086198389530182, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086198389530182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11267311871051788, + 0.12429983913898468, + 0.10776707530021667, + 0.054717134684324265, + 0.0328061617910862, + 0.030709832906723022, + 0.09784059226512909, + 0.11933041363954544, + 0.24318459630012512, + 0.07667127996683121 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.016086198389530182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744833197444677 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744833197444677, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744833197444677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04984189569950104, + 0.08513229340314865, + 0.015778832137584686, + 0.01541721448302269, + 0.03969009220600128, + 0.09331860393285751, + 0.08639667183160782, + 0.15731795132160187, + 0.27129077911376953, + 0.18581560254096985 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.006744833197444677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578542828559875 + ], + "opposite_logprob_tokens": [ + -0.6328542828559875 + ], + "logprob_reward": -0.7578542828559875, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578542828559875, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08621341735124588, + 0.10729078203439713, + 0.04782664403319359, + 0.04299449175596237, + 0.025971954688429832, + 0.16816309094429016, + 0.07022976130247116, + 0.15094506740570068, + 0.15420226752758026, + 0.14616253972053528 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.7578542828559875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses with macroscopic precision on a translucent icicle suspended from the weathered, dark wooden ledge of an exterior window frame. The low, golden light of the winter afternoon sun casts a shadow on the icicle, revealing its crystalline structure and the fine frost on its surface. At its sharp tip, a perfectly spherical droplet of meltwater deliberately expands, its surface tension creating a clear, inverted, blurred snowscape in the background. Under its own weight, the droplet stretches downward, its shape elongating from a sphere to a teardrop. The thin thread connecting it to the icicle shimmers for a moment before inevitably breaking, and the droplet quickly and silently falls from the bottom of the frame, temporarily dampening the tip of the icicle. The scene is imbued with a tranquil, quiet atmosphere, capturing the subtle transitional moment with realistic detail.", + "seed": 24334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_9643_seed_24334_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.32501856945455077, + "vlm_logprob": -0.32501856945455077, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.32501856945455077, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0704730823636055 + ], + "opposite_logprob_tokens": [ + -2.9454731941223145 + ], + "logprob_reward": -0.0704730823636055, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0704730823636055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2147981822490692, + 0.08868847042322159, + 0.050795093178749084, + 0.07616924494504929, + 0.030820995569229126, + 0.015774693340063095, + 0.07584846019744873, + 0.20594389736652374, + 0.17145350575447083, + 0.06970742344856262 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0704730823636055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002841247245669365 + ], + "opposite_logprob_tokens": [ + -5.877841472625732 + ], + "logprob_reward": -0.002841247245669365, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002841247245669365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16409212350845337, + 0.06091558560729027, + 0.04391832649707794, + 0.03992558270692825, + 0.030930906534194946, + 0.028289129957556725, + 0.08716964721679688, + 0.14193972945213318, + 0.2082015573978424, + 0.1946174055337906 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.002841247245669365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636152133345604 + ], + "opposite_logprob_tokens": [ + -3.6513614654541016 + ], + "logprob_reward": -0.02636152133345604, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636152133345604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955889403820038, + 0.06329601258039474, + 0.08560238778591156, + 0.0490807481110096, + 0.033914510160684586, + 0.05486663803458214, + 0.05950857698917389, + 0.07387363165616989, + 0.16264501214027405, + 0.12162356823682785 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02636152133345604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299720138311386 + ], + "opposite_logprob_tokens": [ + -3.7732996940612793 + ], + "logprob_reward": -0.023299720138311386, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299720138311386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15625673532485962, + 0.07291854918003082, + 0.03546225652098656, + 0.030031071975827217, + 0.042338669300079346, + 0.025305885821580887, + 0.05166500434279442, + 0.353829562664032, + 0.1609252393245697, + 0.0712670162320137 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.023299720138311386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5021172761917114 + ], + "opposite_logprob_tokens": [ + -0.2521173059940338 + ], + "logprob_reward": -1.5021172761917114, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5021172761917114, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29403650760650635, + 0.06232452020049095, + 0.054181404411792755, + 0.014850474894046783, + 0.018141305074095726, + 0.039336830377578735, + 0.04954256862401962, + 0.14362719655036926, + 0.2498662769794464, + 0.07409291714429855 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -1.5021172761917114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses with macroscopic precision on a translucent icicle suspended from the weathered, dark wooden ledge of an exterior window frame. The low, golden light of the winter afternoon sun casts a shadow on the icicle, revealing its crystalline structure and the fine frost on its surface. At its sharp tip, a perfectly spherical droplet of meltwater deliberately expands, its surface tension creating a clear, inverted, blurred snowscape in the background. Under its own weight, the droplet stretches downward, its shape elongating from a sphere to a teardrop. The thin thread connecting it to the icicle shimmers for a moment before inevitably breaking, and the droplet quickly and silently falls from the bottom of the frame, temporarily dampening the tip of the icicle. The scene is imbued with a tranquil, quiet atmosphere, capturing the subtle transitional moment with realistic detail.", + "seed": 24335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_9643_seed_24335_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2907601105980575, + "vlm_logprob": -0.2907601105980575, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.2907601105980575, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07427969574928284 + ], + "opposite_logprob_tokens": [ + -3.07427978515625 + ], + "logprob_reward": -0.07427969574928284, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07427969574928284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23646864295005798, + 0.15038946270942688, + 0.04716398939490318, + 0.05491263046860695, + 0.041065070778131485, + 0.037923723459243774, + 0.038500770926475525, + 0.0646972581744194, + 0.10852167010307312, + 0.22035682201385498 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07427969574928284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005982113536447287 + ], + "opposite_logprob_tokens": [ + -5.130981922149658 + ], + "logprob_reward": -0.005982113536447287, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005982113536447287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22708815336227417, + 0.09534303843975067, + 0.10177148878574371, + 0.04746169596910477, + 0.10986284911632538, + 0.09255613386631012, + 0.02479291521012783, + 0.0999731719493866, + 0.10641549527645111, + 0.09473509341478348 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.005982113536447287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372875973582268 + ], + "opposite_logprob_tokens": [ + -3.408728837966919 + ], + "logprob_reward": -0.03372875973582268, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372875973582268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3630483150482178, + 0.12069817632436752, + 0.13774144649505615, + 0.022814566269516945, + 0.0971151813864708, + 0.05123332142829895, + 0.041225701570510864, + 0.05558827519416809, + 0.041206490248441696, + 0.06932847201824188 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03372875973582268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360243558883667 + ], + "opposite_logprob_tokens": [ + -3.651360273361206 + ], + "logprob_reward": -0.026360243558883667, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360243558883667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3294726610183716, + 0.12262327969074249, + 0.10589966922998428, + 0.037472646683454514, + 0.08836758881807327, + 0.03529778867959976, + 0.03199122101068497, + 0.05663609504699707, + 0.0820537582039833, + 0.11018534004688263 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026360243558883667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313449740409851 + ], + "opposite_logprob_tokens": [ + -0.3134497106075287 + ], + "logprob_reward": -1.313449740409851, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313449740409851, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3616858124732971, + 0.122927226126194, + 0.05438390374183655, + 0.07043281942605972, + 0.05503572151064873, + 0.05393332242965698, + 0.04492143169045448, + 0.057682525366544724, + 0.10747862607240677, + 0.0715186670422554 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -1.313449740409851 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses with macroscopic precision on a translucent icicle suspended from the weathered, dark wooden ledge of an exterior window frame. The low, golden light of the winter afternoon sun casts a shadow on the icicle, revealing its crystalline structure and the fine frost on its surface. At its sharp tip, a perfectly spherical droplet of meltwater deliberately expands, its surface tension creating a clear, inverted, blurred snowscape in the background. Under its own weight, the droplet stretches downward, its shape elongating from a sphere to a teardrop. The thin thread connecting it to the icicle shimmers for a moment before inevitably breaking, and the droplet quickly and silently falls from the bottom of the frame, temporarily dampening the tip of the icicle. The scene is imbued with a tranquil, quiet atmosphere, capturing the subtle transitional moment with realistic detail.", + "seed": 24336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_14/index_9643_seed_24336_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08413616640027613, + "vlm_logprob": -0.08413616640027613, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.08413616640027613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04950284957885742 + ], + "opposite_logprob_tokens": [ + -4.174502849578857 + ], + "logprob_reward": -0.04950284957885742, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.04950284957885742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086951196193695, + 0.11909209936857224, + 0.2719114422798157, + 0.15225175023078918, + 0.039655718952417374, + 0.04174463450908661, + 0.04020857438445091, + 0.03727458417415619, + 0.05156445503234863, + 0.13760167360305786 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.04950284957885742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015410225605592132 + ], + "opposite_logprob_tokens": [ + -6.5015411376953125 + ], + "logprob_reward": -0.0015410225605592132, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015410225605592132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21386834979057312, + 0.13984812796115875, + 0.14151406288146973, + 0.07978034764528275, + 0.04882366210222244, + 0.040861826390028, + 0.044050123542547226, + 0.03987780585885048, + 0.1275348961353302, + 0.1238408014178276 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0015410225605592132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206582680344582 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206582680344582, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206582680344582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35532712936401367, + 0.11488080024719238, + 0.08767174929380417, + 0.07818934321403503, + 0.0434001125395298, + 0.019647471606731415, + 0.018013637512922287, + 0.021481957286596298, + 0.20883230865001678, + 0.05255543068051338 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014206582680344582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743175443261862 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743175443261862, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743175443261862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28528520464897156, + 0.1583910882472992, + 0.03356846049427986, + 0.14490577578544617, + 0.04437108337879181, + 0.06707323342561722, + 0.047356054186820984, + 0.029436863958835602, + 0.13203024864196777, + 0.057581983506679535 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006743175443261862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a translucent icicle suspended from a weathered, dark wooden ledge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly spherical droplet of meltwater expand at the sharp tip of the icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet stretch from a sphere into a teardrop shape before the connecting thread breaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet fall from the bottom of the frame and temporarily dampen the tip of the icicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34868720173835754 + ], + "opposite_logprob_tokens": [ + -1.2236871719360352 + ], + "logprob_reward": -0.34868720173835754, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34868720173835754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05051952227950096, + 0.12232639640569687, + 0.031520403921604156, + 0.08838241547346115, + 0.06218170002102852, + 0.020291946828365326, + 0.04313119500875473, + 0.07326170802116394, + 0.4420658349990845, + 0.0663188174366951 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.34868720173835754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_tensor([4269, 4269])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_tensor([4269, 4269])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..552f6ec4a6a46e726cb1726b2b100f17909aa10c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_tensor([4269, 4269])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a level angle, the camera held still, completely directing the viewer's attention to a vibrant moment of nature. A small sparrow perched securely on a rough, mossy apple branch. Its fluffy feathers took on a rich gradation in the light, gradating from a deep brown at the top to a pale grayish-white at the belly. Its small, obsidian-bright eyes fixed intently on the object before them: a large, plump, red apple, its skin smooth as wax, an alluring crimson with hints of yellow-green. Warm afternoon sunlight filtered through the lush green leaves overhead, casting vibrant, fragmented light spots on the bird's back, the curved surface of the apple, and the mottled branches. The sparrow's movements are imbued with rhythm. Quickly and precisely, it lowers its head, its sharp beak firmly pecking at the apple. Each peck lifts up a tiny bit of glistening flesh, revealing the juicy, glistening white flesh at the tiny opening. The entire scene is enveloped in a tranquil and focused atmosphere, dominated by warm golden sunlight, vibrant red, and vibrant green, creating a vibrant, serene, and beautiful pastoral scene.", + "seed": 6991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_4269_seed_6991_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05505768265575171, + "vlm_logprob": -0.05505768265575171, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05505768265575171, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02546709217131138 + ], + "opposite_logprob_tokens": [ + -3.7754671573638916 + ], + "logprob_reward": -0.02546709217131138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02546709217131138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11599443852901459, + 0.10334201157093048, + 0.07140163332223892, + 0.1255122721195221, + 0.10840979218482971, + 0.03884357959032059, + 0.13706867396831512, + 0.03893248736858368, + 0.18078415095806122, + 0.07971099764108658 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.02546709217131138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018217036500573158 + ], + "opposite_logprob_tokens": [ + -4.018217086791992 + ], + "logprob_reward": -0.018217036500573158, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018217036500573158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11860467493534088, + 0.10870372503995895, + 0.059140145778656006, + 0.08191513270139694, + 0.09239836782217026, + 0.033001404255628586, + 0.07796936482191086, + 0.08292530477046967, + 0.24153566360473633, + 0.1038062795996666 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.018217036500573158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738794036209583 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738794036209583, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738794036209583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13447774946689606, + 0.1293913871049881, + 0.04976404830813408, + 0.06232122331857681, + 0.06467073410749435, + 0.07362963259220123, + 0.11521409451961517, + 0.11600606888532639, + 0.2112811803817749, + 0.043243903666734695 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006738794036209583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157578587532043 + ], + "opposite_logprob_tokens": [ + -1.701575756072998 + ], + "logprob_reward": -0.20157578587532043, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157578587532043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09116598963737488, + 0.06581421196460724, + 0.043702222406864166, + 0.12237357348203659, + 0.06918662786483765, + 0.06471031159162521, + 0.11917518824338913, + 0.15067322552204132, + 0.24408364295959473, + 0.029114997014403343 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.20157578587532043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328970469534397 + ], + "opposite_logprob_tokens": [ + -3.773289680480957 + ], + "logprob_reward": -0.02328970469534397, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328970469534397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09918259084224701, + 0.0908016711473465, + 0.04088979586958885, + 0.049650050699710846, + 0.2296147346496582, + 0.04281530901789665, + 0.18626593053340912, + 0.10974126309156418, + 0.09913422912359238, + 0.051904428750276566 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.02328970469534397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, completely directing the viewer's attention to a vibrant moment of nature. A small sparrow perched securely on a rough, mossy apple branch. Its fluffy feathers took on a rich gradation in the light, gradating from a deep brown at the top to a pale grayish-white at the belly. Its small, obsidian-bright eyes fixed intently on the object before them: a large, plump, red apple, its skin smooth as wax, an alluring crimson with hints of yellow-green. Warm afternoon sunlight filtered through the lush green leaves overhead, casting vibrant, fragmented light spots on the bird's back, the curved surface of the apple, and the mottled branches. The sparrow's movements are imbued with rhythm. Quickly and precisely, it lowers its head, its sharp beak firmly pecking at the apple. Each peck lifts up a tiny bit of glistening flesh, revealing the juicy, glistening white flesh at the tiny opening. The entire scene is enveloped in a tranquil and focused atmosphere, dominated by warm golden sunlight, vibrant red, and vibrant green, creating a vibrant, serene, and beautiful pastoral scene.", + "seed": 6992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_4269_seed_6992_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22833741940557956, + "vlm_logprob": -0.22833741940557956, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.22833741940557956, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11368007957935333 + ], + "opposite_logprob_tokens": [ + -2.238680124282837 + ], + "logprob_reward": -0.11368007957935333, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11368007957935333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34240809082984924, + 0.06417609006166458, + 0.04879706725478172, + 0.06458546221256256, + 0.020928025245666504, + 0.05195590853691101, + 0.045261770486831665, + 0.22033341228961945, + 0.0784943625330925, + 0.06305975466966629 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.11368007957935333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314161226153374 + ], + "opposite_logprob_tokens": [ + -3.7733142375946045 + ], + "logprob_reward": -0.023314161226153374, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314161226153374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26360172033309937, + 0.12881651520729065, + 0.03812827914953232, + 0.048768602311611176, + 0.024789959192276, + 0.04842187091708183, + 0.05750289559364319, + 0.2821212708950043, + 0.04049785062670708, + 0.06735110282897949 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.023314161226153374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20759059488773346, + 0.1832706481218338, + 0.05468977242708206, + 0.09036245197057724, + 0.07024860382080078, + 0.037194009870290756, + 0.06589248031377792, + 0.07802223414182663, + 0.08528933674097061, + 0.12743985652923584 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743209481239319 + ], + "opposite_logprob_tokens": [ + -0.4743209481239319 + ], + "logprob_reward": -0.9743209481239319, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743209481239319, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09831318259239197, + 0.047489751130342484, + 0.033966127783060074, + 0.04103152081370354, + 0.05012785270810127, + 0.08324877917766571, + 0.04819095507264137, + 0.44547998905181885, + 0.0827975943684578, + 0.06935422122478485 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.9743209481239319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14096753299236298, + 0.14613208174705505, + 0.03998548910021782, + 0.06219573691487312, + 0.04341697692871094, + 0.04736368730664253, + 0.13273869454860687, + 0.24255169928073883, + 0.061609189957380295, + 0.08303897082805634 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.02058872953057289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, completely directing the viewer's attention to a vibrant moment of nature. A small sparrow perched securely on a rough, mossy apple branch. Its fluffy feathers took on a rich gradation in the light, gradating from a deep brown at the top to a pale grayish-white at the belly. Its small, obsidian-bright eyes fixed intently on the object before them: a large, plump, red apple, its skin smooth as wax, an alluring crimson with hints of yellow-green. Warm afternoon sunlight filtered through the lush green leaves overhead, casting vibrant, fragmented light spots on the bird's back, the curved surface of the apple, and the mottled branches. The sparrow's movements are imbued with rhythm. Quickly and precisely, it lowers its head, its sharp beak firmly pecking at the apple. Each peck lifts up a tiny bit of glistening flesh, revealing the juicy, glistening white flesh at the tiny opening. The entire scene is enveloped in a tranquil and focused atmosphere, dominated by warm golden sunlight, vibrant red, and vibrant green, creating a vibrant, serene, and beautiful pastoral scene.", + "seed": 6993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_4269_seed_6993_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11674780175089836, + "vlm_logprob": -0.11674780175089836, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11674780175089836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3163810670375824 + ], + "opposite_logprob_tokens": [ + -1.3163810968399048 + ], + "logprob_reward": -0.3163810670375824, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3163810670375824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2833039462566376, + 0.23131592571735382, + 0.04307033121585846, + 0.04510742798447609, + 0.11099918931722641, + 0.08022472262382507, + 0.05186369642615318, + 0.05316289886832237, + 0.08332132548093796, + 0.01763058640062809 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.3163810670375824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023328136652708054 + ], + "opposite_logprob_tokens": [ + -3.7733280658721924 + ], + "logprob_reward": -0.023328136652708054, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023328136652708054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23693782091140747, + 0.3713209629058838, + 0.04405742883682251, + 0.044714342802762985, + 0.08029179275035858, + 0.06067446619272232, + 0.029272520914673805, + 0.04425716772675514, + 0.06092144548892975, + 0.027552111074328423 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023328136652708054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642767556011677 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642767556011677, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642767556011677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16498301923274994, + 0.16442491114139557, + 0.09721757471561432, + 0.10300209373235703, + 0.06831744313240051, + 0.10088305175304413, + 0.04670882597565651, + 0.09829335659742355, + 0.11123354732990265, + 0.04493618384003639 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008642767556011677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225603386759758 + ], + "opposite_logprob_tokens": [ + -1.6006033420562744 + ], + "logprob_reward": -0.225603386759758, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225603386759758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20471125841140747, + 0.20468778908252716, + 0.07149380445480347, + 0.0804571807384491, + 0.11987350136041641, + 0.0403025783598423, + 0.0351635105907917, + 0.08353660255670547, + 0.09448807686567307, + 0.06528565287590027 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.225603386759758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783650748431683 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783650748431683, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783650748431683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2639653980731964, + 0.08193103224039078, + 0.06653809547424316, + 0.05011459067463875, + 0.18126805126667023, + 0.0889456495642662, + 0.0558818094432354, + 0.04439733177423477, + 0.09401199966669083, + 0.07294604182243347 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.009783650748431683 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, completely directing the viewer's attention to a vibrant moment of nature. A small sparrow perched securely on a rough, mossy apple branch. Its fluffy feathers took on a rich gradation in the light, gradating from a deep brown at the top to a pale grayish-white at the belly. Its small, obsidian-bright eyes fixed intently on the object before them: a large, plump, red apple, its skin smooth as wax, an alluring crimson with hints of yellow-green. Warm afternoon sunlight filtered through the lush green leaves overhead, casting vibrant, fragmented light spots on the bird's back, the curved surface of the apple, and the mottled branches. The sparrow's movements are imbued with rhythm. Quickly and precisely, it lowers its head, its sharp beak firmly pecking at the apple. Each peck lifts up a tiny bit of glistening flesh, revealing the juicy, glistening white flesh at the tiny opening. The entire scene is enveloped in a tranquil and focused atmosphere, dominated by warm golden sunlight, vibrant red, and vibrant green, creating a vibrant, serene, and beautiful pastoral scene.", + "seed": 6994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_15/index_4269_seed_6994_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5551980517804622, + "vlm_logprob": -0.5551980517804622, + "vlm_yes_no_margin": 1.474999988079071, + "vlm_token_credit": -0.5551980517804622, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.128164291381836 + ], + "opposite_logprob_tokens": [ + -0.1281641721725464 + ], + "logprob_reward": -2.128164291381836, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.128164291381836, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3843350410461426, + 0.0810803547501564, + 0.04814242944121361, + 0.13443364202976227, + 0.06576456874608994, + 0.08737030625343323, + 0.038430605083703995, + 0.03808584436774254, + 0.05299889296293259, + 0.06935836374759674 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -2.128164291381836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2018676996231079 + ], + "opposite_logprob_tokens": [ + -1.701867699623108 + ], + "logprob_reward": -0.2018676996231079, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2018676996231079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20319907367229462, + 0.20266874134540558, + 0.048128966242074966, + 0.058062583208084106, + 0.09666848182678223, + 0.08020151406526566, + 0.09930195659399033, + 0.07192140072584152, + 0.0783352479338646, + 0.061512015759944916 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2018676996231079 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061418816447258 + ], + "opposite_logprob_tokens": [ + -3.8956141471862793 + ], + "logprob_reward": -0.02061418816447258, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061418816447258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36311104893684387, + 0.10615106672048569, + 0.033757284283638, + 0.15064097940921783, + 0.10749296844005585, + 0.07611463218927383, + 0.040217943489551544, + 0.034656982868909836, + 0.05207701399922371, + 0.035780105739831924 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.02061418816447258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3872097134590149 + ], + "opposite_logprob_tokens": [ + -1.1372096538543701 + ], + "logprob_reward": -0.3872097134590149, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3872097134590149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25694453716278076, + 0.07488510757684708, + 0.07452628016471863, + 0.11678171902894974, + 0.06150775030255318, + 0.09710057824850082, + 0.05780778452754021, + 0.06760558485984802, + 0.05807299539446831, + 0.13476765155792236 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.3872097134590149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a small sparrow perched on a rough, mossy apple branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sparrow have fluffy feathers that gradate from deep brown on top to pale grayish-white on the belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a large, plump red apple with smooth, wax-like skin and hints of yellow-green visible in front of the sparrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sparrow quickly and precisely lower its head to peck at the apple, revealing glistening white flesh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle, with warm afternoon sunlight filtering through green leaves to cast fragmented light spots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038134366273880005 + ], + "opposite_logprob_tokens": [ + -3.2881343364715576 + ], + "logprob_reward": -0.038134366273880005, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038134366273880005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38013267517089844, + 0.07940885424613953, + 0.0841105729341507, + 0.07533156871795654, + 0.05408444255590439, + 0.07606532424688339, + 0.03391692042350769, + 0.03028714843094349, + 0.06633999943733215, + 0.12032242119312286 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.038134366273880005 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_tensor([5961, 5961])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_tensor([5961, 5961])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d4a8736b4a994f42d8ddc3152ebba5cf518d83d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_tensor([5961, 5961])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a slow, deliberate left-to-right pan, initiated by a brilliant, anamorphic lens flare that washes the frame in streaks of warm gold and ethereal blue light. As the flash gracefully sweeps across the lens, it reveals a low-angle shot of a truly enormous python, calmly coiled around a sun-drenched, mossy boulder in a humid jungle clearing. The snake's massive body is wound into a tight, intricate spiral, its scales a captivating iridescent mosaic of olive green and rich earthy brown, forming an intricate diamond pattern that shimmers in the intense sunlight. Each individual scale is so distinct that its texture and the way it catches the light are visible. The creature is in a state of deep rest; its head is tucked into its coil, the only perceptible movement being the slow, rhythmic expansion and contraction of its powerful abdomen as it breathes. The environment is lush and vibrant, with golden afternoon sunlight penetrating the dense jungle canopy above, dotting the forest floor and the snake's shimmering back with spots. The background is a soft-focus tapestry of deep green ferns, hanging vines, and the dark, fertile soil of the jungle. The overall atmosphere is one of profound tranquility and majestic power, capturing a quiet, awe-inspiring moment of nature in the warm, hazy glow of the sun.", + "seed": 31248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_5961_seed_31248_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07662564474157989, + "vlm_logprob": -0.07662564474157989, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07662564474157989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1291147917509079 + ], + "opposite_logprob_tokens": [ + -2.129114866256714 + ], + "logprob_reward": -0.1291147917509079, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1291147917509079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3250631093978882, + 0.06201466917991638, + 0.04284347593784332, + 0.2118833363056183, + 0.05951979383826256, + 0.07518499344587326, + 0.06497642397880554, + 0.06793567538261414, + 0.028260787948966026, + 0.06231775879859924 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.1291147917509079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20163260400295258 + ], + "opposite_logprob_tokens": [ + -1.7016326189041138 + ], + "logprob_reward": -0.20163260400295258, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20163260400295258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35200780630111694, + 0.09734313935041428, + 0.06284300982952118, + 0.05912741273641586, + 0.07382462173700333, + 0.08578904718160629, + 0.04551924392580986, + 0.04953198879957199, + 0.10323568433523178, + 0.0707779973745346 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.20163260400295258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031973214354366064 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031973214354366064, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031973214354366064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15109670162200928, + 0.06312556564807892, + 0.09082130342721939, + 0.23658354580402374, + 0.03585300222039223, + 0.034872766584157944, + 0.09675543010234833, + 0.1337650716304779, + 0.025548618286848068, + 0.1315780133008957 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0031973214354366064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16111092269420624, + 0.05173802375793457, + 0.06346717476844788, + 0.06825894117355347, + 0.04035428911447525, + 0.13440176844596863, + 0.14390459656715393, + 0.20853859186172485, + 0.07279963046312332, + 0.055426083505153656 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038100630044937134 + ], + "opposite_logprob_tokens": [ + -3.2881007194519043 + ], + "logprob_reward": -0.038100630044937134, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038100630044937134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14555062353610992, + 0.07528798282146454, + 0.05513454228639603, + 0.13566599786281586, + 0.07973086088895798, + 0.12373750656843185, + 0.10405734181404114, + 0.14328205585479736, + 0.038756970316171646, + 0.09879609942436218 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.038100630044937134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, deliberate left-to-right pan, initiated by a brilliant, anamorphic lens flare that washes the frame in streaks of warm gold and ethereal blue light. As the flash gracefully sweeps across the lens, it reveals a low-angle shot of a truly enormous python, calmly coiled around a sun-drenched, mossy boulder in a humid jungle clearing. The snake's massive body is wound into a tight, intricate spiral, its scales a captivating iridescent mosaic of olive green and rich earthy brown, forming an intricate diamond pattern that shimmers in the intense sunlight. Each individual scale is so distinct that its texture and the way it catches the light are visible. The creature is in a state of deep rest; its head is tucked into its coil, the only perceptible movement being the slow, rhythmic expansion and contraction of its powerful abdomen as it breathes. The environment is lush and vibrant, with golden afternoon sunlight penetrating the dense jungle canopy above, dotting the forest floor and the snake's shimmering back with spots. The background is a soft-focus tapestry of deep green ferns, hanging vines, and the dark, fertile soil of the jungle. The overall atmosphere is one of profound tranquility and majestic power, capturing a quiet, awe-inspiring moment of nature in the warm, hazy glow of the sun.", + "seed": 31249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_5961_seed_31249_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03146627992391586, + "vlm_logprob": -0.03146627992391586, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.03146627992391586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04438250511884689 + ], + "opposite_logprob_tokens": [ + -3.1693825721740723 + ], + "logprob_reward": -0.04438250511884689, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04438250511884689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1421888917684555, + 0.061084337532520294, + 0.048613231629133224, + 0.05930708348751068, + 0.11920920014381409, + 0.11229772865772247, + 0.07341080158948898, + 0.2375848889350891, + 0.09448344260454178, + 0.05182036757469177 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.04438250511884689 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220549449324608 + ], + "opposite_logprob_tokens": [ + -4.0182204246521 + ], + "logprob_reward": -0.018220549449324608, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018220549449324608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23710530996322632, + 0.0702604427933693, + 0.03730972856283188, + 0.045471519231796265, + 0.04213317856192589, + 0.06218496337532997, + 0.0563916377723217, + 0.3016897439956665, + 0.11934234201908112, + 0.028111159801483154 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.018220549449324608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10134141892194748, + 0.050790075212717056, + 0.024179719388484955, + 0.02722194418311119, + 0.046348851174116135, + 0.05597857013344765, + 0.05040493234992027, + 0.4070703089237213, + 0.2127067595720291, + 0.023957379162311554 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.00863969512283802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14764975011348724, + 0.046426475048065186, + 0.03240937739610672, + 0.013440851122140884, + 0.027914918959140778, + 0.011477495543658733, + 0.031991131603717804, + 0.2895590662956238, + 0.3695797622203827, + 0.029551222920417786 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001347839832306 + ], + "opposite_logprob_tokens": [ + -2.6950135231018066 + ], + "logprob_reward": -0.07001347839832306, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001347839832306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07871055603027344, + 0.022616228088736534, + 0.02419094741344452, + 0.01862320490181446, + 0.021400218829512596, + 0.030414534732699394, + 0.023272598162293434, + 0.39351338148117065, + 0.281873881816864, + 0.1053844541311264 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.07001347839832306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, deliberate left-to-right pan, initiated by a brilliant, anamorphic lens flare that washes the frame in streaks of warm gold and ethereal blue light. As the flash gracefully sweeps across the lens, it reveals a low-angle shot of a truly enormous python, calmly coiled around a sun-drenched, mossy boulder in a humid jungle clearing. The snake's massive body is wound into a tight, intricate spiral, its scales a captivating iridescent mosaic of olive green and rich earthy brown, forming an intricate diamond pattern that shimmers in the intense sunlight. Each individual scale is so distinct that its texture and the way it catches the light are visible. The creature is in a state of deep rest; its head is tucked into its coil, the only perceptible movement being the slow, rhythmic expansion and contraction of its powerful abdomen as it breathes. The environment is lush and vibrant, with golden afternoon sunlight penetrating the dense jungle canopy above, dotting the forest floor and the snake's shimmering back with spots. The background is a soft-focus tapestry of deep green ferns, hanging vines, and the dark, fertile soil of the jungle. The overall atmosphere is one of profound tranquility and majestic power, capturing a quiet, awe-inspiring moment of nature in the warm, hazy glow of the sun.", + "seed": 31250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_5961_seed_31250_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03645625449717045, + "vlm_logprob": -0.03645625449717045, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03645625449717045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09178026020526886 + ], + "opposite_logprob_tokens": [ + -2.466780185699463 + ], + "logprob_reward": -0.09178026020526886, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09178026020526886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6116499900817871, + 0.04171724617481232, + 0.15082848072052002, + 0.035305287688970566, + 0.05898892879486084, + 0.018310818821191788, + 0.02578669600188732, + 0.01715759001672268, + 0.0260679442435503, + 0.0141869792714715 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.09178026020526886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023334892466664314 + ], + "opposite_logprob_tokens": [ + -3.7733349800109863 + ], + "logprob_reward": -0.023334892466664314, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023334892466664314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3259170949459076, + 0.38871023058891296, + 0.07930583506822586, + 0.022657647728919983, + 0.07948547601699829, + 0.02487003616988659, + 0.04296669736504555, + 0.011002450250089169, + 0.013287864625453949, + 0.011796739883720875 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023334892466664314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951540544629097 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951540544629097, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951540544629097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3791630268096924, + 0.15723326802253723, + 0.08747173845767975, + 0.0644545927643776, + 0.11942457407712936, + 0.028010595589876175, + 0.05567840114235878, + 0.02744797244668007, + 0.05472686141729355, + 0.02638893574476242 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005951540544629097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549126520752907 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012549126520752907, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549126520752907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32600969076156616, + 0.09268882870674133, + 0.16738168895244598, + 0.06591001152992249, + 0.14433881640434265, + 0.042310625314712524, + 0.061705581843853, + 0.038028083741664886, + 0.035474423319101334, + 0.02615220658481121 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.012549126520752907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665452748537064 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.048665452748537064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665452748537064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22806784510612488, + 0.17386741936206818, + 0.14625510573387146, + 0.047940999269485474, + 0.2332092970609665, + 0.03518131002783775, + 0.033070266246795654, + 0.03878707066178322, + 0.030115293338894844, + 0.03350535035133362 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.048665452748537064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, deliberate left-to-right pan, initiated by a brilliant, anamorphic lens flare that washes the frame in streaks of warm gold and ethereal blue light. As the flash gracefully sweeps across the lens, it reveals a low-angle shot of a truly enormous python, calmly coiled around a sun-drenched, mossy boulder in a humid jungle clearing. The snake's massive body is wound into a tight, intricate spiral, its scales a captivating iridescent mosaic of olive green and rich earthy brown, forming an intricate diamond pattern that shimmers in the intense sunlight. Each individual scale is so distinct that its texture and the way it catches the light are visible. The creature is in a state of deep rest; its head is tucked into its coil, the only perceptible movement being the slow, rhythmic expansion and contraction of its powerful abdomen as it breathes. The environment is lush and vibrant, with golden afternoon sunlight penetrating the dense jungle canopy above, dotting the forest floor and the snake's shimmering back with spots. The background is a soft-focus tapestry of deep green ferns, hanging vines, and the dark, fertile soil of the jungle. The overall atmosphere is one of profound tranquility and majestic power, capturing a quiet, awe-inspiring moment of nature in the warm, hazy glow of the sun.", + "seed": 31251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_2/index_5961_seed_31251_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03738263370469212, + "vlm_logprob": -0.03738263370469212, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03738263370469212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08065866678953171 + ], + "opposite_logprob_tokens": [ + -2.5806586742401123 + ], + "logprob_reward": -0.08065866678953171, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08065866678953171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11835411936044693, + 0.23714126646518707, + 0.021029658615589142, + 0.1813245415687561, + 0.07001244276762009, + 0.0632133036851883, + 0.133940652012825, + 0.13620060682296753, + 0.022040342912077904, + 0.01674305833876133 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.08065866678953171 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026392986997961998 + ], + "opposite_logprob_tokens": [ + -3.651392936706543 + ], + "logprob_reward": -0.026392986997961998, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026392986997961998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31139901280403137, + 0.12480632960796356, + 0.12914936244487762, + 0.0615379698574543, + 0.09412452578544617, + 0.10779616981744766, + 0.05340515822172165, + 0.032602958381175995, + 0.01563190668821335, + 0.069546639919281 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026392986997961998 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12899504601955414, + 0.0707421749830246, + 0.054144781082868576, + 0.09505661576986313, + 0.29641419649124146, + 0.07227502763271332, + 0.07636809349060059, + 0.030481237918138504, + 0.10379046946763992, + 0.0717322900891304 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254983339458704 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.01254983339458704, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254983339458704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06865538656711578, + 0.18830499053001404, + 0.03455880284309387, + 0.1826486736536026, + 0.09437570720911026, + 0.16460944712162018, + 0.020290307700634003, + 0.03113665245473385, + 0.0751224011182785, + 0.14029765129089355 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.01254983339458704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a slow, deliberate left-to-right pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by an anamorphic lens flare with streaks of warm gold and ethereal blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low-angle shot of an enormous python coiled around a sun-drenched, mossy boulder visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the python's scales display an iridescent mosaic of olive green and rich earthy brown in a diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snake's head tucked into its coil with only the slow expansion and contraction of its abdomen visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205444782972336 + ], + "opposite_logprob_tokens": [ + -2.812054395675659 + ], + "logprob_reward": -0.06205444782972336, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205444782972336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07432869076728821, + 0.09941179305315018, + 0.036159250885248184, + 0.12915264070034027, + 0.22930988669395447, + 0.08835474401712418, + 0.06375790387392044, + 0.0347231961786747, + 0.2042241096496582, + 0.040577784180641174 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.06205444782972336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_tensor([8288, 8288])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_tensor([8288, 8288])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..febb0ef849db37ebc6beac6969c2cec2ee5f1063 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_tensor([8288, 8288])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a dizzying, dynamic tracking Dutch angle shot, a young character in period costume gallops across an endless expanse of golden sand dunes. Her long, dark brown hair flutters violently in the wind, and she wears a faded blue-green coarse coat. Her hands grip the reins tightly, her face a mixture of determination and a hint of barely concealed panic, her eyes occasionally glancing behind her. Her chestnut horse's hooves fly, its muscles bulging, and each powerful kick sends a cloud of fine, mist-like sand swirling in its wake. Behind them, an unimaginably massive sand castle slowly shifts in a manner that defies the laws of physics. Its fantastical spires and spiral staircases, constructed of shifting sand, cast a vast, ever-shifting shadow across the sloping horizon, as if pursued by a living, breathing beast. The whole world is bathed in the warm golden sunlight of the afternoon, presenting the iconic texture of Ghibli animation - the colors are saturated and soft, the sky is a hand-painted washed blue, dotted with a few fluffy white clouds, and the air is filled with a warm and magical atmosphere, rendering this tense escape into a magnificent picture full of movement and fairy tale colors.", + "seed": 18644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_8288_seed_18644_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1698698526713997, + "vlm_logprob": -0.1698698526713997, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.1698698526713997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14571931958198547 + ], + "opposite_logprob_tokens": [ + -2.020719289779663 + ], + "logprob_reward": -0.14571931958198547, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14571931958198547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061438657343387604, + 0.3263872265815735, + 0.11280374974012375, + 0.05430566146969795, + 0.032651618123054504, + 0.04651571437716484, + 0.019667355343699455, + 0.21163028478622437, + 0.09567032009363174, + 0.03892951086163521 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.14571931958198547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328015327453613 + ], + "opposite_logprob_tokens": [ + -0.7578015327453613 + ], + "logprob_reward": -0.6328015327453613, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328015327453613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08565563708543777, + 0.08178192377090454, + 0.09633849561214447, + 0.22294534742832184, + 0.07518009096384048, + 0.0709078460931778, + 0.042420823127031326, + 0.15730522572994232, + 0.0547923818230629, + 0.1126723438501358 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.6328015327453613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062059152871370316 + ], + "opposite_logprob_tokens": [ + -2.812059164047241 + ], + "logprob_reward": -0.062059152871370316, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062059152871370316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09844604134559631, + 0.12636876106262207, + 0.23028311133384705, + 0.23998475074768066, + 0.038946978747844696, + 0.02523844875395298, + 0.0668763741850853, + 0.06212044879794121, + 0.038534343242645264, + 0.07320079952478409 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.062059152871370316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08897614479064941, + 0.07792413979768753, + 0.2293950319290161, + 0.2006731778383255, + 0.07812772691249847, + 0.028550533577799797, + 0.02628343738615513, + 0.08032099902629852, + 0.16023163497447968, + 0.029517222195863724 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.002820087829604745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949170328676701 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949170328676701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949170328676701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05027426779270172, + 0.0694306343793869, + 0.1562434583902359, + 0.027735108509659767, + 0.011581581085920334, + 0.02194070629775524, + 0.022969014942646027, + 0.025156060233712196, + 0.6037567257881165, + 0.010912468656897545 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.005949170328676701 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dizzying, dynamic tracking Dutch angle shot, a young character in period costume gallops across an endless expanse of golden sand dunes. Her long, dark brown hair flutters violently in the wind, and she wears a faded blue-green coarse coat. Her hands grip the reins tightly, her face a mixture of determination and a hint of barely concealed panic, her eyes occasionally glancing behind her. Her chestnut horse's hooves fly, its muscles bulging, and each powerful kick sends a cloud of fine, mist-like sand swirling in its wake. Behind them, an unimaginably massive sand castle slowly shifts in a manner that defies the laws of physics. Its fantastical spires and spiral staircases, constructed of shifting sand, cast a vast, ever-shifting shadow across the sloping horizon, as if pursued by a living, breathing beast. The whole world is bathed in the warm golden sunlight of the afternoon, presenting the iconic texture of Ghibli animation - the colors are saturated and soft, the sky is a hand-painted washed blue, dotted with a few fluffy white clouds, and the air is filled with a warm and magical atmosphere, rendering this tense escape into a magnificent picture full of movement and fairy tale colors.", + "seed": 18645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_8288_seed_18645_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06571476571261883, + "vlm_logprob": -0.06571476571261883, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.06571476571261883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12911269068717957 + ], + "opposite_logprob_tokens": [ + -2.129112720489502 + ], + "logprob_reward": -0.12911269068717957, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12911269068717957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29926371574401855, + 0.29669052362442017, + 0.0491967499256134, + 0.02442108280956745, + 0.0217573381960392, + 0.03923625499010086, + 0.012872803024947643, + 0.05637510120868683, + 0.1487228125333786, + 0.05146361142396927 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.12911269068717957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603795737028122 + ], + "opposite_logprob_tokens": [ + -1.9103795289993286 + ], + "logprob_reward": -0.1603795737028122, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603795737028122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2561381757259369, + 0.06853843480348587, + 0.08020030707120895, + 0.05413893982768059, + 0.04364366829395294, + 0.08355098217725754, + 0.03316069766879082, + 0.03167714551091194, + 0.1484955996274948, + 0.20045602321624756 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.1603795737028122 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980538085103035 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.02980538085103035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980538085103035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08890353888273239, + 0.5565884113311768, + 0.04010046645998955, + 0.025196105241775513, + 0.026964643970131874, + 0.025209099054336548, + 0.09160620719194412, + 0.019113998860120773, + 0.054134175181388855, + 0.07218338549137115 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.02980538085103035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637320525944233 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637320525944233, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637320525944233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18257784843444824, + 0.24684220552444458, + 0.166764035820961, + 0.03743970766663551, + 0.07137539982795715, + 0.047441910952329636, + 0.0451105572283268, + 0.030857475474476814, + 0.044096097350120544, + 0.12749481201171875 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004637320525944233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5581547021865845, + 0.0798284113407135, + 0.0468679741024971, + 0.02698250114917755, + 0.030813438817858696, + 0.031639374792575836, + 0.016372354701161385, + 0.056923139840364456, + 0.07365188747644424, + 0.07876612991094589 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004638862796127796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dizzying, dynamic tracking Dutch angle shot, a young character in period costume gallops across an endless expanse of golden sand dunes. Her long, dark brown hair flutters violently in the wind, and she wears a faded blue-green coarse coat. Her hands grip the reins tightly, her face a mixture of determination and a hint of barely concealed panic, her eyes occasionally glancing behind her. Her chestnut horse's hooves fly, its muscles bulging, and each powerful kick sends a cloud of fine, mist-like sand swirling in its wake. Behind them, an unimaginably massive sand castle slowly shifts in a manner that defies the laws of physics. Its fantastical spires and spiral staircases, constructed of shifting sand, cast a vast, ever-shifting shadow across the sloping horizon, as if pursued by a living, breathing beast. The whole world is bathed in the warm golden sunlight of the afternoon, presenting the iconic texture of Ghibli animation - the colors are saturated and soft, the sky is a hand-painted washed blue, dotted with a few fluffy white clouds, and the air is filled with a warm and magical atmosphere, rendering this tense escape into a magnificent picture full of movement and fairy tale colors.", + "seed": 18646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_8288_seed_18646_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08612087601795793, + "vlm_logprob": -0.08612087601795793, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.08612087601795793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28402143716812134 + ], + "opposite_logprob_tokens": [ + -1.4090213775634766 + ], + "logprob_reward": -0.28402143716812134, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28402143716812134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.249309241771698, + 0.22834080457687378, + 0.0633535087108612, + 0.17596960067749023, + 0.05129536613821983, + 0.052885349839925766, + 0.02712690457701683, + 0.04782554879784584, + 0.05352356657385826, + 0.05037007853388786 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.28402143716812134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706327438354492 + ], + "opposite_logprob_tokens": [ + -2.127063274383545 + ], + "logprob_reward": -0.12706327438354492, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706327438354492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11656039208173752, + 0.22435620427131653, + 0.04873036593198776, + 0.051654234528541565, + 0.03754781559109688, + 0.037208814173936844, + 0.04824057221412659, + 0.24507591128349304, + 0.15439030528068542, + 0.03623535856604576 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.12706327438354492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077099479734898 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011077099479734898, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077099479734898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27028921246528625, + 0.16222552955150604, + 0.1333373486995697, + 0.08256027102470398, + 0.04949180409312248, + 0.09717586636543274, + 0.022526303306221962, + 0.09030032902956009, + 0.05248112604022026, + 0.03961218520998955 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011077099479734898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047820184379816055, + 0.6578955054283142, + 0.03705722838640213, + 0.03268344700336456, + 0.039742205291986465, + 0.06331875175237656, + 0.05400657281279564, + 0.02147945575416088, + 0.023451218381524086, + 0.02254541404545307 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.005249644163995981 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031929248943924904 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031929248943924904, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031929248943924904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24187982082366943, + 0.4155922532081604, + 0.05440304055809975, + 0.0487205907702446, + 0.04557203873991966, + 0.01567869819700718, + 0.02651318348944187, + 0.04221072420477867, + 0.0629589632153511, + 0.046470627188682556 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0031929248943924904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dizzying, dynamic tracking Dutch angle shot, a young character in period costume gallops across an endless expanse of golden sand dunes. Her long, dark brown hair flutters violently in the wind, and she wears a faded blue-green coarse coat. Her hands grip the reins tightly, her face a mixture of determination and a hint of barely concealed panic, her eyes occasionally glancing behind her. Her chestnut horse's hooves fly, its muscles bulging, and each powerful kick sends a cloud of fine, mist-like sand swirling in its wake. Behind them, an unimaginably massive sand castle slowly shifts in a manner that defies the laws of physics. Its fantastical spires and spiral staircases, constructed of shifting sand, cast a vast, ever-shifting shadow across the sloping horizon, as if pursued by a living, breathing beast. The whole world is bathed in the warm golden sunlight of the afternoon, presenting the iconic texture of Ghibli animation - the colors are saturated and soft, the sky is a hand-painted washed blue, dotted with a few fluffy white clouds, and the air is filled with a warm and magical atmosphere, rendering this tense escape into a magnificent picture full of movement and fairy tale colors.", + "seed": 18647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_3/index_8288_seed_18647_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12152761789038777, + "vlm_logprob": -0.12152761789038777, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.12152761789038777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10142187774181366 + ], + "opposite_logprob_tokens": [ + -2.35142183303833 + ], + "logprob_reward": -0.10142187774181366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10142187774181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04174397513270378, + 0.035270605236291885, + 0.02854844555258751, + 0.02539447508752346, + 0.02819181978702545, + 0.025057047605514526, + 0.2802388370037079, + 0.08418773114681244, + 0.28198564052581787, + 0.16938139498233795 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.10142187774181366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47426700592041016 + ], + "opposite_logprob_tokens": [ + -0.9742670059204102 + ], + "logprob_reward": -0.47426700592041016, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47426700592041016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09676572680473328, + 0.07414168864488602, + 0.06045455485582352, + 0.0739281103014946, + 0.0492449626326561, + 0.05540967732667923, + 0.09576427191495895, + 0.08292965590953827, + 0.3035726249217987, + 0.10778873413801193 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.47426700592041016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580671727657318 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.020580671727657318, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580671727657318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1285821944475174, + 0.04976406320929527, + 0.07451516389846802, + 0.03231124207377434, + 0.05326637253165245, + 0.03483858332037926, + 0.04896678775548935, + 0.04832994192838669, + 0.32696661353111267, + 0.20245899260044098 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.020580671727657318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732163019478321 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006732163019478321, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732163019478321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20503680408000946, + 0.29344791173934937, + 0.06899908185005188, + 0.06255275756120682, + 0.024938995018601418, + 0.09789447486400604, + 0.0616416372358799, + 0.05026136711239815, + 0.03902534395456314, + 0.0962015688419342 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006732163019478321 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young character wearing a period costume riding a chestnut horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's long dark brown hair fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a faded blue-green coarse coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an endless expanse of golden sand dunes with a massive shifting sand castle in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a Ghibli animation style with saturated soft colors, a hand-painted washed blue sky, and fluffy white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046363710425794125 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.0046363710425794125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046363710425794125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2267051786184311, + 0.12345452606678009, + 0.06962088495492935, + 0.05266464501619339, + 0.04612784460186958, + 0.04060748592019081, + 0.07056874781847, + 0.07472176104784012, + 0.2139841467142105, + 0.08154477179050446 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0046363710425794125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_tensor([5021, 5021])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_tensor([5021, 5021])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd40e107b4cfad4eb86fa90095a123ab57749900 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_tensor([5021, 5021])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic long shot sweeps across a vast, sun-drenched meadow in a slow, graceful arc. At the center of this idyllic scene, a woman with long, flowing auburn hair twirls effortlessly. She wears a vibrant, long, earth-yellow dress crafted from delicate, lightweight chiffon that catches the breeze. As she steadily spins on the soles of her feet, her arms extended for balance, her head tilted back in blissful abandon, a serene smile on her face. The vibrant yellow fabric of her dress forms a perfect circle around her, creating a striking visual contrast with the lush green grass dotted with small wildflowers. The entire scene is bathed in the warm golden glow of the afternoon sun, which, as the camera pans, casts long, soft shadows and creates cinematic lens flares, backlighting her body and making the translucent material of her dress shimmer. The atmosphere is one of pure, unadulterated joy and liberated tranquility, capturing a fleeting, dreamlike moment of perfect freedom.", + "seed": 20809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_5021_seed_20809_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025797373161185532, + "vlm_logprob": -0.025797373161185532, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.025797373161185532, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00643656961619854 + ], + "opposite_logprob_tokens": [ + -5.256436347961426 + ], + "logprob_reward": -0.00643656961619854, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00643656961619854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08157419413328171, + 0.13026151061058044, + 0.024792078882455826, + 0.0662182867527008, + 0.06720509380102158, + 0.47058752179145813, + 0.04718050733208656, + 0.05214229226112366, + 0.023300055414438248, + 0.03673839569091797 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.00643656961619854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000504723924677819 + ], + "opposite_logprob_tokens": [ + -7.625504493713379 + ], + "logprob_reward": -0.000504723924677819, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.000504723924677819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1211593821644783, + 0.05507085472345352, + 0.1134222075343132, + 0.04742812737822533, + 0.31558966636657715, + 0.11476051807403564, + 0.0377434678375721, + 0.05740063637495041, + 0.07395266741514206, + 0.06347250938415527 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.000504723924677819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630132604390383 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630132604390383, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630132604390383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06006365269422531, + 0.2195124328136444, + 0.08792485296726227, + 0.10128722339868546, + 0.1688520312309265, + 0.12122169882059097, + 0.04364650696516037, + 0.07265638560056686, + 0.09396523982286453, + 0.030869949609041214 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.007630132604390383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290274560451508 + ], + "opposite_logprob_tokens": [ + -2.2379026412963867 + ], + "logprob_reward": -0.11290274560451508, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290274560451508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04769429937005043, + 0.1482025533914566, + 0.07225313037633896, + 0.04360102489590645, + 0.07720591872930527, + 0.36896416544914246, + 0.11909180879592896, + 0.02352452464401722, + 0.023657221347093582, + 0.07580532133579254 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.11290274560451508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015126940561458468 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015126940561458468, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015126940561458468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07502641528844833, + 0.20472455024719238, + 0.07033394277095795, + 0.08262007683515549, + 0.06396179646253586, + 0.20518705248832703, + 0.1831553876399994, + 0.05048365890979767, + 0.040505245327949524, + 0.024001827463507652 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.0015126940561458468 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic long shot sweeps across a vast, sun-drenched meadow in a slow, graceful arc. At the center of this idyllic scene, a woman with long, flowing auburn hair twirls effortlessly. She wears a vibrant, long, earth-yellow dress crafted from delicate, lightweight chiffon that catches the breeze. As she steadily spins on the soles of her feet, her arms extended for balance, her head tilted back in blissful abandon, a serene smile on her face. The vibrant yellow fabric of her dress forms a perfect circle around her, creating a striking visual contrast with the lush green grass dotted with small wildflowers. The entire scene is bathed in the warm golden glow of the afternoon sun, which, as the camera pans, casts long, soft shadows and creates cinematic lens flares, backlighting her body and making the translucent material of her dress shimmer. The atmosphere is one of pure, unadulterated joy and liberated tranquility, capturing a fleeting, dreamlike moment of perfect freedom.", + "seed": 20810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_5021_seed_20810_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02046996799763292, + "vlm_logprob": -0.02046996799763292, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.02046996799763292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03175617381930351 + ], + "opposite_logprob_tokens": [ + -3.5317561626434326 + ], + "logprob_reward": -0.03175617381930351, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03175617381930351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15491625666618347, + 0.41049879789352417, + 0.06841830909252167, + 0.02737041376531124, + 0.16050320863723755, + 0.0701952874660492, + 0.03407631441950798, + 0.04211314395070076, + 0.01569639891386032, + 0.01621188223361969 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.03175617381930351 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008250646642409265 + ], + "opposite_logprob_tokens": [ + -7.125824928283691 + ], + "logprob_reward": -0.0008250646642409265, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008250646642409265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14678362011909485, + 0.18968871235847473, + 0.049583595246076584, + 0.06520608812570572, + 0.2370779663324356, + 0.030758406966924667, + 0.04135039821267128, + 0.050203412771224976, + 0.07702889293432236, + 0.11231888085603714 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0008250646642409265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197180047631264 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197180047631264, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197180047631264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07990019768476486, + 0.11224567890167236, + 0.02183791622519493, + 0.027687031775712967, + 0.31330618262290955, + 0.028021370992064476, + 0.10310361534357071, + 0.07279781997203827, + 0.07804805785417557, + 0.16305215656757355 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.014197180047631264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493635684251785 + ], + "opposite_logprob_tokens": [ + -2.929936408996582 + ], + "logprob_reward": -0.05493635684251785, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493635684251785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09288939833641052, + 0.11958557367324829, + 0.019237864762544632, + 0.03574162349104881, + 0.528770923614502, + 0.03031330183148384, + 0.0624564066529274, + 0.06356636434793472, + 0.023601895198225975, + 0.02383664809167385 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.05493635684251785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006350646144710481 + ], + "opposite_logprob_tokens": [ + -7.375635147094727 + ], + "logprob_reward": -0.0006350646144710481, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006350646144710481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06928950548171997, + 0.23016273975372314, + 0.04150495305657387, + 0.02581438049674034, + 0.2058892697095871, + 0.08738308399915695, + 0.10928396135568619, + 0.15031205117702484, + 0.03863588720560074, + 0.041724156588315964 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.0006350646144710481 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic long shot sweeps across a vast, sun-drenched meadow in a slow, graceful arc. At the center of this idyllic scene, a woman with long, flowing auburn hair twirls effortlessly. She wears a vibrant, long, earth-yellow dress crafted from delicate, lightweight chiffon that catches the breeze. As she steadily spins on the soles of her feet, her arms extended for balance, her head tilted back in blissful abandon, a serene smile on her face. The vibrant yellow fabric of her dress forms a perfect circle around her, creating a striking visual contrast with the lush green grass dotted with small wildflowers. The entire scene is bathed in the warm golden glow of the afternoon sun, which, as the camera pans, casts long, soft shadows and creates cinematic lens flares, backlighting her body and making the translucent material of her dress shimmer. The atmosphere is one of pure, unadulterated joy and liberated tranquility, capturing a fleeting, dreamlike moment of perfect freedom.", + "seed": 20811, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_5021_seed_20811_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013843542872928083, + "vlm_logprob": -0.013843542872928083, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.013843542872928083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009698533453047276 + ], + "opposite_logprob_tokens": [ + -4.759698390960693 + ], + "logprob_reward": -0.009698533453047276, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009698533453047276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22991490364074707, + 0.16195270419120789, + 0.09513186663389206, + 0.04002885892987251, + 0.06170164421200752, + 0.14194528758525848, + 0.048161476850509644, + 0.057915546000003815, + 0.0294493455439806, + 0.13379839062690735 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.009698533453047276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010543270036578178 + ], + "opposite_logprob_tokens": [ + -6.876054286956787 + ], + "logprob_reward": -0.0010543270036578178, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010543270036578178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11643259227275848, + 0.11297005414962769, + 0.029986640438437462, + 0.06548742949962616, + 0.3888423442840576, + 0.03599381446838379, + 0.0433177687227726, + 0.07840194553136826, + 0.09533856809139252, + 0.033228855580091476 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0010543270036578178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05611858889460564, + 0.1681746393442154, + 0.08055157959461212, + 0.1106376200914383, + 0.1225227639079094, + 0.11182671785354614, + 0.09110693633556366, + 0.07416682690382004, + 0.07319790124893188, + 0.11169645190238953 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864047095179558 + ], + "opposite_logprob_tokens": [ + -3.048640489578247 + ], + "logprob_reward": -0.04864047095179558, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864047095179558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1435157060623169, + 0.14087672531604767, + 0.07757703959941864, + 0.10777928680181503, + 0.12469686567783356, + 0.16116510331630707, + 0.0666397362947464, + 0.08693353086709976, + 0.03368184715509415, + 0.057134129106998444 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.04864047095179558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011810240102931857 + ], + "opposite_logprob_tokens": [ + -6.751181125640869 + ], + "logprob_reward": -0.0011810240102931857, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011810240102931857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3408280909061432, + 0.073341503739357, + 0.05211729556322098, + 0.016929375007748604, + 0.34268999099731445, + 0.03283882141113281, + 0.044029876589775085, + 0.024896753951907158, + 0.022021450102329254, + 0.05030679702758789 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0011810240102931857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic long shot sweeps across a vast, sun-drenched meadow in a slow, graceful arc. At the center of this idyllic scene, a woman with long, flowing auburn hair twirls effortlessly. She wears a vibrant, long, earth-yellow dress crafted from delicate, lightweight chiffon that catches the breeze. As she steadily spins on the soles of her feet, her arms extended for balance, her head tilted back in blissful abandon, a serene smile on her face. The vibrant yellow fabric of her dress forms a perfect circle around her, creating a striking visual contrast with the lush green grass dotted with small wildflowers. The entire scene is bathed in the warm golden glow of the afternoon sun, which, as the camera pans, casts long, soft shadows and creates cinematic lens flares, backlighting her body and making the translucent material of her dress shimmer. The atmosphere is one of pure, unadulterated joy and liberated tranquility, capturing a fleeting, dreamlike moment of perfect freedom.", + "seed": 20812, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_4/index_5021_seed_20812_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028761010617017746, + "vlm_logprob": -0.028761010617017746, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.028761010617017746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03564799576997757 + ], + "opposite_logprob_tokens": [ + -3.4106481075286865 + ], + "logprob_reward": -0.03564799576997757, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03564799576997757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23427462577819824, + 0.06404050439596176, + 0.277011901140213, + 0.028103351593017578, + 0.03491900861263275, + 0.052471887320280075, + 0.029118768870830536, + 0.035101268440485, + 0.11449021846055984, + 0.13046841323375702 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.03564799576997757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013521108776330948 + ], + "opposite_logprob_tokens": [ + -6.626352310180664 + ], + "logprob_reward": -0.0013521108776330948, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013521108776330948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12120611220598221, + 0.05724899098277092, + 0.33749330043792725, + 0.11458662152290344, + 0.08435018360614777, + 0.04620513319969177, + 0.03363679349422455, + 0.04600689187645912, + 0.08029840141534805, + 0.07896752655506134 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0013521108776330948 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061100348830223083, + 0.06329289078712463, + 0.27558133006095886, + 0.10813023895025253, + 0.056409694254398346, + 0.04848887771368027, + 0.09636915475130081, + 0.11320438981056213, + 0.09566853195428848, + 0.08175447583198547 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901699632406235 + ], + "opposite_logprob_tokens": [ + -2.464016914367676 + ], + "logprob_reward": -0.08901699632406235, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901699632406235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14941498637199402, + 0.04508398473262787, + 0.13184534013271332, + 0.10260403901338577, + 0.07505203038454056, + 0.046737801283597946, + 0.05743306875228882, + 0.062266960740089417, + 0.18400274217128754, + 0.14555910229682922 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.08901699632406235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sun-drenched meadow with lush green grass dotted with small wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, flowing auburn hair wearing a vibrant, long, earth-yellow chiffon dress visible at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman spinning on the soles of her feet with her arms extended and head tilted back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, graceful arc (long shot sweep) across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by the sun, creating cinematic lens flares and making the translucent dress shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001713952049612999 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.001713952049612999, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001713952049612999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1071224957704544, + 0.023802004754543304, + 0.16561546921730042, + 0.026039768010377884, + 0.03118923306465149, + 0.05465766414999962, + 0.037789974361658096, + 0.03668655827641487, + 0.25458353757858276, + 0.26251327991485596 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.001713952049612999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_tensor([5626, 5626])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_tensor([5626, 5626])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..79da9e75d6b17ca3be958d561da13f32c26e7f3e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_tensor([5626, 5626])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a level angle, boasts a symmetrical and stable composition, focusing on a young monk with a shaved head, sitting cross-legged in the perfect lotus position in the center of the frame. He wears a simple orange-red cotton and linen robe, loosely wrapped around his slender figure, its natural folds creating a rich, layered effect around his legs. His delicate face is slightly closed, his long eyelashes casting a subtle shadow on his lower lids. A calm and focused expression transcends his years, his brows etched with a calming focus. His hands rest in front of him in a meditation mudra. He sits on the dark brown wooden floor of an ancient Zen room, framed by an antique wooden lattice window. A soft beam of afternoon sunlight filters through the panes, casting dappled shadows on the floor and framing the side of his body, creating a warm golden edge. His body was almost motionless, only his chest was rising and falling imperceptibly with his slow, deep breathing. A wisp of green smoke rose from the incense burner not far away and slowly swirled in the still air. The whole scene, rendered in warm colors, was filled with an extremely tranquil, solemn and Zen-like introspective atmosphere.", + "seed": 7593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_5626_seed_7593_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026311612501740456, + "vlm_logprob": -0.026311612501740456, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.026311612501740456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018259411677718163 + ], + "opposite_logprob_tokens": [ + -4.143259525299072 + ], + "logprob_reward": -0.018259411677718163, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018259411677718163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3351112902164459, + 0.27050167322158813, + 0.03938565403223038, + 0.032124824821949005, + 0.02234680950641632, + 0.017117569223046303, + 0.15833179652690887, + 0.02519592083990574, + 0.03047586977481842, + 0.0694085955619812 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.018259411677718163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2701694667339325, + 0.06389202177524567, + 0.046654000878334045, + 0.04717124626040459, + 0.018778683617711067, + 0.018152568489313126, + 0.42833903431892395, + 0.028482839465141296, + 0.015791073441505432, + 0.06256908178329468 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546537443995476 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546537443995476, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546537443995476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16050182282924652, + 0.05136282742023468, + 0.01250367984175682, + 0.009163075126707554, + 0.012891324236989021, + 0.022925052791833878, + 0.675234317779541, + 0.008967975154519081, + 0.020078986883163452, + 0.026370935142040253 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.012546537443995476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188007175922394 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188007175922394, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188007175922394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24376337230205536, + 0.4324208199977875, + 0.058665454387664795, + 0.06769111007452011, + 0.0239625945687294, + 0.03233633562922478, + 0.05124799534678459, + 0.029506834223866463, + 0.0267949178814888, + 0.0336105115711689 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018188007175922394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001403719186783 + ], + "opposite_logprob_tokens": [ + -2.695013999938965 + ], + "logprob_reward": -0.07001403719186783, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001403719186783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21840091049671173, + 0.10408436506986618, + 0.04849572479724884, + 0.028392057865858078, + 0.0191096980124712, + 0.03448619320988655, + 0.39314669370651245, + 0.0283653624355793, + 0.028818991035223007, + 0.09669993072748184 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.07001403719186783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a level angle, boasts a symmetrical and stable composition, focusing on a young monk with a shaved head, sitting cross-legged in the perfect lotus position in the center of the frame. He wears a simple orange-red cotton and linen robe, loosely wrapped around his slender figure, its natural folds creating a rich, layered effect around his legs. His delicate face is slightly closed, his long eyelashes casting a subtle shadow on his lower lids. A calm and focused expression transcends his years, his brows etched with a calming focus. His hands rest in front of him in a meditation mudra. He sits on the dark brown wooden floor of an ancient Zen room, framed by an antique wooden lattice window. A soft beam of afternoon sunlight filters through the panes, casting dappled shadows on the floor and framing the side of his body, creating a warm golden edge. His body was almost motionless, only his chest was rising and falling imperceptibly with his slow, deep breathing. A wisp of green smoke rose from the incense burner not far away and slowly swirled in the still air. The whole scene, rendered in warm colors, was filled with an extremely tranquil, solemn and Zen-like introspective atmosphere.", + "seed": 7594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_5626_seed_7594_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02107140962034464, + "vlm_logprob": -0.02107140962034464, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02107140962034464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02099422551691532 + ], + "opposite_logprob_tokens": [ + -4.020994186401367 + ], + "logprob_reward": -0.02099422551691532, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02099422551691532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31350651383399963, + 0.09056385606527328, + 0.035893600434064865, + 0.052998460829257965, + 0.058771636337041855, + 0.07904179394245148, + 0.11871354281902313, + 0.052781980484724045, + 0.1408543884754181, + 0.056874241679906845 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.02099422551691532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081814765930176 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081814765930176, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081814765930176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24699902534484863, + 0.1838737428188324, + 0.022100843489170074, + 0.029145367443561554, + 0.020706389099359512, + 0.12120797485113144, + 0.013017681427299976, + 0.03340039402246475, + 0.2624877393245697, + 0.06706086546182632 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.011081814765930176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787782095372677 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787782095372677, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787782095372677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6314122676849365, + 0.0733187347650528, + 0.036939870566129684, + 0.02857908234000206, + 0.03285245597362518, + 0.029131829738616943, + 0.013585769571363926, + 0.030082600191235542, + 0.05608046427369118, + 0.068016916513443 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009787782095372677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980584278702736 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980584278702736, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980584278702736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2904415428638458, + 0.13790911436080933, + 0.05569387599825859, + 0.02471046894788742, + 0.01723649725317955, + 0.06856346130371094, + 0.042939767241477966, + 0.03727520629763603, + 0.27179476618766785, + 0.053435325622558594 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.02980584278702736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368738293647766 + ], + "opposite_logprob_tokens": [ + -3.4086873531341553 + ], + "logprob_reward": -0.03368738293647766, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368738293647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315925270318985, + 0.1321646273136139, + 0.022876890376210213, + 0.025984713807702065, + 0.09827437251806259, + 0.30538225173950195, + 0.019965069368481636, + 0.1392023265361786, + 0.08225727081298828, + 0.04229997470974922 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.03368738293647766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a level angle, boasts a symmetrical and stable composition, focusing on a young monk with a shaved head, sitting cross-legged in the perfect lotus position in the center of the frame. He wears a simple orange-red cotton and linen robe, loosely wrapped around his slender figure, its natural folds creating a rich, layered effect around his legs. His delicate face is slightly closed, his long eyelashes casting a subtle shadow on his lower lids. A calm and focused expression transcends his years, his brows etched with a calming focus. His hands rest in front of him in a meditation mudra. He sits on the dark brown wooden floor of an ancient Zen room, framed by an antique wooden lattice window. A soft beam of afternoon sunlight filters through the panes, casting dappled shadows on the floor and framing the side of his body, creating a warm golden edge. His body was almost motionless, only his chest was rising and falling imperceptibly with his slow, deep breathing. A wisp of green smoke rose from the incense burner not far away and slowly swirled in the still air. The whole scene, rendered in warm colors, was filled with an extremely tranquil, solemn and Zen-like introspective atmosphere.", + "seed": 7595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_5626_seed_7595_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0166190505027771, + "vlm_logprob": -0.0166190505027771, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.0166190505027771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023050224408507347 + ], + "opposite_logprob_tokens": [ + -3.898050308227539 + ], + "logprob_reward": -0.023050224408507347, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023050224408507347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31060731410980225, + 0.15664541721343994, + 0.06658945232629776, + 0.05482492595911026, + 0.021388456225395203, + 0.2064429074525833, + 0.0162701066583395, + 0.02270556427538395, + 0.07106506079435349, + 0.07346073538064957 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023050224408507347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2069888710975647, + 0.055560626089572906, + 0.06030278280377388, + 0.019059717655181885, + 0.013784817419946194, + 0.303774356842041, + 0.012271410785615444, + 0.046019408851861954, + 0.13954195380210876, + 0.14269602298736572 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0067422278225421906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21806302666664124, + 0.08964099735021591, + 0.07930777966976166, + 0.010832571424543858, + 0.05460767075419426, + 0.4124387502670288, + 0.019060013815760612, + 0.028438067063689232, + 0.02422691136598587, + 0.0633842870593071 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10299818962812424, + 0.07683156430721283, + 0.0713275820016861, + 0.07055066525936127, + 0.02119487151503563, + 0.2088828980922699, + 0.01571887545287609, + 0.06781864911317825, + 0.2817493975162506, + 0.08292736858129501 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.023287607356905937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327817492187023 + ], + "opposite_logprob_tokens": [ + -3.77327823638916 + ], + "logprob_reward": -0.02327817492187023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327817492187023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2276531308889389, + 0.12207701802253723, + 0.031953997910022736, + 0.028316333889961243, + 0.09332199394702911, + 0.06871645152568817, + 0.01901678927242756, + 0.019373323768377304, + 0.1600780189037323, + 0.2294929325580597 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02327817492187023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a level angle, boasts a symmetrical and stable composition, focusing on a young monk with a shaved head, sitting cross-legged in the perfect lotus position in the center of the frame. He wears a simple orange-red cotton and linen robe, loosely wrapped around his slender figure, its natural folds creating a rich, layered effect around his legs. His delicate face is slightly closed, his long eyelashes casting a subtle shadow on his lower lids. A calm and focused expression transcends his years, his brows etched with a calming focus. His hands rest in front of him in a meditation mudra. He sits on the dark brown wooden floor of an ancient Zen room, framed by an antique wooden lattice window. A soft beam of afternoon sunlight filters through the panes, casting dappled shadows on the floor and framing the side of his body, creating a warm golden edge. His body was almost motionless, only his chest was rising and falling imperceptibly with his slow, deep breathing. A wisp of green smoke rose from the incense burner not far away and slowly swirled in the still air. The whole scene, rendered in warm colors, was filled with an extremely tranquil, solemn and Zen-like introspective atmosphere.", + "seed": 7596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_5/index_5626_seed_7596_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010837706737220287, + "vlm_logprob": -0.010837706737220287, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.010837706737220287, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018275681883096695 + ], + "opposite_logprob_tokens": [ + -4.268275737762451 + ], + "logprob_reward": -0.018275681883096695, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018275681883096695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3037789762020111, + 0.13390633463859558, + 0.03284597024321556, + 0.1400415599346161, + 0.13067954778671265, + 0.036429356783628464, + 0.06072727590799332, + 0.04226520285010338, + 0.07913398742675781, + 0.040191810578107834 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.018275681883096695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104880150407553 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.004104880150407553, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104880150407553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3600279986858368, + 0.11673387140035629, + 0.0820501446723938, + 0.09695254266262054, + 0.059370964765548706, + 0.04590659588575363, + 0.07545694708824158, + 0.05466031655669212, + 0.07808321714401245, + 0.030757490545511246 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004104880150407553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739031057804823 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739031057804823, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739031057804823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.258618026971817, + 0.11723162978887558, + 0.08220791071653366, + 0.06605459749698639, + 0.06839881092309952, + 0.06936673820018768, + 0.07152075320482254, + 0.0871158018708229, + 0.07123880088329315, + 0.10824692994356155 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006739031057804823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535941787064075 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535941787064075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535941787064075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1632917821407318, + 0.13044704496860504, + 0.09312727302312851, + 0.13062947988510132, + 0.09441683441400528, + 0.040344592183828354, + 0.1128493994474411, + 0.0474826954305172, + 0.14465491473674774, + 0.04275592416524887 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.012535941787064075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head sitting cross-legged in the lotus position in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple orange-red cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the monk's hands resting in front of him in a meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in an ancient Zen room with a dark brown wooden floor and an antique wooden lattice window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33915501832962036, + 0.15545761585235596, + 0.05344586819410324, + 0.0433330237865448, + 0.10464036464691162, + 0.03936363384127617, + 0.07795866578817368, + 0.057658400386571884, + 0.04358288273215294, + 0.08540453016757965 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01253299880772829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_tensor([5776, 5776])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_tensor([5776, 5776])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..45ed5f4db01da0b9865028d3a0c2e8b4c826d668 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_tensor([5776, 5776])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, low-angle shot slowly pans left, sweeping across a winding section of ancient city wall, coiling like a blue-gray dragon across the rolling hills. It's dusk, and the lingering rays of the setting sun paint the sky a warm, melancholic orange-red, illuminating the wall's weathered masonry, covered in cracks and covered in tenacious moss. Suddenly, without warning, a section of the wall in the center of the frame begins to tremble violently, then with a resounding, muffled explosion, it bursts outward and crumbles. Thousands of bricks and stones, driven by gravity, cascade down like a waterfall, colliding with each other and shattering into countless fragments of stone and powder. A huge and dense yellow-brown dust cloud suddenly rose into the sky, quickly engulfing the collapsed walls and surrounding vegetation. Under the backlight of the setting sun, the edge of the rolling dust was outlined with a magnificent golden outline, and the light penetrated through it, forming visible beams of light. The whole scene was full of a sense of destructive power and a tragic epic atmosphere.", + "seed": 12892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_5776_seed_12892_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024258514400571585, + "vlm_logprob": -0.024258514400571585, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.024258514400571585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05708877369761467 + ], + "opposite_logprob_tokens": [ + -2.932088851928711 + ], + "logprob_reward": -0.05708877369761467, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05708877369761467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13002613186836243, + 0.20466682314872742, + 0.11733214557170868, + 0.13581331074237823, + 0.0659540668129921, + 0.13663876056671143, + 0.0835566595196724, + 0.03222554922103882, + 0.047322530299425125, + 0.04646408557891846 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.05708877369761467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216807670891285 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014216807670891285, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216807670891285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19559744000434875, + 0.21303533017635345, + 0.027960678562521935, + 0.06520984321832657, + 0.08783941715955734, + 0.1339307725429535, + 0.07128768414258957, + 0.031136974692344666, + 0.09996931999921799, + 0.07403247803449631 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014216807670891285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371066227555275 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.03371066227555275, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371066227555275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2443208396434784, + 0.15294727683067322, + 0.0775182917714119, + 0.035329319536685944, + 0.1441822648048401, + 0.27486538887023926, + 0.020334139466285706, + 0.023053988814353943, + 0.01459555421024561, + 0.012852939777076244 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03371066227555275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645722642540932 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645722642540932, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645722642540932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3201770782470703, + 0.1564711034297943, + 0.05145295709371567, + 0.08004650473594666, + 0.11193649470806122, + 0.1710151731967926, + 0.04296809434890747, + 0.024822046980261803, + 0.017063118517398834, + 0.02404749020934105 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008645722642540932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630605716258287 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630605716258287, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630605716258287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19718410074710846, + 0.18981274962425232, + 0.06111547350883484, + 0.025257591158151627, + 0.07773832976818085, + 0.25116828083992004, + 0.09355246275663376, + 0.020532697439193726, + 0.04077281057834625, + 0.042865537106990814 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.007630605716258287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, low-angle shot slowly pans left, sweeping across a winding section of ancient city wall, coiling like a blue-gray dragon across the rolling hills. It's dusk, and the lingering rays of the setting sun paint the sky a warm, melancholic orange-red, illuminating the wall's weathered masonry, covered in cracks and covered in tenacious moss. Suddenly, without warning, a section of the wall in the center of the frame begins to tremble violently, then with a resounding, muffled explosion, it bursts outward and crumbles. Thousands of bricks and stones, driven by gravity, cascade down like a waterfall, colliding with each other and shattering into countless fragments of stone and powder. A huge and dense yellow-brown dust cloud suddenly rose into the sky, quickly engulfing the collapsed walls and surrounding vegetation. Under the backlight of the setting sun, the edge of the rolling dust was outlined with a magnificent golden outline, and the light penetrated through it, forming visible beams of light. The whole scene was full of a sense of destructive power and a tragic epic atmosphere.", + "seed": 12893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_5776_seed_12893_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03670990865211934, + "vlm_logprob": -0.03670990865211934, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.03670990865211934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12907099723815918 + ], + "opposite_logprob_tokens": [ + -2.129070997238159 + ], + "logprob_reward": -0.12907099723815918, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12907099723815918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18925905227661133, + 0.21096213161945343, + 0.03749135509133339, + 0.09498969465494156, + 0.0631050392985344, + 0.21884137392044067, + 0.06960850208997726, + 0.02776709757745266, + 0.06079438328742981, + 0.027181347832083702 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.12907099723815918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109513733536005 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.01109513733536005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109513733536005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20062103867530823, + 0.5305963754653931, + 0.021614767611026764, + 0.04985606670379639, + 0.03947378322482109, + 0.05443449318408966, + 0.024696381762623787, + 0.031811438500881195, + 0.021112509071826935, + 0.02578318864107132 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01109513733536005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702824264764786 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.033702824264764786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702824264764786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06815936416387558, + 0.5260558128356934, + 0.1331516057252884, + 0.07969657331705093, + 0.07086047530174255, + 0.021852344274520874, + 0.03933804854750633, + 0.019254561513662338, + 0.028250960633158684, + 0.013380256481468678 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.033702824264764786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010433712741360068 + ], + "opposite_logprob_tokens": [ + -6.876043319702148 + ], + "logprob_reward": -0.0010433712741360068, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010433712741360068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14046946167945862, + 0.22176900506019592, + 0.0853896513581276, + 0.065199114382267, + 0.18750104308128357, + 0.0461273118853569, + 0.1456090360879898, + 0.028643790632486343, + 0.04050140082836151, + 0.03879018872976303 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.0010433712741360068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772973820567131, + 0.19031861424446106, + 0.04648210480809212, + 0.03837145119905472, + 0.20953771471977234, + 0.06258554011583328, + 0.0468628965318203, + 0.06224178150296211, + 0.08648655563592911, + 0.17981599271297455 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.00863721314817667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, low-angle shot slowly pans left, sweeping across a winding section of ancient city wall, coiling like a blue-gray dragon across the rolling hills. It's dusk, and the lingering rays of the setting sun paint the sky a warm, melancholic orange-red, illuminating the wall's weathered masonry, covered in cracks and covered in tenacious moss. Suddenly, without warning, a section of the wall in the center of the frame begins to tremble violently, then with a resounding, muffled explosion, it bursts outward and crumbles. Thousands of bricks and stones, driven by gravity, cascade down like a waterfall, colliding with each other and shattering into countless fragments of stone and powder. A huge and dense yellow-brown dust cloud suddenly rose into the sky, quickly engulfing the collapsed walls and surrounding vegetation. Under the backlight of the setting sun, the edge of the rolling dust was outlined with a magnificent golden outline, and the light penetrated through it, forming visible beams of light. The whole scene was full of a sense of destructive power and a tragic epic atmosphere.", + "seed": 12894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_5776_seed_12894_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01829781022388488, + "vlm_logprob": -0.01829781022388488, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.01829781022388488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06292761862277985 + ], + "opposite_logprob_tokens": [ + -2.812927722930908 + ], + "logprob_reward": -0.06292761862277985, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06292761862277985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2155401110649109, + 0.06361742317676544, + 0.0438368059694767, + 0.1159924566745758, + 0.07574216276407242, + 0.06596800684928894, + 0.08923021703958511, + 0.16113241016864777, + 0.07794065028429031, + 0.09099966287612915 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.06292761862277985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769894003868103, + 0.12315787374973297, + 0.09775634109973907, + 0.12779419124126434, + 0.04514164850115776, + 0.04892338812351227, + 0.14307869970798492, + 0.053529590368270874, + 0.027129000052809715, + 0.05649985373020172 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196710661053658 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196710661053658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196710661053658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2617904841899872, + 0.12740103900432587, + 0.11780186742544174, + 0.14132338762283325, + 0.06331338733434677, + 0.04082852602005005, + 0.11441206932067871, + 0.05730593577027321, + 0.018488243222236633, + 0.0573350191116333 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014196710661053658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14429697394371033, + 0.04142618924379349, + 0.03003137744963169, + 0.13711611926555634, + 0.09237359464168549, + 0.08837738633155823, + 0.1891040802001953, + 0.15034820139408112, + 0.05307511240243912, + 0.07385089993476868 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019395602867007256 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019395602867007256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019395602867007256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16325582563877106, + 0.02567242830991745, + 0.02629232406616211, + 0.15501411259174347, + 0.10484997183084488, + 0.05405101552605629, + 0.11392068862915039, + 0.19501104950904846, + 0.0677529126405716, + 0.09417963027954102 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0019395602867007256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, low-angle shot slowly pans left, sweeping across a winding section of ancient city wall, coiling like a blue-gray dragon across the rolling hills. It's dusk, and the lingering rays of the setting sun paint the sky a warm, melancholic orange-red, illuminating the wall's weathered masonry, covered in cracks and covered in tenacious moss. Suddenly, without warning, a section of the wall in the center of the frame begins to tremble violently, then with a resounding, muffled explosion, it bursts outward and crumbles. Thousands of bricks and stones, driven by gravity, cascade down like a waterfall, colliding with each other and shattering into countless fragments of stone and powder. A huge and dense yellow-brown dust cloud suddenly rose into the sky, quickly engulfing the collapsed walls and surrounding vegetation. Under the backlight of the setting sun, the edge of the rolling dust was outlined with a magnificent golden outline, and the light penetrated through it, forming visible beams of light. The whole scene was full of a sense of destructive power and a tragic epic atmosphere.", + "seed": 12895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_6/index_5776_seed_12895_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05749749862588942, + "vlm_logprob": -0.05749749862588942, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.05749749862588942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2544313669204712 + ], + "opposite_logprob_tokens": [ + -1.5044313669204712 + ], + "logprob_reward": -0.2544313669204712, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2544313669204712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07797691226005554, + 0.05978326126933098, + 0.034598372876644135, + 0.173467755317688, + 0.12021354585886002, + 0.08417307585477829, + 0.0631369799375534, + 0.12519529461860657, + 0.1664583534002304, + 0.0949963927268982 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.2544313669204712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609206385910511 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.01609206385910511, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609206385910511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1562022566795349, + 0.2268255650997162, + 0.06956130266189575, + 0.02202518656849861, + 0.06472234427928925, + 0.045918866991996765, + 0.06546295434236526, + 0.19689755141735077, + 0.1088905930519104, + 0.043493326753377914 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.01609206385910511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077099479734898 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011077099479734898, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077099479734898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12049815058708191, + 0.08906208723783493, + 0.06352659314870834, + 0.11742189526557922, + 0.14595897495746613, + 0.08409131318330765, + 0.054428476840257645, + 0.13519851863384247, + 0.13458134233951569, + 0.055232685059309006 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.011077099479734898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006353028584271669 + ], + "opposite_logprob_tokens": [ + -7.375635147094727 + ], + "logprob_reward": -0.0006353028584271669, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006353028584271669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06339287757873535, + 0.033638324588537216, + 0.031003890559077263, + 0.050136107951402664, + 0.05309874564409256, + 0.08203880488872528, + 0.029121341183781624, + 0.20291295647621155, + 0.23901887238025665, + 0.21563802659511566 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0006353028584271669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle shot that pans slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ancient city wall blue-gray in color and coiling across rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky orange-red due to the setting sun at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a section of the wall in the center tremble, explode, and crumble into a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dust cloud yellow-brown with a golden outline and visible light beams penetrating it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06478021293878555, + 0.028979385271668434, + 0.020900726318359375, + 0.05554025620222092, + 0.15292225778102875, + 0.07047015428543091, + 0.11869470775127411, + 0.12516051530838013, + 0.23488719761371613, + 0.12766462564468384 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.005251660011708736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_tensor([2947, 2947])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_tensor([2947, 2947])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9ab5c6e8611a37d988f327053d66bc719e022ce7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_tensor([2947, 2947])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, extreme close-up meticulously captures the dramatic fluid event unfolding on a rough, gray concrete floor. A plain, unlabeled metal paint can, its silver surface slightly scuffed and slightly dented by the rim, tilts at a precarious angle. From its open mouth, a thick, viscous stream of vibrant crimson pigment cascades downward in smooth, unbroken ribbons, catching the harsh, direct overhead light and creating brilliant white highlights along its curved surface. The stream strikes the concrete with a powerful splash, and upon contact, the coalesced stream of paint shatters, erupting in a spectacular, high-speed, radial explosion. The central pool rapidly expands, ejecting countless tiny, perfectly spherical droplets in an exquisite, frozen-in-time corona. Each droplet, a microscopic sphere of pure, saturated red, contrasts against the soft, textured background, creating an intense and captivating atmosphere that isolates the raw, physical beauty of fluid dynamics in motion.", + "seed": 2985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_2947_seed_2985_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.45812558103352785, + "vlm_logprob": -0.45812558103352785, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.45812558103352785, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.46979618072509766 + ], + "opposite_logprob_tokens": [ + -1.0947961807250977 + ], + "logprob_reward": -0.46979618072509766, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.46979618072509766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30734172463417053, + 0.11612842231988907, + 0.07300131767988205, + 0.12857437133789062, + 0.037010326981544495, + 0.020348116755485535, + 0.017407337203621864, + 0.06480325758457184, + 0.04080992564558983, + 0.1945752203464508 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.46979618072509766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743109941482544 + ], + "opposite_logprob_tokens": [ + -0.9743109941482544 + ], + "logprob_reward": -0.4743109941482544, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743109941482544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945900321006775, + 0.08188421279191971, + 0.15128540992736816, + 0.08320248872041702, + 0.06868693977594376, + 0.06287147849798203, + 0.04342474415898323, + 0.15448573231697083, + 0.04865454509854317, + 0.11091441661119461 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.4743109941482544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134069442749023 + ], + "opposite_logprob_tokens": [ + -0.31340691447257996 + ], + "logprob_reward": -1.3134069442749023, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134069442749023, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1839921921491623, + 0.1512243151664734, + 0.07339825481176376, + 0.167012020945549, + 0.11130522191524506, + 0.04292139410972595, + 0.05998605489730835, + 0.05940578132867813, + 0.05252284184098244, + 0.09823191910982132 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.3134069442749023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009811037220060825 + ], + "opposite_logprob_tokens": [ + -4.634810924530029 + ], + "logprob_reward": -0.009811037220060825, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009811037220060825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2166632115840912, + 0.17407448589801788, + 0.1051250472664833, + 0.05068196728825569, + 0.0862690657377243, + 0.056224774569272995, + 0.0843743234872818, + 0.07163918763399124, + 0.057122066617012024, + 0.09782584011554718 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009811037220060825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302748799324036 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302748799324036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302748799324036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28604522347450256, + 0.15740229189395905, + 0.04876435920596123, + 0.03006320260465145, + 0.17439475655555725, + 0.027989132329821587, + 0.03819378837943077, + 0.034454379230737686, + 0.03788832947611809, + 0.16480454802513123 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.023302748799324036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up meticulously captures the dramatic fluid event unfolding on a rough, gray concrete floor. A plain, unlabeled metal paint can, its silver surface slightly scuffed and slightly dented by the rim, tilts at a precarious angle. From its open mouth, a thick, viscous stream of vibrant crimson pigment cascades downward in smooth, unbroken ribbons, catching the harsh, direct overhead light and creating brilliant white highlights along its curved surface. The stream strikes the concrete with a powerful splash, and upon contact, the coalesced stream of paint shatters, erupting in a spectacular, high-speed, radial explosion. The central pool rapidly expands, ejecting countless tiny, perfectly spherical droplets in an exquisite, frozen-in-time corona. Each droplet, a microscopic sphere of pure, saturated red, contrasts against the soft, textured background, creating an intense and captivating atmosphere that isolates the raw, physical beauty of fluid dynamics in motion.", + "seed": 2986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_2947_seed_2986_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23136787032708525, + "vlm_logprob": -0.23136787032708525, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.23136787032708525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5133592486381531 + ], + "opposite_logprob_tokens": [ + -1.0133593082427979 + ], + "logprob_reward": -0.5133592486381531, + "yes_no_margin_reward": 0.5000000596046448, + "token_credit_reward": -0.5133592486381531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6855038404464722, + 0.027244742959737778, + 0.04533979296684265, + 0.014979418367147446, + 0.012831204570829868, + 0.04544622451066971, + 0.04799099266529083, + 0.059691350907087326, + 0.03318333253264427, + 0.027789143845438957 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.5133592486381531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134913444519043 + ], + "opposite_logprob_tokens": [ + -1.3134913444519043 + ], + "logprob_reward": -0.3134913444519043, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134913444519043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6546961069107056, + 0.054276853799819946, + 0.05654166638851166, + 0.07931210845708847, + 0.01915043219923973, + 0.0322786346077919, + 0.027625441551208496, + 0.028177915140986443, + 0.027384422719478607, + 0.02055639587342739 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.3134913444519043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31345754861831665 + ], + "opposite_logprob_tokens": [ + -1.3134574890136719 + ], + "logprob_reward": -0.31345754861831665, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31345754861831665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2666887938976288, + 0.12792246043682098, + 0.07103309780359268, + 0.18983133137226105, + 0.02483372949063778, + 0.08747633546590805, + 0.049175433814525604, + 0.1028909683227539, + 0.06492200493812561, + 0.015225858427584171 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.31345754861831665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748503539711237 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748503539711237, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748503539711237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48162123560905457, + 0.07095568627119064, + 0.06401193141937256, + 0.029411014169454575, + 0.05741870775818825, + 0.052629292011260986, + 0.0779922679066658, + 0.05547884479165077, + 0.07704530656337738, + 0.033435750752687454 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.006748503539711237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782706387341022 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782706387341022, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782706387341022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6396097540855408, + 0.030281351879239082, + 0.04369807615876198, + 0.0879458412528038, + 0.015445851720869541, + 0.03524983674287796, + 0.034224580973386765, + 0.05838156118988991, + 0.045408934354782104, + 0.009754253551363945 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.009782706387341022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up meticulously captures the dramatic fluid event unfolding on a rough, gray concrete floor. A plain, unlabeled metal paint can, its silver surface slightly scuffed and slightly dented by the rim, tilts at a precarious angle. From its open mouth, a thick, viscous stream of vibrant crimson pigment cascades downward in smooth, unbroken ribbons, catching the harsh, direct overhead light and creating brilliant white highlights along its curved surface. The stream strikes the concrete with a powerful splash, and upon contact, the coalesced stream of paint shatters, erupting in a spectacular, high-speed, radial explosion. The central pool rapidly expands, ejecting countless tiny, perfectly spherical droplets in an exquisite, frozen-in-time corona. Each droplet, a microscopic sphere of pure, saturated red, contrasts against the soft, textured background, creating an intense and captivating atmosphere that isolates the raw, physical beauty of fluid dynamics in motion.", + "seed": 2987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_2947_seed_2987_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21487205177545549, + "vlm_logprob": -0.21487205177545549, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.21487205177545549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5467943549156189 + ], + "opposite_logprob_tokens": [ + -0.9217943549156189 + ], + "logprob_reward": -0.5467943549156189, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5467943549156189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.356046587228775, + 0.12890197336673737, + 0.0632563978433609, + 0.05936110392212868, + 0.03548886254429817, + 0.08850723505020142, + 0.11304008215665817, + 0.0903291404247284, + 0.04753395915031433, + 0.017534693703055382 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.5467943549156189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867170453071594 + ], + "opposite_logprob_tokens": [ + -1.2236716747283936 + ], + "logprob_reward": -0.34867170453071594, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867170453071594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17488019168376923, + 0.16348540782928467, + 0.062336862087249756, + 0.04660589620471001, + 0.050966646522283554, + 0.11756667494773865, + 0.14064398407936096, + 0.11742503196001053, + 0.1014975979924202, + 0.024591708555817604 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.34867170453071594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039572656154633 + ], + "opposite_logprob_tokens": [ + -1.9103957414627075 + ], + "logprob_reward": -0.16039572656154633, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039572656154633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.228583425283432, + 0.08059357851743698, + 0.08235970139503479, + 0.07841090857982635, + 0.0895959883928299, + 0.10253727436065674, + 0.10850860923528671, + 0.09361197054386139, + 0.11487936228513718, + 0.02091921679675579 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.16039572656154633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595793966203928 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.00595793966203928, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595793966203928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17309066653251648, + 0.05770557001233101, + 0.09007085859775543, + 0.06527844071388245, + 0.10333903133869171, + 0.11723325401544571, + 0.1522456258535385, + 0.10803619772195816, + 0.09734390676021576, + 0.0356564074754715 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.00595793966203928 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254053320735693 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254053320735693, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254053320735693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23098205029964447, + 0.10748011618852615, + 0.0883621796965599, + 0.06363706290721893, + 0.06575515866279602, + 0.1388818919658661, + 0.12235450744628906, + 0.09288398176431656, + 0.06798287481069565, + 0.021680187433958054 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01254053320735693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up meticulously captures the dramatic fluid event unfolding on a rough, gray concrete floor. A plain, unlabeled metal paint can, its silver surface slightly scuffed and slightly dented by the rim, tilts at a precarious angle. From its open mouth, a thick, viscous stream of vibrant crimson pigment cascades downward in smooth, unbroken ribbons, catching the harsh, direct overhead light and creating brilliant white highlights along its curved surface. The stream strikes the concrete with a powerful splash, and upon contact, the coalesced stream of paint shatters, erupting in a spectacular, high-speed, radial explosion. The central pool rapidly expands, ejecting countless tiny, perfectly spherical droplets in an exquisite, frozen-in-time corona. Each droplet, a microscopic sphere of pure, saturated red, contrasts against the soft, textured background, creating an intense and captivating atmosphere that isolates the raw, physical beauty of fluid dynamics in motion.", + "seed": 2988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_7/index_2947_seed_2988_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5956060696393252, + "vlm_logprob": -0.5956060696393252, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.5956060696393252, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34391891956329346 + ], + "opposite_logprob_tokens": [ + -1.3439189195632935 + ], + "logprob_reward": -0.34391891956329346, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.34391891956329346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24524152278900146, + 0.10371993482112885, + 0.07808748632669449, + 0.05419190973043442, + 0.05699038505554199, + 0.21761301159858704, + 0.03384925052523613, + 0.06366590410470963, + 0.10453987121582031, + 0.04210074245929718 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.34391891956329346 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933872699737549 + ], + "opposite_logprob_tokens": [ + -0.6933872699737549 + ], + "logprob_reward": -0.6933872699737549, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933872699737549, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15407469868659973, + 0.07464566081762314, + 0.17549967765808105, + 0.04501980543136597, + 0.13885323703289032, + 0.12194546312093735, + 0.09109972417354584, + 0.052570633590221405, + 0.12454009056091309, + 0.021751005202531815 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.6933872699737549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.910329818725586 + ], + "opposite_logprob_tokens": [ + -0.16032981872558594 + ], + "logprob_reward": -1.910329818725586, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.910329818725586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12434221059083939, + 0.06103126332163811, + 0.02585844323039055, + 0.073412224650383, + 0.09224984794855118, + 0.2902645170688629, + 0.1484803557395935, + 0.14010676741600037, + 0.02519610896706581, + 0.01905822940170765 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -1.910329818725586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009805725887417793 + ], + "opposite_logprob_tokens": [ + -4.634805679321289 + ], + "logprob_reward": -0.009805725887417793, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009805725887417793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053433358669281, + 0.03963293507695198, + 0.03299961984157562, + 0.028776584193110466, + 0.07313558459281921, + 0.5950788855552673, + 0.04412563890218735, + 0.08963888883590698, + 0.011719056405127048, + 0.014358440414071083 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.009805725887417793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement static (no panning, tilting, or zooming)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the framing an extreme close-up of a plain, unlabeled metal paint can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, viscous stream of vibrant crimson pigment cascade from the can and shatter into a radial explosion upon hitting the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a rough, gray concrete floor illuminated by harsh, direct overhead light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15722936391830444, + 0.05332709848880768, + 0.03009605035185814, + 0.10576298832893372, + 0.05387322977185249, + 0.4267141819000244, + 0.10091721266508102, + 0.02853943407535553, + 0.01979491487145424, + 0.02374548651278019 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02058861404657364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_tensor([5184, 5184])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_tensor([5184, 5184])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..138bb1be0d3ca50b9be1e2318371485e9b539224 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_tensor([5184, 5184])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot from a level angle focuses on an antique globe resting on the corner of a dark, solid wood desk. A soft, focused, cinematic light, like afternoon sunlight streaming from a high window, slants down, casting a precise shadow over the globe. Countless tiny dust particles are clearly visible within this beam, slowly drifting, swirling, and flickering within the light, imbuing the still image with a subtle vitality. The globe itself bears the marks of age, its stand constructed of patinaed brass and its base of heavy walnut. Its surface, the texture of yellowed parchment, bears a faded, ancient map, depicting the continents in ochre and the oceans in a pale cyan. The light precisely outlines the curved contours of the globe and forms a warm highlight on its polished surface, while enveloping the wood grain texture of the desk and the blurred outline of the bookshelf in the background in a warm, tranquil and nostalgic atmosphere. The tones of the entire scene are dominated by warm gold and deep brown, creating a quiet beauty of contemplation and time freezing.", + "seed": 13661, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_5184_seed_13661_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029675488639622927, + "vlm_logprob": -0.029675488639622927, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.029675488639622927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016699057072401047 + ], + "opposite_logprob_tokens": [ + -4.141698837280273 + ], + "logprob_reward": -0.016699057072401047, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016699057072401047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06176696717739105, + 0.036358244717121124, + 0.020682718604803085, + 0.12286143749952316, + 0.06613726168870926, + 0.24111628532409668, + 0.039034195244312286, + 0.13467177748680115, + 0.23296613991260529, + 0.04440493509173393 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.016699057072401047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1005089282989502 + ], + "opposite_logprob_tokens": [ + -2.35050892829895 + ], + "logprob_reward": -0.1005089282989502, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1005089282989502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09372355043888092, + 0.07089295238256454, + 0.08766155689954758, + 0.06106908991932869, + 0.12450867146253586, + 0.05443064123392105, + 0.07445327937602997, + 0.18745996057987213, + 0.16816434264183044, + 0.07763594388961792 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.1005089282989502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792622178792953 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792622178792953, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792622178792953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083294123411179, + 0.0597890242934227, + 0.0571354478597641, + 0.05752873048186302, + 0.06293542683124542, + 0.08886712789535522, + 0.028559071943163872, + 0.0686333179473877, + 0.2697979807853699, + 0.21592098474502563 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009792622178792953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183792009949684 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183792009949684, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183792009949684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18385742604732513, + 0.06248626857995987, + 0.038097672164440155, + 0.047633614391088486, + 0.03608023375272751, + 0.11192470043897629, + 0.028306888416409492, + 0.0329083651304245, + 0.3769431710243225, + 0.08176165819168091 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.018183792009949684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193043638020754 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.003193043638020754, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193043638020754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12110313773155212, + 0.0469885915517807, + 0.09845051914453506, + 0.1309318244457245, + 0.056489210575819016, + 0.10807430744171143, + 0.03061918541789055, + 0.24523542821407318, + 0.08879458904266357, + 0.07331320643424988 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.003193043638020754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses on an antique globe resting on the corner of a dark, solid wood desk. A soft, focused, cinematic light, like afternoon sunlight streaming from a high window, slants down, casting a precise shadow over the globe. Countless tiny dust particles are clearly visible within this beam, slowly drifting, swirling, and flickering within the light, imbuing the still image with a subtle vitality. The globe itself bears the marks of age, its stand constructed of patinaed brass and its base of heavy walnut. Its surface, the texture of yellowed parchment, bears a faded, ancient map, depicting the continents in ochre and the oceans in a pale cyan. The light precisely outlines the curved contours of the globe and forms a warm highlight on its polished surface, while enveloping the wood grain texture of the desk and the blurred outline of the bookshelf in the background in a warm, tranquil and nostalgic atmosphere. The tones of the entire scene are dominated by warm gold and deep brown, creating a quiet beauty of contemplation and time freezing.", + "seed": 13662, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_5184_seed_13662_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02748222164809704, + "vlm_logprob": -0.02748222164809704, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02748222164809704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609598755836487 + ], + "opposite_logprob_tokens": [ + -2.931096076965332 + ], + "logprob_reward": -0.05609598755836487, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05609598755836487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07228421419858932, + 0.034250322729349136, + 0.11871276795864105, + 0.0857122540473938, + 0.06774496287107468, + 0.4482867121696472, + 0.05829853191971779, + 0.023504937067627907, + 0.02469717152416706, + 0.06650815159082413 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.05609598755836487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04312482848763466 + ], + "opposite_logprob_tokens": [ + -3.1681249141693115 + ], + "logprob_reward": -0.04312482848763466, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04312482848763466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25418105721473694, + 0.0388355478644371, + 0.16599324345588684, + 0.09321523457765579, + 0.05848274752497673, + 0.13016344606876373, + 0.08491843193769455, + 0.0816480740904808, + 0.020799266174435616, + 0.07176294922828674 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.04312482848763466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652695454657078 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652695454657078, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652695454657078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13456083834171295, + 0.031370725482702255, + 0.1460423469543457, + 0.04353194683790207, + 0.08255615085363388, + 0.29508137702941895, + 0.02529413253068924, + 0.15850912034511566, + 0.03755269572138786, + 0.04550071433186531 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.008652695454657078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263452660292387 + ], + "opposite_logprob_tokens": [ + -3.6513452529907227 + ], + "logprob_reward": -0.0263452660292387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263452660292387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16820599138736725, + 0.03156641870737076, + 0.15831412374973297, + 0.04936257749795914, + 0.22347210347652435, + 0.18740594387054443, + 0.03321044147014618, + 0.03658600151538849, + 0.03215574100613594, + 0.07972061634063721 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0263452660292387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3234640657901764, + 0.15928293764591217, + 0.06484387069940567, + 0.022206004709005356, + 0.06340360641479492, + 0.2456272691488266, + 0.02420918270945549, + 0.04450098052620888, + 0.014172807335853577, + 0.03828927129507065 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0031923307105898857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses on an antique globe resting on the corner of a dark, solid wood desk. A soft, focused, cinematic light, like afternoon sunlight streaming from a high window, slants down, casting a precise shadow over the globe. Countless tiny dust particles are clearly visible within this beam, slowly drifting, swirling, and flickering within the light, imbuing the still image with a subtle vitality. The globe itself bears the marks of age, its stand constructed of patinaed brass and its base of heavy walnut. Its surface, the texture of yellowed parchment, bears a faded, ancient map, depicting the continents in ochre and the oceans in a pale cyan. The light precisely outlines the curved contours of the globe and forms a warm highlight on its polished surface, while enveloping the wood grain texture of the desk and the blurred outline of the bookshelf in the background in a warm, tranquil and nostalgic atmosphere. The tones of the entire scene are dominated by warm gold and deep brown, creating a quiet beauty of contemplation and time freezing.", + "seed": 13663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_5184_seed_13663_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029705044720321892, + "vlm_logprob": -0.029705044720321892, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.029705044720321892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04980515316128731 + ], + "opposite_logprob_tokens": [ + -3.049805164337158 + ], + "logprob_reward": -0.04980515316128731, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04980515316128731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12494544684886932, + 0.08904776722192764, + 0.16883118450641632, + 0.08275149762630463, + 0.22962617874145508, + 0.11159803718328476, + 0.02389998733997345, + 0.02773621678352356, + 0.023871462792158127, + 0.11769226938486099 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.04980515316128731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055040497332811356 + ], + "opposite_logprob_tokens": [ + -2.9300405979156494 + ], + "logprob_reward": -0.055040497332811356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055040497332811356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740064859390259, + 0.11054285615682602, + 0.08075255155563354, + 0.04432583600282669, + 0.14268209040164948, + 0.061813633888959885, + 0.047691863030195236, + 0.099649578332901, + 0.03881813585758209, + 0.09971699863672256 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.055040497332811356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19020198285579681, + 0.05759549140930176, + 0.11301783472299576, + 0.2180843949317932, + 0.1260772943496704, + 0.053331438452005386, + 0.09227623045444489, + 0.044198088347911835, + 0.018865549936890602, + 0.08635171502828598 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979913167655468 + ], + "opposite_logprob_tokens": [ + -3.529799222946167 + ], + "logprob_reward": -0.02979913167655468, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979913167655468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1375449299812317, + 0.20022927224636078, + 0.12434540688991547, + 0.08658250421285629, + 0.17634762823581696, + 0.06592530012130737, + 0.0438653938472271, + 0.0701264962553978, + 0.029893146827816963, + 0.06513985991477966 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.02979913167655468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093957599252462 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004093957599252462, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093957599252462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10190356522798538, + 0.2230672985315323, + 0.05933264270424843, + 0.0431557334959507, + 0.2004188895225525, + 0.1143256202340126, + 0.0901329293847084, + 0.07256752252578735, + 0.02220374159514904, + 0.07289206981658936 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.004093957599252462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses on an antique globe resting on the corner of a dark, solid wood desk. A soft, focused, cinematic light, like afternoon sunlight streaming from a high window, slants down, casting a precise shadow over the globe. Countless tiny dust particles are clearly visible within this beam, slowly drifting, swirling, and flickering within the light, imbuing the still image with a subtle vitality. The globe itself bears the marks of age, its stand constructed of patinaed brass and its base of heavy walnut. Its surface, the texture of yellowed parchment, bears a faded, ancient map, depicting the continents in ochre and the oceans in a pale cyan. The light precisely outlines the curved contours of the globe and forms a warm highlight on its polished surface, while enveloping the wood grain texture of the desk and the blurred outline of the bookshelf in the background in a warm, tranquil and nostalgic atmosphere. The tones of the entire scene are dominated by warm gold and deep brown, creating a quiet beauty of contemplation and time freezing.", + "seed": 13664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_8/index_5184_seed_13664_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021436355262994766, + "vlm_logprob": -0.021436355262994766, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.021436355262994766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021909689530730247 + ], + "opposite_logprob_tokens": [ + -3.896909713745117 + ], + "logprob_reward": -0.021909689530730247, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021909689530730247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2928599417209625, + 0.0931028202176094, + 0.07017666101455688, + 0.06490281224250793, + 0.049908630549907684, + 0.07877504080533981, + 0.049306463450193405, + 0.06935130059719086, + 0.19709794223308563, + 0.034518349915742874 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.021909689530730247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048746977001428604 + ], + "opposite_logprob_tokens": [ + -3.0487470626831055 + ], + "logprob_reward": -0.048746977001428604, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048746977001428604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21803463995456696, + 0.07446247339248657, + 0.06346814334392548, + 0.09591686725616455, + 0.0761014074087143, + 0.10699699074029922, + 0.045220352709293365, + 0.07368487119674683, + 0.15798719227313995, + 0.08812712132930756 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.048746977001428604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29870566725730896, + 0.018911883234977722, + 0.0332835391163826, + 0.02487781085073948, + 0.05869686231017113, + 0.18490716814994812, + 0.023259449750185013, + 0.16768914461135864, + 0.13868199288845062, + 0.050986528396606445 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.01420846302062273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533704750239849 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533704750239849, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533704750239849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4918569326400757, + 0.0428253635764122, + 0.05719812214374542, + 0.051626477390527725, + 0.03306502103805542, + 0.0528278686106205, + 0.05792473256587982, + 0.11290909349918365, + 0.05720522254705429, + 0.0425611175596714 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012533704750239849 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of an antique globe resting on a dark solid wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the globe's stand made of patinated brass and its base made of heavy walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the globe surface show yellowed parchment texture with a faded map featuring ochre continents and pale cyan oceans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft, focused light source casting a precise shadow and illuminating visible dust particles drifting within the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by warm gold and deep brown tones with a blurred bookshelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097829420119524 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.0097829420119524, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097829420119524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3968632221221924, + 0.06696102023124695, + 0.13077998161315918, + 0.04859017953276634, + 0.06500064581632614, + 0.04117898270487785, + 0.14443376660346985, + 0.018589388579130173, + 0.04591445252299309, + 0.041688404977321625 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0097829420119524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_tensor([3540, 3540])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_tensor([3540, 3540])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd2a0468f6573ee216f786baf245dda01c8b163 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_tensor([3540, 3540])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tense, low-angle, handheld, Steadicam tracking shot closely follows a young woman as she dashes with agility and power through the ruins of an ancient castle, densely covered in vines. Her dark brown hair, worn in a high ponytail, a few sweat-soaked strands plastered to her face in a focused, anxious state. Her lips are pursed, and her eyes scan the obstacle-filled path ahead with a sharp gaze. She wears a fitted charcoal gray overalls, sleeves casually rolled to the elbows, and a pair of worn brown leather hiking boots. Each step is precise and swift over the scattered rubble and broken stone pillars. Golden afternoon sunlight filters through the crumbling Gothic arches and gaping stone walls overhead, slicing through the air thick with ancient dust, creating distinct, Tyndall-effect beams that oscillate with the camera's movement, casting shifting, dappled shadows across the ancient stone pavement. The entire image is imbued with a cinematic quality, with sharp focus and a subtle sense of film grain, perfectly capturing the dynamic beauty and suspenseful tension of this thrilling chase.", + "seed": 13354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_3540_seed_13354_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017434634501114488, + "vlm_logprob": -0.017434634501114488, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.017434634501114488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0207851342856884 + ], + "opposite_logprob_tokens": [ + -3.895785093307495 + ], + "logprob_reward": -0.0207851342856884, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0207851342856884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09272778779268265, + 0.033845607191324234, + 0.10360358655452728, + 0.0488666370511055, + 0.04092933237552643, + 0.05457209795713425, + 0.20247133076190948, + 0.06559176743030548, + 0.03908216580748558, + 0.3183096945285797 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.0207851342856884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578688010573387 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578688010573387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578688010573387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27825137972831726, + 0.0483330562710762, + 0.13220162689685822, + 0.06694009155035019, + 0.06775933504104614, + 0.0677371397614479, + 0.07224592566490173, + 0.08255458623170853, + 0.11558802425861359, + 0.06838879734277725 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.020578688010573387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005244782194495201 + ], + "opposite_logprob_tokens": [ + -5.255244731903076 + ], + "logprob_reward": -0.005244782194495201, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005244782194495201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24175548553466797, + 0.053169600665569305, + 0.23943907022476196, + 0.04646718129515648, + 0.08080623298883438, + 0.07600601762533188, + 0.11334318667650223, + 0.06051930785179138, + 0.05230201780796051, + 0.03619188070297241 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.005244782194495201 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024852838832885027 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.0024852838832885027, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024852838832885027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2732948362827301, + 0.08801643550395966, + 0.09385477751493454, + 0.052735283970832825, + 0.038580745458602905, + 0.0399465337395668, + 0.1989378035068512, + 0.0823877826333046, + 0.06908086687326431, + 0.06316490471363068 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0024852838832885027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807928413152695 + ], + "opposite_logprob_tokens": [ + -3.288079261779785 + ], + "logprob_reward": -0.03807928413152695, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807928413152695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528351902961731, + 0.10364796966314316, + 0.07673076540231705, + 0.0839327946305275, + 0.06490673869848251, + 0.11539281159639359, + 0.15710030496120453, + 0.06870738416910172, + 0.12902779877185822, + 0.047718290239572525 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.03807928413152695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, low-angle, handheld, Steadicam tracking shot closely follows a young woman as she dashes with agility and power through the ruins of an ancient castle, densely covered in vines. Her dark brown hair, worn in a high ponytail, a few sweat-soaked strands plastered to her face in a focused, anxious state. Her lips are pursed, and her eyes scan the obstacle-filled path ahead with a sharp gaze. She wears a fitted charcoal gray overalls, sleeves casually rolled to the elbows, and a pair of worn brown leather hiking boots. Each step is precise and swift over the scattered rubble and broken stone pillars. Golden afternoon sunlight filters through the crumbling Gothic arches and gaping stone walls overhead, slicing through the air thick with ancient dust, creating distinct, Tyndall-effect beams that oscillate with the camera's movement, casting shifting, dappled shadows across the ancient stone pavement. The entire image is imbued with a cinematic quality, with sharp focus and a subtle sense of film grain, perfectly capturing the dynamic beauty and suspenseful tension of this thrilling chase.", + "seed": 13355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_3540_seed_13355_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02604727274738252, + "vlm_logprob": -0.02604727274738252, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02604727274738252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03864601254463196 + ], + "opposite_logprob_tokens": [ + -3.2886459827423096 + ], + "logprob_reward": -0.03864601254463196, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03864601254463196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10281950235366821, + 0.10284401476383209, + 0.17332059144973755, + 0.06283349543809891, + 0.0817774310708046, + 0.18033649027347565, + 0.02308690920472145, + 0.10938021540641785, + 0.07466812431812286, + 0.08893320709466934 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.03864601254463196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290403187274933 + ], + "opposite_logprob_tokens": [ + -3.7732903957366943 + ], + "logprob_reward": -0.023290403187274933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290403187274933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07167452573776245, + 0.06700906902551651, + 0.10599717497825623, + 0.042278584092855453, + 0.03191765770316124, + 0.03331064432859421, + 0.19753298163414001, + 0.04718742147088051, + 0.3539322316646576, + 0.049159761518239975 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.023290403187274933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054878011345863 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.016054878011345863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054878011345863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15562251210212708, + 0.07708024233579636, + 0.4104582369327545, + 0.11517853289842606, + 0.03648852929472923, + 0.05074901506304741, + 0.02798248454928398, + 0.02133904956281185, + 0.07804644852876663, + 0.02705501578748226 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.016054878011345863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1339435577392578, + 0.046173546463251114, + 0.16528606414794922, + 0.12061446160078049, + 0.09560087323188782, + 0.061715610325336456, + 0.02437930554151535, + 0.2359951287508011, + 0.08880975842475891, + 0.027481701225042343 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0036126605700701475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048632409423589706 + ], + "opposite_logprob_tokens": [ + -3.0486323833465576 + ], + "logprob_reward": -0.048632409423589706, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048632409423589706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10843825340270996, + 0.06413102149963379, + 0.12042202055454254, + 0.07519028335809708, + 0.04000178351998329, + 0.20260415971279144, + 0.09268622100353241, + 0.08652937412261963, + 0.16885793209075928, + 0.04113892465829849 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.048632409423589706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, low-angle, handheld, Steadicam tracking shot closely follows a young woman as she dashes with agility and power through the ruins of an ancient castle, densely covered in vines. Her dark brown hair, worn in a high ponytail, a few sweat-soaked strands plastered to her face in a focused, anxious state. Her lips are pursed, and her eyes scan the obstacle-filled path ahead with a sharp gaze. She wears a fitted charcoal gray overalls, sleeves casually rolled to the elbows, and a pair of worn brown leather hiking boots. Each step is precise and swift over the scattered rubble and broken stone pillars. Golden afternoon sunlight filters through the crumbling Gothic arches and gaping stone walls overhead, slicing through the air thick with ancient dust, creating distinct, Tyndall-effect beams that oscillate with the camera's movement, casting shifting, dappled shadows across the ancient stone pavement. The entire image is imbued with a cinematic quality, with sharp focus and a subtle sense of film grain, perfectly capturing the dynamic beauty and suspenseful tension of this thrilling chase.", + "seed": 13356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_3540_seed_13356_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018993952311575413, + "vlm_logprob": -0.018993952311575413, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.018993952311575413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026837218552827835 + ], + "opposite_logprob_tokens": [ + -3.651837110519409 + ], + "logprob_reward": -0.026837218552827835, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026837218552827835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02734275721013546, + 0.044416602700948715, + 0.023211656138300896, + 0.6956105828285217, + 0.051485154777765274, + 0.03488115221261978, + 0.06617462635040283, + 0.013654126785695553, + 0.017368100583553314, + 0.025855259969830513 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.026837218552827835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583242177963257 + ], + "opposite_logprob_tokens": [ + -3.895583152770996 + ], + "logprob_reward": -0.020583242177963257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583242177963257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09353859722614288, + 0.23645639419555664, + 0.07509378343820572, + 0.1989799290895462, + 0.051776256412267685, + 0.047408200800418854, + 0.09777522832155228, + 0.05661903694272041, + 0.07898543030023575, + 0.06336718052625656 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.020583242177963257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773261845111847 + ], + "opposite_logprob_tokens": [ + -4.634773254394531 + ], + "logprob_reward": -0.009773261845111847, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773261845111847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04473462700843811, + 0.22397157549858093, + 0.0275491364300251, + 0.30679696798324585, + 0.015409166924655437, + 0.017771638929843903, + 0.31683334708213806, + 0.012297010980546474, + 0.020233027637004852, + 0.014403479173779488 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.009773261845111847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05100783333182335, + 0.05565633997321129, + 0.036008574068546295, + 0.543635368347168, + 0.02962992712855339, + 0.043740712106227875, + 0.16099265217781067, + 0.037017859518527985, + 0.02958180010318756, + 0.01272896770387888 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.004094076342880726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336819626390934 + ], + "opposite_logprob_tokens": [ + -3.408681869506836 + ], + "logprob_reward": -0.0336819626390934, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336819626390934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052540604025125504, + 0.11410696059465408, + 0.09807925671339035, + 0.3699904978275299, + 0.038906343281269073, + 0.06459343433380127, + 0.09307218343019485, + 0.08156376332044601, + 0.0469827800989151, + 0.04016416147351265 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.0336819626390934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, low-angle, handheld, Steadicam tracking shot closely follows a young woman as she dashes with agility and power through the ruins of an ancient castle, densely covered in vines. Her dark brown hair, worn in a high ponytail, a few sweat-soaked strands plastered to her face in a focused, anxious state. Her lips are pursed, and her eyes scan the obstacle-filled path ahead with a sharp gaze. She wears a fitted charcoal gray overalls, sleeves casually rolled to the elbows, and a pair of worn brown leather hiking boots. Each step is precise and swift over the scattered rubble and broken stone pillars. Golden afternoon sunlight filters through the crumbling Gothic arches and gaping stone walls overhead, slicing through the air thick with ancient dust, creating distinct, Tyndall-effect beams that oscillate with the camera's movement, casting shifting, dappled shadows across the ancient stone pavement. The entire image is imbued with a cinematic quality, with sharp focus and a subtle sense of film grain, perfectly capturing the dynamic beauty and suspenseful tension of this thrilling chase.", + "seed": 13357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000146/group_9/index_3540_seed_13357_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01903840880841017, + "vlm_logprob": -0.01903840880841017, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.01903840880841017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016886616125702858 + ], + "opposite_logprob_tokens": [ + -4.1418867111206055 + ], + "logprob_reward": -0.016886616125702858, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016886616125702858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14729490876197815, + 0.0679127648472786, + 0.06470739841461182, + 0.021550418809056282, + 0.26854637265205383, + 0.043082233518362045, + 0.018773794174194336, + 0.06479742377996445, + 0.22765107452869415, + 0.07568353414535522 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.016886616125702858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289121687412262 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289121687412262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289121687412262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14996051788330078, + 0.19777919352054596, + 0.03371031582355499, + 0.033828627318143845, + 0.13044169545173645, + 0.13976448774337769, + 0.04567192122340202, + 0.05628076195716858, + 0.049102917313575745, + 0.16345958411693573 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.023289121687412262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067289662547409534 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.0067289662547409534, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067289662547409534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2222282737493515, + 0.2913459837436676, + 0.0470886304974556, + 0.025334693491458893, + 0.04449990764260292, + 0.049951665103435516, + 0.03236024081707001, + 0.1078888401389122, + 0.08714395761489868, + 0.09215780347585678 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0067289662547409534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249288398772478 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249288398772478, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249288398772478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855851113796234, + 0.5095011591911316, + 0.024060875177383423, + 0.05159090831875801, + 0.03774736076593399, + 0.03295109048485756, + 0.035987161099910736, + 0.025550924241542816, + 0.04019097238779068, + 0.05683452636003494 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005249288398772478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with dark brown hair in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing charcoal gray overalls with sleeves rolled to the elbows and brown leather hiking boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the ruins of an ancient castle covered in vines with scattered rubble and broken stone pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through arches to create distinct beams of light and dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle handheld Steadicam tracking shot following the woman as she dashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303805157542229 + ], + "opposite_logprob_tokens": [ + -3.1680381298065186 + ], + "logprob_reward": -0.04303805157542229, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303805157542229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2494218349456787, + 0.1242893859744072, + 0.08390238136053085, + 0.10670989006757736, + 0.06400492042303085, + 0.13449892401695251, + 0.043211761862039566, + 0.0726189836859703, + 0.0568733774125576, + 0.06446853280067444 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.04303805157542229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_tensor([2212, 2212])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_tensor([2212, 2212])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..376cf34c3df92678d92d08ed19166329f478884c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_tensor([2212, 2212])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up time-lapse shot, shot from an extremely low angle, captures a beam of warm golden sunlight filtering through an old window, slanting across the weathered, dark brown wooden floor. Motes of dust dancing in the air are clearly visible in the beam, creating a beautiful Tyndall effect. From the varying widths of the floorboards, several slender, tender green vines cautiously poke their heads, their newly formed, microscopically hairy tendrils appearing translucent in the light. As time passes, these vines ascend with a steady and leisurely rhythm, their heart-shaped leaves slowly unfurling in the light, their emerald green appearing strikingly vibrant against the dark, scratched wood flooring. Tensors tentatively dance in the air before gracefully grasping the rough surface of the wood, winding their way along the distinct grain toward the center of the spot of light. The entire scene, shrouded in profound tranquility, evokes a tenacious vitality, creating a magical realist atmosphere of time condensed and life quietly reawakening.", + "seed": 5570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_2212_seed_5570_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012402000231668353, + "vlm_logprob": -0.012402000231668353, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.012402000231668353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034397248178720474 + ], + "opposite_logprob_tokens": [ + -3.5343973636627197 + ], + "logprob_reward": -0.034397248178720474, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.034397248178720474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16702325642108917, + 0.06050064042210579, + 0.04569002985954285, + 0.08416406810283661, + 0.14246635138988495, + 0.07010236382484436, + 0.11487521976232529, + 0.07377590984106064, + 0.14366571605205536, + 0.0977364033460617 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.034397248178720474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015286438865587115 + ], + "opposite_logprob_tokens": [ + -6.501528739929199 + ], + "logprob_reward": -0.0015286438865587115, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015286438865587115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16220587491989136, + 0.09772360324859619, + 0.03860878199338913, + 0.1501695215702057, + 0.04120200127363205, + 0.06824057549238205, + 0.05843676999211311, + 0.060276951640844345, + 0.24678578972816467, + 0.07635009288787842 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0015286438865587115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019456282025203109 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019456282025203109, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019456282025203109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07798498868942261, + 0.03896548971533775, + 0.04173704981803894, + 0.2601763606071472, + 0.13453401625156403, + 0.05938442051410675, + 0.07706992328166962, + 0.06119260936975479, + 0.1304267793893814, + 0.11852835863828659 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.0019456282025203109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960191134363413 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960191134363413, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960191134363413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09249360859394073, + 0.04797598347067833, + 0.04902424290776253, + 0.039502087980508804, + 0.06069531664252281, + 0.09782321751117706, + 0.19462552666664124, + 0.09058604389429092, + 0.1891278624534607, + 0.13814610242843628 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.005960191134363413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178289756178856 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.018178289756178856, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178289756178856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07874757796525955, + 0.03237614035606384, + 0.03339874744415283, + 0.24799691140651703, + 0.13206271827220917, + 0.0559818260371685, + 0.08428071439266205, + 0.03145117312669754, + 0.2139442414045334, + 0.08975992351770401 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.018178289756178856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up time-lapse shot, shot from an extremely low angle, captures a beam of warm golden sunlight filtering through an old window, slanting across the weathered, dark brown wooden floor. Motes of dust dancing in the air are clearly visible in the beam, creating a beautiful Tyndall effect. From the varying widths of the floorboards, several slender, tender green vines cautiously poke their heads, their newly formed, microscopically hairy tendrils appearing translucent in the light. As time passes, these vines ascend with a steady and leisurely rhythm, their heart-shaped leaves slowly unfurling in the light, their emerald green appearing strikingly vibrant against the dark, scratched wood flooring. Tensors tentatively dance in the air before gracefully grasping the rough surface of the wood, winding their way along the distinct grain toward the center of the spot of light. The entire scene, shrouded in profound tranquility, evokes a tenacious vitality, creating a magical realist atmosphere of time condensed and life quietly reawakening.", + "seed": 5571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_2212_seed_5571_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037201896868646146, + "vlm_logprob": -0.037201896868646146, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.037201896868646146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03562832623720169 + ], + "opposite_logprob_tokens": [ + -3.410628318786621 + ], + "logprob_reward": -0.03562832623720169, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03562832623720169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06092599406838417, + 0.07300218194723129, + 0.015585335902869701, + 0.021582482382655144, + 0.18080078065395355, + 0.11297387629747391, + 0.035261210054159164, + 0.3893885910511017, + 0.06492960453033447, + 0.04554988816380501 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.03562832623720169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036919265985489 + ], + "opposite_logprob_tokens": [ + -2.3503692150115967 + ], + "logprob_reward": -0.10036919265985489, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036919265985489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21038855612277985, + 0.06032746657729149, + 0.029122235253453255, + 0.13194897770881653, + 0.11698751151561737, + 0.19066423177719116, + 0.015871761366724968, + 0.13636097311973572, + 0.02090875245630741, + 0.0874195322394371 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.10036919265985489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041035739704966545 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.0041035739704966545, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041035739704966545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14430731534957886, + 0.0344085767865181, + 0.023576559498906136, + 0.09327631443738937, + 0.27657318115234375, + 0.22814135253429413, + 0.01167147047817707, + 0.08592738211154938, + 0.07150375097990036, + 0.03061407431960106 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0041035739704966545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029844950884580612 + ], + "opposite_logprob_tokens": [ + -3.5298449993133545 + ], + "logprob_reward": -0.029844950884580612, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029844950884580612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17097608745098114, + 0.08916600793600082, + 0.04310723394155502, + 0.1238626167178154, + 0.0456097349524498, + 0.15194877982139587, + 0.009379422292113304, + 0.2416686862707138, + 0.027794264256954193, + 0.09648715704679489 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.029844950884580612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09925702214241028, + 0.05082419142127037, + 0.03834546357393265, + 0.09735406935214996, + 0.07306914031505585, + 0.1334351748228073, + 0.017826229333877563, + 0.3636133670806885, + 0.09185852110385895, + 0.034416861832141876 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.016063440591096878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up time-lapse shot, shot from an extremely low angle, captures a beam of warm golden sunlight filtering through an old window, slanting across the weathered, dark brown wooden floor. Motes of dust dancing in the air are clearly visible in the beam, creating a beautiful Tyndall effect. From the varying widths of the floorboards, several slender, tender green vines cautiously poke their heads, their newly formed, microscopically hairy tendrils appearing translucent in the light. As time passes, these vines ascend with a steady and leisurely rhythm, their heart-shaped leaves slowly unfurling in the light, their emerald green appearing strikingly vibrant against the dark, scratched wood flooring. Tensors tentatively dance in the air before gracefully grasping the rough surface of the wood, winding their way along the distinct grain toward the center of the spot of light. The entire scene, shrouded in profound tranquility, evokes a tenacious vitality, creating a magical realist atmosphere of time condensed and life quietly reawakening.", + "seed": 5572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_2212_seed_5572_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009432464744895697, + "vlm_logprob": -0.009432464744895697, + "vlm_yes_no_margin": 4.9499999523162845, + "vlm_token_credit": -0.009432464744895697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013885915279388428 + ], + "opposite_logprob_tokens": [ + -4.513885974884033 + ], + "logprob_reward": -0.013885915279388428, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013885915279388428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1931551992893219, + 0.07257180660963058, + 0.06107672303915024, + 0.038628436625003815, + 0.0749540701508522, + 0.1416296362876892, + 0.08417117595672607, + 0.14703555405139923, + 0.1258077174425125, + 0.06096966937184334 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.013885915279388428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036309524439275265 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036309524439275265, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036309524439275265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25312340259552, + 0.09929793328046799, + 0.09590001404285431, + 0.042067620903253555, + 0.050425637513399124, + 0.09755674004554749, + 0.05581151694059372, + 0.06340934336185455, + 0.1121273785829544, + 0.13028039038181305 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0036309524439275265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028228219598531723 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.0028228219598531723, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028228219598531723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10750317573547363, + 0.05230482295155525, + 0.03646555542945862, + 0.03759170323610306, + 0.06564927846193314, + 0.1543152928352356, + 0.15176677703857422, + 0.26529446244239807, + 0.04352811351418495, + 0.08558089286088943 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0028228219598531723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648322895169258 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648322895169258, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648322895169258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18354617059230804, + 0.04053300991654396, + 0.03203265368938446, + 0.04826666787266731, + 0.05612354353070259, + 0.1279812902212143, + 0.04270588234066963, + 0.14085467159748077, + 0.24655379354953766, + 0.08140228688716888 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.008648322895169258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181743111461401 + ], + "opposite_logprob_tokens": [ + -4.018174171447754 + ], + "logprob_reward": -0.0181743111461401, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181743111461401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667366862297058, + 0.07290834188461304, + 0.060398928821086884, + 0.04287427291274071, + 0.059310100972652435, + 0.0943317711353302, + 0.059625331312417984, + 0.13321560621261597, + 0.10621429234743118, + 0.10438469052314758 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0181743111461401 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up time-lapse shot, shot from an extremely low angle, captures a beam of warm golden sunlight filtering through an old window, slanting across the weathered, dark brown wooden floor. Motes of dust dancing in the air are clearly visible in the beam, creating a beautiful Tyndall effect. From the varying widths of the floorboards, several slender, tender green vines cautiously poke their heads, their newly formed, microscopically hairy tendrils appearing translucent in the light. As time passes, these vines ascend with a steady and leisurely rhythm, their heart-shaped leaves slowly unfurling in the light, their emerald green appearing strikingly vibrant against the dark, scratched wood flooring. Tensors tentatively dance in the air before gracefully grasping the rough surface of the wood, winding their way along the distinct grain toward the center of the spot of light. The entire scene, shrouded in profound tranquility, evokes a tenacious vitality, creating a magical realist atmosphere of time condensed and life quietly reawakening.", + "seed": 5573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_0/index_2212_seed_5573_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010300610051490366, + "vlm_logprob": -0.010300610051490366, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010300610051490366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011980129405856133 + ], + "opposite_logprob_tokens": [ + -4.636980056762695 + ], + "logprob_reward": -0.011980129405856133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011980129405856133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15982656180858612, + 0.04783329740166664, + 0.08255776017904282, + 0.16418766975402832, + 0.11255591362714767, + 0.0806032121181488, + 0.08729208260774612, + 0.14348925650119781, + 0.04240662604570389, + 0.07924763113260269 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.011980129405856133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970382131636143 + ], + "opposite_logprob_tokens": [ + -5.130970478057861 + ], + "logprob_reward": -0.005970382131636143, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005970382131636143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14277414977550507, + 0.057913992553949356, + 0.257258802652359, + 0.29626545310020447, + 0.03673325479030609, + 0.04348576441407204, + 0.03776615858078003, + 0.04786618798971176, + 0.03095155768096447, + 0.04898468032479286 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.005970382131636143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001946698990650475 + ], + "opposite_logprob_tokens": [ + -6.251946926116943 + ], + "logprob_reward": -0.001946698990650475, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001946698990650475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17524057626724243, + 0.09728717058897018, + 0.14018847048282623, + 0.1378781497478485, + 0.08886058628559113, + 0.05807819589972496, + 0.06215057522058487, + 0.0545404814183712, + 0.0599881075322628, + 0.12578769028186798 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.001946698990650475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052670761942863464 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.0052670761942863464, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052670761942863464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15886951982975006, + 0.05536610260605812, + 0.16915355622768402, + 0.16276097297668457, + 0.07604259252548218, + 0.08689375966787338, + 0.07504487037658691, + 0.04130537807941437, + 0.0655730590224266, + 0.10899011790752411 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.0052670761942863464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up time-lapse captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a beam of warm golden sunlight filtering through an old window and slanting across a weathered, dark brown wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slender green vines with heart-shaped leaves visible ascending and unfurling on the floorboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are motes of dust visible dancing in the light beam, and do translucent tendrils appear to grasp the wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the vines and tendrils move with a steady, leisurely rhythm as they wind along the wood grain toward the center of the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338763535022736 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338763535022736, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338763535022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13732588291168213, + 0.06213957443833351, + 0.06832730025053024, + 0.23684577643871307, + 0.08977842330932617, + 0.07398282736539841, + 0.042435336858034134, + 0.05179738998413086, + 0.12142488360404968, + 0.11594259738922119 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.026338763535022736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_tensor([848, 848])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_tensor([848, 848])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4769804a362c5bcd317eeb4c5a08b04008f0888f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_tensor([848, 848])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in a breathtakingly high-speed phantom camera style, a medium shot gracefully circles a high school boy with short, unkempt hair, standing on the rough surface of a city rooftop. The camera's movement is smooth and deliberate, circling him while his own movements unfold in extreme slow motion. He wears a standard white button-down school shirt, the thin fabric fluttering gently in an invisible breeze, and dark trousers. His pose is contemplative, his hands resting lightly on the cold metal safety railing. Illuminated by the cool, ethereal light above and the warm, ambient light of the sprawling city below, his face is etched with a profound sense of exploration; his forehead is slightly wrinkled, his eyes wide as he surveys the sky, his lips barely parted, as if on the verge of a question. In stark and breathtaking contrast to his nearly frozen state, the entire Milky Way galaxy rotates rapidly, time-lapse, across the celestial dome. A dazzling, majestic sweep of vibrant purples, deep blues, and stellar dust paints the sky as a scene of movement. This juxtaposition creates a powerful, awe-inspiring atmosphere of fleeting moments of human introspection contrasted with the vast, indifferent passage of cosmic time.", + "seed": 2288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_848_seed_2288_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11001224927604199, + "vlm_logprob": -0.11001224927604199, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.11001224927604199, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16080932319164276 + ], + "opposite_logprob_tokens": [ + -1.9108092784881592 + ], + "logprob_reward": -0.16080932319164276, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16080932319164276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5270720720291138, + 0.24810586869716644, + 0.05414290726184845, + 0.0659804418683052, + 0.029201660305261612, + 0.00984765775501728, + 0.016950899735093117, + 0.016126209869980812, + 0.017960170283913612, + 0.014612063765525818 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.16080932319164276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254983339458704 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.01254983339458704, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254983339458704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17166884243488312, + 0.03447340801358223, + 0.14604030549526215, + 0.013602279126644135, + 0.5382229089736938, + 0.023675022646784782, + 0.014923879876732826, + 0.01139455009251833, + 0.029442360624670982, + 0.016556423157453537 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.01254983339458704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486560583114624 + ], + "opposite_logprob_tokens": [ + -1.2236560583114624 + ], + "logprob_reward": -0.3486560583114624, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486560583114624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1929122507572174, + 0.08874057978391647, + 0.13267464935779572, + 0.0536528006196022, + 0.23810319602489471, + 0.027218619361519814, + 0.022033212706446648, + 0.04238797351717949, + 0.13120467960834503, + 0.07107207924127579 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.3486560583114624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21948760747909546, + 0.059614572674036026, + 0.05169683322310448, + 0.11158242076635361, + 0.11387676745653152, + 0.015149367973208427, + 0.030578864738345146, + 0.05243322253227234, + 0.14388485252857208, + 0.2016954869031906 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.001711214892566204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334816589951515 + ], + "opposite_logprob_tokens": [ + -3.651334762573242 + ], + "logprob_reward": -0.026334816589951515, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334816589951515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2958947420120239, + 0.1100538820028305, + 0.08797099441289902, + 0.09776577353477478, + 0.10682415217161179, + 0.057940222322940826, + 0.06165669113397598, + 0.0304097943007946, + 0.10530056059360504, + 0.04618313908576965 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026334816589951515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a breathtakingly high-speed phantom camera style, a medium shot gracefully circles a high school boy with short, unkempt hair, standing on the rough surface of a city rooftop. The camera's movement is smooth and deliberate, circling him while his own movements unfold in extreme slow motion. He wears a standard white button-down school shirt, the thin fabric fluttering gently in an invisible breeze, and dark trousers. His pose is contemplative, his hands resting lightly on the cold metal safety railing. Illuminated by the cool, ethereal light above and the warm, ambient light of the sprawling city below, his face is etched with a profound sense of exploration; his forehead is slightly wrinkled, his eyes wide as he surveys the sky, his lips barely parted, as if on the verge of a question. In stark and breathtaking contrast to his nearly frozen state, the entire Milky Way galaxy rotates rapidly, time-lapse, across the celestial dome. A dazzling, majestic sweep of vibrant purples, deep blues, and stellar dust paints the sky as a scene of movement. This juxtaposition creates a powerful, awe-inspiring atmosphere of fleeting moments of human introspection contrasted with the vast, indifferent passage of cosmic time.", + "seed": 2289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_848_seed_2289_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08582276655361057, + "vlm_logprob": -0.08582276655361057, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08582276655361057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14348912239074707 + ], + "opposite_logprob_tokens": [ + -2.018489122390747 + ], + "logprob_reward": -0.14348912239074707, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14348912239074707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28487181663513184, + 0.16436368227005005, + 0.11246688663959503, + 0.06138797849416733, + 0.04432082921266556, + 0.04817705601453781, + 0.03185645490884781, + 0.07031984627246857, + 0.09118708223104477, + 0.09104834496974945 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14348912239074707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812231495976448 + ], + "opposite_logprob_tokens": [ + -3.2881224155426025 + ], + "logprob_reward": -0.03812231495976448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812231495976448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22439390420913696, + 0.1040722131729126, + 0.25711140036582947, + 0.05772541090846062, + 0.03136172890663147, + 0.04045796021819115, + 0.04799111932516098, + 0.034435782581567764, + 0.05884496122598648, + 0.1436055302619934 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.03812231495976448 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559073567390442 + ], + "opposite_logprob_tokens": [ + -1.600590705871582 + ], + "logprob_reward": -0.22559073567390442, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559073567390442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3057324290275574, + 0.10992496460676193, + 0.051901690661907196, + 0.19752593338489532, + 0.025585167109966278, + 0.06202320754528046, + 0.032270945608615875, + 0.1242118552327156, + 0.0220552496612072, + 0.06876854598522186 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.22559073567390442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013344916515052319 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.0013344916515052319, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013344916515052319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6082155108451843, + 0.03382556885480881, + 0.10781651735305786, + 0.05977822095155716, + 0.03377155587077141, + 0.02872924692928791, + 0.04129975289106369, + 0.034676142036914825, + 0.008938356302678585, + 0.04294910281896591 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0013344916515052319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2082408219575882, + 0.046589210629463196, + 0.05175337567925453, + 0.22077898681163788, + 0.05417843908071518, + 0.0701482966542244, + 0.03186534345149994, + 0.10548879951238632, + 0.0527869388461113, + 0.1581697314977646 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.020577168092131615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a breathtakingly high-speed phantom camera style, a medium shot gracefully circles a high school boy with short, unkempt hair, standing on the rough surface of a city rooftop. The camera's movement is smooth and deliberate, circling him while his own movements unfold in extreme slow motion. He wears a standard white button-down school shirt, the thin fabric fluttering gently in an invisible breeze, and dark trousers. His pose is contemplative, his hands resting lightly on the cold metal safety railing. Illuminated by the cool, ethereal light above and the warm, ambient light of the sprawling city below, his face is etched with a profound sense of exploration; his forehead is slightly wrinkled, his eyes wide as he surveys the sky, his lips barely parted, as if on the verge of a question. In stark and breathtaking contrast to his nearly frozen state, the entire Milky Way galaxy rotates rapidly, time-lapse, across the celestial dome. A dazzling, majestic sweep of vibrant purples, deep blues, and stellar dust paints the sky as a scene of movement. This juxtaposition creates a powerful, awe-inspiring atmosphere of fleeting moments of human introspection contrasted with the vast, indifferent passage of cosmic time.", + "seed": 2290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_848_seed_2290_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05890425099059939, + "vlm_logprob": -0.05890425099059939, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.05890425099059939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03475642576813698 + ], + "opposite_logprob_tokens": [ + -3.4097564220428467 + ], + "logprob_reward": -0.03475642576813698, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03475642576813698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1852603256702423, + 0.07340292632579803, + 0.10773864388465881, + 0.05342751741409302, + 0.049088574945926666, + 0.0858013704419136, + 0.14879374206066132, + 0.11899685859680176, + 0.10138263553380966, + 0.07610736042261124 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.03475642576813698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600641146302223 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.020600641146302223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600641146302223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2999863922595978, + 0.09030432999134064, + 0.09634482860565186, + 0.08625207096338272, + 0.03845471888780594, + 0.15093106031417847, + 0.0969420075416565, + 0.03726578131318092, + 0.04272958263754845, + 0.06078919395804405 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.020600641146302223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558949887752533 + ], + "opposite_logprob_tokens": [ + -1.6005895137786865 + ], + "logprob_reward": -0.22558949887752533, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558949887752533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.439407080411911, + 0.07889027893543243, + 0.12874098122119904, + 0.04137219861149788, + 0.018460242077708244, + 0.06434626877307892, + 0.03504689037799835, + 0.09061037003993988, + 0.03825642168521881, + 0.06486933678388596 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.22558949887752533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010405131615698338 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010405131615698338, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010405131615698338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22413602471351624, + 0.2279719114303589, + 0.09814988076686859, + 0.057665351778268814, + 0.07822979986667633, + 0.07223979383707047, + 0.045554108917713165, + 0.032877106219530106, + 0.03801804780960083, + 0.1251579076051712 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0010405131615698338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15499886870384216, + 0.11038848757743835, + 0.07445089519023895, + 0.10954415798187256, + 0.09282030165195465, + 0.31664714217185974, + 0.03295137733221054, + 0.0426546148955822, + 0.018302515149116516, + 0.047241564840078354 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012534175999462605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a breathtakingly high-speed phantom camera style, a medium shot gracefully circles a high school boy with short, unkempt hair, standing on the rough surface of a city rooftop. The camera's movement is smooth and deliberate, circling him while his own movements unfold in extreme slow motion. He wears a standard white button-down school shirt, the thin fabric fluttering gently in an invisible breeze, and dark trousers. His pose is contemplative, his hands resting lightly on the cold metal safety railing. Illuminated by the cool, ethereal light above and the warm, ambient light of the sprawling city below, his face is etched with a profound sense of exploration; his forehead is slightly wrinkled, his eyes wide as he surveys the sky, his lips barely parted, as if on the verge of a question. In stark and breathtaking contrast to his nearly frozen state, the entire Milky Way galaxy rotates rapidly, time-lapse, across the celestial dome. A dazzling, majestic sweep of vibrant purples, deep blues, and stellar dust paints the sky as a scene of movement. This juxtaposition creates a powerful, awe-inspiring atmosphere of fleeting moments of human introspection contrasted with the vast, indifferent passage of cosmic time.", + "seed": 2291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_1/index_848_seed_2291_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03475788185605779, + "vlm_logprob": -0.03475788185605779, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03475788185605779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04915381222963333 + ], + "opposite_logprob_tokens": [ + -3.0491538047790527 + ], + "logprob_reward": -0.04915381222963333, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04915381222963333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10547447949647903, + 0.057717595249414444, + 0.055457934737205505, + 0.12242834270000458, + 0.060254573822021484, + 0.05959028750658035, + 0.27647414803504944, + 0.043725162744522095, + 0.05407936871051788, + 0.1647980958223343 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.04915381222963333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592350512742996 + ], + "opposite_logprob_tokens": [ + -3.895592451095581 + ], + "logprob_reward": -0.020592350512742996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592350512742996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11209690570831299, + 0.22605662047863007, + 0.08685308694839478, + 0.0928366482257843, + 0.06576652824878693, + 0.0304876696318388, + 0.09480086714029312, + 0.11825859546661377, + 0.030610373243689537, + 0.1422327607870102 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.020592350512742996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890476405620575 + ], + "opposite_logprob_tokens": [ + -2.46404767036438 + ], + "logprob_reward": -0.0890476405620575, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890476405620575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058983415365219116, + 0.04091636836528778, + 0.05197995528578758, + 0.04091963544487953, + 0.029971696436405182, + 0.019030973315238953, + 0.3434506952762604, + 0.2319023162126541, + 0.0538182370364666, + 0.12902678549289703 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0890476405620575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008104139124043286 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008104139124043286, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008104139124043286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06051132455468178, + 0.0495300255715847, + 0.03355350345373154, + 0.08190721273422241, + 0.029841167852282524, + 0.02769654616713524, + 0.1580144464969635, + 0.3429080843925476, + 0.028936590999364853, + 0.18710103631019592 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.0008104139124043286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, unkempt hair wearing a white button-down shirt and dark trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy standing on a rough city rooftop surface next to a metal safety railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's movement captured in extreme slow motion while the Milky Way galaxy rotates rapidly in a time-lapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky filled with a time-lapse of the Milky Way galaxy showing vibrant purples, deep blues, and stellar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot that circles the boy smoothly and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185192063450813 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185192063450813, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185192063450813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05965302512049675, + 0.049150001257658005, + 0.047026313841342926, + 0.040159400552511215, + 0.03489610552787781, + 0.04433391988277435, + 0.3379126489162445, + 0.10141134262084961, + 0.03678843006491661, + 0.2486688196659088 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.014185192063450813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_tensor([4879, 4879])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_tensor([4879, 4879])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c044f267779b33bd75d84c9bb7220dfce9df6cf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_tensor([4879, 4879])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, low-angle fisheye lens positions the viewer on the deck of a massive wooden sailing ship, ploughing through the surging waves. At the center of the frame, several heroes, clad in ornate, vintage armor, stand firm, their expressions resolute and their gazes piercing, as they gaze out upon the turbulent distance. The leading male hero, his long hair dancing wildly in the wind, draped in dark armor intricately carved with metal patterns and a thick, crimson cape. His companions, some wielding longbows, others clutching battle axes, their clothing and weapons bearing the marks of age. The fisheye lens's distortion exaggerates the curvature of the ship's hull and the towering mainsail, its canvas billowing and rustling in the fierce wind. The damp, dark wooden deck reflects the indirect, cold light of the gloomy sky, while the splashing whitewater waves all around add a sense of dynamism to the image. The color saturation of the entire picture is deliberately reduced, presenting a faded retro nostalgic film texture with obvious grain and slight dark corners, creating an epic, tragic yet hopeful expedition atmosphere.", + "seed": 7539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_4879_seed_7539_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02396461283788085, + "vlm_logprob": -0.02396461283788085, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02396461283788085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010831019841134548 + ], + "opposite_logprob_tokens": [ + -5.010830879211426 + ], + "logprob_reward": -0.010831019841134548, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.010831019841134548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848561316728592, + 0.30348625779151917, + 0.07854924350976944, + 0.0591479055583477, + 0.09396909177303314, + 0.037097055464982986, + 0.04675144702196121, + 0.08351226896047592, + 0.041585225611925125, + 0.07104534655809402 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.010831019841134548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649533916264772 + ], + "opposite_logprob_tokens": [ + -4.8826494216918945 + ], + "logprob_reward": -0.007649533916264772, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649533916264772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1050066128373146, + 0.21859559416770935, + 0.11166676133871078, + 0.10257904976606369, + 0.11106231808662415, + 0.06759509444236755, + 0.05638081580400467, + 0.07599883526563644, + 0.06264284998178482, + 0.08847204595804214 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.007649533916264772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351187378168106 + ], + "opposite_logprob_tokens": [ + -3.6513512134552 + ], + "logprob_reward": -0.026351187378168106, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351187378168106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08131536096334457, + 0.30468156933784485, + 0.099976547062397, + 0.1370743364095688, + 0.05530228465795517, + 0.030927516520023346, + 0.06811081618070602, + 0.11145740747451782, + 0.04340558126568794, + 0.06774848699569702 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.026351187378168106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486450120806694 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.0486450120806694, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486450120806694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09907226264476776, + 0.3324282765388489, + 0.07771158218383789, + 0.07208993285894394, + 0.10308901965618134, + 0.037658415734767914, + 0.022071044892072678, + 0.12123073637485504, + 0.07226090133190155, + 0.06238783150911331 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.0486450120806694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12460406869649887, + 0.2608526945114136, + 0.08610275387763977, + 0.11709322780370712, + 0.11788299679756165, + 0.035119589418172836, + 0.03622303158044815, + 0.12942874431610107, + 0.048423923552036285, + 0.044268976897001266 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02634631097316742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle fisheye lens positions the viewer on the deck of a massive wooden sailing ship, ploughing through the surging waves. At the center of the frame, several heroes, clad in ornate, vintage armor, stand firm, their expressions resolute and their gazes piercing, as they gaze out upon the turbulent distance. The leading male hero, his long hair dancing wildly in the wind, draped in dark armor intricately carved with metal patterns and a thick, crimson cape. His companions, some wielding longbows, others clutching battle axes, their clothing and weapons bearing the marks of age. The fisheye lens's distortion exaggerates the curvature of the ship's hull and the towering mainsail, its canvas billowing and rustling in the fierce wind. The damp, dark wooden deck reflects the indirect, cold light of the gloomy sky, while the splashing whitewater waves all around add a sense of dynamism to the image. The color saturation of the entire picture is deliberately reduced, presenting a faded retro nostalgic film texture with obvious grain and slight dark corners, creating an epic, tragic yet hopeful expedition atmosphere.", + "seed": 7540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_4879_seed_7540_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0459007203578949, + "vlm_logprob": -0.0459007203578949, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.0459007203578949, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036469463258981705 + ], + "opposite_logprob_tokens": [ + -3.9114694595336914 + ], + "logprob_reward": -0.036469463258981705, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.036469463258981705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3359365165233612, + 0.05388703942298889, + 0.051370974630117416, + 0.1141163781285286, + 0.0748811587691307, + 0.06648728251457214, + 0.11515079438686371, + 0.07167718559503555, + 0.041792720556259155, + 0.0746999979019165 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.036469463258981705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332010120153427 + ], + "opposite_logprob_tokens": [ + -3.773320198059082 + ], + "logprob_reward": -0.02332010120153427, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332010120153427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2965177595615387, + 0.08938021957874298, + 0.04645996913313866, + 0.10320303589105606, + 0.1593693494796753, + 0.024499686434864998, + 0.06526698917150497, + 0.06178628280758858, + 0.01719486340880394, + 0.13632188737392426 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.02332010120153427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351653039455414 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351653039455414, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351653039455414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3576429486274719, + 0.09252317249774933, + 0.02488528937101364, + 0.11015644669532776, + 0.11495199799537659, + 0.03871620073914528, + 0.07226040959358215, + 0.07650745660066605, + 0.021075807511806488, + 0.09128031879663467 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.026351653039455414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030503571033478 + ], + "opposite_logprob_tokens": [ + -2.3503050804138184 + ], + "logprob_reward": -0.10030503571033478, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030503571033478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708296239376068, + 0.049023814499378204, + 0.04709171876311302, + 0.13762815296649933, + 0.16023561358451843, + 0.03945688530802727, + 0.08663193881511688, + 0.0670570433139801, + 0.07178932428359985, + 0.17025592923164368 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10030503571033478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305734857916832 + ], + "opposite_logprob_tokens": [ + -3.168057441711426 + ], + "logprob_reward": -0.04305734857916832, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305734857916832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47632506489753723, + 0.059351880103349686, + 0.028870688751339912, + 0.06155521795153618, + 0.07012072205543518, + 0.038878556340932846, + 0.0728306695818901, + 0.06305050849914551, + 0.021895386278629303, + 0.10712134093046188 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.04305734857916832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle fisheye lens positions the viewer on the deck of a massive wooden sailing ship, ploughing through the surging waves. At the center of the frame, several heroes, clad in ornate, vintage armor, stand firm, their expressions resolute and their gazes piercing, as they gaze out upon the turbulent distance. The leading male hero, his long hair dancing wildly in the wind, draped in dark armor intricately carved with metal patterns and a thick, crimson cape. His companions, some wielding longbows, others clutching battle axes, their clothing and weapons bearing the marks of age. The fisheye lens's distortion exaggerates the curvature of the ship's hull and the towering mainsail, its canvas billowing and rustling in the fierce wind. The damp, dark wooden deck reflects the indirect, cold light of the gloomy sky, while the splashing whitewater waves all around add a sense of dynamism to the image. The color saturation of the entire picture is deliberately reduced, presenting a faded retro nostalgic film texture with obvious grain and slight dark corners, creating an epic, tragic yet hopeful expedition atmosphere.", + "seed": 7541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_4879_seed_7541_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014548837672919035, + "vlm_logprob": -0.014548837672919035, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.014548837672919035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008438053540885448 + ], + "opposite_logprob_tokens": [ + -5.7584381103515625 + ], + "logprob_reward": -0.008438053540885448, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.008438053540885448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14469265937805176, + 0.14269937574863434, + 0.050252772867679596, + 0.04439755529165268, + 0.043818891048431396, + 0.04188445955514908, + 0.03524186834692955, + 0.025992894545197487, + 0.4121648371219635, + 0.05885463207960129 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008438053540885448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655356053262949 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.004655356053262949, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655356053262949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16292081773281097, + 0.05252125859260559, + 0.1005811020731926, + 0.1159927025437355, + 0.06727474182844162, + 0.036577146500349045, + 0.03263727203011513, + 0.030679207295179367, + 0.32101887464523315, + 0.0797969326376915 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.004655356053262949 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1372409164905548, + 0.06026653200387955, + 0.03547722473740578, + 0.0921945869922638, + 0.06730847805738449, + 0.036080680787563324, + 0.07464057207107544, + 0.04404040053486824, + 0.3669304847717285, + 0.08582010865211487 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.018187422305345535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328108623623848 + ], + "opposite_logprob_tokens": [ + -3.7732810974121094 + ], + "logprob_reward": -0.02328108623623848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328108623623848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16485945880413055, + 0.06805327534675598, + 0.062584787607193, + 0.22474472224712372, + 0.12263897061347961, + 0.0421021468937397, + 0.057395126670598984, + 0.06897354871034622, + 0.1324053406715393, + 0.05624263361096382 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.02328108623623848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09956098347902298, + 0.051307424902915955, + 0.0328805074095726, + 0.026066940277814865, + 0.027179230004549026, + 0.01980646327137947, + 0.06532847136259079, + 0.01774813048541546, + 0.2707127034664154, + 0.3894091844558716 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.018182270228862762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle fisheye lens positions the viewer on the deck of a massive wooden sailing ship, ploughing through the surging waves. At the center of the frame, several heroes, clad in ornate, vintage armor, stand firm, their expressions resolute and their gazes piercing, as they gaze out upon the turbulent distance. The leading male hero, his long hair dancing wildly in the wind, draped in dark armor intricately carved with metal patterns and a thick, crimson cape. His companions, some wielding longbows, others clutching battle axes, their clothing and weapons bearing the marks of age. The fisheye lens's distortion exaggerates the curvature of the ship's hull and the towering mainsail, its canvas billowing and rustling in the fierce wind. The damp, dark wooden deck reflects the indirect, cold light of the gloomy sky, while the splashing whitewater waves all around add a sense of dynamism to the image. The color saturation of the entire picture is deliberately reduced, presenting a faded retro nostalgic film texture with obvious grain and slight dark corners, creating an epic, tragic yet hopeful expedition atmosphere.", + "seed": 7542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_10/index_4879_seed_7542_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025947348587214945, + "vlm_logprob": -0.025947348587214945, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.025947348587214945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006758923642337322 + ], + "opposite_logprob_tokens": [ + -5.256758689880371 + ], + "logprob_reward": -0.006758923642337322, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006758923642337322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3746786117553711, + 0.16528888046741486, + 0.08619911223649979, + 0.0538005530834198, + 0.1666487753391266, + 0.045520830899477005, + 0.026235386729240417, + 0.014677522704005241, + 0.026537658646702766, + 0.04041268303990364 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.006758923642337322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212341979146004 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212341979146004, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212341979146004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11776881664991379, + 0.1325782686471939, + 0.13184407353401184, + 0.0725221261382103, + 0.2827889621257782, + 0.10599266737699509, + 0.025711720809340477, + 0.012710985727608204, + 0.03155513107776642, + 0.0865272730588913 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.014212341979146004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27496805787086487, + 0.21270936727523804, + 0.05659498646855354, + 0.08251953125, + 0.09973733872175217, + 0.07433601468801498, + 0.022806325927376747, + 0.05067756772041321, + 0.08243273198604584, + 0.04321815073490143 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008637567982077599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203416734933853 + ], + "opposite_logprob_tokens": [ + -2.8120341300964355 + ], + "logprob_reward": -0.06203416734933853, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203416734933853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15602518618106842, + 0.30600666999816895, + 0.05809880420565605, + 0.041053351014852524, + 0.10809508711099625, + 0.07912952452898026, + 0.08396696299314499, + 0.020994048565626144, + 0.042357370257377625, + 0.1042729839682579 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.06203416734933853 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle with a fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are several heroes wearing ornate vintage armor visible on the deck of a massive wooden sailing ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the leading male hero depicted with long hair, dark armor with metal patterns, and a thick crimson cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are companions visible wielding longbows or battle axes on the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit a faded retro nostalgic film texture with obvious grain and slight dark corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809374198317528 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809374198317528, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809374198317528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2127232849597931, + 0.1488414853811264, + 0.10967254638671875, + 0.05515841767191887, + 0.14562687277793884, + 0.030229385942220688, + 0.030964164063334465, + 0.03393484652042389, + 0.04041767120361328, + 0.19243136048316956 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03809374198317528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_tensor([1756, 1756])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_tensor([1756, 1756])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5c6b7296f366c01342d4f95f59c77a50108ee6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_tensor([1756, 1756])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static medium shot captures a rain-slicked, narrow alleyway in a sprawling cyberpunk cityscape, rendered in stunningly photorealistic CGI. The scene is drenched in a pulsating glow of magenta and cyan neon emanating from an unseen source above, casting long, deep shadows across the grimy, graffiti-covered concrete walls. At the center of the frame, a four-legged robot dog crouches on the ground, its chassis constructed from interlocking, scuffed panels of gunmetal gray and matte black. Its optical sensors emit a harsh electric blue, casting a faint, partial glow on its snout as it steadily and deliberately gnaws at a piece of abandoned high-tech machinery—a cracked server casing, revealing gleaming circuit boards. Its jagged metal jaws grind with mechanical force, and with each powerful bite, its head twitches, sending a trail of tiny sparks into the humid air. Suddenly, the massive, fast-moving shadow of a hovercraft passing overhead sweeps across the scene from left to right, momentarily plunging the alley into near-total darkness before vibrant neon floods back in, its dynamic shifts highlighting the intricate details of the robot’s articulated limbs and the textured sheen of its metal frame against the wet, reflective ground.", + "seed": 15316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_1756_seed_15316_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10563597669824958, + "vlm_logprob": -0.10563597669824958, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.10563597669824958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06253989785909653 + ], + "opposite_logprob_tokens": [ + -2.81253981590271 + ], + "logprob_reward": -0.06253989785909653, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06253989785909653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4569494426250458, + 0.053962498903274536, + 0.07880591601133347, + 0.03816668316721916, + 0.04035215824842453, + 0.031226539984345436, + 0.04134823754429817, + 0.1472112387418747, + 0.06199347600340843, + 0.04998380318284035 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.06253989785909653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1495259702205658, + 0.09798353165388107, + 0.07545741647481918, + 0.0700359046459198, + 0.07838837802410126, + 0.10679204761981964, + 0.044338881969451904, + 0.05917805805802345, + 0.1765669286251068, + 0.14173279702663422 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.020585110411047935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253676600754261 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253676600754261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253676600754261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11207027733325958, + 0.3256590664386749, + 0.07176124304533005, + 0.06597274541854858, + 0.11997780203819275, + 0.0650004968047142, + 0.05187556892633438, + 0.05975008383393288, + 0.07656053453683853, + 0.051372162997722626 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01253676600754261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615036141127348 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003615036141127348, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615036141127348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3016730844974518, + 0.09895463287830353, + 0.07073206454515457, + 0.058054544031620026, + 0.07021242380142212, + 0.07056819647550583, + 0.09037244319915771, + 0.08215350657701492, + 0.0956416204571724, + 0.06163748726248741 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003615036141127348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890307307243347 + ], + "opposite_logprob_tokens": [ + -1.0539031028747559 + ], + "logprob_reward": -0.42890307307243347, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42890307307243347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2852289378643036, + 0.08514831960201263, + 0.09702178090810776, + 0.062334105372428894, + 0.07497642189264297, + 0.12164118885993958, + 0.09149345010519028, + 0.06944140046834946, + 0.05769973248243332, + 0.05501459911465645 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.42890307307243347 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a rain-slicked, narrow alleyway in a sprawling cyberpunk cityscape, rendered in stunningly photorealistic CGI. The scene is drenched in a pulsating glow of magenta and cyan neon emanating from an unseen source above, casting long, deep shadows across the grimy, graffiti-covered concrete walls. At the center of the frame, a four-legged robot dog crouches on the ground, its chassis constructed from interlocking, scuffed panels of gunmetal gray and matte black. Its optical sensors emit a harsh electric blue, casting a faint, partial glow on its snout as it steadily and deliberately gnaws at a piece of abandoned high-tech machinery—a cracked server casing, revealing gleaming circuit boards. Its jagged metal jaws grind with mechanical force, and with each powerful bite, its head twitches, sending a trail of tiny sparks into the humid air. Suddenly, the massive, fast-moving shadow of a hovercraft passing overhead sweeps across the scene from left to right, momentarily plunging the alley into near-total darkness before vibrant neon floods back in, its dynamic shifts highlighting the intricate details of the robot’s articulated limbs and the textured sheen of its metal frame against the wet, reflective ground.", + "seed": 15317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_1756_seed_15317_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08193186549469829, + "vlm_logprob": -0.08193186549469829, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08193186549469829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07998134195804596 + ], + "opposite_logprob_tokens": [ + -2.5799813270568848 + ], + "logprob_reward": -0.07998134195804596, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07998134195804596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3365325629711151, + 0.060161277651786804, + 0.09637230634689331, + 0.027490997686982155, + 0.2009759396314621, + 0.02342425286769867, + 0.07755445688962936, + 0.03011876717209816, + 0.02851584181189537, + 0.11885356903076172 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07998134195804596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347355917096138 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.026347355917096138, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347355917096138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10006150603294373, + 0.052988968789577484, + 0.3108314871788025, + 0.043272554874420166, + 0.20932874083518982, + 0.027216807007789612, + 0.028664225712418556, + 0.03515258803963661, + 0.023162750527262688, + 0.16932040452957153 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.026347355917096138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606660895049572 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606660895049572, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606660895049572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22073033452033997, + 0.06836458295583725, + 0.097498320043087, + 0.026218220591545105, + 0.26612982153892517, + 0.031666532158851624, + 0.027767999097704887, + 0.04856085032224655, + 0.021253496408462524, + 0.19180987775325775 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.01606660895049572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949051585048437 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949051585048437, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949051585048437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19397346675395966, + 0.0399605967104435, + 0.04963210970163345, + 0.03745518997311592, + 0.15603283047676086, + 0.021551473066210747, + 0.016366291791200638, + 0.03231973201036453, + 0.030311966314911842, + 0.42239639163017273 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.005949051585048437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813149690628052 + ], + "opposite_logprob_tokens": [ + -1.4063149690628052 + ], + "logprob_reward": -0.2813149690628052, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813149690628052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11811888962984085, + 0.029357703402638435, + 0.10716348141431808, + 0.05130857601761818, + 0.04163885489106178, + 0.01605493575334549, + 0.019154153764247894, + 0.049519989639520645, + 0.03382456302642822, + 0.5338588953018188 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.2813149690628052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a rain-slicked, narrow alleyway in a sprawling cyberpunk cityscape, rendered in stunningly photorealistic CGI. The scene is drenched in a pulsating glow of magenta and cyan neon emanating from an unseen source above, casting long, deep shadows across the grimy, graffiti-covered concrete walls. At the center of the frame, a four-legged robot dog crouches on the ground, its chassis constructed from interlocking, scuffed panels of gunmetal gray and matte black. Its optical sensors emit a harsh electric blue, casting a faint, partial glow on its snout as it steadily and deliberately gnaws at a piece of abandoned high-tech machinery—a cracked server casing, revealing gleaming circuit boards. Its jagged metal jaws grind with mechanical force, and with each powerful bite, its head twitches, sending a trail of tiny sparks into the humid air. Suddenly, the massive, fast-moving shadow of a hovercraft passing overhead sweeps across the scene from left to right, momentarily plunging the alley into near-total darkness before vibrant neon floods back in, its dynamic shifts highlighting the intricate details of the robot’s articulated limbs and the textured sheen of its metal frame against the wet, reflective ground.", + "seed": 15318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_1756_seed_15318_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15470307758077978, + "vlm_logprob": -0.15470307758077978, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.15470307758077978, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1138022243976593 + ], + "opposite_logprob_tokens": [ + -2.238802194595337 + ], + "logprob_reward": -0.1138022243976593, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1138022243976593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623732388019562, + 0.03177594766020775, + 0.0288140419870615, + 0.05016624182462692, + 0.14384084939956665, + 0.03266031667590141, + 0.0505080372095108, + 0.18080413341522217, + 0.15874770283699036, + 0.060309480875730515 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.1138022243976593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15226994454860687, + 0.07145372778177261, + 0.05477917566895485, + 0.1336672604084015, + 0.127992182970047, + 0.08471477776765823, + 0.055283866822719574, + 0.1364869922399521, + 0.06993885338306427, + 0.11341319978237152 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10554671287536621, + 0.07726632803678513, + 0.07646651566028595, + 0.07172899693250656, + 0.2431863695383072, + 0.09667301177978516, + 0.04912213608622551, + 0.08684469759464264, + 0.1142522543668747, + 0.07891304790973663 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15457649528980255, + 0.03401200845837593, + 0.0544603131711483, + 0.02176978439092636, + 0.05826519802212715, + 0.021421216428279877, + 0.0398460254073143, + 0.115315742790699, + 0.3675260841846466, + 0.132807195186615 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007628949359059334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328032612800598 + ], + "opposite_logprob_tokens": [ + -0.7578032612800598 + ], + "logprob_reward": -0.6328032612800598, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328032612800598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0998941957950592, + 0.080336794257164, + 0.052019987255334854, + 0.029917577281594276, + 0.12585368752479553, + 0.02556191384792328, + 0.019308900460600853, + 0.19177524745464325, + 0.22331087291240692, + 0.15202084183692932 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.6328032612800598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a rain-slicked, narrow alleyway in a sprawling cyberpunk cityscape, rendered in stunningly photorealistic CGI. The scene is drenched in a pulsating glow of magenta and cyan neon emanating from an unseen source above, casting long, deep shadows across the grimy, graffiti-covered concrete walls. At the center of the frame, a four-legged robot dog crouches on the ground, its chassis constructed from interlocking, scuffed panels of gunmetal gray and matte black. Its optical sensors emit a harsh electric blue, casting a faint, partial glow on its snout as it steadily and deliberately gnaws at a piece of abandoned high-tech machinery—a cracked server casing, revealing gleaming circuit boards. Its jagged metal jaws grind with mechanical force, and with each powerful bite, its head twitches, sending a trail of tiny sparks into the humid air. Suddenly, the massive, fast-moving shadow of a hovercraft passing overhead sweeps across the scene from left to right, momentarily plunging the alley into near-total darkness before vibrant neon floods back in, its dynamic shifts highlighting the intricate details of the robot’s articulated limbs and the textured sheen of its metal frame against the wet, reflective ground.", + "seed": 15319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_11/index_1756_seed_15319_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14403007533401252, + "vlm_logprob": -0.14403007533401252, + "vlm_yes_no_margin": 3.099999952316284, + "vlm_token_credit": -0.14403007533401252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25289902091026306 + ], + "opposite_logprob_tokens": [ + -1.5028990507125854 + ], + "logprob_reward": -0.25289902091026306, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25289902091026306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12444677948951721, + 0.02270142175257206, + 0.051747288554906845, + 0.04224986582994461, + 0.09129562973976135, + 0.24857664108276367, + 0.04855578392744064, + 0.032780230045318604, + 0.05196061357855797, + 0.2856857478618622 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.25289902091026306 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0770692452788353, + 0.053631898015737534, + 0.06800403445959091, + 0.04100179299712181, + 0.26871588826179504, + 0.1491367220878601, + 0.05631249397993088, + 0.1261102557182312, + 0.051759280264377594, + 0.10825833678245544 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0181919876486063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12285946309566498, + 0.05411238968372345, + 0.17439500987529755, + 0.07097931951284409, + 0.2151705026626587, + 0.08773539960384369, + 0.09061477333307266, + 0.07514464855194092, + 0.0650968849658966, + 0.04389160871505737 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093601368367672 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093601368367672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093601368367672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056979767978191376, + 0.021667148917913437, + 0.06998993456363678, + 0.046200551092624664, + 0.06200196221470833, + 0.07418704777956009, + 0.05089518427848816, + 0.013701291754841805, + 0.02914987877011299, + 0.5752272009849548 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.004093601368367672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a narrow alleyway in a cyberpunk cityscape with rain-slicked, graffiti-covered concrete walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a four-legged robot dog crouching at the center of the frame, gnawing on a cracked server casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot dog have a gunmetal gray and matte black chassis with optical sensors emitting electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by pulsating magenta and cyan neon light casting long, deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a massive shadow of a hovercraft sweep across the scene from left to right, momentarily plunging the alley into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889857292175293 + ], + "opposite_logprob_tokens": [ + -1.053898572921753 + ], + "logprob_reward": -0.42889857292175293, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889857292175293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05673703923821449, + 0.025503946468234062, + 0.09264516830444336, + 0.03193680942058563, + 0.033101342618465424, + 0.19722388684749603, + 0.020070811733603477, + 0.013900073245167732, + 0.017118392512202263, + 0.5117624998092651 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.42889857292175293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_tensor([1605, 1605])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_tensor([1605, 1605])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..607587749eb0b768563381c0727a5ea4fe146972 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_tensor([1605, 1605])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, first-person handheld camera shot oscillates forward through a vast, abstract digital space constructed in a low-poly style. At the center of the image is a vast information flow representing the Sina portal website. A majestic cuboid, composed of countless tiny, low-polygonal facets gleaming in the signature Sina red and dotted with blue and white dots, it hovers in the pitch-black void, emitting an intense, steady digital glow that illuminates the floating, fragmented geometric structures around it. An invisible force slowly begins to warp this massive object, rippling and cracking its surface. Finally, in a silent yet visually striking slow-motion explosion, it shatters, sending vast red polygonal fragments and countless smaller dots of light scattering violently in all directions. As these fragments tumble and fly in the chaotic chaos, they miraculously transform and reshape, transforming into countless luminous, three-dimensional Chinese news headlines that hurtle toward every corner of the space at varying speeds and trajectories. The handheld camera dangerously shuttles, sways and tilts between these rapidly passing data streams and news headlines, striving to capture the dynamic moment of this information explosion. Light and shadow change rapidly in front of the lens, creating a strong visual atmosphere that is both chaotic and spectacular, about information overload and deconstruction.", + "seed": 9323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_1605_seed_9323_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06702007660642266, + "vlm_logprob": -0.06702007660642266, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06702007660642266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08465824276208878 + ], + "opposite_logprob_tokens": [ + -2.584658145904541 + ], + "logprob_reward": -0.08465824276208878, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08465824276208878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21222582459449768, + 0.15548276901245117, + 0.033266447484493256, + 0.05038611218333244, + 0.03284316137433052, + 0.07013554871082306, + 0.01589326001703739, + 0.05443810299038887, + 0.2975114583969116, + 0.07781723141670227 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.08465824276208878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500371754169464 + ], + "opposite_logprob_tokens": [ + -2.9300036430358887 + ], + "logprob_reward": -0.05500371754169464, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500371754169464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3290225565433502, + 0.09878233820199966, + 0.02831409126520157, + 0.0520789697766304, + 0.09843331575393677, + 0.08686386793851852, + 0.054929494857788086, + 0.028518646955490112, + 0.15217028558254242, + 0.07088642567396164 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05500371754169464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257826764136553 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257826764136553, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257826764136553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484462171792984, + 0.1707809418439865, + 0.060007158666849136, + 0.2610003352165222, + 0.03954523056745529, + 0.03398487716913223, + 0.03314410522580147, + 0.042643047869205475, + 0.148659810423851, + 0.061788272112607956 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.005257826764136553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603577435016632 + ], + "opposite_logprob_tokens": [ + -1.9103577136993408 + ], + "logprob_reward": -0.1603577435016632, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603577435016632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09268813580274582, + 0.03211726248264313, + 0.03298492729663849, + 0.5351964831352234, + 0.03448961302638054, + 0.04574775695800781, + 0.023913312703371048, + 0.05499665066599846, + 0.09572805464267731, + 0.05213780701160431 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.1603577435016632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822852462530136 + ], + "opposite_logprob_tokens": [ + -3.529822826385498 + ], + "logprob_reward": -0.029822852462530136, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822852462530136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19797949492931366, + 0.21618208289146423, + 0.025654498487710953, + 0.10874445736408234, + 0.043526723980903625, + 0.05080674961209297, + 0.02082369104027748, + 0.050879571586847305, + 0.19854606688022614, + 0.08685658127069473 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.029822852462530136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, first-person handheld camera shot oscillates forward through a vast, abstract digital space constructed in a low-poly style. At the center of the image is a vast information flow representing the Sina portal website. A majestic cuboid, composed of countless tiny, low-polygonal facets gleaming in the signature Sina red and dotted with blue and white dots, it hovers in the pitch-black void, emitting an intense, steady digital glow that illuminates the floating, fragmented geometric structures around it. An invisible force slowly begins to warp this massive object, rippling and cracking its surface. Finally, in a silent yet visually striking slow-motion explosion, it shatters, sending vast red polygonal fragments and countless smaller dots of light scattering violently in all directions. As these fragments tumble and fly in the chaotic chaos, they miraculously transform and reshape, transforming into countless luminous, three-dimensional Chinese news headlines that hurtle toward every corner of the space at varying speeds and trajectories. The handheld camera dangerously shuttles, sways and tilts between these rapidly passing data streams and news headlines, striving to capture the dynamic moment of this information explosion. Light and shadow change rapidly in front of the lens, creating a strong visual atmosphere that is both chaotic and spectacular, about information overload and deconstruction.", + "seed": 9324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_1605_seed_9324_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0693221343215555, + "vlm_logprob": -0.0693221343215555, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.0693221343215555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0909823328256607 + ], + "opposite_logprob_tokens": [ + -2.590982437133789 + ], + "logprob_reward": -0.0909823328256607, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0909823328256607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0780506581068039, + 0.0956190899014473, + 0.06902354955673218, + 0.41880571842193604, + 0.0704864040017128, + 0.13678379356861115, + 0.054632142186164856, + 0.02086622826755047, + 0.026283422484993935, + 0.029448991641402245 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0909823328256607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020624231547117233 + ], + "opposite_logprob_tokens": [ + -3.8956241607666016 + ], + "logprob_reward": -0.020624231547117233, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020624231547117233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14204394817352295, + 0.1047988161444664, + 0.07722187042236328, + 0.19141356647014618, + 0.06135622039437294, + 0.13815343379974365, + 0.0561089888215065, + 0.08653345704078674, + 0.09401923418045044, + 0.04835047572851181 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.020624231547117233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10774166136980057, + 0.07483547180891037, + 0.049782998859882355, + 0.14768445491790771, + 0.0897526815533638, + 0.14931410551071167, + 0.06300526112318039, + 0.10124269872903824, + 0.14700792729854584, + 0.06963281333446503 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.0036208562087267637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015591263771057 + ], + "opposite_logprob_tokens": [ + -1.701559066772461 + ], + "logprob_reward": -0.2015591263771057, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015591263771057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07903578877449036, + 0.15300051867961884, + 0.10034143179655075, + 0.25451207160949707, + 0.0329548716545105, + 0.21914449334144592, + 0.02999075874686241, + 0.043801821768283844, + 0.041962362825870514, + 0.04525596275925636 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.2015591263771057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982412464916706 + ], + "opposite_logprob_tokens": [ + -3.5298240184783936 + ], + "logprob_reward": -0.02982412464916706, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982412464916706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08067812025547028, + 0.04838942363858223, + 0.0691174864768982, + 0.2895374000072479, + 0.053633760660886765, + 0.2716400623321533, + 0.047840844839811325, + 0.03534354269504547, + 0.054079748690128326, + 0.049739666283130646 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.02982412464916706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, first-person handheld camera shot oscillates forward through a vast, abstract digital space constructed in a low-poly style. At the center of the image is a vast information flow representing the Sina portal website. A majestic cuboid, composed of countless tiny, low-polygonal facets gleaming in the signature Sina red and dotted with blue and white dots, it hovers in the pitch-black void, emitting an intense, steady digital glow that illuminates the floating, fragmented geometric structures around it. An invisible force slowly begins to warp this massive object, rippling and cracking its surface. Finally, in a silent yet visually striking slow-motion explosion, it shatters, sending vast red polygonal fragments and countless smaller dots of light scattering violently in all directions. As these fragments tumble and fly in the chaotic chaos, they miraculously transform and reshape, transforming into countless luminous, three-dimensional Chinese news headlines that hurtle toward every corner of the space at varying speeds and trajectories. The handheld camera dangerously shuttles, sways and tilts between these rapidly passing data streams and news headlines, striving to capture the dynamic moment of this information explosion. Light and shadow change rapidly in front of the lens, creating a strong visual atmosphere that is both chaotic and spectacular, about information overload and deconstruction.", + "seed": 9325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_1605_seed_9325_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030536991823464633, + "vlm_logprob": -0.030536991823464633, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.030536991823464633, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06447084248065948 + ], + "opposite_logprob_tokens": [ + -2.9394707679748535 + ], + "logprob_reward": -0.06447084248065948, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06447084248065948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46929532289505005, + 0.19923384487628937, + 0.1402546912431717, + 0.022601328790187836, + 0.010575574822723866, + 0.01892165094614029, + 0.0434420183300972, + 0.03266008198261261, + 0.013968171551823616, + 0.049047354608774185 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06447084248065948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023317305371165276 + ], + "opposite_logprob_tokens": [ + -3.773317337036133 + ], + "logprob_reward": -0.023317305371165276, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023317305371165276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07242558896541595, + 0.42573919892311096, + 0.08471927791833878, + 0.07904210686683655, + 0.05916859582066536, + 0.03397442772984505, + 0.07695437222719193, + 0.07809247821569443, + 0.03396284580230713, + 0.055921055376529694 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.023317305371165276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18441231548786163, + 0.17752858996391296, + 0.08433030545711517, + 0.059573911130428314, + 0.04645690321922302, + 0.06279756128787994, + 0.04970932379364967, + 0.09032576531171799, + 0.06996974349021912, + 0.1748955100774765 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007631788495928049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305221140384674 + ], + "opposite_logprob_tokens": [ + -3.1680521965026855 + ], + "logprob_reward": -0.04305221140384674, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305221140384674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23356683552265167, + 0.1351417899131775, + 0.1324978619813919, + 0.04087187349796295, + 0.033855389803647995, + 0.0456993393599987, + 0.032945938408374786, + 0.10469351708889008, + 0.062107402831315994, + 0.1786201149225235 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.04305221140384674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421281136572361 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.01421281136572361, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421281136572361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.557415783405304, + 0.07961945235729218, + 0.0478423647582531, + 0.029159534722566605, + 0.02576376125216484, + 0.031332407146692276, + 0.033345308154821396, + 0.05479935556650162, + 0.027700139209628105, + 0.1130218356847763 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01421281136572361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, first-person handheld camera shot oscillates forward through a vast, abstract digital space constructed in a low-poly style. At the center of the image is a vast information flow representing the Sina portal website. A majestic cuboid, composed of countless tiny, low-polygonal facets gleaming in the signature Sina red and dotted with blue and white dots, it hovers in the pitch-black void, emitting an intense, steady digital glow that illuminates the floating, fragmented geometric structures around it. An invisible force slowly begins to warp this massive object, rippling and cracking its surface. Finally, in a silent yet visually striking slow-motion explosion, it shatters, sending vast red polygonal fragments and countless smaller dots of light scattering violently in all directions. As these fragments tumble and fly in the chaotic chaos, they miraculously transform and reshape, transforming into countless luminous, three-dimensional Chinese news headlines that hurtle toward every corner of the space at varying speeds and trajectories. The handheld camera dangerously shuttles, sways and tilts between these rapidly passing data streams and news headlines, striving to capture the dynamic moment of this information explosion. Light and shadow change rapidly in front of the lens, creating a strong visual atmosphere that is both chaotic and spectacular, about information overload and deconstruction.", + "seed": 9326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_12/index_1605_seed_9326_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.036475436156615616, + "vlm_logprob": -0.036475436156615616, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.036475436156615616, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07941609621047974 + ], + "opposite_logprob_tokens": [ + -2.704416036605835 + ], + "logprob_reward": -0.07941609621047974, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07941609621047974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15669980645179749, + 0.09965375810861588, + 0.21353748440742493, + 0.0571817010641098, + 0.04170950502157211, + 0.12964113056659698, + 0.041147295385599136, + 0.14235608279705048, + 0.03612029552459717, + 0.08195290714502335 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.07941609621047974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561487965285778 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561487965285778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561487965285778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2901051342487335, + 0.13497015833854675, + 0.09769752621650696, + 0.06304687261581421, + 0.03363053873181343, + 0.07892181724309921, + 0.053669750690460205, + 0.08103302121162415, + 0.04242962971329689, + 0.12449556589126587 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012561487965285778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021991373505443335 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021991373505443335, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021991373505443335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10661567002534866, + 0.08095129579305649, + 0.08319076895713806, + 0.06159011274576187, + 0.02757851593196392, + 0.2649737000465393, + 0.0565483495593071, + 0.09761690348386765, + 0.03813305124640465, + 0.18280167877674103 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0021991373505443335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000203430652618 + ], + "opposite_logprob_tokens": [ + -2.6950020790100098 + ], + "logprob_reward": -0.07000203430652618, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000203430652618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06143617257475853, + 0.053632352501153946, + 0.10981817543506622, + 0.030207252129912376, + 0.019941946491599083, + 0.34016290307044983, + 0.10057277977466583, + 0.1287708580493927, + 0.04756679758429527, + 0.10789073258638382 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.07000203430652618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot first-person and handheld, oscillating forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a vast cuboid composed of low-polygonal facets in Sina red with blue and white dots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cuboid warp, ripple, and crack before shattering into red polygonal fragments and dots of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments transform into three-dimensional Chinese news headlines that hurtle in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the handheld camera sways, tilt, and shuttle between the data streams and headlines during the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198424950242043 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198424950242043, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198424950242043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.125990629196167, + 0.1408870965242386, + 0.17023687064647675, + 0.04139823466539383, + 0.037465665489435196, + 0.0574047826230526, + 0.11525401473045349, + 0.15192116796970367, + 0.06138153374195099, + 0.09806003421545029 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.018198424950242043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_tensor([3755, 3755])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_tensor([3755, 3755])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..192e2f5b19d0c642f8ea13e117fa45208f5f5217 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_tensor([3755, 3755])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from a slightly overhead angle, framed in minimalist black and white, captures a male athlete in excruciating pain. A harsh, slanting light carves out his tense facial features. Against the high-contrast backdrop, his eyes are tightly closed, his brow knitted in agony. Between the deep wrinkles of a rickety crease, large beads of sweat form, trickling down his jawline, accentuated by his clenched teeth. His head tosses and turns slowly and painfully against a deep, almost indecipherable black background. Each twist is a silent struggle, as if attempting to escape the inescapable pain within him. His short, damp hair clings to his forehead and temples. The entire scene is shrouded in a primal and oppressive atmosphere. The intense visual impact focuses the viewer's attention on the sheer physical suffering, creating a suffocating sense of tension.", + "seed": 5369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_3755_seed_5369_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03892960120574571, + "vlm_logprob": -0.03892960120574571, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.03892960120574571, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046224966645240784 + ], + "opposite_logprob_tokens": [ + -3.171225070953369 + ], + "logprob_reward": -0.046224966645240784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.046224966645240784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17194323241710663, + 0.3443332016468048, + 0.06822952628135681, + 0.2263055443763733, + 0.03062753565609455, + 0.024234119802713394, + 0.04114509001374245, + 0.032690029591321945, + 0.03360084444284439, + 0.026890885084867477 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.046224966645240784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280635118484497 + ], + "opposite_logprob_tokens": [ + -2.0178062915802 + ], + "logprob_reward": -0.14280635118484497, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280635118484497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2610863447189331, + 0.10243330895900726, + 0.03731987252831459, + 0.17718692123889923, + 0.03915715590119362, + 0.1419837474822998, + 0.10439068078994751, + 0.06940139085054398, + 0.023335592821240425, + 0.04370500147342682 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.14280635118484497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030655929003842175 + ], + "opposite_logprob_tokens": [ + -8.125306129455566 + ], + "logprob_reward": -0.00030655929003842175, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030655929003842175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29222607612609863, + 0.2546026110649109, + 0.060346394777297974, + 0.04970167949795723, + 0.01920218952000141, + 0.16307333111763, + 0.030337266623973846, + 0.035309530794620514, + 0.02584032528102398, + 0.06936055421829224 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00030655929003842175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024920618161559105 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024920618161559105, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024920618161559105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2542250454425812, + 0.11305077373981476, + 0.0840083584189415, + 0.03172403946518898, + 0.01959465816617012, + 0.2769007384777069, + 0.03863642364740372, + 0.07437650859355927, + 0.04589828848838806, + 0.06158513203263283 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0024920618161559105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818067092448473 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002818067092448473, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818067092448473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14630572497844696, + 0.16679857671260834, + 0.04786871001124382, + 0.041128482669591904, + 0.016174638643860817, + 0.22453421354293823, + 0.02261037565767765, + 0.04987390711903572, + 0.10631857067346573, + 0.17838676273822784 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.002818067092448473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle, framed in minimalist black and white, captures a male athlete in excruciating pain. A harsh, slanting light carves out his tense facial features. Against the high-contrast backdrop, his eyes are tightly closed, his brow knitted in agony. Between the deep wrinkles of a rickety crease, large beads of sweat form, trickling down his jawline, accentuated by his clenched teeth. His head tosses and turns slowly and painfully against a deep, almost indecipherable black background. Each twist is a silent struggle, as if attempting to escape the inescapable pain within him. His short, damp hair clings to his forehead and temples. The entire scene is shrouded in a primal and oppressive atmosphere. The intense visual impact focuses the viewer's attention on the sheer physical suffering, creating a suffocating sense of tension.", + "seed": 5370, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_3755_seed_5370_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06780873467214406, + "vlm_logprob": -0.06780873467214406, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.06780873467214406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16329453885555267 + ], + "opposite_logprob_tokens": [ + -1.9132945537567139 + ], + "logprob_reward": -0.16329453885555267, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16329453885555267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14996452629566193, + 0.049814045429229736, + 0.07244507223367691, + 0.10322795808315277, + 0.1903957724571228, + 0.016279567033052444, + 0.23575326800346375, + 0.0936337485909462, + 0.06278182566165924, + 0.02570422925055027 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.16329453885555267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036780178546906 + ], + "opposite_logprob_tokens": [ + -1.9103678464889526 + ], + "logprob_reward": -0.16036780178546906, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036780178546906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1113126128911972, + 0.03192697837948799, + 0.02765493467450142, + 0.4558415114879608, + 0.10855238884687424, + 0.023347053676843643, + 0.07411276549100876, + 0.09375403076410294, + 0.060769010335206985, + 0.012728698551654816 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.16036780178546906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034588552080094814 + ], + "opposite_logprob_tokens": [ + -8.000346183776855 + ], + "logprob_reward": -0.00034588552080094814, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034588552080094814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15714813768863678, + 0.07988651096820831, + 0.017391599714756012, + 0.18139246106147766, + 0.14971625804901123, + 0.04499055817723274, + 0.07095760107040405, + 0.17736181616783142, + 0.07810898870229721, + 0.04304608330130577 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.00034588552080094814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525581045076251 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.00525581045076251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525581045076251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15423484146595, + 0.04798662289977074, + 0.03726096823811531, + 0.3402279317378998, + 0.12109155207872391, + 0.018324337899684906, + 0.04634120687842369, + 0.16492730379104614, + 0.049281563609838486, + 0.020323673263192177 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.00525581045076251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977963674813509 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.00977963674813509, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977963674813509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25163033604621887, + 0.07426981627941132, + 0.04840242490172386, + 0.08829154074192047, + 0.18486393988132477, + 0.06358412653207779, + 0.06652479618787766, + 0.14533329010009766, + 0.033535994589328766, + 0.043563757091760635 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.00977963674813509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle, framed in minimalist black and white, captures a male athlete in excruciating pain. A harsh, slanting light carves out his tense facial features. Against the high-contrast backdrop, his eyes are tightly closed, his brow knitted in agony. Between the deep wrinkles of a rickety crease, large beads of sweat form, trickling down his jawline, accentuated by his clenched teeth. His head tosses and turns slowly and painfully against a deep, almost indecipherable black background. Each twist is a silent struggle, as if attempting to escape the inescapable pain within him. His short, damp hair clings to his forehead and temples. The entire scene is shrouded in a primal and oppressive atmosphere. The intense visual impact focuses the viewer's attention on the sheer physical suffering, creating a suffocating sense of tension.", + "seed": 5371, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_3755_seed_5371_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05088288132101297, + "vlm_logprob": -0.05088288132101297, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.05088288132101297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045221444219350815 + ], + "opposite_logprob_tokens": [ + -3.1702213287353516 + ], + "logprob_reward": -0.045221444219350815, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045221444219350815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17537719011306763, + 0.13345640897750854, + 0.03753898665308952, + 0.3293398320674896, + 0.047043174505233765, + 0.05350157618522644, + 0.051097724586725235, + 0.03662450984120369, + 0.03454887866973877, + 0.10147171467542648 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.045221444219350815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987561225891113 + ], + "opposite_logprob_tokens": [ + -1.8048756122589111 + ], + "logprob_reward": -0.17987561225891113, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987561225891113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1719375103712082, + 0.36319488286972046, + 0.037491001188755035, + 0.04663660004734993, + 0.07086599618196487, + 0.04865577444434166, + 0.038427650928497314, + 0.13905704021453857, + 0.033717818558216095, + 0.050015781074762344 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.17987561225891113 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286443203687668 + ], + "opposite_logprob_tokens": [ + -3.7732863426208496 + ], + "logprob_reward": -0.023286443203687668, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286443203687668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15948083996772766, + 0.5390647649765015, + 0.036787960678339005, + 0.026211902499198914, + 0.021157152950763702, + 0.06656558811664581, + 0.0897798165678978, + 0.013036082498729229, + 0.02629312127828598, + 0.021622760221362114 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023286443203687668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001940036192536354 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.001940036192536354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001940036192536354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279236078262329, + 0.3223803639411926, + 0.038318563252687454, + 0.056825388222932816, + 0.06910112500190735, + 0.08867429196834564, + 0.06767243891954422, + 0.0666159838438034, + 0.040139034390449524, + 0.12234918028116226 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.001940036192536354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090870730578899 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090870730578899, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090870730578899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10180848091840744, + 0.7685790657997131, + 0.013062160462141037, + 0.012620949186384678, + 0.007522320840507746, + 0.012335296720266342, + 0.020717905834317207, + 0.008750881999731064, + 0.04411369934678078, + 0.01048921700567007 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.004090870730578899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle, framed in minimalist black and white, captures a male athlete in excruciating pain. A harsh, slanting light carves out his tense facial features. Against the high-contrast backdrop, his eyes are tightly closed, his brow knitted in agony. Between the deep wrinkles of a rickety crease, large beads of sweat form, trickling down his jawline, accentuated by his clenched teeth. His head tosses and turns slowly and painfully against a deep, almost indecipherable black background. Each twist is a silent struggle, as if attempting to escape the inescapable pain within him. His short, damp hair clings to his forehead and temples. The entire scene is shrouded in a primal and oppressive atmosphere. The intense visual impact focuses the viewer's attention on the sheer physical suffering, creating a suffocating sense of tension.", + "seed": 5372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_13/index_3755_seed_5372_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09646643656305968, + "vlm_logprob": -0.09646643656305968, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09646643656305968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22800327837467194 + ], + "opposite_logprob_tokens": [ + -1.6030032634735107 + ], + "logprob_reward": -0.22800327837467194, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22800327837467194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18759498000144958, + 0.08890745788812637, + 0.1575901061296463, + 0.10979945212602615, + 0.057727016508579254, + 0.036429792642593384, + 0.11504490673542023, + 0.07496939599514008, + 0.12246719747781754, + 0.04946963116526604 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.22800327837467194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987680435180664 + ], + "opposite_logprob_tokens": [ + -1.8048768043518066 + ], + "logprob_reward": -0.17987680435180664, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987680435180664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17481011152267456, + 0.08697745949029922, + 0.16901594400405884, + 0.10508213937282562, + 0.08803700655698776, + 0.051856737583875656, + 0.12975719571113586, + 0.05134868249297142, + 0.084186851978302, + 0.05892796441912651 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.17987680435180664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013391345273703337 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013391345273703337, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013391345273703337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3247382640838623, + 0.11271115392446518, + 0.029545744881033897, + 0.1535908430814743, + 0.05068429559469223, + 0.03616506978869438, + 0.050024088472127914, + 0.06154527887701988, + 0.026875918731093407, + 0.1541193276643753 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0013391345273703337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077453382313251 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077453382313251, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077453382313251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20444943010807037, + 0.19142287969589233, + 0.08850966393947601, + 0.14209887385368347, + 0.1292087286710739, + 0.03187331184744835, + 0.08317987620830536, + 0.02441411092877388, + 0.046818483620882034, + 0.05802468582987785 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011077453382313251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image rendered in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large beads of sweat visible on the athlete's face and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deep and almost indecipherable black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062035512179136276 + ], + "opposite_logprob_tokens": [ + -2.81203556060791 + ], + "logprob_reward": -0.062035512179136276, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062035512179136276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08980478346347809, + 0.27683135867118835, + 0.0865834504365921, + 0.2662297785282135, + 0.04282582923769951, + 0.02525123953819275, + 0.11101894080638885, + 0.04825279116630554, + 0.02123829536139965, + 0.03196348249912262 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.062035512179136276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_tensor([5414, 5414])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_tensor([5414, 5414])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..269bb314fc45fa6cd0aa6eb323c0b9d34c3e1246 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_tensor([5414, 5414])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, captured from a subtle overhead angle, immerses the viewer in a violently boiling pool of incandescent molten lava. The surface of the molten, viscous, orange-red magma churns and swirls, specks of cooling, darkening black scum floating on it, while cracks reveal a brighter, more dazzling yellow light. Vast bubbles rise slowly and menacingly from the depths, pushing the surface of the magma into domes. Then, reaching their limit, they violently burst, hurling countless sparks and strands of molten lava into the air. Shot at a high frame rate, the entire eruption is captured in surreal slow motion, with every drop of molten lava, shimmering with an inner light, traced in the air with exquisite clarity. Meanwhile, thick, sulfurous black and gray smoke billows from the surface of the magma pool, sharply outlined by the bright light from the molten rock below, twisting and spiraling upward. The entire scene is illuminated entirely by the glow of the lava itself, casting a warm yet menacing shimmer of light and shadow, creating an apocalyptic atmosphere that is raw, violent, and awe-inspiring.", + "seed": 29924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_5414_seed_29924_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07537166522815823, + "vlm_logprob": -0.07537166522815823, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.07537166522815823, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11451496928930283 + ], + "opposite_logprob_tokens": [ + -2.2395150661468506 + ], + "logprob_reward": -0.11451496928930283, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11451496928930283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032935626804828644, + 0.5843811631202698, + 0.04843096062541008, + 0.04187571257352829, + 0.03599781170487404, + 0.08983635902404785, + 0.03406931832432747, + 0.03184876963496208, + 0.045750439167022705, + 0.05487384274601936 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.11451496928930283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039277613162994 + ], + "opposite_logprob_tokens": [ + -1.9103927612304688 + ], + "logprob_reward": -0.16039277613162994, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039277613162994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058881960809230804, + 0.18705731630325317, + 0.06695367395877838, + 0.1408759504556656, + 0.0547553226351738, + 0.11852825433015823, + 0.05114065855741501, + 0.11293735355138779, + 0.11527512222528458, + 0.09359437972307205 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.16039277613162994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865557327866554 + ], + "opposite_logprob_tokens": [ + -3.0486555099487305 + ], + "logprob_reward": -0.04865557327866554, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865557327866554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1079324409365654, + 0.1824793815612793, + 0.11363936960697174, + 0.09002228081226349, + 0.042888738214969635, + 0.1316043883562088, + 0.06224476546049118, + 0.04204731062054634, + 0.06776400655508041, + 0.15937723219394684 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.04865557327866554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08866772055625916, + 0.09089644253253937, + 0.06297676265239716, + 0.08720223605632782, + 0.13222751021385193, + 0.09773189574480057, + 0.12174632400274277, + 0.09172029793262482, + 0.10550665110349655, + 0.1213240921497345 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.004644202534109354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05181073397397995, + 0.1525193154811859, + 0.09849825501441956, + 0.1355251669883728, + 0.07383624464273453, + 0.057929787784814835, + 0.049392085522413254, + 0.05527367442846298, + 0.04874945804476738, + 0.2764652967453003 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.04865080490708351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a subtle overhead angle, immerses the viewer in a violently boiling pool of incandescent molten lava. The surface of the molten, viscous, orange-red magma churns and swirls, specks of cooling, darkening black scum floating on it, while cracks reveal a brighter, more dazzling yellow light. Vast bubbles rise slowly and menacingly from the depths, pushing the surface of the magma into domes. Then, reaching their limit, they violently burst, hurling countless sparks and strands of molten lava into the air. Shot at a high frame rate, the entire eruption is captured in surreal slow motion, with every drop of molten lava, shimmering with an inner light, traced in the air with exquisite clarity. Meanwhile, thick, sulfurous black and gray smoke billows from the surface of the magma pool, sharply outlined by the bright light from the molten rock below, twisting and spiraling upward. The entire scene is illuminated entirely by the glow of the lava itself, casting a warm yet menacing shimmer of light and shadow, creating an apocalyptic atmosphere that is raw, violent, and awe-inspiring.", + "seed": 29925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_5414_seed_29925_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21080511147156358, + "vlm_logprob": -0.21080511147156358, + "vlm_yes_no_margin": 2.324999976158142, + "vlm_token_credit": -0.21080511147156358, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6949640512466431 + ], + "opposite_logprob_tokens": [ + -0.6949640512466431 + ], + "logprob_reward": -0.6949640512466431, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6949640512466431, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06031826511025429, + 0.07491454482078552, + 0.09952621161937714, + 0.05886561796069145, + 0.07006900012493134, + 0.05144829303026199, + 0.09592163562774658, + 0.25262823700904846, + 0.11933117359876633, + 0.1169770359992981 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.6949640512466431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707850337028503 + ], + "opposite_logprob_tokens": [ + -2.1270785331726074 + ], + "logprob_reward": -0.12707850337028503, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707850337028503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07339746505022049, + 0.05262275040149689, + 0.058235641568899155, + 0.06542551517486572, + 0.04432722553610802, + 0.05887424200773239, + 0.14524886012077332, + 0.365561842918396, + 0.0657496452331543, + 0.07055681943893433 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.12707850337028503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703955173492432 + ], + "opposite_logprob_tokens": [ + -2.1270394325256348 + ], + "logprob_reward": -0.12703955173492432, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703955173492432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051545754075050354, + 0.059395644813776016, + 0.10594071447849274, + 0.10777914524078369, + 0.12084145098924637, + 0.023933591321110725, + 0.2337929755449295, + 0.11195231229066849, + 0.10785102844238281, + 0.07696734368801117 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.12703955173492432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642185289412737 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642185289412737, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642185289412737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08872993290424347, + 0.07712079584598541, + 0.11275249719619751, + 0.07059186697006226, + 0.14127151668071747, + 0.06658096611499786, + 0.13020241260528564, + 0.17977091670036316, + 0.050888460129499435, + 0.08209060877561569 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.004642185289412737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030126571655273 + ], + "opposite_logprob_tokens": [ + -2.3503012657165527 + ], + "logprob_reward": -0.10030126571655273, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030126571655273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06680160015821457, + 0.05525374785065651, + 0.1605885773897171, + 0.05542341247200966, + 0.07163947820663452, + 0.054259926080703735, + 0.07883674651384354, + 0.20330724120140076, + 0.12751048803329468, + 0.12637878954410553 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.10030126571655273 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a subtle overhead angle, immerses the viewer in a violently boiling pool of incandescent molten lava. The surface of the molten, viscous, orange-red magma churns and swirls, specks of cooling, darkening black scum floating on it, while cracks reveal a brighter, more dazzling yellow light. Vast bubbles rise slowly and menacingly from the depths, pushing the surface of the magma into domes. Then, reaching their limit, they violently burst, hurling countless sparks and strands of molten lava into the air. Shot at a high frame rate, the entire eruption is captured in surreal slow motion, with every drop of molten lava, shimmering with an inner light, traced in the air with exquisite clarity. Meanwhile, thick, sulfurous black and gray smoke billows from the surface of the magma pool, sharply outlined by the bright light from the molten rock below, twisting and spiraling upward. The entire scene is illuminated entirely by the glow of the lava itself, casting a warm yet menacing shimmer of light and shadow, creating an apocalyptic atmosphere that is raw, violent, and awe-inspiring.", + "seed": 29926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_5414_seed_29926_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09572301199659705, + "vlm_logprob": -0.09572301199659705, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.09572301199659705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1629231870174408 + ], + "opposite_logprob_tokens": [ + -1.9129232168197632 + ], + "logprob_reward": -0.1629231870174408, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1629231870174408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0966239646077156, + 0.061401307582855225, + 0.05046883225440979, + 0.09124197065830231, + 0.12304028123617172, + 0.06553499400615692, + 0.27433308959007263, + 0.1255781352519989, + 0.04918843135237694, + 0.06258904188871384 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.1629231870174408 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161545276641846 + ], + "opposite_logprob_tokens": [ + -1.7016154527664185 + ], + "logprob_reward": -0.20161545276641846, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161545276641846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07008673995733261, + 0.20103879272937775, + 0.038698457181453705, + 0.11187126487493515, + 0.20373475551605225, + 0.08208300173282623, + 0.0678398460149765, + 0.05712723359465599, + 0.10629867762327194, + 0.06122122332453728 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.20161545276641846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810510411858559 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.03810510411858559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810510411858559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22669562697410583, + 0.10106921941041946, + 0.0360029935836792, + 0.050289709120988846, + 0.10577172040939331, + 0.05530371889472008, + 0.059569280594587326, + 0.13855938613414764, + 0.1499195396900177, + 0.0768187940120697 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03810510411858559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11800789833068848, + 0.027732977643609047, + 0.04510682076215744, + 0.043423280119895935, + 0.17034538090229034, + 0.13085344433784485, + 0.3011518120765686, + 0.03786158934235573, + 0.07590985298156738, + 0.04960699379444122 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.0059562805108726025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001503556966782 + ], + "opposite_logprob_tokens": [ + -2.6950149536132812 + ], + "logprob_reward": -0.07001503556966782, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001503556966782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06124376133084297, + 0.0786914974451065, + 0.052402984350919724, + 0.08952214568853378, + 0.07624737918376923, + 0.3198487460613251, + 0.17542728781700134, + 0.04354177042841911, + 0.07956161350011826, + 0.023512817919254303 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.07001503556966782 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a subtle overhead angle, immerses the viewer in a violently boiling pool of incandescent molten lava. The surface of the molten, viscous, orange-red magma churns and swirls, specks of cooling, darkening black scum floating on it, while cracks reveal a brighter, more dazzling yellow light. Vast bubbles rise slowly and menacingly from the depths, pushing the surface of the magma into domes. Then, reaching their limit, they violently burst, hurling countless sparks and strands of molten lava into the air. Shot at a high frame rate, the entire eruption is captured in surreal slow motion, with every drop of molten lava, shimmering with an inner light, traced in the air with exquisite clarity. Meanwhile, thick, sulfurous black and gray smoke billows from the surface of the magma pool, sharply outlined by the bright light from the molten rock below, twisting and spiraling upward. The entire scene is illuminated entirely by the glow of the lava itself, casting a warm yet menacing shimmer of light and shadow, creating an apocalyptic atmosphere that is raw, violent, and awe-inspiring.", + "seed": 29927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_14/index_5414_seed_29927_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0655504846945405, + "vlm_logprob": -0.0655504846945405, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0655504846945405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04953178018331528 + ], + "opposite_logprob_tokens": [ + -3.0495316982269287 + ], + "logprob_reward": -0.04953178018331528, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04953178018331528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649848610162735, + 0.09245619922876358, + 0.1635642647743225, + 0.07173682004213333, + 0.052984822541475296, + 0.2074851244688034, + 0.027326926589012146, + 0.14381365478038788, + 0.05867447704076767, + 0.10545923560857773 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.04953178018331528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706023454666138 + ], + "opposite_logprob_tokens": [ + -2.1270601749420166 + ], + "logprob_reward": -0.12706023454666138, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706023454666138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.080881766974926, + 0.20517604053020477, + 0.10684321820735931, + 0.02698555961251259, + 0.040124133229255676, + 0.3279222846031189, + 0.02853701263666153, + 0.05543971061706543, + 0.08746816962957382, + 0.04062210023403168 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.12706023454666138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05280216038227081, + 0.2726022005081177, + 0.02483607642352581, + 0.13480448722839355, + 0.028736338019371033, + 0.339865505695343, + 0.022273477166891098, + 0.027241867035627365, + 0.033005181699991226, + 0.06383275240659714 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.018187889829277992 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952606908977032 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952606908977032, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952606908977032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09317155927419662, + 0.05145774409174919, + 0.06840468943119049, + 0.30601435899734497, + 0.057872820645570755, + 0.15737797319889069, + 0.11947494745254517, + 0.059336062520742416, + 0.04273884370923042, + 0.044151004403829575 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.005952606908977032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pool of molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned subtly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark black scum specks visible floating on the surface of the magma?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do vast bubbles rise from the depths and burst violently to hurl sparks and lava strands into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured in slow motion with high frame rate clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701991200447083 + ], + "opposite_logprob_tokens": [ + -2.1270198822021484 + ], + "logprob_reward": -0.12701991200447083, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701991200447083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06245282664895058, + 0.038297563791275024, + 0.050159208476543427, + 0.05909420922398567, + 0.038469620048999786, + 0.5622226595878601, + 0.05782606452703476, + 0.06812728196382523, + 0.04631637781858444, + 0.0170341357588768 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.12701991200447083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_tensor([30, 30])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_tensor([30, 30])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46e76afc37d648c015610fa994e766d66a6ad080 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_tensor([30, 30])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot with a sleek, steady camera, this cinematic close-up features a young woman jogging effortlessly through a sun-drenched park. Her chestnut hair is pulled back into a high, bouncing ponytail, with a few locks framing her exercise-flushed face. She wears a pair of stylish, minimalist white wireless earbuds, which fit securely and comfortably in her ears. A bright, happy smile illuminates her features, and her eyes crinkle at the corners as she loses herself in the music. The camera focuses firmly on her joyful expression as she moves with steady, rhythmic grace. The background melts into a soft-focus blur of the park's emerald green lawn and tall, leafy trees, all bathed in the warm golden glow of the afternoon sun, creating a beautiful, soft lens flare. The entire scene is imbued with an energetic, uplifting atmosphere of quiet personal freedom and pure bliss.", + "seed": 20838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_30_seed_20838_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.053606853890232745, + "vlm_logprob": -0.053606853890232745, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.053606853890232745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14484357833862305 + ], + "opposite_logprob_tokens": [ + -2.019843578338623 + ], + "logprob_reward": -0.14484357833862305, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14484357833862305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11182402074337006, + 0.1212584525346756, + 0.14516954123973846, + 0.09371785074472427, + 0.06461133807897568, + 0.06812435388565063, + 0.07985205203294754, + 0.11176256835460663, + 0.11874309927225113, + 0.0849367156624794 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.14484357833862305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067558446899056435 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.0067558446899056435, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067558446899056435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08100523799657822, + 0.14242635667324066, + 0.06671223789453506, + 0.11253701895475388, + 0.08841374516487122, + 0.06655257940292358, + 0.07207109034061432, + 0.16996686160564423, + 0.12084034085273743, + 0.07947445660829544 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.0067558446899056435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890544056892395 + ], + "opposite_logprob_tokens": [ + -2.4640543460845947 + ], + "logprob_reward": -0.0890544056892395, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890544056892395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05435628443956375, + 0.21184076368808746, + 0.1050020232796669, + 0.1211799755692482, + 0.029490482062101364, + 0.05056493729352951, + 0.029153212904930115, + 0.11920136213302612, + 0.03895619884133339, + 0.2402547299861908 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.0890544056892395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010406322544440627 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010406322544440627, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010406322544440627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1002117320895195, + 0.34302380681037903, + 0.06181591749191284, + 0.06663795560598373, + 0.0746118426322937, + 0.04821864888072014, + 0.054470740258693695, + 0.08476762473583221, + 0.06424593180418015, + 0.10199582576751709 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0010406322544440627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339808478951454 + ], + "opposite_logprob_tokens": [ + -3.6513397693634033 + ], + "logprob_reward": -0.026339808478951454, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339808478951454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09409698843955994, + 0.10488341003656387, + 0.0536675862967968, + 0.2613176107406616, + 0.08414822816848755, + 0.1334601789712906, + 0.09057456254959106, + 0.059799812734127045, + 0.06393828988075256, + 0.05411338061094284 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.026339808478951454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a sleek, steady camera, this cinematic close-up features a young woman jogging effortlessly through a sun-drenched park. Her chestnut hair is pulled back into a high, bouncing ponytail, with a few locks framing her exercise-flushed face. She wears a pair of stylish, minimalist white wireless earbuds, which fit securely and comfortably in her ears. A bright, happy smile illuminates her features, and her eyes crinkle at the corners as she loses herself in the music. The camera focuses firmly on her joyful expression as she moves with steady, rhythmic grace. The background melts into a soft-focus blur of the park's emerald green lawn and tall, leafy trees, all bathed in the warm golden glow of the afternoon sun, creating a beautiful, soft lens flare. The entire scene is imbued with an energetic, uplifting atmosphere of quiet personal freedom and pure bliss.", + "seed": 20839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_30_seed_20839_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.041646636580117045, + "vlm_logprob": -0.041646636580117045, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.041646636580117045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1294189840555191 + ], + "opposite_logprob_tokens": [ + -2.1294190883636475 + ], + "logprob_reward": -0.1294189840555191, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1294189840555191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15904860198497772, + 0.04600829258561134, + 0.033366549760103226, + 0.10797330737113953, + 0.19718173146247864, + 0.17143000662326813, + 0.08097156137228012, + 0.07404294610023499, + 0.07165174931287766, + 0.05832524225115776 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.1294189840555191 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653813783079386 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653813783079386, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653813783079386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09975505620241165, + 0.035030387341976166, + 0.028127046301960945, + 0.07607594132423401, + 0.08767538517713547, + 0.11322586983442307, + 0.24595192074775696, + 0.14112456142902374, + 0.03363826870918274, + 0.13939553499221802 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.004653813783079386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205007806420326 + ], + "opposite_logprob_tokens": [ + -2.8120501041412354 + ], + "logprob_reward": -0.06205007806420326, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205007806420326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12724077701568604, + 0.06787382066249847, + 0.1535433679819107, + 0.04499436914920807, + 0.038533393293619156, + 0.3106701374053955, + 0.07146619260311127, + 0.042828116565942764, + 0.07903861999511719, + 0.06381119787693024 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.06205007806420326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010408704401925206 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010408704401925206, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010408704401925206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11144747585058212, + 0.05281670391559601, + 0.047292716801166534, + 0.08640782535076141, + 0.2620809078216553, + 0.24470192193984985, + 0.06601271778345108, + 0.022160084918141365, + 0.05868758261203766, + 0.04839205741882324 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0010408704401925206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069436557590961 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069436557590961, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069436557590961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10605087131261826, + 0.06675878912210464, + 0.04454081878066063, + 0.08135279268026352, + 0.04715448245406151, + 0.09249462187290192, + 0.384823203086853, + 0.078748419880867, + 0.03479667007923126, + 0.06327932327985764 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.011069436557590961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a sleek, steady camera, this cinematic close-up features a young woman jogging effortlessly through a sun-drenched park. Her chestnut hair is pulled back into a high, bouncing ponytail, with a few locks framing her exercise-flushed face. She wears a pair of stylish, minimalist white wireless earbuds, which fit securely and comfortably in her ears. A bright, happy smile illuminates her features, and her eyes crinkle at the corners as she loses herself in the music. The camera focuses firmly on her joyful expression as she moves with steady, rhythmic grace. The background melts into a soft-focus blur of the park's emerald green lawn and tall, leafy trees, all bathed in the warm golden glow of the afternoon sun, creating a beautiful, soft lens flare. The entire scene is imbued with an energetic, uplifting atmosphere of quiet personal freedom and pure bliss.", + "seed": 20840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_30_seed_20840_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07546674903132952, + "vlm_logprob": -0.07546674903132952, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.07546674903132952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28402701020240784 + ], + "opposite_logprob_tokens": [ + -1.4090269804000854 + ], + "logprob_reward": -0.28402701020240784, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28402701020240784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18829245865345, + 0.21569642424583435, + 0.08841749280691147, + 0.06323244422674179, + 0.07404778897762299, + 0.07161123305559158, + 0.056261610239744186, + 0.03452782332897186, + 0.1275656819343567, + 0.08034700155258179 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.28402701020240784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657186292111874 + ], + "opposite_logprob_tokens": [ + -4.758656978607178 + ], + "logprob_reward": -0.008657186292111874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657186292111874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23981976509094238, + 0.10548704117536545, + 0.10252024978399277, + 0.2399316281080246, + 0.07155011594295502, + 0.05172492191195488, + 0.034949105232954025, + 0.03571048751473427, + 0.0691104605793953, + 0.04919620603322983 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.008657186292111874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002414762973785 + ], + "opposite_logprob_tokens": [ + -2.695024251937866 + ], + "logprob_reward": -0.07002414762973785, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002414762973785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49773287773132324, + 0.05548151582479477, + 0.10961084812879562, + 0.07861123979091644, + 0.06307969987392426, + 0.032974980771541595, + 0.02844485454261303, + 0.02715802751481533, + 0.0704907774925232, + 0.03641517832875252 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07002414762973785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004363300104159862 + ], + "opposite_logprob_tokens": [ + -7.750436305999756 + ], + "logprob_reward": -0.0004363300104159862, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004363300104159862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23811525106430054, + 0.09915884584188461, + 0.12128160893917084, + 0.09034434705972672, + 0.055422354489564896, + 0.05195023491978645, + 0.07343395054340363, + 0.13069958984851837, + 0.07553210109472275, + 0.0640617236495018 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0004363300104159862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189071021974087 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189071021974087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189071021974087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2970396876335144, + 0.10304926335811615, + 0.08863602578639984, + 0.076062873005867, + 0.10230585932731628, + 0.048398375511169434, + 0.08796308934688568, + 0.04050414264202118, + 0.1033586785197258, + 0.05268196761608124 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014189071021974087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with a sleek, steady camera, this cinematic close-up features a young woman jogging effortlessly through a sun-drenched park. Her chestnut hair is pulled back into a high, bouncing ponytail, with a few locks framing her exercise-flushed face. She wears a pair of stylish, minimalist white wireless earbuds, which fit securely and comfortably in her ears. A bright, happy smile illuminates her features, and her eyes crinkle at the corners as she loses herself in the music. The camera focuses firmly on her joyful expression as she moves with steady, rhythmic grace. The background melts into a soft-focus blur of the park's emerald green lawn and tall, leafy trees, all bathed in the warm golden glow of the afternoon sun, creating a beautiful, soft lens flare. The entire scene is imbued with an energetic, uplifting atmosphere of quiet personal freedom and pure bliss.", + "seed": 20841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_15/index_30_seed_20841_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1566199304535985, + "vlm_logprob": -0.1566199304535985, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.1566199304535985, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6981201171875 + ], + "opposite_logprob_tokens": [ + -0.6981201171875 + ], + "logprob_reward": -0.6981201171875, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6981201171875, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2263777256011963, + 0.09890193492174149, + 0.037374839186668396, + 0.20987842977046967, + 0.1360170990228653, + 0.0287769865244627, + 0.05795932933688164, + 0.024177521467208862, + 0.08956451714038849, + 0.09097158908843994 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.6981201171875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004676002077758312 + ], + "opposite_logprob_tokens": [ + -5.37967586517334 + ], + "logprob_reward": -0.004676002077758312, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004676002077758312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22021551430225372, + 0.1209803894162178, + 0.07449334859848022, + 0.161882221698761, + 0.08198273181915283, + 0.07129467278718948, + 0.10805478692054749, + 0.044997308403253555, + 0.06509017199277878, + 0.05100885406136513 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004676002077758312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700308233499527 + ], + "opposite_logprob_tokens": [ + -2.695030927658081 + ], + "logprob_reward": -0.0700308233499527, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700308233499527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2660805284976959, + 0.1328040063381195, + 0.0638069286942482, + 0.14822912216186523, + 0.08679614216089249, + 0.04132108762860298, + 0.06421209126710892, + 0.029724998399615288, + 0.11959715932607651, + 0.0474279560148716 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0700308233499527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004957877099514008 + ], + "opposite_logprob_tokens": [ + -7.625495910644531 + ], + "logprob_reward": -0.0004957877099514008, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004957877099514008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1026703491806984, + 0.06186350807547569, + 0.03236880525946617, + 0.03524700552225113, + 0.520814836025238, + 0.02679056115448475, + 0.026165779680013657, + 0.01241643913090229, + 0.12231145799160004, + 0.059351276606321335 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0004957877099514008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman jogging through a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have chestnut hair styled in a high ponytail with loose strands framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing white wireless earbuds in her ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of green lawn and trees bathed in warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a cinematic close-up with a steady camera focus on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776921942830086 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009776921942830086, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776921942830086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14136534929275513, + 0.06521777808666229, + 0.04671141877770424, + 0.08223139494657516, + 0.27526313066482544, + 0.04866984486579895, + 0.055625807493925095, + 0.022516468539834023, + 0.1114121824502945, + 0.15098664164543152 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.009776921942830086 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_tensor([9151, 9151])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_tensor([9151, 9151])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab4d59a3005de49f529fcc259670dea53eca09e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_tensor([9151, 9151])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From an epic perspective, the camera rotates with slow, majestic movements, capturing a cosmic spectacle utterly immersed in the unbridled brushstrokes and impasto of Van Gogh's \"The Starry Night.\" At the center of the image lies Earth, yet it has been transformed beyond all recognition: the once azure ocean has become a vast, seething vortex, where molten crimson and glacial blue violently intertwine, collide, and tumble, forming a dynamic, charged storm of color that foreshadows a profound future transformation. Above the planet's sky, vast, vibrant ribbons of auroras dance gracefully in hues of emerald green, brilliant purple, and rosy pink. Their vibrant forms, like the breath of the universe, unfold against the inky blackness. Far from a static darkness, the cosmic space is teeming with Van Gogh's vitality. Stars are no longer simple points of light, but luminous yellow swirls and pulsating clusters, each ray a vibrant, thick coat of paint squeezed straight from a tube. As the camera slowly rotates, this chaotic and magnificent scene is presented in a panoramic view. The turbulent earth and the dancing auroras together form a visual symphony full of primitive vitality.", + "seed": 2626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_9151_seed_2626_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041736921295523643, + "vlm_logprob": -0.041736921295523643, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.041736921295523643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009353152476251125 + ], + "opposite_logprob_tokens": [ + -4.759353160858154 + ], + "logprob_reward": -0.009353152476251125, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009353152476251125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11435586959123611, + 0.0920686423778534, + 0.07626484334468842, + 0.03656873106956482, + 0.13597792387008667, + 0.3024316728115082, + 0.03466200828552246, + 0.1203341856598854, + 0.032396167516708374, + 0.05493992194533348 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.009353152476251125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08937837928533554, + 0.16801585257053375, + 0.08108203858137131, + 0.06242388114333153, + 0.0541573166847229, + 0.36110541224479675, + 0.020829835906624794, + 0.054635487496852875, + 0.07246891409158707, + 0.03590289130806923 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898382842540741 + ], + "opposite_logprob_tokens": [ + -2.578983783721924 + ], + "logprob_reward": -0.07898382842540741, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898382842540741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09047233313322067, + 0.13265261054039001, + 0.271809846162796, + 0.044473808258771896, + 0.047942642122507095, + 0.14940330386161804, + 0.02637466974556446, + 0.06463278830051422, + 0.11529331654310226, + 0.05694469064474106 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.07898382842540741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195806708186865 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002195806708186865, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195806708186865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0814327523112297, + 0.11679098010063171, + 0.22012554109096527, + 0.07207044214010239, + 0.0328872986137867, + 0.1955271065235138, + 0.04067220911383629, + 0.1104535236954689, + 0.08484747260808945, + 0.04519268497824669 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.002195806708186865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289422959089279 + ], + "opposite_logprob_tokens": [ + -2.237894296646118 + ], + "logprob_reward": -0.11289422959089279, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289422959089279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03424709290266037, + 0.035129982978105545, + 0.041438426822423935, + 0.0382569245994091, + 0.023668263107538223, + 0.6678219437599182, + 0.04385719448328018, + 0.07177068293094635, + 0.024817489087581635, + 0.018991954624652863 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.11289422959089279 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an epic perspective, the camera rotates with slow, majestic movements, capturing a cosmic spectacle utterly immersed in the unbridled brushstrokes and impasto of Van Gogh's \"The Starry Night.\" At the center of the image lies Earth, yet it has been transformed beyond all recognition: the once azure ocean has become a vast, seething vortex, where molten crimson and glacial blue violently intertwine, collide, and tumble, forming a dynamic, charged storm of color that foreshadows a profound future transformation. Above the planet's sky, vast, vibrant ribbons of auroras dance gracefully in hues of emerald green, brilliant purple, and rosy pink. Their vibrant forms, like the breath of the universe, unfold against the inky blackness. Far from a static darkness, the cosmic space is teeming with Van Gogh's vitality. Stars are no longer simple points of light, but luminous yellow swirls and pulsating clusters, each ray a vibrant, thick coat of paint squeezed straight from a tube. As the camera slowly rotates, this chaotic and magnificent scene is presented in a panoramic view. The turbulent earth and the dancing auroras together form a visual symphony full of primitive vitality.", + "seed": 2627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_9151_seed_2627_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06262450690846891, + "vlm_logprob": -0.06262450690846891, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.06262450690846891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0072988285683095455 + ], + "opposite_logprob_tokens": [ + -5.007298946380615 + ], + "logprob_reward": -0.0072988285683095455, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0072988285683095455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0955139696598053, + 0.07914310693740845, + 0.09180991351604462, + 0.06575943529605865, + 0.1263372302055359, + 0.03789006173610687, + 0.11929444223642349, + 0.13036242127418518, + 0.16310492157936096, + 0.0907844826579094 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0072988285683095455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019446763908490539 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019446763908490539, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019446763908490539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1303926408290863, + 0.0950617715716362, + 0.13178883492946625, + 0.07752862572669983, + 0.0911954715847969, + 0.04231714457273483, + 0.06570544093847275, + 0.06445971131324768, + 0.22036516666412354, + 0.08118510991334915 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0019446763908490539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20888665318489075, + 0.08403047919273376, + 0.11379070580005646, + 0.04243079572916031, + 0.06720083951950073, + 0.04097984358668327, + 0.0685654804110527, + 0.0395425409078598, + 0.2870025932788849, + 0.04757005348801613 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.04865080490708351 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031898352317512035 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031898352317512035, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031898352317512035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10097692906856537, + 0.11773556470870972, + 0.12227700650691986, + 0.0376325361430645, + 0.10595322400331497, + 0.06346774846315384, + 0.06876183301210403, + 0.057529009878635406, + 0.24748745560646057, + 0.07817862927913666 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.0031898352317512035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520383894443512 + ], + "opposite_logprob_tokens": [ + -1.5020383596420288 + ], + "logprob_reward": -0.2520383894443512, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520383894443512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10156244039535522, + 0.12026058882474899, + 0.03439672663807869, + 0.08028452843427658, + 0.04135315492749214, + 0.03712763637304306, + 0.05736256018280983, + 0.03675412759184837, + 0.46081334352493286, + 0.030084915459156036 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.2520383894443512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an epic perspective, the camera rotates with slow, majestic movements, capturing a cosmic spectacle utterly immersed in the unbridled brushstrokes and impasto of Van Gogh's \"The Starry Night.\" At the center of the image lies Earth, yet it has been transformed beyond all recognition: the once azure ocean has become a vast, seething vortex, where molten crimson and glacial blue violently intertwine, collide, and tumble, forming a dynamic, charged storm of color that foreshadows a profound future transformation. Above the planet's sky, vast, vibrant ribbons of auroras dance gracefully in hues of emerald green, brilliant purple, and rosy pink. Their vibrant forms, like the breath of the universe, unfold against the inky blackness. Far from a static darkness, the cosmic space is teeming with Van Gogh's vitality. Stars are no longer simple points of light, but luminous yellow swirls and pulsating clusters, each ray a vibrant, thick coat of paint squeezed straight from a tube. As the camera slowly rotates, this chaotic and magnificent scene is presented in a panoramic view. The turbulent earth and the dancing auroras together form a visual symphony full of primitive vitality.", + "seed": 2628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_9151_seed_2628_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.058162794122472404, + "vlm_logprob": -0.058162794122472404, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.058162794122472404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027059782296419144 + ], + "opposite_logprob_tokens": [ + -3.65205979347229 + ], + "logprob_reward": -0.027059782296419144, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027059782296419144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5339624881744385, + 0.09767026454210281, + 0.03773859888315201, + 0.029949519783258438, + 0.09952698647975922, + 0.03149629384279251, + 0.06038869544863701, + 0.027415232732892036, + 0.03278936445713043, + 0.049062538892030716 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.027059782296419144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031966085080057383 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031966085080057383, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031966085080057383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25105413794517517, + 0.12671437859535217, + 0.06287126988172531, + 0.1433403193950653, + 0.05014624074101448, + 0.04566542059183121, + 0.06529884040355682, + 0.15362469851970673, + 0.03511819243431091, + 0.06616651266813278 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0031966085080057383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495497211813927 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495497211813927, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495497211813927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2343912273645401, + 0.16240698099136353, + 0.04140210896730423, + 0.12452325969934464, + 0.08017612248659134, + 0.041724372655153275, + 0.0739777460694313, + 0.08028380572795868, + 0.07358065992593765, + 0.08753363788127899 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.05495497211813927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091820679605007 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091820679605007, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091820679605007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39895913004875183, + 0.1339566707611084, + 0.08266270160675049, + 0.1354970932006836, + 0.029089899733662605, + 0.025975964963436127, + 0.03282716125249863, + 0.04592275992035866, + 0.04060324281454086, + 0.07450534403324127 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004091820679605007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20151078701019287 + ], + "opposite_logprob_tokens": [ + -1.7015107870101929 + ], + "logprob_reward": -0.20151078701019287, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20151078701019287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3424217104911804, + 0.09274687618017197, + 0.05169320106506348, + 0.11914148181676865, + 0.03962741419672966, + 0.07462834566831589, + 0.09915657341480255, + 0.03127351775765419, + 0.07640153169631958, + 0.07290935516357422 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.20151078701019287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an epic perspective, the camera rotates with slow, majestic movements, capturing a cosmic spectacle utterly immersed in the unbridled brushstrokes and impasto of Van Gogh's \"The Starry Night.\" At the center of the image lies Earth, yet it has been transformed beyond all recognition: the once azure ocean has become a vast, seething vortex, where molten crimson and glacial blue violently intertwine, collide, and tumble, forming a dynamic, charged storm of color that foreshadows a profound future transformation. Above the planet's sky, vast, vibrant ribbons of auroras dance gracefully in hues of emerald green, brilliant purple, and rosy pink. Their vibrant forms, like the breath of the universe, unfold against the inky blackness. Far from a static darkness, the cosmic space is teeming with Van Gogh's vitality. Stars are no longer simple points of light, but luminous yellow swirls and pulsating clusters, each ray a vibrant, thick coat of paint squeezed straight from a tube. As the camera slowly rotates, this chaotic and magnificent scene is presented in a panoramic view. The turbulent earth and the dancing auroras together form a visual symphony full of primitive vitality.", + "seed": 2629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_2/index_9151_seed_2629_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07486043749377132, + "vlm_logprob": -0.07486043749377132, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07486043749377132, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034500326961278915 + ], + "opposite_logprob_tokens": [ + -3.4095003604888916 + ], + "logprob_reward": -0.034500326961278915, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034500326961278915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04296177998185158, + 0.49124306440353394, + 0.014036155305802822, + 0.1910187005996704, + 0.04541051387786865, + 0.02223902754485607, + 0.04350898787379265, + 0.038333166390657425, + 0.01834619604051113, + 0.09290246665477753 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.034500326961278915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639100283384323 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639100283384323, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639100283384323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030213521793484688, + 0.5115175247192383, + 0.0471002496778965, + 0.20081914961338043, + 0.051849160343408585, + 0.013242237269878387, + 0.02643301710486412, + 0.025693515315651894, + 0.04142163321375847, + 0.05170995369553566 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.004639100283384323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048652052879333496 + ], + "opposite_logprob_tokens": [ + -3.048652172088623 + ], + "logprob_reward": -0.048652052879333496, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048652052879333496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03039846010506153, + 0.5366494655609131, + 0.057319656014442444, + 0.09550663083791733, + 0.1304352730512619, + 0.018015645444393158, + 0.020425787195563316, + 0.039658237248659134, + 0.015698561444878578, + 0.055892299860715866 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.048652052879333496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12453154474496841, + 0.16316525638103485, + 0.0393395870923996, + 0.3800399899482727, + 0.1154576763510704, + 0.029074057936668396, + 0.03439970314502716, + 0.05163032189011574, + 0.012277164496481419, + 0.05008470639586449 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005248458590358496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a transformed Earth featuring a vortex of molten crimson and glacial blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there vast ribbons of auroras in emerald green, purple, and rosy pink above the planet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stars appear as luminous yellow swirls and pulsating clusters with thick paint textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by unbridled brushstrokes and impasto similar to Van Gogh's 'The Starry Night'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly to present the scene in a panoramic view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28126224875450134 + ], + "opposite_logprob_tokens": [ + -1.4062622785568237 + ], + "logprob_reward": -0.28126224875450134, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28126224875450134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03168212249875069, + 0.5179492831230164, + 0.028421111404895782, + 0.14932456612586975, + 0.12527720630168915, + 0.02329728938639164, + 0.024512292817234993, + 0.033534932881593704, + 0.04818321764469147, + 0.017817914485931396 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.28126224875450134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_tensor([283, 283])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_tensor([283, 283])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..205b7e9a3a82fca28effac92c7959409480bd58b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_tensor([283, 283])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, shot from an extremely low angle, captures a vast, deep blue wave, as vast as a mountain, surging upward with unstoppable force. The core of this majestic body of water is a deep indigo, while its sharp, crumbling peak, shimmering with sunlight filtering through gaps in the dark clouds, appears a translucent turquoise. Its edges tumble with countless tiny, dazzling white foam and mist. The crest curves inward in an elegant yet fatal arc, forming a vast tunnel that slowly and inexorably closes. Its interior, smooth as glass, reflects the gloomy light of the sky, creating a claustrophobic and majestic visual space. The surrounding sea surges and tumbles, merging with the wave's massive base. The entire scene, illuminated by a dramatic, cold palette of light and shadow, is imbued with an atmosphere of tension and grandeur, perfectly showcasing the awe-inspiring raw power of nature.", + "seed": 20669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_283_seed_20669_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1765922088176012, + "vlm_logprob": -0.1765922088176012, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.1765922088176012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4445825219154358 + ], + "opposite_logprob_tokens": [ + -1.069582462310791 + ], + "logprob_reward": -0.4445825219154358, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4445825219154358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10124365240335464, + 0.05400656536221504, + 0.18186113238334656, + 0.0422818623483181, + 0.05073801428079605, + 0.06451615691184998, + 0.3706025183200836, + 0.015533413738012314, + 0.0450424998998642, + 0.07417415827512741 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.4445825219154358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870543837547302 + ], + "opposite_logprob_tokens": [ + -1.137054443359375 + ], + "logprob_reward": -0.3870543837547302, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3870543837547302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24638374149799347, + 0.3345364034175873, + 0.0909411609172821, + 0.06912670284509659, + 0.0163797065615654, + 0.03601020202040672, + 0.0609978511929512, + 0.04598646238446236, + 0.023959292098879814, + 0.07567845284938812 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.3870543837547302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14962980151176453, + 0.05286721512675285, + 0.040787775069475174, + 0.047028761357069016, + 0.07581647485494614, + 0.06331385672092438, + 0.08715611696243286, + 0.06222551316022873, + 0.1488673835992813, + 0.2723071277141571 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191752955317497 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.018191752955317497, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191752955317497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1053181141614914, + 0.11844120174646378, + 0.0724395290017128, + 0.06403914839029312, + 0.23507575690746307, + 0.07753963768482208, + 0.09259603917598724, + 0.08564496785402298, + 0.040419116616249084, + 0.10848652571439743 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.018191752955317497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581139251589775 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581139251589775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581139251589775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18767479062080383, + 0.13168710470199585, + 0.12371595948934555, + 0.02654852718114853, + 0.02581295184791088, + 0.25193578004837036, + 0.13582901656627655, + 0.036008045077323914, + 0.03345271199941635, + 0.04733508080244064 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.020581139251589775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, captures a vast, deep blue wave, as vast as a mountain, surging upward with unstoppable force. The core of this majestic body of water is a deep indigo, while its sharp, crumbling peak, shimmering with sunlight filtering through gaps in the dark clouds, appears a translucent turquoise. Its edges tumble with countless tiny, dazzling white foam and mist. The crest curves inward in an elegant yet fatal arc, forming a vast tunnel that slowly and inexorably closes. Its interior, smooth as glass, reflects the gloomy light of the sky, creating a claustrophobic and majestic visual space. The surrounding sea surges and tumbles, merging with the wave's massive base. The entire scene, illuminated by a dramatic, cold palette of light and shadow, is imbued with an atmosphere of tension and grandeur, perfectly showcasing the awe-inspiring raw power of nature.", + "seed": 20670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_283_seed_20670_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11883538737893104, + "vlm_logprob": -0.11883538737893104, + "vlm_yes_no_margin": 3.050000011920929, + "vlm_token_credit": -0.11883538737893104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19255797564983368 + ], + "opposite_logprob_tokens": [ + -1.81755793094635 + ], + "logprob_reward": -0.19255797564983368, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19255797564983368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0431048758327961, + 0.02370605245232582, + 0.014283171854913235, + 0.03085903264582157, + 0.06619353592395782, + 0.03972515091300011, + 0.09194555133581161, + 0.2508726418018341, + 0.4222908020019531, + 0.01701916940510273 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.19255797564983368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862107038497925 + ], + "opposite_logprob_tokens": [ + -1.223621129989624 + ], + "logprob_reward": -0.34862107038497925, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34862107038497925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05654975771903992, + 0.29234200716018677, + 0.024832623079419136, + 0.05663304403424263, + 0.11360204964876175, + 0.04648861661553383, + 0.10735025256872177, + 0.24008744955062866, + 0.04121745750308037, + 0.020896824076771736 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.34862107038497925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372057527303696 + ], + "opposite_logprob_tokens": [ + -3.4087204933166504 + ], + "logprob_reward": -0.03372057527303696, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372057527303696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07883741706609726, + 0.06476311385631561, + 0.03122347593307495, + 0.09825821965932846, + 0.08614993095397949, + 0.05372745916247368, + 0.10271642357110977, + 0.41701725125312805, + 0.041533906012773514, + 0.025772757828235626 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.03372057527303696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0675966739654541, + 0.08157874643802643, + 0.03828579559922218, + 0.16517731547355652, + 0.052491217851638794, + 0.037878889590501785, + 0.13257594406604767, + 0.2553272247314453, + 0.12221424281597137, + 0.04687389358878136 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17962343990802765, + 0.04527895897626877, + 0.05737729370594025, + 0.07688868045806885, + 0.04194420203566551, + 0.04637078568339348, + 0.06140376627445221, + 0.23067809641361237, + 0.2155332863330841, + 0.04490147531032562 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.012540297582745552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, captures a vast, deep blue wave, as vast as a mountain, surging upward with unstoppable force. The core of this majestic body of water is a deep indigo, while its sharp, crumbling peak, shimmering with sunlight filtering through gaps in the dark clouds, appears a translucent turquoise. Its edges tumble with countless tiny, dazzling white foam and mist. The crest curves inward in an elegant yet fatal arc, forming a vast tunnel that slowly and inexorably closes. Its interior, smooth as glass, reflects the gloomy light of the sky, creating a claustrophobic and majestic visual space. The surrounding sea surges and tumbles, merging with the wave's massive base. The entire scene, illuminated by a dramatic, cold palette of light and shadow, is imbued with an atmosphere of tension and grandeur, perfectly showcasing the awe-inspiring raw power of nature.", + "seed": 20671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_283_seed_20671_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2772249486297369, + "vlm_logprob": -0.2772249486297369, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.2772249486297369, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9067754149436951 + ], + "opposite_logprob_tokens": [ + -0.5317754149436951 + ], + "logprob_reward": -0.9067754149436951, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9067754149436951, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09004731476306915, + 0.17155806720256805, + 0.050734810531139374, + 0.022022804245352745, + 0.08841218054294586, + 0.05317876115441322, + 0.3746285140514374, + 0.053326528519392014, + 0.057909879833459854, + 0.038181181997060776 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.9067754149436951 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870334327220917 + ], + "opposite_logprob_tokens": [ + -1.137033462524414 + ], + "logprob_reward": -0.3870334327220917, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870334327220917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020739123225212097, + 0.016217943280935287, + 0.027236105874180794, + 0.012816350907087326, + 0.2727087140083313, + 0.09927365928888321, + 0.045636311173439026, + 0.02108042500913143, + 0.38976946473121643, + 0.09452195465564728 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.3870334327220917 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078457236289978 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078457236289978, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078457236289978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03556440398097038, + 0.061999186873435974, + 0.013389564119279385, + 0.010183029808104038, + 0.08524874597787857, + 0.04724621772766113, + 0.3186364769935608, + 0.04525254666805267, + 0.23448523879051208, + 0.14799459278583527 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.016078457236289978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02463372051715851, + 0.03645319119095802, + 0.04198569804430008, + 0.011060426943004131, + 0.3659203052520752, + 0.036880847066640854, + 0.05754591524600983, + 0.02355032227933407, + 0.33788660168647766, + 0.06408298015594482 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.014195652678608894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062041785567998886 + ], + "opposite_logprob_tokens": [ + -2.812041759490967 + ], + "logprob_reward": -0.062041785567998886, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062041785567998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04352612793445587, + 0.03318868950009346, + 0.12192896008491516, + 0.030484875664114952, + 0.5061337351799011, + 0.05799670144915581, + 0.012151574715971947, + 0.01834324188530445, + 0.0884525328874588, + 0.08779354393482208 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.062041785567998886 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, captures a vast, deep blue wave, as vast as a mountain, surging upward with unstoppable force. The core of this majestic body of water is a deep indigo, while its sharp, crumbling peak, shimmering with sunlight filtering through gaps in the dark clouds, appears a translucent turquoise. Its edges tumble with countless tiny, dazzling white foam and mist. The crest curves inward in an elegant yet fatal arc, forming a vast tunnel that slowly and inexorably closes. Its interior, smooth as glass, reflects the gloomy light of the sky, creating a claustrophobic and majestic visual space. The surrounding sea surges and tumbles, merging with the wave's massive base. The entire scene, illuminated by a dramatic, cold palette of light and shadow, is imbued with an atmosphere of tension and grandeur, perfectly showcasing the awe-inspiring raw power of nature.", + "seed": 20672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_3/index_283_seed_20672_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2158958178013563, + "vlm_logprob": -0.2158958178013563, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.2158958178013563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39938029646873474 + ], + "opposite_logprob_tokens": [ + -1.1493803262710571 + ], + "logprob_reward": -0.39938029646873474, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39938029646873474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5678081512451172, + 0.03636516258120537, + 0.04373776540160179, + 0.01325561199337244, + 0.25269007682800293, + 0.029128778725862503, + 0.017483431845903397, + 0.010931899771094322, + 0.015376023016870022, + 0.01322311069816351 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.39938029646873474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327664256095886 + ], + "opposite_logprob_tokens": [ + -0.7577664256095886 + ], + "logprob_reward": -0.6327664256095886, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327664256095886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5291861295700073, + 0.10985740274190903, + 0.08975417912006378, + 0.05476085841655731, + 0.03568681702017784, + 0.043602827936410904, + 0.043245572596788406, + 0.04732544347643852, + 0.01911483146250248, + 0.0274659376591444 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.6327664256095886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211754314601421 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211754314601421, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211754314601421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.63095623254776, + 0.0780782401561737, + 0.03449327126145363, + 0.029827915132045746, + 0.13288341462612152, + 0.018732953816652298, + 0.036550432443618774, + 0.019635546952486038, + 0.009199261665344238, + 0.009642739780247211 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014211754314601421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539356015622616 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539356015622616, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539356015622616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4840245544910431, + 0.11600527912378311, + 0.053770314902067184, + 0.04749200865626335, + 0.0563385933637619, + 0.03431965038180351, + 0.07411462813615799, + 0.05985987186431885, + 0.044832970947027206, + 0.029242075979709625 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012539356015622616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wave's core color deep indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wave's sharp peak appear translucent turquoise with shimmering sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave's crest curve inward to form a tunnel that is slowly closing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a dramatic, cold palette of light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581256598234177 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581256598234177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581256598234177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37832263112068176, + 0.03475484251976013, + 0.038523297756910324, + 0.0959196388721466, + 0.09935813397169113, + 0.046934474259614944, + 0.1920437216758728, + 0.06333262473344803, + 0.0255438145250082, + 0.025266826152801514 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.020581256598234177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_tensor([6625, 6625])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_tensor([6625, 6625])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9bd5385e74687f68686ff355831d469c08a2dd62 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_tensor([6625, 6625])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "precise, full-body motion capture, captured with a dynamic tracking angle similar to a sports broadcast, follows a heavy transport truck. Set in a sprawling industrial complex, a thick, shrouded industrial fog obscures everything, blurring the distant steel structures and pipelines. In the background, a massive turbine emits a steady, low roar, its massive blades turning slowly and powerfully in the hazy air, creating a breathtaking sense of scale. The multi-axle truck, painted a weathered matte dark gray, its massive tires caked with mud, accelerates from a standstill with a deafening roar of its engine, its tires gripping the slippery concrete and sending up a cloud of spray. The camera captures its rapid acceleration with exceptional steadiness, highlighting the striking contrast of its dynamic mass and size with the vast, relatively static industrial complex in the background. Towering searchlights cast several beams of cold white light from above, penetrating the fog and forming moving spots of light and long shadows on the ground. The entire picture is dominated by cold blue and metallic gray, creating an atmosphere full of power, tension and grand industrial aesthetics.", + "seed": 9454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_6625_seed_9454_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17461310625076293, + "vlm_logprob": -0.17461310625076293, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.17461310625076293, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04549303650856018 + ], + "opposite_logprob_tokens": [ + -3.1704931259155273 + ], + "logprob_reward": -0.04549303650856018, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04549303650856018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18278852105140686, + 0.08052694797515869, + 0.13828328251838684, + 0.08291967213153839, + 0.07571420073509216, + 0.0487419068813324, + 0.22675921022891998, + 0.052036311477422714, + 0.051018960773944855, + 0.061210956424474716 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.04549303650856018 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890553817152977 + ], + "opposite_logprob_tokens": [ + -2.464055299758911 + ], + "logprob_reward": -0.0890553817152977, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890553817152977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06877785921096802, + 0.07024730741977692, + 0.031238438561558723, + 0.37031760811805725, + 0.059013791382312775, + 0.10803350806236267, + 0.13819073140621185, + 0.08158046752214432, + 0.03234119340777397, + 0.04025903716683388 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.0890553817152977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029543936252594 + ], + "opposite_logprob_tokens": [ + -2.3502955436706543 + ], + "logprob_reward": -0.10029543936252594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029543936252594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19490943849086761, + 0.0845591127872467, + 0.14977598190307617, + 0.07967258989810944, + 0.08622323721647263, + 0.06656713038682938, + 0.23162773251533508, + 0.045475758612155914, + 0.03193356469273567, + 0.029255438596010208 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.10029543936252594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761812329292297 + ], + "opposite_logprob_tokens": [ + -0.8261812329292297 + ], + "logprob_reward": -0.5761812329292297, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761812329292297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04802027344703674, + 0.031782086938619614, + 0.034666575491428375, + 0.08809275925159454, + 0.09405539184808731, + 0.3993512988090515, + 0.23824955523014069, + 0.0224697794765234, + 0.020264122635126114, + 0.02304813079535961 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.5761812329292297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204044073820114 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.06204044073820114, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204044073820114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16656266152858734, + 0.09744518250226974, + 0.07897314429283142, + 0.1747339367866516, + 0.12415247410535812, + 0.07300658524036407, + 0.07628998160362244, + 0.06432942301034927, + 0.06228426843881607, + 0.08222232013940811 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.06204044073820114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "precise, full-body motion capture, captured with a dynamic tracking angle similar to a sports broadcast, follows a heavy transport truck. Set in a sprawling industrial complex, a thick, shrouded industrial fog obscures everything, blurring the distant steel structures and pipelines. In the background, a massive turbine emits a steady, low roar, its massive blades turning slowly and powerfully in the hazy air, creating a breathtaking sense of scale. The multi-axle truck, painted a weathered matte dark gray, its massive tires caked with mud, accelerates from a standstill with a deafening roar of its engine, its tires gripping the slippery concrete and sending up a cloud of spray. The camera captures its rapid acceleration with exceptional steadiness, highlighting the striking contrast of its dynamic mass and size with the vast, relatively static industrial complex in the background. Towering searchlights cast several beams of cold white light from above, penetrating the fog and forming moving spots of light and long shadows on the ground. The entire picture is dominated by cold blue and metallic gray, creating an atmosphere full of power, tension and grand industrial aesthetics.", + "seed": 9455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_6625_seed_9455_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13320838324725628, + "vlm_logprob": -0.13320838324725628, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.13320838324725628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02548266388475895 + ], + "opposite_logprob_tokens": [ + -3.775482654571533 + ], + "logprob_reward": -0.02548266388475895, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02548266388475895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045809224247932434, + 0.025694921612739563, + 0.02203727699816227, + 0.04612547531723976, + 0.025426777079701424, + 0.056169748306274414, + 0.05082734301686287, + 0.5540055632591248, + 0.05799645557999611, + 0.11590728163719177 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.02548266388475895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709041476249695 + ], + "opposite_logprob_tokens": [ + -1.1370904445648193 + ], + "logprob_reward": -0.38709041476249695, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38709041476249695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0430821031332016, + 0.15097960829734802, + 0.06974132359027863, + 0.08263445645570755, + 0.035949062556028366, + 0.047558367252349854, + 0.044346749782562256, + 0.11556906253099442, + 0.09482058137655258, + 0.3153187334537506 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.38709041476249695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1799723505973816, + 0.16123783588409424, + 0.058263860642910004, + 0.08029855787754059, + 0.08838953077793121, + 0.04112847521901131, + 0.025576334446668625, + 0.12466839700937271, + 0.056416481733322144, + 0.18404819071292877 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041095554828644 + ], + "opposite_logprob_tokens": [ + -1.91041100025177 + ], + "logprob_reward": -0.16041095554828644, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041095554828644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10884058475494385, + 0.13170282542705536, + 0.0798068419098854, + 0.05622032657265663, + 0.060214582830667496, + 0.12216752022504807, + 0.0662173181772232, + 0.23048654198646545, + 0.07868422567844391, + 0.06565921008586884 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.16041095554828644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495587736368179 + ], + "opposite_logprob_tokens": [ + -2.9299559593200684 + ], + "logprob_reward": -0.05495587736368179, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495587736368179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16017818450927734, + 0.12793570756912231, + 0.05586232617497444, + 0.07296294718980789, + 0.06340963393449783, + 0.04052527993917465, + 0.037438150495290756, + 0.12740081548690796, + 0.05325273424386978, + 0.2610342502593994 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05495587736368179 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "precise, full-body motion capture, captured with a dynamic tracking angle similar to a sports broadcast, follows a heavy transport truck. Set in a sprawling industrial complex, a thick, shrouded industrial fog obscures everything, blurring the distant steel structures and pipelines. In the background, a massive turbine emits a steady, low roar, its massive blades turning slowly and powerfully in the hazy air, creating a breathtaking sense of scale. The multi-axle truck, painted a weathered matte dark gray, its massive tires caked with mud, accelerates from a standstill with a deafening roar of its engine, its tires gripping the slippery concrete and sending up a cloud of spray. The camera captures its rapid acceleration with exceptional steadiness, highlighting the striking contrast of its dynamic mass and size with the vast, relatively static industrial complex in the background. Towering searchlights cast several beams of cold white light from above, penetrating the fog and forming moving spots of light and long shadows on the ground. The entire picture is dominated by cold blue and metallic gray, creating an atmosphere full of power, tension and grand industrial aesthetics.", + "seed": 9456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_6625_seed_9456_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18727756943553686, + "vlm_logprob": -0.18727756943553686, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.18727756943553686, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013253566808998585 + ], + "opposite_logprob_tokens": [ + -4.388253688812256 + ], + "logprob_reward": -0.013253566808998585, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013253566808998585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290498971939087, + 0.12332934886217117, + 0.14927402138710022, + 0.06637129187583923, + 0.08036323636770248, + 0.07739487290382385, + 0.09412357211112976, + 0.05867645889520645, + 0.1456935554742813, + 0.07572376728057861 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.013253566808998585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556515038013458 + ], + "opposite_logprob_tokens": [ + -1.6005651950836182 + ], + "logprob_reward": -0.22556515038013458, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556515038013458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2584373950958252, + 0.3235135078430176, + 0.19473999738693237, + 0.02807716839015484, + 0.02959544211626053, + 0.03104713372886181, + 0.026658007875084877, + 0.03910481184720993, + 0.04984196648001671, + 0.018984587863087654 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22556515038013458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773852303624153 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.009773852303624153, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773852303624153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3080481290817261, + 0.3261738121509552, + 0.12453653663396835, + 0.04624282941222191, + 0.030911022797226906, + 0.02055586874485016, + 0.025037238374352455, + 0.0194119680672884, + 0.07733054459095001, + 0.021752022206783295 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009773852303624153 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328545212745667 + ], + "opposite_logprob_tokens": [ + -0.7578545212745667 + ], + "logprob_reward": -0.6328545212745667, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328545212745667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557820439338684, + 0.1002737283706665, + 0.21855859458446503, + 0.029800327494740486, + 0.03352414071559906, + 0.13471081852912903, + 0.24442343413829803, + 0.015267792157828808, + 0.05206666514277458, + 0.015592499636113644 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.6328545212745667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054940756410360336 + ], + "opposite_logprob_tokens": [ + -2.929940700531006 + ], + "logprob_reward": -0.054940756410360336, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054940756410360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3903835415840149, + 0.07815931737422943, + 0.12543873488903046, + 0.047861192375421524, + 0.052347175776958466, + 0.04494384676218033, + 0.07930207252502441, + 0.049155671149492264, + 0.08873196691274643, + 0.0436764694750309 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.054940756410360336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "precise, full-body motion capture, captured with a dynamic tracking angle similar to a sports broadcast, follows a heavy transport truck. Set in a sprawling industrial complex, a thick, shrouded industrial fog obscures everything, blurring the distant steel structures and pipelines. In the background, a massive turbine emits a steady, low roar, its massive blades turning slowly and powerfully in the hazy air, creating a breathtaking sense of scale. The multi-axle truck, painted a weathered matte dark gray, its massive tires caked with mud, accelerates from a standstill with a deafening roar of its engine, its tires gripping the slippery concrete and sending up a cloud of spray. The camera captures its rapid acceleration with exceptional steadiness, highlighting the striking contrast of its dynamic mass and size with the vast, relatively static industrial complex in the background. Towering searchlights cast several beams of cold white light from above, penetrating the fog and forming moving spots of light and long shadows on the ground. The entire picture is dominated by cold blue and metallic gray, creating an atmosphere full of power, tension and grand industrial aesthetics.", + "seed": 9457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_4/index_6625_seed_9457_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16590708382427694, + "vlm_logprob": -0.16590708382427694, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.16590708382427694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01698952354490757 + ], + "opposite_logprob_tokens": [ + -4.141989707946777 + ], + "logprob_reward": -0.01698952354490757, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01698952354490757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16094212234020233, + 0.050291724503040314, + 0.0448036752641201, + 0.21173211932182312, + 0.09146329760551453, + 0.05130621790885925, + 0.06202494353055954, + 0.10039371997117996, + 0.18805530667304993, + 0.03898683190345764 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.01698952354490757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158202946186066 + ], + "opposite_logprob_tokens": [ + -1.7015820741653442 + ], + "logprob_reward": -0.20158202946186066, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158202946186066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14175660908222198, + 0.14131538569927216, + 0.1228349432349205, + 0.13234876096248627, + 0.055821631103754044, + 0.04656562954187393, + 0.06281264871358871, + 0.20594941079616547, + 0.05038388818502426, + 0.04021109268069267 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.20158202946186066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187425374984741 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187425374984741, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187425374984741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2255568504333496, + 0.24115025997161865, + 0.06836926192045212, + 0.09610185027122498, + 0.030707908794283867, + 0.042394984513521194, + 0.03882704675197601, + 0.045294389128685, + 0.1495683640241623, + 0.06202908977866173 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014187425374984741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762011408805847 + ], + "opposite_logprob_tokens": [ + -0.8262011408805847 + ], + "logprob_reward": -0.5762011408805847, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762011408805847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.464520663022995, + 0.10961583256721497, + 0.1227947473526001, + 0.047386761754751205, + 0.03413907065987587, + 0.02716485783457756, + 0.025822604075074196, + 0.0477510541677475, + 0.07285425066947937, + 0.04795010760426521 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5762011408805847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy multi-axle transport truck painted a weathered matte dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the truck accelerating from a standstill with its tires caked in mud and sending up a cloud of spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a sprawling industrial complex with thick fog obscuring distant steel structures and pipelines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive turbine visible in the background with slowly turning blades emitting a low roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature towering searchlights casting cold white beams that penetrate the fog and create moving spots of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575299859046936 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575299859046936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575299859046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12428676337003708, + 0.1124241054058075, + 0.045476630330085754, + 0.07309643179178238, + 0.392777681350708, + 0.05975649505853653, + 0.04159001260995865, + 0.043395135551691055, + 0.04331376776099205, + 0.06388299912214279 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.020575299859046936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_tensor([3719, 3719])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_tensor([3719, 3719])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..868c8ccd06cb772d1c166de02ff480800e4aeed3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_tensor([3719, 3719])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, captured from a slightly upward angle, captured in slow motion and smoothly tilted downward to follow the subject's movements, focuses on a young boy, perhaps five or six, with short, shaggy brown hair. He wears a one-piece flannel pajamas printed with blue and green cartoon dinosaurs, his face radiating pure, unrestrained joy. Soft morning sunlight slants through a side window, framing him in a soft golden glow. Standing on a large bed covered in a thick, rumpled white duvet, he suddenly bends his knees to gather momentum, then leaps upward with all his might, his body unfurling in the air, arms outstretched for balance, like a bird poised for flight. As the camera slowly pans downward, his feet plant themselves firmly and precisely into the thick, beige, shag carpet below. The soft fibers instantly spread out at the impact, perfectly cushioning the force of his fall. The whole scene is painted in warm tones with soft light and shadow, creating a morning atmosphere full of childlike fun, warmth and carefreeness.", + "seed": 30284, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_3719_seed_30284_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013202073774300516, + "vlm_logprob": -0.013202073774300516, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013202073774300516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009138306602835655 + ], + "opposite_logprob_tokens": [ + -4.759138107299805 + ], + "logprob_reward": -0.009138306602835655, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009138306602835655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10902167111635208, + 0.0415988452732563, + 0.027259595692157745, + 0.5287632942199707, + 0.031449951231479645, + 0.03720272704958916, + 0.05354395508766174, + 0.07799584418535233, + 0.066819928586483, + 0.026344195008277893 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.009138306602835655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607470214366913 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.01607470214366913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607470214366913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06518159061670303, + 0.03940417990088463, + 0.03339007496833801, + 0.24348574876785278, + 0.31125664710998535, + 0.03553054854273796, + 0.02323191985487938, + 0.10176479071378708, + 0.09689336270093918, + 0.049861110746860504 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.01607470214366913 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177094760350883 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177094760350883, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177094760350883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030948996543884277, + 0.017908334732055664, + 0.0181109718978405, + 0.05288876220583916, + 0.6050095558166504, + 0.06331194192171097, + 0.02328227460384369, + 0.050979405641555786, + 0.07727599889039993, + 0.060283757746219635 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.001177094760350883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943719297647476 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943719297647476, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943719297647476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3848837614059448, + 0.04354730248451233, + 0.022162554785609245, + 0.04534605145454407, + 0.10417136549949646, + 0.13459523022174835, + 0.0221501924097538, + 0.05550409480929375, + 0.13885225355625153, + 0.04878716170787811 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.005943719297647476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033676546066999435 + ], + "opposite_logprob_tokens": [ + -3.4086766242980957 + ], + "logprob_reward": -0.033676546066999435, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033676546066999435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02961024083197117, + 0.033082518726587296, + 0.0378415621817112, + 0.337879478931427, + 0.28698211908340454, + 0.03126967325806618, + 0.0229080431163311, + 0.05042993649840355, + 0.12716901302337646, + 0.04282742738723755 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.033676546066999435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly upward angle, captured in slow motion and smoothly tilted downward to follow the subject's movements, focuses on a young boy, perhaps five or six, with short, shaggy brown hair. He wears a one-piece flannel pajamas printed with blue and green cartoon dinosaurs, his face radiating pure, unrestrained joy. Soft morning sunlight slants through a side window, framing him in a soft golden glow. Standing on a large bed covered in a thick, rumpled white duvet, he suddenly bends his knees to gather momentum, then leaps upward with all his might, his body unfurling in the air, arms outstretched for balance, like a bird poised for flight. As the camera slowly pans downward, his feet plant themselves firmly and precisely into the thick, beige, shag carpet below. The soft fibers instantly spread out at the impact, perfectly cushioning the force of his fall. The whole scene is painted in warm tones with soft light and shadow, creating a morning atmosphere full of childlike fun, warmth and carefreeness.", + "seed": 30285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_3719_seed_30285_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01543982494622469, + "vlm_logprob": -0.01543982494622469, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01543982494622469, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02367582730948925 + ], + "opposite_logprob_tokens": [ + -3.7736759185791016 + ], + "logprob_reward": -0.02367582730948925, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02367582730948925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33017173409461975, + 0.026057295501232147, + 0.0578635036945343, + 0.04301474243402481, + 0.1729145050048828, + 0.06161518767476082, + 0.07329269498586655, + 0.05281485244631767, + 0.07243499904870987, + 0.10982044786214828 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.02367582730948925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1195295974612236, + 0.03843948245048523, + 0.09129060059785843, + 0.11810082942247391, + 0.0949343740940094, + 0.18076810240745544, + 0.07463870197534561, + 0.078924760222435, + 0.14981421828269958, + 0.053559284657239914 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.026348518207669258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024857595562934875 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024857595562934875, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024857595562934875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07267235219478607, + 0.03183799982070923, + 0.07890090346336365, + 0.03880617395043373, + 0.04766317084431648, + 0.08089181035757065, + 0.19000545144081116, + 0.25644630193710327, + 0.07152848690748215, + 0.1312473714351654 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0024857595562934875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5893044471740723, + 0.032750289887189865, + 0.02886408008635044, + 0.045420099049806595, + 0.053789470344781876, + 0.0639740452170372, + 0.055208586156368256, + 0.029470527544617653, + 0.020750494673848152, + 0.08046794682741165 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.00863425899296999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054760664701462 + ], + "opposite_logprob_tokens": [ + -4.141054630279541 + ], + "logprob_reward": -0.016054760664701462, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054760664701462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0784640684723854, + 0.046734441071748734, + 0.07233880460262299, + 0.05802466720342636, + 0.1526767462491989, + 0.2696385383605957, + 0.07590300589799881, + 0.11339045315980911, + 0.07210303843021393, + 0.060726214200258255 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.016054760664701462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly upward angle, captured in slow motion and smoothly tilted downward to follow the subject's movements, focuses on a young boy, perhaps five or six, with short, shaggy brown hair. He wears a one-piece flannel pajamas printed with blue and green cartoon dinosaurs, his face radiating pure, unrestrained joy. Soft morning sunlight slants through a side window, framing him in a soft golden glow. Standing on a large bed covered in a thick, rumpled white duvet, he suddenly bends his knees to gather momentum, then leaps upward with all his might, his body unfurling in the air, arms outstretched for balance, like a bird poised for flight. As the camera slowly pans downward, his feet plant themselves firmly and precisely into the thick, beige, shag carpet below. The soft fibers instantly spread out at the impact, perfectly cushioning the force of his fall. The whole scene is painted in warm tones with soft light and shadow, creating a morning atmosphere full of childlike fun, warmth and carefreeness.", + "seed": 30286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_3719_seed_30286_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014121402194723487, + "vlm_logprob": -0.014121402194723487, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.014121402194723487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01868012547492981 + ], + "opposite_logprob_tokens": [ + -4.018680095672607 + ], + "logprob_reward": -0.01868012547492981, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01868012547492981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.171148881316185, + 0.059130262583494186, + 0.05387328192591667, + 0.0565250962972641, + 0.06090053915977478, + 0.08478739112615585, + 0.07802463322877884, + 0.15854738652706146, + 0.2135295420885086, + 0.06353297084569931 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01868012547492981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328423038125038 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328423038125038, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328423038125038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07437366992235184, + 0.06521837413311005, + 0.049726538360118866, + 0.07277064770460129, + 0.08062483370304108, + 0.24526405334472656, + 0.04712708294391632, + 0.11931367963552475, + 0.17072319984436035, + 0.0748579278588295 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.02328423038125038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028140253853052855 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028140253853052855, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028140253853052855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07353832572698593, + 0.09233048558235168, + 0.22702039778232574, + 0.15823979675769806, + 0.1276955008506775, + 0.09701557457447052, + 0.036932915449142456, + 0.05424601212143898, + 0.08507250249385834, + 0.0479084812104702 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.0028140253853052855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776685386896133 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776685386896133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776685386896133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22244125604629517, + 0.39499491453170776, + 0.03883956000208855, + 0.027644958347082138, + 0.04365241155028343, + 0.09596548974514008, + 0.02200353890657425, + 0.044754572212696075, + 0.07577181607484818, + 0.033931490033864975 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.009776685386896133 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016051944345235825 + ], + "opposite_logprob_tokens": [ + -4.141051769256592 + ], + "logprob_reward": -0.016051944345235825, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016051944345235825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05769684165716171, + 0.06250637024641037, + 0.07318960130214691, + 0.07693706452846527, + 0.046390559524297714, + 0.15611675381660461, + 0.11315806210041046, + 0.20391489565372467, + 0.1614365577697754, + 0.048653289675712585 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.016051944345235825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly upward angle, captured in slow motion and smoothly tilted downward to follow the subject's movements, focuses on a young boy, perhaps five or six, with short, shaggy brown hair. He wears a one-piece flannel pajamas printed with blue and green cartoon dinosaurs, his face radiating pure, unrestrained joy. Soft morning sunlight slants through a side window, framing him in a soft golden glow. Standing on a large bed covered in a thick, rumpled white duvet, he suddenly bends his knees to gather momentum, then leaps upward with all his might, his body unfurling in the air, arms outstretched for balance, like a bird poised for flight. As the camera slowly pans downward, his feet plant themselves firmly and precisely into the thick, beige, shag carpet below. The soft fibers instantly spread out at the impact, perfectly cushioning the force of his fall. The whole scene is painted in warm tones with soft light and shadow, creating a morning atmosphere full of childlike fun, warmth and carefreeness.", + "seed": 30287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_5/index_3719_seed_30287_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021006195177324116, + "vlm_logprob": -0.021006195177324116, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.021006195177324116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02107558399438858 + ], + "opposite_logprob_tokens": [ + -3.896075487136841 + ], + "logprob_reward": -0.02107558399438858, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02107558399438858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13546228408813477, + 0.0266828965395689, + 0.04544879496097565, + 0.0533372238278389, + 0.05166709050536156, + 0.05855357274413109, + 0.05748686566948891, + 0.07695584744215012, + 0.031622666865587234, + 0.46278277039527893 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02107558399438858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11645962297916412, + 0.0805676206946373, + 0.09010181576013565, + 0.17882698774337769, + 0.10879601538181305, + 0.06391634047031403, + 0.09421853721141815, + 0.06187572702765465, + 0.06954469531774521, + 0.1356925666332245 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.026349563151597977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334372558631003 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.001334372558631003, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334372558631003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10378768295049667, + 0.043711815029382706, + 0.054374150931835175, + 0.1324654519557953, + 0.1885131299495697, + 0.06793107092380524, + 0.03374806046485901, + 0.06927856057882309, + 0.047284085303545, + 0.2589060366153717 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.001334372558631003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809913620352745 + ], + "opposite_logprob_tokens": [ + -3.2880990505218506 + ], + "logprob_reward": -0.03809913620352745, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809913620352745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2510935664176941, + 0.13256610929965973, + 0.05746221914887428, + 0.07201924175024033, + 0.07257688045501709, + 0.14455179870128632, + 0.033314239233732224, + 0.03139438107609749, + 0.031223518773913383, + 0.17379802465438843 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03809913620352745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young boy with short, shaggy brown hair wearing one-piece flannel pajamas with blue and green cartoon dinosaurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy start by bending his knees to gather momentum and then leap upward with arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy land on a thick, beige, shag carpet where the fibers spread out upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by soft morning sunlight slanting through a side window, creating a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a slightly upward angle and smoothly tilt downward to follow the boy's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817231997847557 + ], + "opposite_logprob_tokens": [ + -4.018172264099121 + ], + "logprob_reward": -0.01817231997847557, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817231997847557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08469387888908386, + 0.07165851444005966, + 0.06430193781852722, + 0.0992845669388771, + 0.1472146064043045, + 0.12396971136331558, + 0.08465604484081268, + 0.15380391478538513, + 0.05869092047214508, + 0.11172584444284439 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.01817231997847557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_tensor([899, 899])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_tensor([899, 899])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ee0960c181d8277507592c73766f598a69e067 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_tensor([899, 899])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic shot, rendered with Octane for stunning physical realism, begins from a very low angle. A Subaru WRX STI ARX, covered in thick, wet mud, completes a breathtaking leap before crashing down onto the uneven gravel track. At the moment of impact, its specialized suspension system compresses to its limits, sending the car's wide body plummeting, nearly contacting its tires. Simultaneously, a shockwave of mud, water, and gravel erupts from the wheels, each particle visible in breathtaking detail thanks to physically accurate ray tracing. The car's classic blue livery and geometric decals appear faintly beneath the mud, the wet mud reflecting an oily texture in the bright, diffused light beneath the overcast sky. Then, the camera quickly and steadily tilts upwards and pans along with the car, capturing it as it instantly recovers its body posture. With the huge roar of the engine, the four-wheel drive system frantically digs up the ground, kicking up a cloud of dust, and its figure disappears into the dust and mist in the distance of the track. The whole picture is full of adrenaline-pumping tension and mechanical violent aesthetics, showing the moments of power and speed in racing to the fullest.", + "seed": 8607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_899_seed_8607_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04308400060981512, + "vlm_logprob": -0.04308400060981512, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.04308400060981512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02783164195716381 + ], + "opposite_logprob_tokens": [ + -3.652831554412842 + ], + "logprob_reward": -0.02783164195716381, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02783164195716381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13717268407344818, + 0.07986797392368317, + 0.12165925651788712, + 0.23398461937904358, + 0.08966192603111267, + 0.10147245228290558, + 0.06575684994459152, + 0.023328831419348717, + 0.0725269541144371, + 0.07456845790147781 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02783164195716381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129314973950386 + ], + "opposite_logprob_tokens": [ + -2.237931489944458 + ], + "logprob_reward": -0.1129314973950386, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129314973950386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1070341169834137, + 0.1474934220314026, + 0.11249767243862152, + 0.1696481853723526, + 0.0431835800409317, + 0.056888967752456665, + 0.04353325068950653, + 0.0633242279291153, + 0.14106875658035278, + 0.11532782018184662 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.1129314973950386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18182913959026337, + 0.07784907519817352, + 0.0794261172413826, + 0.13194698095321655, + 0.12177927047014236, + 0.07342056185007095, + 0.08492296189069748, + 0.058454301208257675, + 0.026441289111971855, + 0.16393031179904938 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494312569499016 + ], + "opposite_logprob_tokens": [ + -2.929943084716797 + ], + "logprob_reward": -0.05494312569499016, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494312569499016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3087589144706726, + 0.09083794057369232, + 0.07823837548494339, + 0.13661378622055054, + 0.09680052846670151, + 0.06849291920661926, + 0.04611534997820854, + 0.04673675447702408, + 0.05034086853265762, + 0.07706444710493088 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.05494312569499016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070379056036472 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070379056036472, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070379056036472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023623444139957428, + 0.03566985949873924, + 0.025719312950968742, + 0.0852183997631073, + 0.03280257061123848, + 0.017200352624058723, + 0.013318859040737152, + 0.019045885652303696, + 0.05929328501224518, + 0.688107967376709 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.011070379056036472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, rendered with Octane for stunning physical realism, begins from a very low angle. A Subaru WRX STI ARX, covered in thick, wet mud, completes a breathtaking leap before crashing down onto the uneven gravel track. At the moment of impact, its specialized suspension system compresses to its limits, sending the car's wide body plummeting, nearly contacting its tires. Simultaneously, a shockwave of mud, water, and gravel erupts from the wheels, each particle visible in breathtaking detail thanks to physically accurate ray tracing. The car's classic blue livery and geometric decals appear faintly beneath the mud, the wet mud reflecting an oily texture in the bright, diffused light beneath the overcast sky. Then, the camera quickly and steadily tilts upwards and pans along with the car, capturing it as it instantly recovers its body posture. With the huge roar of the engine, the four-wheel drive system frantically digs up the ground, kicking up a cloud of dust, and its figure disappears into the dust and mist in the distance of the track. The whole picture is full of adrenaline-pumping tension and mechanical violent aesthetics, showing the moments of power and speed in racing to the fullest.", + "seed": 8608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_899_seed_8608_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25608963388949635, + "vlm_logprob": -0.25608963388949635, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.25608963388949635, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013458003289997578 + ], + "opposite_logprob_tokens": [ + -4.388457775115967 + ], + "logprob_reward": -0.013458003289997578, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013458003289997578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18479089438915253, + 0.14731648564338684, + 0.09733310341835022, + 0.24017593264579773, + 0.06511534005403519, + 0.04665932431817055, + 0.057719480246305466, + 0.07204055041074753, + 0.05346568673849106, + 0.03538317605853081 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.013458003289997578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556999325752258 + ], + "opposite_logprob_tokens": [ + -1.6005699634552002 + ], + "logprob_reward": -0.22556999325752258, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556999325752258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1973143070936203, + 0.17571839690208435, + 0.21066725254058838, + 0.14335042238235474, + 0.06702277809381485, + 0.02344527281820774, + 0.06152717024087906, + 0.06685874611139297, + 0.02376672439277172, + 0.03032892383635044 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.22556999325752258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21345354616641998, + 0.08254726976156235, + 0.1228870153427124, + 0.050866786390542984, + 0.05792675539851189, + 0.06105619668960571, + 0.11311113089323044, + 0.1368435025215149, + 0.06390030682086945, + 0.09740754216909409 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704028189182281 + ], + "opposite_logprob_tokens": [ + -2.127040386199951 + ], + "logprob_reward": -0.12704028189182281, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704028189182281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26263856887817383, + 0.07347864657640457, + 0.057822711765766144, + 0.08202469348907471, + 0.04791231453418732, + 0.09912490844726562, + 0.10376331955194473, + 0.15544117987155914, + 0.05491055175662041, + 0.06288310885429382 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.12704028189182281 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983058929443359 + ], + "opposite_logprob_tokens": [ + -0.5233058929443359 + ], + "logprob_reward": -0.8983058929443359, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983058929443359, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09320047497749329, + 0.07671406865119934, + 0.16040247678756714, + 0.12882448732852936, + 0.1255701780319214, + 0.05354929715394974, + 0.10141429305076599, + 0.11339391767978668, + 0.060606807470321655, + 0.08632395416498184 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.8983058929443359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic shot, rendered with Octane for stunning physical realism, begins from a very low angle. A Subaru WRX STI ARX, covered in thick, wet mud, completes a breathtaking leap before crashing down onto the uneven gravel track. At the moment of impact, its specialized suspension system compresses to its limits, sending the car's wide body plummeting, nearly contacting its tires. Simultaneously, a shockwave of mud, water, and gravel erupts from the wheels, each particle visible in breathtaking detail thanks to physically accurate ray tracing. The car's classic blue livery and geometric decals appear faintly beneath the mud, the wet mud reflecting an oily texture in the bright, diffused light beneath the overcast sky. Then, the camera quickly and steadily tilts upwards and pans along with the car, capturing it as it instantly recovers its body posture. With the huge roar of the engine, the four-wheel drive system frantically digs up the ground, kicking up a cloud of dust, and its figure disappears into the dust and mist in the distance of the track. The whole picture is full of adrenaline-pumping tension and mechanical violent aesthetics, showing the moments of power and speed in racing to the fullest.", + "seed": 8609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_899_seed_8609_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06380656771361828, + "vlm_logprob": -0.06380656771361828, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.06380656771361828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01033962331712246 + ], + "opposite_logprob_tokens": [ + -5.010339736938477 + ], + "logprob_reward": -0.01033962331712246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.01033962331712246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05103505402803421, + 0.056781526654958725, + 0.028029916808009148, + 0.4371104836463928, + 0.22670890390872955, + 0.041352637112140656, + 0.042685605585575104, + 0.04589284211397171, + 0.05328890308737755, + 0.01711411029100418 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.01033962331712246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520739436149597 + ], + "opposite_logprob_tokens": [ + -1.5020740032196045 + ], + "logprob_reward": -0.2520739436149597, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520739436149597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04516422376036644, + 0.038206230849027634, + 0.010977296158671379, + 0.22417671978473663, + 0.4522058665752411, + 0.02095940336585045, + 0.05108112096786499, + 0.051694631576538086, + 0.0879574716091156, + 0.01757703721523285 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.2520739436149597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08545345067977905, + 0.1528773307800293, + 0.05374688282608986, + 0.41685229539871216, + 0.08792421966791153, + 0.027822600677609444, + 0.026921309530735016, + 0.08594530075788498, + 0.03357364982366562, + 0.028882980346679688 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.00864844024181366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792189598083496 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792189598083496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792189598083496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03801838308572769, + 0.011878655292093754, + 0.028369180858135223, + 0.7095322012901306, + 0.10938762128353119, + 0.022682908922433853, + 0.025336850434541702, + 0.011609758250415325, + 0.024616340175271034, + 0.01856808364391327 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.029792189598083496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817864179611206 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817864179611206, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817864179611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03267315775156021, + 0.042657580226659775, + 0.015302455984055996, + 0.07336430996656418, + 0.4656967222690582, + 0.02948615327477455, + 0.052770622074604034, + 0.1786615252494812, + 0.06933369487524033, + 0.04005386680364609 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.01817864179611206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, rendered with Octane for stunning physical realism, begins from a very low angle. A Subaru WRX STI ARX, covered in thick, wet mud, completes a breathtaking leap before crashing down onto the uneven gravel track. At the moment of impact, its specialized suspension system compresses to its limits, sending the car's wide body plummeting, nearly contacting its tires. Simultaneously, a shockwave of mud, water, and gravel erupts from the wheels, each particle visible in breathtaking detail thanks to physically accurate ray tracing. The car's classic blue livery and geometric decals appear faintly beneath the mud, the wet mud reflecting an oily texture in the bright, diffused light beneath the overcast sky. Then, the camera quickly and steadily tilts upwards and pans along with the car, capturing it as it instantly recovers its body posture. With the huge roar of the engine, the four-wheel drive system frantically digs up the ground, kicking up a cloud of dust, and its figure disappears into the dust and mist in the distance of the track. The whole picture is full of adrenaline-pumping tension and mechanical violent aesthetics, showing the moments of power and speed in racing to the fullest.", + "seed": 8610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_6/index_899_seed_8610_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22600206583738328, + "vlm_logprob": -0.22600206583738328, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.22600206583738328, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027517171576619148 + ], + "opposite_logprob_tokens": [ + -3.652517080307007 + ], + "logprob_reward": -0.027517171576619148, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027517171576619148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14481234550476074, + 0.13313333690166473, + 0.0819670781493187, + 0.17639201879501343, + 0.0330037996172905, + 0.17162752151489258, + 0.11864197254180908, + 0.09669144451618195, + 0.012907701544463634, + 0.030822766944766045 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.027517171576619148 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933603286743164 + ], + "opposite_logprob_tokens": [ + -0.6933603286743164 + ], + "logprob_reward": -0.6933603286743164, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933603286743164, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07076966017484665, + 0.3132166564464569, + 0.08373092114925385, + 0.09774725884199142, + 0.0306478850543499, + 0.2554871737957001, + 0.03662141039967537, + 0.07741808146238327, + 0.007576933596283197, + 0.026783956214785576 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.6933603286743164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06012818217277527, + 0.18912503123283386, + 0.11860499531030655, + 0.10310686379671097, + 0.0265086367726326, + 0.1289670318365097, + 0.10291917622089386, + 0.24420355260372162, + 0.011554218828678131, + 0.01488234382122755 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428094506263733 + ], + "opposite_logprob_tokens": [ + -2.0178093910217285 + ], + "logprob_reward": -0.1428094506263733, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428094506263733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2933787405490875, + 0.13551487028598785, + 0.044076211750507355, + 0.10200057923793793, + 0.0843065083026886, + 0.179568812251091, + 0.08980845659971237, + 0.014990785159170628, + 0.011872809380292892, + 0.04448220878839493 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.1428094506263733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Subaru WRX STI ARX covered in thick, wet mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car perform a leap before crashing down onto an uneven gravel track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car's blue livery and geometric decals visible beneath the mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a very low angle and then tilt upwards while panning along with the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the car kick up a cloud of dust and disappear into the distance after recovering its posture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521144449710846 + ], + "opposite_logprob_tokens": [ + -1.5021144151687622 + ], + "logprob_reward": -0.2521144449710846, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521144449710846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20504119992256165, + 0.1428387314081192, + 0.08949589729309082, + 0.06972130388021469, + 0.04741653427481651, + 0.22365763783454895, + 0.1441316157579422, + 0.008444816805422306, + 0.015507537871599197, + 0.05374474078416824 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.2521144449710846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_tensor([6286, 6286])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_tensor([6286, 6286])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe37f613a9ed1ddf544efd9e6425d5e7eda605c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_tensor([6286, 6286])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a warm, Stardew Valley-esque pixelated scene, a fixed, overhead camera (a bird's-eye view) is pinpointed at the center of the scene. Atop a wood-grained tabletop composed of warm, blocky brown and tan pixels sits a minimalist, textured ceramic covered bowl constructed from ivory white pixels. At the bottom of the bowl, a round Pu'er tea cake, composed of tightly compressed dark brown, black, and ochre pixels, rests quietly, its uneven surface imbued with a handcrafted quality. Then, a stream of scalding hot water, composed of shimmering white and light blue pixels, steadily and gently pours down from the top of the frame, unerringly hitting the center of the tea cake. Almost instantly, a stream of deep ruby-red tea spreads out from the tea cake, spreading swiftly and elegantly like a drop of thick ink on rice paper. Its expanding edges display a gentle pixel gradient from crimson to amber. This rich color quickly expands with a satisfying dynamic effect, completely dyeing the clear water and finally filling the entire interior of the bowl seamlessly, forming a bowl of mellow and warm crimson pixelated tea. The whole process is imbued with a healing, peaceful and comfortable pastoral atmosphere under the soft light.", + "seed": 11493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_6286_seed_11493_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02085971157066524, + "vlm_logprob": -0.02085971157066524, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02085971157066524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034410953521728516 + ], + "opposite_logprob_tokens": [ + -3.5344109535217285 + ], + "logprob_reward": -0.034410953521728516, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.034410953521728516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0681447759270668, + 0.04683642461895943, + 0.029865654185414314, + 0.18176017701625824, + 0.09186973422765732, + 0.02579554170370102, + 0.20570553839206696, + 0.2746227979660034, + 0.05761714279651642, + 0.017782265320420265 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.034410953521728516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308303818106651 + ], + "opposite_logprob_tokens": [ + -3.1680829524993896 + ], + "logprob_reward": -0.04308303818106651, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308303818106651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1377485990524292, + 0.09457391500473022, + 0.02376563660800457, + 0.13381530344486237, + 0.04994791001081467, + 0.017158271744847298, + 0.03528813645243645, + 0.15667922794818878, + 0.17431621253490448, + 0.17670679092407227 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.04308303818106651 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12666523456573486, + 0.1618923842906952, + 0.028647400438785553, + 0.17670938372612, + 0.05692325159907341, + 0.030747409909963608, + 0.057554829865694046, + 0.18308034539222717, + 0.1287715882062912, + 0.04900813102722168 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253511756658554 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253511756658554, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253511756658554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10400078445672989, + 0.08481796085834503, + 0.016820600256323814, + 0.078257255256176, + 0.14920634031295776, + 0.08625728636980057, + 0.07700014114379883, + 0.313180148601532, + 0.0762331560254097, + 0.014226313680410385 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.01253511756658554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074741370975971 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074741370975971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074741370975971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.138721764087677, + 0.05571307614445686, + 0.030064782127738, + 0.21594053506851196, + 0.08230634778738022, + 0.03383665904402733, + 0.13386252522468567, + 0.0808325782418251, + 0.14675922691822052, + 0.08196249604225159 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.011074741370975971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Stardew Valley-esque pixelated scene, a fixed, overhead camera (a bird's-eye view) is pinpointed at the center of the scene. Atop a wood-grained tabletop composed of warm, blocky brown and tan pixels sits a minimalist, textured ceramic covered bowl constructed from ivory white pixels. At the bottom of the bowl, a round Pu'er tea cake, composed of tightly compressed dark brown, black, and ochre pixels, rests quietly, its uneven surface imbued with a handcrafted quality. Then, a stream of scalding hot water, composed of shimmering white and light blue pixels, steadily and gently pours down from the top of the frame, unerringly hitting the center of the tea cake. Almost instantly, a stream of deep ruby-red tea spreads out from the tea cake, spreading swiftly and elegantly like a drop of thick ink on rice paper. Its expanding edges display a gentle pixel gradient from crimson to amber. This rich color quickly expands with a satisfying dynamic effect, completely dyeing the clear water and finally filling the entire interior of the bowl seamlessly, forming a bowl of mellow and warm crimson pixelated tea. The whole process is imbued with a healing, peaceful and comfortable pastoral atmosphere under the soft light.", + "seed": 11494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_6286_seed_11494_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011348321987316012, + "vlm_logprob": -0.011348321987316012, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.011348321987316012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011728145182132721 + ], + "opposite_logprob_tokens": [ + -4.636728286743164 + ], + "logprob_reward": -0.011728145182132721, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011728145182132721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04725738242268562, + 0.023869410157203674, + 0.03602936491370201, + 0.030282538384199142, + 0.0893573984503746, + 0.09563125669956207, + 0.07634567469358444, + 0.30126601457595825, + 0.2658594846725464, + 0.03410154581069946 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.011728145182132721 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637115865945816 + ], + "opposite_logprob_tokens": [ + -3.6513712406158447 + ], + "logprob_reward": -0.02637115865945816, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637115865945816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11289605498313904, + 0.0673065334558487, + 0.025328464806079865, + 0.06168941408395767, + 0.03088138811290264, + 0.08016093075275421, + 0.03488599881529808, + 0.3946840167045593, + 0.08949345350265503, + 0.10267375409603119 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02637115865945816 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361634255386889 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.00361634255386889, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361634255386889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05190557986497879, + 0.05238312855362892, + 0.023479018360376358, + 0.01710103452205658, + 0.05477002635598183, + 0.12331674993038177, + 0.05232295021414757, + 0.554226815700531, + 0.05191487446427345, + 0.01857987605035305 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.00361634255386889 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488137688487768 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.002488137688487768, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488137688487768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02994484081864357, + 0.010647260583937168, + 0.020799878984689713, + 0.015048238448798656, + 0.1826615035533905, + 0.10023387521505356, + 0.01686999388039112, + 0.5551521182060242, + 0.049438636749982834, + 0.01920369081199169 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.002488137688487768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11219821870326996, + 0.026687415316700935, + 0.01386750116944313, + 0.06749529391527176, + 0.10581371933221817, + 0.032266028225421906, + 0.03440162539482117, + 0.3715069890022278, + 0.12955160439014435, + 0.10621162503957748 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.012537825852632523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Stardew Valley-esque pixelated scene, a fixed, overhead camera (a bird's-eye view) is pinpointed at the center of the scene. Atop a wood-grained tabletop composed of warm, blocky brown and tan pixels sits a minimalist, textured ceramic covered bowl constructed from ivory white pixels. At the bottom of the bowl, a round Pu'er tea cake, composed of tightly compressed dark brown, black, and ochre pixels, rests quietly, its uneven surface imbued with a handcrafted quality. Then, a stream of scalding hot water, composed of shimmering white and light blue pixels, steadily and gently pours down from the top of the frame, unerringly hitting the center of the tea cake. Almost instantly, a stream of deep ruby-red tea spreads out from the tea cake, spreading swiftly and elegantly like a drop of thick ink on rice paper. Its expanding edges display a gentle pixel gradient from crimson to amber. This rich color quickly expands with a satisfying dynamic effect, completely dyeing the clear water and finally filling the entire interior of the bowl seamlessly, forming a bowl of mellow and warm crimson pixelated tea. The whole process is imbued with a healing, peaceful and comfortable pastoral atmosphere under the soft light.", + "seed": 11495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_6286_seed_11495_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01792760849930346, + "vlm_logprob": -0.01792760849930346, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01792760849930346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052660439163446426 + ], + "opposite_logprob_tokens": [ + -3.0526604652404785 + ], + "logprob_reward": -0.052660439163446426, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.052660439163446426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17390036582946777, + 0.10701388865709305, + 0.08839607983827591, + 0.19717712700366974, + 0.042949043214321136, + 0.05714711546897888, + 0.12845219671726227, + 0.08683072775602341, + 0.06568959355354309, + 0.05244385078549385 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.052660439163446426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023313229903578758 + ], + "opposite_logprob_tokens": [ + -3.773313283920288 + ], + "logprob_reward": -0.023313229903578758, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023313229903578758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20717540383338928, + 0.08402407169342041, + 0.04557008296251297, + 0.08492743223905563, + 0.09003010392189026, + 0.1321290135383606, + 0.13564953207969666, + 0.07241654396057129, + 0.05787740275263786, + 0.09020047634840012 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.023313229903578758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2323393076658249, + 0.054513119161129, + 0.0875631645321846, + 0.05443874001502991, + 0.10623011738061905, + 0.12613387405872345, + 0.07729215174913406, + 0.10146034508943558, + 0.1120573878288269, + 0.04797185957431793 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.004097993951290846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019394413102418184 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019394413102418184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019394413102418184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19747476279735565, + 0.07420095801353455, + 0.053280558437108994, + 0.1946084201335907, + 0.024998247623443604, + 0.06587133556604385, + 0.07912209630012512, + 0.07958657294511795, + 0.1838708221912384, + 0.04698625206947327 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0019394413102418184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1358385980129242, + 0.0694986879825592, + 0.07118826359510422, + 0.1871851533651352, + 0.058748602867126465, + 0.12493608146905899, + 0.10889872163534164, + 0.1460367888212204, + 0.05318913236260414, + 0.04447999596595764 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.007626938167959452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a warm, Stardew Valley-esque pixelated scene, a fixed, overhead camera (a bird's-eye view) is pinpointed at the center of the scene. Atop a wood-grained tabletop composed of warm, blocky brown and tan pixels sits a minimalist, textured ceramic covered bowl constructed from ivory white pixels. At the bottom of the bowl, a round Pu'er tea cake, composed of tightly compressed dark brown, black, and ochre pixels, rests quietly, its uneven surface imbued with a handcrafted quality. Then, a stream of scalding hot water, composed of shimmering white and light blue pixels, steadily and gently pours down from the top of the frame, unerringly hitting the center of the tea cake. Almost instantly, a stream of deep ruby-red tea spreads out from the tea cake, spreading swiftly and elegantly like a drop of thick ink on rice paper. Its expanding edges display a gentle pixel gradient from crimson to amber. This rich color quickly expands with a satisfying dynamic effect, completely dyeing the clear water and finally filling the entire interior of the bowl seamlessly, forming a bowl of mellow and warm crimson pixelated tea. The whole process is imbued with a healing, peaceful and comfortable pastoral atmosphere under the soft light.", + "seed": 11496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_7/index_6286_seed_11496_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023021479649469257, + "vlm_logprob": -0.023021479649469257, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.023021479649469257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03958282247185707 + ], + "opposite_logprob_tokens": [ + -3.4145827293395996 + ], + "logprob_reward": -0.03958282247185707, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03958282247185707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09406234323978424, + 0.0944128930568695, + 0.08356408029794693, + 0.2071840763092041, + 0.12092290818691254, + 0.1100543811917305, + 0.05792674422264099, + 0.16350531578063965, + 0.05121901258826256, + 0.017148233950138092 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.03958282247185707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033741552382707596 + ], + "opposite_logprob_tokens": [ + -3.4087414741516113 + ], + "logprob_reward": -0.033741552382707596, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033741552382707596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1325816661119461, + 0.13692159950733185, + 0.06014448031783104, + 0.24684228003025055, + 0.053313810378313065, + 0.04856002330780029, + 0.047527946531772614, + 0.1492147147655487, + 0.11176782101392746, + 0.01312559749931097 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.033741552382707596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028263882268220186 + ], + "opposite_logprob_tokens": [ + -5.87782621383667 + ], + "logprob_reward": -0.0028263882268220186, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028263882268220186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0607263520359993, + 0.027127306908369064, + 0.19055163860321045, + 0.4542529582977295, + 0.015295281074941158, + 0.03264658525586128, + 0.023641373962163925, + 0.1426686942577362, + 0.044879134744405746, + 0.008210668340325356 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.0028263882268220186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11531643569469452, + 0.12484610080718994, + 0.03908602148294449, + 0.15638242661952972, + 0.07658421993255615, + 0.14769816398620605, + 0.10822590440511703, + 0.13354119658470154, + 0.08251696079969406, + 0.01580258645117283 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view fixed and overhead (bird's-eye view) at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a minimalist textured ceramic bowl made of ivory white pixels sitting on a wood-grained tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round Pu'er tea cake composed of dark brown, black, and ochre pixels resting inside the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does hot water pour from the top of the frame onto the tea cake, followed by deep ruby-red tea spreading out to fill the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style pixelated with a warm, Stardew Valley-esque aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702366054058075 + ], + "opposite_logprob_tokens": [ + -3.4087023735046387 + ], + "logprob_reward": -0.033702366054058075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702366054058075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07309073954820633, + 0.07500934600830078, + 0.03931078687310219, + 0.25126615166664124, + 0.07782728224992752, + 0.0937512069940567, + 0.10891085863113403, + 0.14474374055862427, + 0.11658528447151184, + 0.019504640251398087 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.033702366054058075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_tensor([3208, 3208])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_tensor([3208, 3208])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd998e849c647d7c82196b1cd23b16f026cff2b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_tensor([3208, 3208])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a level angle, the camera extremely slowly zooms in, focusing on the hand of an elderly man reaching toward an ancient tree trunk. The hand is covered in wrinkles and light brown age spots, its skin thinned by age. The golden light of the afternoon sun reveals the distinct outlines of the knuckles. The elderly man, wearing a dark gray wool cardigan with frayed cuffs, cautiously and hesitantly reaches out with an uncontrollable, slight tremor, aiming for a deep, time-polished indentation of an old name carved into the tree's bark. Soft light filters through the branches, casting mottled shadows on the rough, furrowed bark. Dust particles seem to dance in the light. Finally, with utterly gentleness and reverence, the trembling fingertips touch the cool, rough surface of the wood, as if awakening a long-forgotten memory through the touch. The entire scene is immersed in a tranquil and profound atmosphere of nostalgia, with warm tones, a slow rhythm, and a sense of silent storytelling.", + "seed": 19552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_3208_seed_19552_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.044784963317215445, + "vlm_logprob": -0.044784963317215445, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.044784963317215445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009563111700117588 + ], + "opposite_logprob_tokens": [ + -5.009562969207764 + ], + "logprob_reward": -0.009563111700117588, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.009563111700117588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15209947526454926, + 0.08158156275749207, + 0.18870200216770172, + 0.05414243042469025, + 0.12866637110710144, + 0.09284981340169907, + 0.05280062183737755, + 0.09815231710672379, + 0.10089113563299179, + 0.05011427775025368 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.009563111700117588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032106302678585052 + ], + "opposite_logprob_tokens": [ + -5.753210544586182 + ], + "logprob_reward": -0.0032106302678585052, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032106302678585052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13549213111400604, + 0.06000528112053871, + 0.1397535651922226, + 0.09745744615793228, + 0.16637472808361053, + 0.07031667232513428, + 0.05938735604286194, + 0.17578886449337006, + 0.04060419648885727, + 0.054819755256175995 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.0032106302678585052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07908846437931061 + ], + "opposite_logprob_tokens": [ + -2.5790884494781494 + ], + "logprob_reward": -0.07908846437931061, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07908846437931061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17751196026802063, + 0.05782454460859299, + 0.1812225729227066, + 0.08408062905073166, + 0.3326605260372162, + 0.0643078163266182, + 0.02174849435687065, + 0.027484707534313202, + 0.020834635943174362, + 0.03232407942414284 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.07908846437931061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205623969435692 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205623969435692, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205623969435692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1320219486951828, + 0.09002500772476196, + 0.08169995248317719, + 0.0670461505651474, + 0.09384903311729431, + 0.04761979728937149, + 0.10892115533351898, + 0.12878623604774475, + 0.09512903541326523, + 0.15490171313285828 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.06205623969435692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700063705444336 + ], + "opposite_logprob_tokens": [ + -2.6950063705444336 + ], + "logprob_reward": -0.0700063705444336, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700063705444336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3944431245326996, + 0.07236210256814957, + 0.1000133827328682, + 0.05128305032849312, + 0.12391480803489685, + 0.12539662420749664, + 0.03181133419275284, + 0.02523581124842167, + 0.019428357481956482, + 0.05611135810613632 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0700063705444336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera extremely slowly zooms in, focusing on the hand of an elderly man reaching toward an ancient tree trunk. The hand is covered in wrinkles and light brown age spots, its skin thinned by age. The golden light of the afternoon sun reveals the distinct outlines of the knuckles. The elderly man, wearing a dark gray wool cardigan with frayed cuffs, cautiously and hesitantly reaches out with an uncontrollable, slight tremor, aiming for a deep, time-polished indentation of an old name carved into the tree's bark. Soft light filters through the branches, casting mottled shadows on the rough, furrowed bark. Dust particles seem to dance in the light. Finally, with utterly gentleness and reverence, the trembling fingertips touch the cool, rough surface of the wood, as if awakening a long-forgotten memory through the touch. The entire scene is immersed in a tranquil and profound atmosphere of nostalgia, with warm tones, a slow rhythm, and a sense of silent storytelling.", + "seed": 19553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_3208_seed_19553_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07262225616723299, + "vlm_logprob": -0.07262225616723299, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07262225616723299, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013397547416388988 + ], + "opposite_logprob_tokens": [ + -4.638397693634033 + ], + "logprob_reward": -0.013397547416388988, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.013397547416388988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1805078536272049, + 0.052659302949905396, + 0.026131385937333107, + 0.13460493087768555, + 0.17765004932880402, + 0.12043741345405579, + 0.08455419540405273, + 0.053245775401592255, + 0.11387886852025986, + 0.056330204010009766 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.013397547416388988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004113784059882164 + ], + "opposite_logprob_tokens": [ + -5.504113674163818 + ], + "logprob_reward": -0.004113784059882164, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004113784059882164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06783364713191986, + 0.0619121715426445, + 0.03159131109714508, + 0.21067509055137634, + 0.23236633837223053, + 0.11678246408700943, + 0.061356037855148315, + 0.03616838529706001, + 0.1332928091287613, + 0.04802176356315613 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.004113784059882164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500303953886032 + ], + "opposite_logprob_tokens": [ + -2.9300029277801514 + ], + "logprob_reward": -0.05500303953886032, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500303953886032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14292505383491516, + 0.05186907574534416, + 0.021761834621429443, + 0.07283281534910202, + 0.1579654961824417, + 0.3260478377342224, + 0.06996455788612366, + 0.029101137071847916, + 0.06507895141839981, + 0.06245323643088341 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.05500303953886032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905298262834549 + ], + "opposite_logprob_tokens": [ + -2.46405291557312 + ], + "logprob_reward": -0.08905298262834549, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905298262834549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23652885854244232, + 0.055506762117147446, + 0.07714933156967163, + 0.0823189914226532, + 0.1261308193206787, + 0.05055995658040047, + 0.09568057209253311, + 0.08431253582239151, + 0.0647653341293335, + 0.1270468384027481 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.08905298262834549 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201543927192688 + ], + "opposite_logprob_tokens": [ + -1.701543927192688 + ], + "logprob_reward": -0.201543927192688, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201543927192688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1040494441986084, + 0.15123632550239563, + 0.05959498882293701, + 0.2090020626783371, + 0.1349693238735199, + 0.09324420988559723, + 0.051759980618953705, + 0.044189006090164185, + 0.08755407482385635, + 0.06440059840679169 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.201543927192688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera extremely slowly zooms in, focusing on the hand of an elderly man reaching toward an ancient tree trunk. The hand is covered in wrinkles and light brown age spots, its skin thinned by age. The golden light of the afternoon sun reveals the distinct outlines of the knuckles. The elderly man, wearing a dark gray wool cardigan with frayed cuffs, cautiously and hesitantly reaches out with an uncontrollable, slight tremor, aiming for a deep, time-polished indentation of an old name carved into the tree's bark. Soft light filters through the branches, casting mottled shadows on the rough, furrowed bark. Dust particles seem to dance in the light. Finally, with utterly gentleness and reverence, the trembling fingertips touch the cool, rough surface of the wood, as if awakening a long-forgotten memory through the touch. The entire scene is immersed in a tranquil and profound atmosphere of nostalgia, with warm tones, a slow rhythm, and a sense of silent storytelling.", + "seed": 19554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_3208_seed_19554_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03566391384229064, + "vlm_logprob": -0.03566391384229064, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03566391384229064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014428685419261456 + ], + "opposite_logprob_tokens": [ + -4.639428615570068 + ], + "logprob_reward": -0.014428685419261456, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.014428685419261456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527174293994904, + 0.04117150232195854, + 0.05718512088060379, + 0.02997484803199768, + 0.03572497144341469, + 0.20335733890533447, + 0.03843988478183746, + 0.07260409742593765, + 0.34374845027923584, + 0.04252208396792412 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.014428685419261456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052775111980736256 + ], + "opposite_logprob_tokens": [ + -5.255277633666992 + ], + "logprob_reward": -0.0052775111980736256, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052775111980736256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08223714679479599, + 0.023645373061299324, + 0.01803728938102722, + 0.01181731279939413, + 0.028380682691931725, + 0.15944744646549225, + 0.026107577607035637, + 0.04165945202112198, + 0.5671504735946655, + 0.041517261415719986 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0052775111980736256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869326949119568 + ], + "opposite_logprob_tokens": [ + -3.0486931800842285 + ], + "logprob_reward": -0.04869326949119568, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869326949119568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04793902114033699, + 0.05155075713992119, + 0.03118596039712429, + 0.02769746445119381, + 0.023175416514277458, + 0.037549324333667755, + 0.06555896997451782, + 0.2246694713830948, + 0.25701600313186646, + 0.2336575835943222 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.04869326949119568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972462356090546 + ], + "opposite_logprob_tokens": [ + -2.9299724102020264 + ], + "logprob_reward": -0.054972462356090546, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972462356090546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12398079037666321, + 0.08861947059631348, + 0.05147142335772514, + 0.051801782101392746, + 0.05813251808285713, + 0.2918364107608795, + 0.11734959483146667, + 0.10218966007232666, + 0.06727499514818192, + 0.047343358397483826 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.054972462356090546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054947640746831894 + ], + "opposite_logprob_tokens": [ + -2.9299476146698 + ], + "logprob_reward": -0.054947640746831894, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054947640746831894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2301022708415985, + 0.06500763446092606, + 0.07395588606595993, + 0.07437002658843994, + 0.07356899231672287, + 0.23079341650009155, + 0.07022809237241745, + 0.0511871874332428, + 0.10771385580301285, + 0.023072676733136177 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.054947640746831894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera extremely slowly zooms in, focusing on the hand of an elderly man reaching toward an ancient tree trunk. The hand is covered in wrinkles and light brown age spots, its skin thinned by age. The golden light of the afternoon sun reveals the distinct outlines of the knuckles. The elderly man, wearing a dark gray wool cardigan with frayed cuffs, cautiously and hesitantly reaches out with an uncontrollable, slight tremor, aiming for a deep, time-polished indentation of an old name carved into the tree's bark. Soft light filters through the branches, casting mottled shadows on the rough, furrowed bark. Dust particles seem to dance in the light. Finally, with utterly gentleness and reverence, the trembling fingertips touch the cool, rough surface of the wood, as if awakening a long-forgotten memory through the touch. The entire scene is immersed in a tranquil and profound atmosphere of nostalgia, with warm tones, a slow rhythm, and a sense of silent storytelling.", + "seed": 19555, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_8/index_3208_seed_19555_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04405836844816804, + "vlm_logprob": -0.04405836844816804, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04405836844816804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014490488916635513 + ], + "opposite_logprob_tokens": [ + -4.389490604400635 + ], + "logprob_reward": -0.014490488916635513, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014490488916635513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132491797208786, + 0.07100340723991394, + 0.08380314707756042, + 0.09779508411884308, + 0.06814349442720413, + 0.07369095832109451, + 0.17395316064357758, + 0.11956775188446045, + 0.057055190205574036, + 0.12249595671892166 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.014490488916635513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976662505418062 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976662505418062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976662505418062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2065332978963852, + 0.10934710502624512, + 0.07403741031885147, + 0.0998866930603981, + 0.09162231534719467, + 0.03590095415711403, + 0.0930747240781784, + 0.10209432244300842, + 0.06535636633634567, + 0.12214677035808563 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005976662505418062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04873187467455864 + ], + "opposite_logprob_tokens": [ + -3.048731803894043 + ], + "logprob_reward": -0.04873187467455864, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04873187467455864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09487886726856232, + 0.07795938849449158, + 0.07041564583778381, + 0.1817512959241867, + 0.05329537019133568, + 0.04572737589478493, + 0.16956286132335663, + 0.2079354226589203, + 0.031484149396419525, + 0.06698969751596451 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.04873187467455864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206262484192848 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.06206262484192848, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206262484192848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06911853700876236, + 0.042623091489076614, + 0.09205829352140427, + 0.06096002459526062, + 0.02756800875067711, + 0.05532405897974968, + 0.4147275686264038, + 0.10469826310873032, + 0.02298186533153057, + 0.10994032025337219 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.06206262484192848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly man's hand reaching toward an ancient tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand covered in wrinkles, light brown age spots, and thinned skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly man wearing a dark gray wool cardigan with frayed cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit a slight tremor while reaching for a carved indentation in the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an extremely slow zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890301913022995 + ], + "opposite_logprob_tokens": [ + -2.4640302658081055 + ], + "logprob_reward": -0.0890301913022995, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890301913022995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13102999329566956, + 0.08674419671297073, + 0.06036483496427536, + 0.11712996661663055, + 0.12118120491504669, + 0.09805849194526672, + 0.09131447225809097, + 0.20040342211723328, + 0.0338454507291317, + 0.059927962720394135 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0890301913022995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_tensor([9013, 9013])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_tensor([9013, 9013])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5212f6702190599c998543b3f8ecdee805d98df4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_tensor([9013, 9013])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains still, capturing a face draped in heavy clown makeup from a level angle. Thick, slightly cracked white paint covers the entire face. Exaggerated black eyeliner creates a giant, upward teardrop pattern, while deep red lips are deliberately drawn into a mournful, downward curve. Under a cold, focused spotlight from above and side, his unkempt, bright blue wig and bright red, bulbous prosthetic nose appear particularly glaring. Amidst this still, tragic scene, a full, crystalline tear slowly wells up from his bloodshot right eye, trembling and hanging on the edge of his lower lid. Finally, it slips silently, carefully carving a clear, wet path across his painted cheek, breaking through the thick white barrier and revealing the true color of a small patch of skin beneath. The tear mark shimmers in the strong light, forming a devastating contrast with the ridiculously stiff makeup around it, and the whole picture is shrouded in an atmosphere of heartbreak, loneliness and silent sadness.", + "seed": 26668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_9013_seed_26668_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2724830681458116, + "vlm_logprob": -0.2724830681458116, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2724830681458116, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00243926327675581 + ], + "opposite_logprob_tokens": [ + -6.502439498901367 + ], + "logprob_reward": -0.00243926327675581, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00243926327675581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04989001154899597, + 0.031591758131980896, + 0.5681940317153931, + 0.018603576347231865, + 0.027028879150748253, + 0.02377515845000744, + 0.06471918523311615, + 0.11382189393043518, + 0.07812666147947311, + 0.024248819798231125 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.00243926327675581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983435034751892 + ], + "opposite_logprob_tokens": [ + -0.5233435034751892 + ], + "logprob_reward": -0.8983435034751892, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983435034751892, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3129150867462158, + 0.06704559922218323, + 0.18238615989685059, + 0.070356585085392, + 0.04669012501835823, + 0.02345931902527809, + 0.050717223435640335, + 0.1440429389476776, + 0.08191333711147308, + 0.02047363854944706 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.8983435034751892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09774628281593323, + 0.04802955314517021, + 0.43291398882865906, + 0.02064303122460842, + 0.02870587259531021, + 0.02668650634586811, + 0.11744166165590286, + 0.15838730335235596, + 0.041401468217372894, + 0.028044341132044792 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.005269566550850868 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349900364875793 + ], + "opposite_logprob_tokens": [ + -1.3134989738464355 + ], + "logprob_reward": -0.31349900364875793, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349900364875793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011271723546087742, + 0.004334922414273024, + 0.9365290999412537, + 0.004563210532069206, + 0.009503415785729885, + 0.0021702756639569998, + 0.004947537090629339, + 0.006098775193095207, + 0.018097572028636932, + 0.0024834100622683764 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.31349900364875793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286400377750397 + ], + "opposite_logprob_tokens": [ + -2.0178639888763428 + ], + "logprob_reward": -0.14286400377750397, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14286400377750397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0453934445977211, + 0.023910824209451675, + 0.7138689756393433, + 0.05976700782775879, + 0.03326331824064255, + 0.018283555284142494, + 0.013464702293276787, + 0.023043761029839516, + 0.056792113929986954, + 0.012212256900966167 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.14286400377750397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, capturing a face draped in heavy clown makeup from a level angle. Thick, slightly cracked white paint covers the entire face. Exaggerated black eyeliner creates a giant, upward teardrop pattern, while deep red lips are deliberately drawn into a mournful, downward curve. Under a cold, focused spotlight from above and side, his unkempt, bright blue wig and bright red, bulbous prosthetic nose appear particularly glaring. Amidst this still, tragic scene, a full, crystalline tear slowly wells up from his bloodshot right eye, trembling and hanging on the edge of his lower lid. Finally, it slips silently, carefully carving a clear, wet path across his painted cheek, breaking through the thick white barrier and revealing the true color of a small patch of skin beneath. The tear mark shimmers in the strong light, forming a devastating contrast with the ridiculously stiff makeup around it, and the whole picture is shrouded in an atmosphere of heartbreak, loneliness and silent sadness.", + "seed": 26669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_9013_seed_26669_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20326376343145966, + "vlm_logprob": -0.20326376343145966, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.20326376343145966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021005249582231045 + ], + "opposite_logprob_tokens": [ + -7.877100467681885 + ], + "logprob_reward": -0.0021005249582231045, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0021005249582231045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4725074768066406, + 0.15428443253040314, + 0.04841616004705429, + 0.03825106471776962, + 0.09416143596172333, + 0.06584081053733826, + 0.026665039360523224, + 0.011566460132598877, + 0.018833888694643974, + 0.0694732740521431 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0021005249582231045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576207160949707 + ], + "opposite_logprob_tokens": [ + -0.826207160949707 + ], + "logprob_reward": -0.576207160949707, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576207160949707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11000172793865204, + 0.17704424262046814, + 0.075380839407444, + 0.1282285451889038, + 0.2249431014060974, + 0.02335854433476925, + 0.02441616915166378, + 0.01224452629685402, + 0.030754148960113525, + 0.1936282366514206 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.576207160949707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022104373201727867 + ], + "opposite_logprob_tokens": [ + -6.12721061706543 + ], + "logprob_reward": -0.0022104373201727867, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022104373201727867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03992672637104988, + 0.3053910434246063, + 0.07507538795471191, + 0.16636328399181366, + 0.12400305271148682, + 0.06392084807157516, + 0.07157152891159058, + 0.041745491325855255, + 0.03144516423344612, + 0.0805574283003807 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.0022104373201727867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871251344680786 + ], + "opposite_logprob_tokens": [ + -1.1371251344680786 + ], + "logprob_reward": -0.3871251344680786, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871251344680786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.263155072927475, + 0.33074772357940674, + 0.07142820209264755, + 0.019050637260079384, + 0.06893865019083023, + 0.05252454802393913, + 0.027462149038910866, + 0.009006213396787643, + 0.036412887275218964, + 0.12127399444580078 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3871251344680786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867555946111679 + ], + "opposite_logprob_tokens": [ + -3.048675537109375 + ], + "logprob_reward": -0.04867555946111679, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867555946111679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3624020516872406, + 0.08399306982755661, + 0.10704198479652405, + 0.08514934778213501, + 0.057304881513118744, + 0.05068039149045944, + 0.013043172657489777, + 0.04377615079283714, + 0.012913410551846027, + 0.18369551002979279 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.04867555946111679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, capturing a face draped in heavy clown makeup from a level angle. Thick, slightly cracked white paint covers the entire face. Exaggerated black eyeliner creates a giant, upward teardrop pattern, while deep red lips are deliberately drawn into a mournful, downward curve. Under a cold, focused spotlight from above and side, his unkempt, bright blue wig and bright red, bulbous prosthetic nose appear particularly glaring. Amidst this still, tragic scene, a full, crystalline tear slowly wells up from his bloodshot right eye, trembling and hanging on the edge of his lower lid. Finally, it slips silently, carefully carving a clear, wet path across his painted cheek, breaking through the thick white barrier and revealing the true color of a small patch of skin beneath. The tear mark shimmers in the strong light, forming a devastating contrast with the ridiculously stiff makeup around it, and the whole picture is shrouded in an atmosphere of heartbreak, loneliness and silent sadness.", + "seed": 26670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_9013_seed_26670_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2710596860386431, + "vlm_logprob": -0.2710596860386431, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.2710596860386431, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021621440537273884 + ], + "opposite_logprob_tokens": [ + -6.627161979675293 + ], + "logprob_reward": -0.0021621440537273884, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0021621440537273884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05275178700685501, + 0.09258980304002762, + 0.028201747685670853, + 0.058998964726924896, + 0.5198311805725098, + 0.07118816673755646, + 0.03186945617198944, + 0.04182799533009529, + 0.06350077688694, + 0.03924013674259186 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.0021621440537273884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934142708778381 + ], + "opposite_logprob_tokens": [ + -0.6934142708778381 + ], + "logprob_reward": -0.6934142708778381, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934142708778381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05764724686741829, + 0.043959841132164, + 0.02494220994412899, + 0.009674635715782642, + 0.7051326036453247, + 0.03841356188058853, + 0.025437647476792336, + 0.013387725688517094, + 0.015381590463221073, + 0.06602294743061066 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.6934142708778381 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233280211687088 + ], + "opposite_logprob_tokens": [ + -3.7733280658721924 + ], + "logprob_reward": -0.0233280211687088, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233280211687088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2422412484884262, + 0.07825122773647308, + 0.04998394474387169, + 0.03364536166191101, + 0.40129971504211426, + 0.05703747272491455, + 0.027720684185624123, + 0.022943273186683655, + 0.028986606746912003, + 0.05789045989513397 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0233280211687088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233939290046692 + ], + "opposite_logprob_tokens": [ + -0.8983939290046692 + ], + "logprob_reward": -0.5233939290046692, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233939290046692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13575336337089539, + 0.02285388484597206, + 0.03403084725141525, + 0.015311609022319317, + 0.5736166834831238, + 0.036046311259269714, + 0.03350453078746796, + 0.03301786258816719, + 0.05684880167245865, + 0.05901610478758812 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.5233939290046692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1130000650882721 + ], + "opposite_logprob_tokens": [ + -2.2380001544952393 + ], + "logprob_reward": -0.1130000650882721, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1130000650882721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16016094386577606, + 0.10825904458761215, + 0.19106745719909668, + 0.10318097472190857, + 0.12131781876087189, + 0.04562288895249367, + 0.03428983688354492, + 0.037095390260219574, + 0.13064225018024445, + 0.06836336106061935 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.1130000650882721 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, capturing a face draped in heavy clown makeup from a level angle. Thick, slightly cracked white paint covers the entire face. Exaggerated black eyeliner creates a giant, upward teardrop pattern, while deep red lips are deliberately drawn into a mournful, downward curve. Under a cold, focused spotlight from above and side, his unkempt, bright blue wig and bright red, bulbous prosthetic nose appear particularly glaring. Amidst this still, tragic scene, a full, crystalline tear slowly wells up from his bloodshot right eye, trembling and hanging on the edge of his lower lid. Finally, it slips silently, carefully carving a clear, wet path across his painted cheek, breaking through the thick white barrier and revealing the true color of a small patch of skin beneath. The tear mark shimmers in the strong light, forming a devastating contrast with the ridiculously stiff makeup around it, and the whole picture is shrouded in an atmosphere of heartbreak, loneliness and silent sadness.", + "seed": 26671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000152/group_9/index_9013_seed_26671_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32769417464733125, + "vlm_logprob": -0.32769417464733125, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.32769417464733125, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003921914380043745 + ], + "opposite_logprob_tokens": [ + -6.128921985626221 + ], + "logprob_reward": -0.003921914380043745, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003921914380043745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07367079704999924, + 0.09742077440023422, + 0.2255435287952423, + 0.36273521184921265, + 0.06823859363794327, + 0.02027028612792492, + 0.048533301800489426, + 0.03161611780524254, + 0.0294509120285511, + 0.04252050071954727 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.003921914380043745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933994889259338 + ], + "opposite_logprob_tokens": [ + -0.6933994889259338 + ], + "logprob_reward": -0.6933994889259338, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933994889259338, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1257219761610031, + 0.10947591066360474, + 0.06448745727539062, + 0.13352452218532562, + 0.1808604896068573, + 0.058191943913698196, + 0.09166476130485535, + 0.056235574185848236, + 0.03920996934175491, + 0.14062736928462982 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.6933994889259338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001954194623976946 + ], + "opposite_logprob_tokens": [ + -6.251954078674316 + ], + "logprob_reward": -0.001954194623976946, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001954194623976946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12870702147483826, + 0.2099350392818451, + 0.08308964222669601, + 0.06845708936452866, + 0.21056868135929108, + 0.028718555346131325, + 0.03409832343459129, + 0.036689553409814835, + 0.04196547344326973, + 0.15777061879634857 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.001954194623976946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261885046958923 + ], + "opposite_logprob_tokens": [ + -0.5761885046958923 + ], + "logprob_reward": -0.8261885046958923, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261885046958923, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21757608652114868, + 0.1724216341972351, + 0.09327913820743561, + 0.05402837321162224, + 0.1894208788871765, + 0.022522227838635445, + 0.05959303677082062, + 0.04664882272481918, + 0.035088397562503815, + 0.10942135006189346 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.8261885046958923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a face with heavy clown makeup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a bright blue wig and a bright red bulbous prosthetic nose visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full crystalline tear well up from the right eye and slip down the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a cold, focused spotlight coming from above and the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300677061080933 + ], + "opposite_logprob_tokens": [ + -2.238006830215454 + ], + "logprob_reward": -0.11300677061080933, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300677061080933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09854593873023987, + 0.04051590710878372, + 0.08433684706687927, + 0.05277503654360771, + 0.39996862411499023, + 0.03810495510697365, + 0.04899497702717781, + 0.07116284966468811, + 0.07275580614805222, + 0.0928390622138977 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.11300677061080933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_tensor([4468, 4468])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_tensor([4468, 4468])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62a53f09bdc13cc8f32f4134de6bacc771fa1bf0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_tensor([4468, 4468])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static shot meticulously depicts a section of weathered metal surface, bathed in the harsh, direct light of afternoon sunlight. The surface is coated with faded sky-blue paint, chalky from prolonged exposure and marked by a network of fine cracks. At the center of the frame, an irregularly shaped flake of dried paint, its top edge curled and lifted, casts a tiny, sharp shadow on the reddish-brown rust on the steel below. A sudden, unseen gust of wind strikes the surface, causing the fragile flake to bend back swiftly and decisively. The movement is accompanied by a dry, crackling sound, replaced by a silent snapping sound at the last, paper-thin joint. The flake completely detaches, suspended momentarily before gravity takes over, pulling it downward in a slow, fluttering motion; it tumbles gently, its blue top and rust-covered bottom alternately catching bright light. The flake's quiet journey ends, and with a subtle, almost imperceptible touch, it settles onto the rough, gritty concrete floor below, creating a poignant and surreal scene of decay and stillness.", + "seed": 16539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_4468_seed_16539_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02460980147588998, + "vlm_logprob": -0.02460980147588998, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.02460980147588998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0538058802485466 + ], + "opposite_logprob_tokens": [ + -3.0538058280944824 + ], + "logprob_reward": -0.0538058802485466, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0538058802485466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15505969524383545, + 0.30220502614974976, + 0.12599904835224152, + 0.12591774761676788, + 0.05125574767589569, + 0.024925123900175095, + 0.027507582679390907, + 0.029197579249739647, + 0.09292080253362656, + 0.06501162797212601 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0538058802485466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010567086283117533 + ], + "opposite_logprob_tokens": [ + -6.876056671142578 + ], + "logprob_reward": -0.0010567086283117533, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010567086283117533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13273108005523682, + 0.25351017713546753, + 0.10503701865673065, + 0.219556987285614, + 0.03986259922385216, + 0.03537118062376976, + 0.033101800829172134, + 0.030933165922760963, + 0.08753940463066101, + 0.06235656514763832 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0010567086283117533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867113009095192 + ], + "opposite_logprob_tokens": [ + -3.048671245574951 + ], + "logprob_reward": -0.04867113009095192, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867113009095192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08845125138759613, + 0.4248626232147217, + 0.04466674104332924, + 0.1584857553243637, + 0.057403888553380966, + 0.02570583112537861, + 0.05993661656975746, + 0.02889251336455345, + 0.05436894670128822, + 0.057225797325372696 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.04867113009095192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25418275594711304, + 0.1437816172838211, + 0.1708316206932068, + 0.06680919975042343, + 0.07508622109889984, + 0.02028854750096798, + 0.048990655690431595, + 0.024515828117728233, + 0.09282799065113068, + 0.1026856079697609 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0013373488327488303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181779395788908 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.0181779395788908, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181779395788908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24047651886940002, + 0.3270379602909088, + 0.03329906985163689, + 0.10831785202026367, + 0.034087538719177246, + 0.024530945345759392, + 0.06062575802206993, + 0.04385099932551384, + 0.051880333572626114, + 0.07589299231767654 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0181779395788908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot meticulously depicts a section of weathered metal surface, bathed in the harsh, direct light of afternoon sunlight. The surface is coated with faded sky-blue paint, chalky from prolonged exposure and marked by a network of fine cracks. At the center of the frame, an irregularly shaped flake of dried paint, its top edge curled and lifted, casts a tiny, sharp shadow on the reddish-brown rust on the steel below. A sudden, unseen gust of wind strikes the surface, causing the fragile flake to bend back swiftly and decisively. The movement is accompanied by a dry, crackling sound, replaced by a silent snapping sound at the last, paper-thin joint. The flake completely detaches, suspended momentarily before gravity takes over, pulling it downward in a slow, fluttering motion; it tumbles gently, its blue top and rust-covered bottom alternately catching bright light. The flake's quiet journey ends, and with a subtle, almost imperceptible touch, it settles onto the rough, gritty concrete floor below, creating a poignant and surreal scene of decay and stillness.", + "seed": 16540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_4468_seed_16540_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23347976640798151, + "vlm_logprob": -0.23347976640798151, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.23347976640798151, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.89914870262146 + ], + "opposite_logprob_tokens": [ + -0.52414870262146 + ], + "logprob_reward": -0.89914870262146, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.89914870262146, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06748364120721817, + 0.036835044622421265, + 0.012674414552748203, + 0.009114785119891167, + 0.01674661599099636, + 0.009903183206915855, + 0.03260567784309387, + 0.015667451545596123, + 0.017904866486787796, + 0.7810642719268799 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.89914870262146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654620800167322 + ], + "opposite_logprob_tokens": [ + -4.882654666900635 + ], + "logprob_reward": -0.007654620800167322, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654620800167322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032671403139829636, + 0.011388060636818409, + 0.0040230401791632175, + 0.0027291076257824898, + 0.009555897675454617, + 0.001994302961975336, + 0.005821291822940111, + 0.0037694498896598816, + 0.018387064337730408, + 0.9096603989601135 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.007654620800167322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899362593889236 + ], + "opposite_logprob_tokens": [ + -2.578993558883667 + ], + "logprob_reward": -0.07899362593889236, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899362593889236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04161566495895386, + 0.012049165554344654, + 0.0035530352033674717, + 0.004753888119012117, + 0.00866162870079279, + 0.02580045722424984, + 0.006876111496239901, + 0.005868319887667894, + 0.009159000590443611, + 0.8816627264022827 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.07899362593889236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001716808183118701 + ], + "opposite_logprob_tokens": [ + -6.376716613769531 + ], + "logprob_reward": -0.001716808183118701, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001716808183118701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01082077156752348, + 0.006686594802886248, + 0.002462362637743354, + 0.0015712985768914223, + 0.005739994812756777, + 0.004139276221394539, + 0.005433178972452879, + 0.003195925382897258, + 0.006974146235734224, + 0.9529765248298645 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.001716808183118701 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988507449626923 + ], + "opposite_logprob_tokens": [ + -1.8048850297927856 + ], + "logprob_reward": -0.17988507449626923, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988507449626923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010182047262787819, + 0.0019021965563297272, + 0.0009604878723621368, + 0.001118993852287531, + 0.003133591264486313, + 0.002717789961025119, + 0.002311606425791979, + 0.0026003944221884012, + 0.00872113835066557, + 0.9663517475128174 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.17988507449626923 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot meticulously depicts a section of weathered metal surface, bathed in the harsh, direct light of afternoon sunlight. The surface is coated with faded sky-blue paint, chalky from prolonged exposure and marked by a network of fine cracks. At the center of the frame, an irregularly shaped flake of dried paint, its top edge curled and lifted, casts a tiny, sharp shadow on the reddish-brown rust on the steel below. A sudden, unseen gust of wind strikes the surface, causing the fragile flake to bend back swiftly and decisively. The movement is accompanied by a dry, crackling sound, replaced by a silent snapping sound at the last, paper-thin joint. The flake completely detaches, suspended momentarily before gravity takes over, pulling it downward in a slow, fluttering motion; it tumbles gently, its blue top and rust-covered bottom alternately catching bright light. The flake's quiet journey ends, and with a subtle, almost imperceptible touch, it settles onto the rough, gritty concrete floor below, creating a poignant and surreal scene of decay and stillness.", + "seed": 16541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_4468_seed_16541_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2546022780705243, + "vlm_logprob": -0.2546022780705243, + "vlm_yes_no_margin": 3.650000011920929, + "vlm_token_credit": -0.2546022780705243, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.224076271057129 + ], + "opposite_logprob_tokens": [ + -0.3490763306617737 + ], + "logprob_reward": -1.224076271057129, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.224076271057129, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10767646878957748, + 0.03491276875138283, + 0.03630450367927551, + 0.0336102731525898, + 0.04446020722389221, + 0.030710643157362938, + 0.3919978439807892, + 0.06342333555221558, + 0.18242260813713074, + 0.07448134571313858 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -1.224076271057129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052717006765306 + ], + "opposite_logprob_tokens": [ + -5.255271911621094 + ], + "logprob_reward": -0.0052717006765306, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052717006765306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16695506870746613, + 0.05879034101963043, + 0.046457577496767044, + 0.03491412103176117, + 0.027696292847394943, + 0.07812602818012238, + 0.4032903015613556, + 0.04548986628651619, + 0.07583611458539963, + 0.06244422867894173 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0052717006765306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818987913429737 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818987913429737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818987913429737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08596662431955338, + 0.06433567404747009, + 0.04208048805594444, + 0.056073181331157684, + 0.10672640055418015, + 0.04861905798316002, + 0.3378080725669861, + 0.045639313757419586, + 0.12266300618648529, + 0.09008811414241791 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.01818987913429737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021969962399452925 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021969962399452925, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021969962399452925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17230460047721863, + 0.06514368206262589, + 0.06830982118844986, + 0.035664401948451996, + 0.08382343500852585, + 0.08626143634319305, + 0.04332964867353439, + 0.06886474788188934, + 0.2627742886543274, + 0.1135239526629448 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0021969962399452925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276543244719505 + ], + "opposite_logprob_tokens": [ + -3.7732765674591064 + ], + "logprob_reward": -0.023276543244719505, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276543244719505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07916077226400375, + 0.07450617104768753, + 0.0573134571313858, + 0.058934010565280914, + 0.038360025733709335, + 0.09953825920820236, + 0.1194441169500351, + 0.07861608266830444, + 0.16491426527500153, + 0.22921280562877655 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.023276543244719505 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot meticulously depicts a section of weathered metal surface, bathed in the harsh, direct light of afternoon sunlight. The surface is coated with faded sky-blue paint, chalky from prolonged exposure and marked by a network of fine cracks. At the center of the frame, an irregularly shaped flake of dried paint, its top edge curled and lifted, casts a tiny, sharp shadow on the reddish-brown rust on the steel below. A sudden, unseen gust of wind strikes the surface, causing the fragile flake to bend back swiftly and decisively. The movement is accompanied by a dry, crackling sound, replaced by a silent snapping sound at the last, paper-thin joint. The flake completely detaches, suspended momentarily before gravity takes over, pulling it downward in a slow, fluttering motion; it tumbles gently, its blue top and rust-covered bottom alternately catching bright light. The flake's quiet journey ends, and with a subtle, almost imperceptible touch, it settles onto the rough, gritty concrete floor below, creating a poignant and surreal scene of decay and stillness.", + "seed": 16542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_0/index_4468_seed_16542_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0783643455710262, + "vlm_logprob": -0.0783643455710262, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.0783643455710262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2264450639486313 + ], + "opposite_logprob_tokens": [ + -1.6014450788497925 + ], + "logprob_reward": -0.2264450639486313, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2264450639486313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3442780375480652, + 0.07960350811481476, + 0.07144568860530853, + 0.12586529552936554, + 0.09583331644535065, + 0.06663452088832855, + 0.09270429611206055, + 0.04179135337471962, + 0.04741558060050011, + 0.03442840278148651 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.2264450639486313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032088477164506912 + ], + "opposite_logprob_tokens": [ + -5.753208637237549 + ], + "logprob_reward": -0.0032088477164506912, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032088477164506912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5087277293205261, + 0.05588797107338905, + 0.0623164065182209, + 0.06068037077784538, + 0.08493371307849884, + 0.04597246274352074, + 0.0521603487432003, + 0.05382826179265976, + 0.03958342969417572, + 0.03590930253267288 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0032088477164506912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280861616134644 + ], + "opposite_logprob_tokens": [ + -2.017808675765991 + ], + "logprob_reward": -0.14280861616134644, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280861616134644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21268688142299652, + 0.06998009234666824, + 0.14779511094093323, + 0.0750933513045311, + 0.08783278614282608, + 0.20233553647994995, + 0.05812506750226021, + 0.061111077666282654, + 0.05807565525174141, + 0.026964444667100906 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.14280861616134644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011811431031674147 + ], + "opposite_logprob_tokens": [ + -6.751181125640869 + ], + "logprob_reward": -0.0011811431031674147, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011811431031674147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48046231269836426, + 0.10314898192882538, + 0.07338381558656693, + 0.05815178528428078, + 0.09580742567777634, + 0.04952503368258476, + 0.0521981418132782, + 0.036639709025621414, + 0.030260205268859863, + 0.020422611385583878 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0011811431031674147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a weathered metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface coated with faded sky-blue paint showing fine cracks and reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by harsh, direct afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does an irregularly shaped flake of dried paint detach, bend, and fall in a slow, fluttering motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the falling flake settle onto a rough, gritty concrete floor below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178056925535202 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178056925535202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178056925535202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6353971362113953, + 0.032157592475414276, + 0.02101208083331585, + 0.02984105795621872, + 0.055272992700338364, + 0.0375787578523159, + 0.07083754241466522, + 0.04863933473825455, + 0.031173838302493095, + 0.03808964043855667 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.018178056925535202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_tensor([8200, 8200])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_tensor([8200, 8200])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d46e5f64fe1547e127fa77e14771e4755c50082c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_tensor([8200, 8200])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a classical beauty. Her cascading, raven-black hair is loosely tied up by a delicate jade hairpin, a few strands cascading softly around her delicate face. She wears an elegant, moon-white, cross-collared Hanfu gown. The silk shimmers softly in the light, and the wide cuffs are delicately embroidered with pale gold orchid patterns. With her head slightly lowered, a gentle, serene smile playing on her lips, she sits on an antique pearwood chair, her elegant study in the background. A carved wooden windowpane filters the warm afternoon sunlight into soft beams, slanting into the room and illuminating the tiny particles of dust floating in the air. Within her warm embrace, a snow-white kitten curls up comfortably, its eyes narrowed and a contented purr emanating from its throat. The woman's slender fingertips gently and slowly stroke the cat from the top of its head down its back, each touch imbued with infinite tenderness and attentiveness. The painting, dominated by warm tones, exudes an ultimate tranquility, warmth, and a classically poetic aesthetic, imbued with a peaceful atmosphere of tranquility.", + "seed": 13466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_8200_seed_13466_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024095982685685156, + "vlm_logprob": -0.024095982685685156, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.024095982685685156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0340985469520092 + ], + "opposite_logprob_tokens": [ + -3.4090986251831055 + ], + "logprob_reward": -0.0340985469520092, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0340985469520092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11675519496202469, + 0.08679334819316864, + 0.13543787598609924, + 0.0768861323595047, + 0.1049540787935257, + 0.06204402446746826, + 0.09501498192548752, + 0.08607372641563416, + 0.13979876041412354, + 0.09624181687831879 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0340985469520092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081271693110466 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081271693110466, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081271693110466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07483385503292084, + 0.021367903798818588, + 0.6768041253089905, + 0.04260268062353134, + 0.021205376833677292, + 0.010773099958896637, + 0.019880449399352074, + 0.038452766835689545, + 0.05659445375204086, + 0.03748529776930809 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.016081271693110466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075758263468742 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075758263468742, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075758263468742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033236417919397354, + 0.03323531895875931, + 0.129503071308136, + 0.022903192788362503, + 0.02933172881603241, + 0.029578808695077896, + 0.03359196335077286, + 0.13029301166534424, + 0.37411361932754517, + 0.1842128336429596 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.016075758263468742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038149282336235046 + ], + "opposite_logprob_tokens": [ + -3.288149356842041 + ], + "logprob_reward": -0.038149282336235046, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038149282336235046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0781717598438263, + 0.03693471476435661, + 0.4754762649536133, + 0.06900624185800552, + 0.10581307858228683, + 0.033749550580978394, + 0.026358406990766525, + 0.047008972615003586, + 0.08626595139503479, + 0.04121510684490204 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.038149282336235046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075054183602333 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075054183602333, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075054183602333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03772205486893654, + 0.04390149563550949, + 0.4404090642929077, + 0.09325873851776123, + 0.02068937197327614, + 0.030761240050196648, + 0.1334429830312729, + 0.04786868393421173, + 0.08922826498746872, + 0.06271806359291077 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.016075054183602333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a classical beauty. Her cascading, raven-black hair is loosely tied up by a delicate jade hairpin, a few strands cascading softly around her delicate face. She wears an elegant, moon-white, cross-collared Hanfu gown. The silk shimmers softly in the light, and the wide cuffs are delicately embroidered with pale gold orchid patterns. With her head slightly lowered, a gentle, serene smile playing on her lips, she sits on an antique pearwood chair, her elegant study in the background. A carved wooden windowpane filters the warm afternoon sunlight into soft beams, slanting into the room and illuminating the tiny particles of dust floating in the air. Within her warm embrace, a snow-white kitten curls up comfortably, its eyes narrowed and a contented purr emanating from its throat. The woman's slender fingertips gently and slowly stroke the cat from the top of its head down its back, each touch imbued with infinite tenderness and attentiveness. The painting, dominated by warm tones, exudes an ultimate tranquility, warmth, and a classically poetic aesthetic, imbued with a peaceful atmosphere of tranquility.", + "seed": 13467, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_8200_seed_13467_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018405281566083433, + "vlm_logprob": -0.018405281566083433, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.018405281566083433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02385719306766987 + ], + "opposite_logprob_tokens": [ + -3.7738571166992188 + ], + "logprob_reward": -0.02385719306766987, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02385719306766987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26197296380996704, + 0.09875456243753433, + 0.199933260679245, + 0.13154450058937073, + 0.04279162362217903, + 0.027779338881373405, + 0.04587278142571449, + 0.029959706589579582, + 0.021912846714258194, + 0.1394784152507782 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02385719306766987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194561824202538 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194561824202538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194561824202538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15888431668281555, + 0.07313811779022217, + 0.5909813642501831, + 0.05479362607002258, + 0.019296303391456604, + 0.012565710581839085, + 0.016003960743546486, + 0.011423585936427116, + 0.011354741640388966, + 0.0515582300722599 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018194561824202538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18039287626743317, + 0.09491028636693954, + 0.2572489082813263, + 0.051957063376903534, + 0.049139603972435, + 0.025588901713490486, + 0.032327521592378616, + 0.17181098461151123, + 0.07820219546556473, + 0.05842168629169464 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.012535471469163895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981058694422245 + ], + "opposite_logprob_tokens": [ + -3.529810667037964 + ], + "logprob_reward": -0.02981058694422245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981058694422245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488064080476761, + 0.07062623649835587, + 0.5748639702796936, + 0.07429642975330353, + 0.028114693239331245, + 0.01803087629377842, + 0.011928494088351727, + 0.02056715451180935, + 0.02423802949488163, + 0.0285276360809803 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02981058694422245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2232501059770584, + 0.11190998554229736, + 0.10546885430812836, + 0.12797829508781433, + 0.06753676384687424, + 0.0603138767182827, + 0.058865200728178024, + 0.062168944627046585, + 0.0568164587020874, + 0.12569154798984528 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.007628594525158405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a classical beauty. Her cascading, raven-black hair is loosely tied up by a delicate jade hairpin, a few strands cascading softly around her delicate face. She wears an elegant, moon-white, cross-collared Hanfu gown. The silk shimmers softly in the light, and the wide cuffs are delicately embroidered with pale gold orchid patterns. With her head slightly lowered, a gentle, serene smile playing on her lips, she sits on an antique pearwood chair, her elegant study in the background. A carved wooden windowpane filters the warm afternoon sunlight into soft beams, slanting into the room and illuminating the tiny particles of dust floating in the air. Within her warm embrace, a snow-white kitten curls up comfortably, its eyes narrowed and a contented purr emanating from its throat. The woman's slender fingertips gently and slowly stroke the cat from the top of its head down its back, each touch imbued with infinite tenderness and attentiveness. The painting, dominated by warm tones, exudes an ultimate tranquility, warmth, and a classically poetic aesthetic, imbued with a peaceful atmosphere of tranquility.", + "seed": 13468, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_8200_seed_13468_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02529409732669592, + "vlm_logprob": -0.02529409732669592, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02529409732669592, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04332153871655464 + ], + "opposite_logprob_tokens": [ + -3.1683216094970703 + ], + "logprob_reward": -0.04332153871655464, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04332153871655464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19069945812225342, + 0.0400710329413414, + 0.0995316132903099, + 0.027273092418909073, + 0.050439294427633286, + 0.04754900559782982, + 0.025267407298088074, + 0.086220882833004, + 0.3566906452178955, + 0.07625755667686462 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.04332153871655464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20330023765563965, + 0.10838091373443604, + 0.09485278278589249, + 0.14661332964897156, + 0.046139854937791824, + 0.07225870341062546, + 0.03546619042754173, + 0.07561668753623962, + 0.1396600604057312, + 0.07771121710538864 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.02059655450284481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06629448384046555, + 0.043281227350234985, + 0.08711408078670502, + 0.04729463905096054, + 0.105815589427948, + 0.0966811254620552, + 0.07904268801212311, + 0.1336342841386795, + 0.19709494709968567, + 0.14374689757823944 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310907423496246 + ], + "opposite_logprob_tokens": [ + -3.168109178543091 + ], + "logprob_reward": -0.04310907423496246, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310907423496246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3122749626636505, + 0.08991418778896332, + 0.05959083139896393, + 0.22988519072532654, + 0.09781084954738617, + 0.0452660471200943, + 0.04049328342080116, + 0.037576645612716675, + 0.05567685887217522, + 0.031511127948760986 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.04310907423496246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15301664173603058, + 0.062093038111925125, + 0.08764459192752838, + 0.09464461356401443, + 0.06777846813201904, + 0.11915266513824463, + 0.0705280676484108, + 0.05639899522066116, + 0.17283941805362701, + 0.11590348184108734 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.005251897498965263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a classical beauty. Her cascading, raven-black hair is loosely tied up by a delicate jade hairpin, a few strands cascading softly around her delicate face. She wears an elegant, moon-white, cross-collared Hanfu gown. The silk shimmers softly in the light, and the wide cuffs are delicately embroidered with pale gold orchid patterns. With her head slightly lowered, a gentle, serene smile playing on her lips, she sits on an antique pearwood chair, her elegant study in the background. A carved wooden windowpane filters the warm afternoon sunlight into soft beams, slanting into the room and illuminating the tiny particles of dust floating in the air. Within her warm embrace, a snow-white kitten curls up comfortably, its eyes narrowed and a contented purr emanating from its throat. The woman's slender fingertips gently and slowly stroke the cat from the top of its head down its back, each touch imbued with infinite tenderness and attentiveness. The painting, dominated by warm tones, exudes an ultimate tranquility, warmth, and a classically poetic aesthetic, imbued with a peaceful atmosphere of tranquility.", + "seed": 13469, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_1/index_8200_seed_13469_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010908471047878265, + "vlm_logprob": -0.010908471047878265, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.010908471047878265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011530188843607903 + ], + "opposite_logprob_tokens": [ + -4.51153039932251 + ], + "logprob_reward": -0.011530188843607903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011530188843607903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2811385691165924, + 0.06634951382875443, + 0.04832415655255318, + 0.10562743991613388, + 0.05512068793177605, + 0.05821913108229637, + 0.05912262201309204, + 0.040307994931936264, + 0.19932962954044342, + 0.08646031469106674 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.011530188843607903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28863078355789185, + 0.21235044300556183, + 0.03515191376209259, + 0.03625107929110527, + 0.03937587887048721, + 0.038297075778245926, + 0.06267610937356949, + 0.03073260374367237, + 0.19096457958221436, + 0.0655694529414177 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253676600754261 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253676600754261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253676600754261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36890894174575806, + 0.040821753442287445, + 0.05917757749557495, + 0.040494758635759354, + 0.02257794700562954, + 0.03394877538084984, + 0.06920056790113449, + 0.09773261845111847, + 0.22618167102336884, + 0.04095527529716492 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.01253676600754261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25276726484298706, + 0.08497532457113266, + 0.06412465870380402, + 0.03129175305366516, + 0.03508303686976433, + 0.05091027915477753, + 0.02808425948023796, + 0.0567653514444828, + 0.31945961713790894, + 0.07653846591711044 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.007632971741259098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical beauty wearing a moon-white, cross-collared Hanfu gown with pale gold orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-black, loosely tied up with a delicate jade hairpin, with strands cascading around her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a snow-white kitten curled up in the woman's embrace with narrowed eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sitting on an antique pearwood chair in a room with a carved wooden windowpane filtering warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman gently stroking the kitten from the top of its head down its back while sitting with her head slightly lowered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197533018887043 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197533018887043, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197533018887043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12432783097028732, + 0.08399639278650284, + 0.041358958929777145, + 0.0619400255382061, + 0.03668594732880592, + 0.06046678125858307, + 0.07757388055324554, + 0.31150785088539124, + 0.1622323840856552, + 0.03990998491644859 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014197533018887043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_tensor([5662, 5662])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_tensor([5662, 5662])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c52a6a756ac3c1c145bbe3e3e5c76a250eef140f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_tensor([5662, 5662])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, sweeping shot, filmed from a slightly upward angle, employs a slow, majestic tracking motion to follow a massive interstellar spaceship as it glides effortlessly through the immensity of space. This city-sized vessel boasts a streamlined silhouette like the tip of a spear, its sleek hull composed of polished dark chrome-titanium, adorned with intricate paneling and faintly glowing blue navigation lights. Behind it, a deep, cosmic backdrop is dotted with countless pinpoints of distant stars and a vibrant nebula interwoven with deep purple and cyan. As the ship drifts with tremendous silent inertia, a bright, anamorphic lens flare—appearing as a long horizontal band of electric blue and white light—slowly sweeps across the smooth metal shell of the hull. The flare flickers and refracts on the polished metal surface, briefly illuminating the intricate details of the hull paneling, and then continues its elegant arc across the entire frame. The entire scene, in the dramatic interweaving of light and shadow between the soft glow of distant nebulae and the intense lens flare, creates a majestic, quiet and awe-inspiring loneliness.", + "seed": 9118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_5662_seed_9118_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03604510966688394, + "vlm_logprob": -0.03604510966688394, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03604510966688394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07936147600412369 + ], + "opposite_logprob_tokens": [ + -2.5793614387512207 + ], + "logprob_reward": -0.07936147600412369, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07936147600412369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14242365956306458, + 0.24005648493766785, + 0.01626940816640854, + 0.2390221357345581, + 0.056452956050634384, + 0.05129731819033623, + 0.0300897266715765, + 0.05082365497946739, + 0.053117334842681885, + 0.12044734507799149 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07936147600412369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048683393746614456 + ], + "opposite_logprob_tokens": [ + -3.0486834049224854 + ], + "logprob_reward": -0.048683393746614456, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048683393746614456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07759396731853485, + 0.39622917771339417, + 0.027254125103354454, + 0.1892111748456955, + 0.02656552754342556, + 0.11203637719154358, + 0.022421814501285553, + 0.04590299725532532, + 0.041777946054935455, + 0.061006881296634674 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.048683393746614456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634642831981182 + ], + "opposite_logprob_tokens": [ + -3.651346445083618 + ], + "logprob_reward": -0.02634642831981182, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634642831981182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056706126779317856, + 0.1406276524066925, + 0.01439598947763443, + 0.14643141627311707, + 0.1182030439376831, + 0.252145916223526, + 0.021282123401761055, + 0.03366001322865486, + 0.09657344222068787, + 0.11997433751821518 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.02634642831981182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052548618987202644 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.0052548618987202644, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052548618987202644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08896774053573608, + 0.2219456285238266, + 0.017079833894968033, + 0.23502813279628754, + 0.06717541813850403, + 0.20521900057792664, + 0.04823740944266319, + 0.0404110923409462, + 0.026566281914711, + 0.04936946928501129 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.0052548618987202644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13311991095542908, + 0.1749122440814972, + 0.021902920678257942, + 0.20915330946445465, + 0.04354598745703697, + 0.23989321291446686, + 0.0321134589612484, + 0.051362890750169754, + 0.04069654271006584, + 0.05329957976937294 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.020579388365149498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, sweeping shot, filmed from a slightly upward angle, employs a slow, majestic tracking motion to follow a massive interstellar spaceship as it glides effortlessly through the immensity of space. This city-sized vessel boasts a streamlined silhouette like the tip of a spear, its sleek hull composed of polished dark chrome-titanium, adorned with intricate paneling and faintly glowing blue navigation lights. Behind it, a deep, cosmic backdrop is dotted with countless pinpoints of distant stars and a vibrant nebula interwoven with deep purple and cyan. As the ship drifts with tremendous silent inertia, a bright, anamorphic lens flare—appearing as a long horizontal band of electric blue and white light—slowly sweeps across the smooth metal shell of the hull. The flare flickers and refracts on the polished metal surface, briefly illuminating the intricate details of the hull paneling, and then continues its elegant arc across the entire frame. The entire scene, in the dramatic interweaving of light and shadow between the soft glow of distant nebulae and the intense lens flare, creates a majestic, quiet and awe-inspiring loneliness.", + "seed": 9119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_5662_seed_9119_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13712157309055328, + "vlm_logprob": -0.13712157309055328, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.13712157309055328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5237218141555786 + ], + "opposite_logprob_tokens": [ + -0.8987218141555786 + ], + "logprob_reward": -0.5237218141555786, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5237218141555786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15282048285007477, + 0.11579443514347076, + 0.07854659855365753, + 0.22314096987247467, + 0.07218333333730698, + 0.03288818150758743, + 0.15598489344120026, + 0.06256372481584549, + 0.04817105457186699, + 0.057906292378902435 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.5237218141555786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035259276628494 + ], + "opposite_logprob_tokens": [ + -2.3503525257110596 + ], + "logprob_reward": -0.10035259276628494, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035259276628494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16789399087429047, + 0.0968618169426918, + 0.05361425504088402, + 0.24779334664344788, + 0.05190325155854225, + 0.07863448560237885, + 0.10807568579912186, + 0.04791105166077614, + 0.039455514401197433, + 0.10785657912492752 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.10035259276628494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818835735321045 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818835735321045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818835735321045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11995373666286469, + 0.056144509464502335, + 0.059178270399570465, + 0.10877447575330734, + 0.06025449186563492, + 0.11259302496910095, + 0.23165307939052582, + 0.10631715506315231, + 0.07000552862882614, + 0.07512567937374115 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.01818835735321045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252964794635773 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252964794635773, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252964794635773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15358862280845642, + 0.2166517972946167, + 0.07581491023302078, + 0.1370062232017517, + 0.19505666196346283, + 0.04471706598997116, + 0.03620326146483421, + 0.06704476475715637, + 0.026978591457009315, + 0.04693813621997833 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005252964794635773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809213638305664 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809213638305664, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809213638305664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1694173365831375, + 0.11072677373886108, + 0.10913754254579544, + 0.21201540529727936, + 0.06206126883625984, + 0.042710985988378525, + 0.12676723301410675, + 0.04446440562605858, + 0.051347941160202026, + 0.0713510662317276 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.03809213638305664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, sweeping shot, filmed from a slightly upward angle, employs a slow, majestic tracking motion to follow a massive interstellar spaceship as it glides effortlessly through the immensity of space. This city-sized vessel boasts a streamlined silhouette like the tip of a spear, its sleek hull composed of polished dark chrome-titanium, adorned with intricate paneling and faintly glowing blue navigation lights. Behind it, a deep, cosmic backdrop is dotted with countless pinpoints of distant stars and a vibrant nebula interwoven with deep purple and cyan. As the ship drifts with tremendous silent inertia, a bright, anamorphic lens flare—appearing as a long horizontal band of electric blue and white light—slowly sweeps across the smooth metal shell of the hull. The flare flickers and refracts on the polished metal surface, briefly illuminating the intricate details of the hull paneling, and then continues its elegant arc across the entire frame. The entire scene, in the dramatic interweaving of light and shadow between the soft glow of distant nebulae and the intense lens flare, creates a majestic, quiet and awe-inspiring loneliness.", + "seed": 9120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_5662_seed_9120_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04209340838715434, + "vlm_logprob": -0.04209340838715434, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04209340838715434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11329463124275208 + ], + "opposite_logprob_tokens": [ + -2.2382946014404297 + ], + "logprob_reward": -0.11329463124275208, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11329463124275208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933543413877487, + 0.09544336050748825, + 0.09362465888261795, + 0.050534937530756, + 0.08570411056280136, + 0.19378799200057983, + 0.10041536390781403, + 0.05532950162887573, + 0.11802463978528976, + 0.1178000196814537 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.11329463124275208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867623746395111 + ], + "opposite_logprob_tokens": [ + -3.0486762523651123 + ], + "logprob_reward": -0.04867623746395111, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867623746395111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09546840935945511, + 0.0666394978761673, + 0.1759854257106781, + 0.0619346909224987, + 0.08729614317417145, + 0.21480250358581543, + 0.05601715296506882, + 0.06628191471099854, + 0.0601515993475914, + 0.11542270332574844 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.04867623746395111 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047669146209955215, + 0.051756467670202255, + 0.059632282704114914, + 0.04277746379375458, + 0.0566827692091465, + 0.10068404674530029, + 0.07095853984355927, + 0.046751342713832855, + 0.048108384013175964, + 0.47497960925102234 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.02328225038945675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10316380858421326, + 0.05874865502119064, + 0.09738188982009888, + 0.11316090822219849, + 0.1345355212688446, + 0.1279088407754898, + 0.11464190483093262, + 0.045363493263721466, + 0.1640460342168808, + 0.04104892909526825 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.00463838828727603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057553455233574 + ], + "opposite_logprob_tokens": [ + -3.895575523376465 + ], + "logprob_reward": -0.02057553455233574, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057553455233574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07208038866519928, + 0.05059400945901871, + 0.07800103724002838, + 0.07316043227910995, + 0.05863138288259506, + 0.38626253604888916, + 0.0404280386865139, + 0.033841460943222046, + 0.13680799305438995, + 0.07019272446632385 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.02057553455233574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, sweeping shot, filmed from a slightly upward angle, employs a slow, majestic tracking motion to follow a massive interstellar spaceship as it glides effortlessly through the immensity of space. This city-sized vessel boasts a streamlined silhouette like the tip of a spear, its sleek hull composed of polished dark chrome-titanium, adorned with intricate paneling and faintly glowing blue navigation lights. Behind it, a deep, cosmic backdrop is dotted with countless pinpoints of distant stars and a vibrant nebula interwoven with deep purple and cyan. As the ship drifts with tremendous silent inertia, a bright, anamorphic lens flare—appearing as a long horizontal band of electric blue and white light—slowly sweeps across the smooth metal shell of the hull. The flare flickers and refracts on the polished metal surface, briefly illuminating the intricate details of the hull paneling, and then continues its elegant arc across the entire frame. The entire scene, in the dramatic interweaving of light and shadow between the soft glow of distant nebulae and the intense lens flare, creates a majestic, quiet and awe-inspiring loneliness.", + "seed": 9121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_10/index_5662_seed_9121_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022552862577140332, + "vlm_logprob": -0.022552862577140332, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.022552862577140332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03396373614668846 + ], + "opposite_logprob_tokens": [ + -3.408963680267334 + ], + "logprob_reward": -0.03396373614668846, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03396373614668846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25043848156929016, + 0.17997223138809204, + 0.030474746599793434, + 0.04533139616250992, + 0.042086247354745865, + 0.11053816229104996, + 0.030298911035060883, + 0.10371504724025726, + 0.14698120951652527, + 0.06016353890299797 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03396373614668846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498509854078293 + ], + "opposite_logprob_tokens": [ + -2.9299850463867188 + ], + "logprob_reward": -0.05498509854078293, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498509854078293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14505913853645325, + 0.12658068537712097, + 0.03540244325995445, + 0.054166968911886215, + 0.04813077673316002, + 0.16978159546852112, + 0.041647233068943024, + 0.10987582802772522, + 0.21335740387439728, + 0.055997829884290695 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.05498509854078293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028178293723613024 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028178293723613024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028178293723613024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29365459084510803, + 0.10843241959810257, + 0.07000287622213364, + 0.04910316318273544, + 0.03923282399773598, + 0.0508744902908802, + 0.037075165659189224, + 0.03170076012611389, + 0.283831924200058, + 0.036091797053813934 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0028178293723613024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028183048125356436 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028183048125356436, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028183048125356436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15877993404865265, + 0.05437972769141197, + 0.031374793499708176, + 0.10416755825281143, + 0.12353087216615677, + 0.25143834948539734, + 0.05086193606257439, + 0.037613801658153534, + 0.0868249163031578, + 0.10102811455726624 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0028183048125356436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive interstellar spaceship with a streamlined, spear-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spaceship's hull made of polished dark chrome-titanium with intricate paneling and faintly glowing blue navigation lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background feature a deep cosmic scene with distant stars and a nebula interwoven with deep purple and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright anamorphic lens flare appearing as a long horizontal band of electric blue and white light sweeping across the ship's hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a slightly upward angle with a slow tracking motion following the ship?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817934401333332 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.01817934401333332, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817934401333332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22224768996238708, + 0.13129204511642456, + 0.06290066242218018, + 0.07765605300664902, + 0.06383358687162399, + 0.22164160013198853, + 0.036284562200307846, + 0.064252570271492, + 0.055815719068050385, + 0.06407549232244492 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01817934401333332 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_tensor([5720, 5720])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_tensor([5720, 5720])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0816db18021cccffb0b681f88b5ec461b12df9a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_tensor([5720, 5720])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a slightly overhead perspective, slowly zooms in on a magnificent stone sculpture of a goddess: Nüwa. Carved from a single block of ancient, slate-gray stone, marked by the wear and tear of time, the statue's face is solemn and compassionate, its eyes previously closed. A high nose bridge and delicately lined lips exude a divine tranquility. Half of her body is lost in the thick, lingering smoke of incense smoke within the temple. The white vapor swirls and rises beneath a few wisps of daylight filtering through the high windows, creating an atmosphere of mystery and solemnity. Suddenly, an unearthly silence descends. The statue's solid stone sleeves, intricately carved with cloud patterns, move without warning, like the softest silk, gently undulating and fluttering in a manner that defies all common sense. Then, her stone eyelids, sealed for a thousand years, suddenly opened. Two streams of pure, dazzling golden light burst forth from her eye sockets, like materialized beams of light, instantly piercing the dense smog and tinging the surrounding air with a sacred golden hue. Illuminated by this divine golden light, the ancient mural on the wall behind her, depicting a scene of multicolored stones mending the sky, its mottled mineral pigments instantly lost focus. The background quickly blurred and dissolved into a deep, shimmering, dynamic galaxy, where countless stars were born and died, slowly rotating. The entire process was brief and shocking. Then the galaxy faded, and the mural returned to its original state. But the burning golden eyes imbued the ancient and solemn space with an awe-inspiring, awakening divine power and an epic atmosphere.", + "seed": 5026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_5720_seed_5026_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06428547389805317, + "vlm_logprob": -0.06428547389805317, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06428547389805317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20292744040489197 + ], + "opposite_logprob_tokens": [ + -1.7029274702072144 + ], + "logprob_reward": -0.20292744040489197, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20292744040489197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23011727631092072, + 0.12073542177677155, + 0.05258782207965851, + 0.059110127389431, + 0.14786705374717712, + 0.024633411318063736, + 0.052849654108285904, + 0.09461914747953415, + 0.12466929107904434, + 0.09281080961227417 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.20292744040489197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203879982233047 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203879982233047, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203879982233047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06140269711613655, + 0.07466340065002441, + 0.017353661358356476, + 0.0122148422524333, + 0.05873078480362892, + 0.009179886430501938, + 0.02717362344264984, + 0.6954607367515564, + 0.02339562028646469, + 0.020424773916602135 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.014203879982233047 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043096285313367844 + ], + "opposite_logprob_tokens": [ + -3.1680963039398193 + ], + "logprob_reward": -0.043096285313367844, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043096285313367844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04670101776719093, + 0.05766378343105316, + 0.03252878785133362, + 0.02372943051159382, + 0.36270737648010254, + 0.03835221007466316, + 0.02867811545729637, + 0.14713869988918304, + 0.10859078913927078, + 0.1539098024368286 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.043096285313367844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544417753815651 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544417753815651, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544417753815651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09456513822078705, + 0.05101590231060982, + 0.019430536776781082, + 0.018602490425109863, + 0.12772506475448608, + 0.036871206015348434, + 0.02926582470536232, + 0.23635625839233398, + 0.058896422386169434, + 0.3272711932659149 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.012544417753815651 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655346035957336 + ], + "opposite_logprob_tokens": [ + -3.0486552715301514 + ], + "logprob_reward": -0.048655346035957336, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655346035957336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07961512356996536, + 0.15817707777023315, + 0.056207187473773956, + 0.046777013689279556, + 0.26443547010421753, + 0.014978894032537937, + 0.012309778481721878, + 0.22412261366844177, + 0.045209143310785294, + 0.09816774725914001 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.048655346035957336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead perspective, slowly zooms in on a magnificent stone sculpture of a goddess: Nüwa. Carved from a single block of ancient, slate-gray stone, marked by the wear and tear of time, the statue's face is solemn and compassionate, its eyes previously closed. A high nose bridge and delicately lined lips exude a divine tranquility. Half of her body is lost in the thick, lingering smoke of incense smoke within the temple. The white vapor swirls and rises beneath a few wisps of daylight filtering through the high windows, creating an atmosphere of mystery and solemnity. Suddenly, an unearthly silence descends. The statue's solid stone sleeves, intricately carved with cloud patterns, move without warning, like the softest silk, gently undulating and fluttering in a manner that defies all common sense. Then, her stone eyelids, sealed for a thousand years, suddenly opened. Two streams of pure, dazzling golden light burst forth from her eye sockets, like materialized beams of light, instantly piercing the dense smog and tinging the surrounding air with a sacred golden hue. Illuminated by this divine golden light, the ancient mural on the wall behind her, depicting a scene of multicolored stones mending the sky, its mottled mineral pigments instantly lost focus. The background quickly blurred and dissolved into a deep, shimmering, dynamic galaxy, where countless stars were born and died, slowly rotating. The entire process was brief and shocking. Then the galaxy faded, and the mural returned to its original state. But the burning golden eyes imbued the ancient and solemn space with an awe-inspiring, awakening divine power and an epic atmosphere.", + "seed": 5027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_5720_seed_5027_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06445623952895403, + "vlm_logprob": -0.06445623952895403, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06445623952895403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10479488968849182 + ], + "opposite_logprob_tokens": [ + -2.354794979095459 + ], + "logprob_reward": -0.10479488968849182, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10479488968849182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07724795490503311, + 0.06199765205383301, + 0.18220017850399017, + 0.08373910933732986, + 0.07652102410793304, + 0.09502329677343369, + 0.16386127471923828, + 0.1201135590672493, + 0.04955025389790535, + 0.0897456705570221 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.10479488968849182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370962664484978 + ], + "opposite_logprob_tokens": [ + -3.4087095260620117 + ], + "logprob_reward": -0.03370962664484978, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370962664484978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09040115773677826, + 0.20269836485385895, + 0.15059377253055573, + 0.06778043508529663, + 0.0757828801870346, + 0.16613996028900146, + 0.10400041937828064, + 0.032482802867889404, + 0.03817850723862648, + 0.07194168120622635 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.03370962664484978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983604185283184 + ], + "opposite_logprob_tokens": [ + -3.5298359394073486 + ], + "logprob_reward": -0.02983604185283184, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983604185283184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13411308825016022, + 0.08893238753080368, + 0.08208567649126053, + 0.05991114303469658, + 0.09998665004968643, + 0.16816051304340363, + 0.120945505797863, + 0.05990101024508476, + 0.09234905242919922, + 0.09361494332551956 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.02983604185283184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086649261415005 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086649261415005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086649261415005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16260549426078796, + 0.07852903753519058, + 0.07573079317808151, + 0.07536448538303375, + 0.04698720574378967, + 0.034215837717056274, + 0.0722980722784996, + 0.07079559564590454, + 0.08444412797689438, + 0.29902929067611694 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.011086649261415005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428539901971817 + ], + "opposite_logprob_tokens": [ + -2.0178539752960205 + ], + "logprob_reward": -0.1428539901971817, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428539901971817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09256359189748764, + 0.10258255898952484, + 0.11360413581132889, + 0.0265046376734972, + 0.03496461361646652, + 0.07498534023761749, + 0.11083158850669861, + 0.32090646028518677, + 0.05213169753551483, + 0.07092534005641937 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.1428539901971817 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead perspective, slowly zooms in on a magnificent stone sculpture of a goddess: Nüwa. Carved from a single block of ancient, slate-gray stone, marked by the wear and tear of time, the statue's face is solemn and compassionate, its eyes previously closed. A high nose bridge and delicately lined lips exude a divine tranquility. Half of her body is lost in the thick, lingering smoke of incense smoke within the temple. The white vapor swirls and rises beneath a few wisps of daylight filtering through the high windows, creating an atmosphere of mystery and solemnity. Suddenly, an unearthly silence descends. The statue's solid stone sleeves, intricately carved with cloud patterns, move without warning, like the softest silk, gently undulating and fluttering in a manner that defies all common sense. Then, her stone eyelids, sealed for a thousand years, suddenly opened. Two streams of pure, dazzling golden light burst forth from her eye sockets, like materialized beams of light, instantly piercing the dense smog and tinging the surrounding air with a sacred golden hue. Illuminated by this divine golden light, the ancient mural on the wall behind her, depicting a scene of multicolored stones mending the sky, its mottled mineral pigments instantly lost focus. The background quickly blurred and dissolved into a deep, shimmering, dynamic galaxy, where countless stars were born and died, slowly rotating. The entire process was brief and shocking. Then the galaxy faded, and the mural returned to its original state. But the burning golden eyes imbued the ancient and solemn space with an awe-inspiring, awakening divine power and an epic atmosphere.", + "seed": 5028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_5720_seed_5028_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13705204837024212, + "vlm_logprob": -0.13705204837024212, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.13705204837024212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20356357097625732 + ], + "opposite_logprob_tokens": [ + -1.7035635709762573 + ], + "logprob_reward": -0.20356357097625732, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20356357097625732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140622079372406, + 0.18108512461185455, + 0.05340265482664108, + 0.06637074798345566, + 0.11544572561979294, + 0.07828915864229202, + 0.1250782012939453, + 0.1342272162437439, + 0.058514952659606934, + 0.04696410521864891 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.20356357097625732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048668745905160904 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.048668745905160904, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048668745905160904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0800609290599823, + 0.14909332990646362, + 0.10283026099205017, + 0.0683993548154831, + 0.09750539809465408, + 0.17852841317653656, + 0.11596417427062988, + 0.12666834890842438, + 0.05660606920719147, + 0.02434373088181019 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.048668745905160904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029836852103471756 + ], + "opposite_logprob_tokens": [ + -3.529836893081665 + ], + "logprob_reward": -0.029836852103471756, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029836852103471756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12130669504404068, + 0.1313532143831253, + 0.20452781021595, + 0.05857081711292267, + 0.06647208333015442, + 0.04811542481184006, + 0.10730987042188644, + 0.07568994909524918, + 0.14954371750354767, + 0.037110406905412674 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.029836852103471756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080332919955254 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080332919955254, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080332919955254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05164226144552231, + 0.10113462060689926, + 0.055868081748485565, + 0.046644311398267746, + 0.04778526723384857, + 0.06413833796977997, + 0.06830425560474396, + 0.42788830399513245, + 0.09031244367361069, + 0.04628206416964531 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.016080332919955254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38711073994636536 + ], + "opposite_logprob_tokens": [ + -1.137110710144043 + ], + "logprob_reward": -0.38711073994636536, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38711073994636536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21770824491977692, + 0.16868413984775543, + 0.05497165396809578, + 0.069854736328125, + 0.07846418023109436, + 0.1489812582731247, + 0.06639726459980011, + 0.12103656679391861, + 0.03939902037382126, + 0.0345030352473259 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.38711073994636536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead perspective, slowly zooms in on a magnificent stone sculpture of a goddess: Nüwa. Carved from a single block of ancient, slate-gray stone, marked by the wear and tear of time, the statue's face is solemn and compassionate, its eyes previously closed. A high nose bridge and delicately lined lips exude a divine tranquility. Half of her body is lost in the thick, lingering smoke of incense smoke within the temple. The white vapor swirls and rises beneath a few wisps of daylight filtering through the high windows, creating an atmosphere of mystery and solemnity. Suddenly, an unearthly silence descends. The statue's solid stone sleeves, intricately carved with cloud patterns, move without warning, like the softest silk, gently undulating and fluttering in a manner that defies all common sense. Then, her stone eyelids, sealed for a thousand years, suddenly opened. Two streams of pure, dazzling golden light burst forth from her eye sockets, like materialized beams of light, instantly piercing the dense smog and tinging the surrounding air with a sacred golden hue. Illuminated by this divine golden light, the ancient mural on the wall behind her, depicting a scene of multicolored stones mending the sky, its mottled mineral pigments instantly lost focus. The background quickly blurred and dissolved into a deep, shimmering, dynamic galaxy, where countless stars were born and died, slowly rotating. The entire process was brief and shocking. Then the galaxy faded, and the mural returned to its original state. But the burning golden eyes imbued the ancient and solemn space with an awe-inspiring, awakening divine power and an epic atmosphere.", + "seed": 5029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_11/index_5720_seed_5029_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06271937564015388, + "vlm_logprob": -0.06271937564015388, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06271937564015388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13144037127494812 + ], + "opposite_logprob_tokens": [ + -2.1314404010772705 + ], + "logprob_reward": -0.13144037127494812, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13144037127494812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06698297709226608, + 0.17222343385219574, + 0.03022165037691593, + 0.010962925851345062, + 0.01053738035261631, + 0.07219849526882172, + 0.06151124835014343, + 0.46176567673683167, + 0.039807915687561035, + 0.07378832995891571 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.13144037127494812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330053597688675 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.02330053597688675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330053597688675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10297807306051254, + 0.405190646648407, + 0.02578333579003811, + 0.06115489825606346, + 0.05969918519258499, + 0.07591601461172104, + 0.05659668147563934, + 0.05096980556845665, + 0.07266871631145477, + 0.08904261142015457 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.02330053597688675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006949931383133 + ], + "opposite_logprob_tokens": [ + -2.6950695514678955 + ], + "logprob_reward": -0.07006949931383133, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006949931383133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020624559372663498, + 0.06178298592567444, + 0.010222939774394035, + 0.022570770233869553, + 0.011869392357766628, + 0.20956462621688843, + 0.041463788598775864, + 0.5320823192596436, + 0.0323798842728138, + 0.057438697665929794 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.07006949931383133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792622178792953 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792622178792953, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792622178792953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015225191600620747, + 0.07916789501905441, + 0.01090739294886589, + 0.01704132929444313, + 0.007235569413751364, + 0.012779048644006252, + 0.034072645008563995, + 0.598152220249176, + 0.07909347116947174, + 0.1463252604007721 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.009792622178792953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stone sculpture of a goddess named Nüwa carved from slate-gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from a slightly overhead perspective that slowly zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the stone sleeves of the statue move and undulate like silk while the rest of the statue remains solid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the statue's eyes open and emit streams of golden light that turn the background into a rotating galaxy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a temple with incense smoke, high windows, and an ancient mural on the wall behind the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899384945631027 + ], + "opposite_logprob_tokens": [ + -2.578993797302246 + ], + "logprob_reward": -0.07899384945631027, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899384945631027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03702482581138611, + 0.37362098693847656, + 0.016837103292346, + 0.009591002948582172, + 0.007199096493422985, + 0.016991347074508667, + 0.04047705978155136, + 0.4116148054599762, + 0.01381434965878725, + 0.07282943278551102 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.07899384945631027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_tensor([6602, 6602])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_tensor([6602, 6602])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4fbf4e359bb4ab3b30969baf00c28da421e3b4f8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_tensor([6602, 6602])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, simulating a boat shot, gently sways and rises with the rhythm of the water, transporting us into a scene imbued with the rich texture of an oil painting. By the pond of the classical Yu Garden, a young woman, dressed in an elegant lotus-pink embroidered Hanfu, carefully prepares to board a pristine, dark brown wooden boat. Her long, dark hair, pulled back into a loose, elegant bun with a simple wooden hairpin, a few playful strands gently brush against her serene, focused profile. With one hand, she gently lifts the hem of her wide skirt to prevent it from getting wet, while with the other, her slender fingers barely touch the gently swaying side of the boat. She leans forward slightly, her posture light and measured, as if stepping into a fluid dream. The soft golden light of dusk filters through the branches of the weeping willows lining the shore, casting dappled, warm shadows on her silk dress and the dark hull of the boat. In the background, the contours of the pavilions with their eaves and the Nine-Curve Bridge appear hazy and poetic against the warm tones. The defining characteristic of the entire scene lies in its heavy brushstrokes, especially on the surface of the water. The pond water is not crystal clear, but rather appears like pigment boldly piled up on canvas using the thick technique of smearing. Against the deep green and indigo background, the shimmering waves are boldly depicted with golden, bright white and orange brushstrokes, perfectly capturing every leap of light on the dynamic water surface, creating a tranquil, classical and poetic atmosphere full of artistic vitality.", + "seed": 21104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_6602_seed_21104_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1476385911926627, + "vlm_logprob": -0.1476385911926627, + "vlm_yes_no_margin": 3.224999952316284, + "vlm_token_credit": -0.1476385911926627, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6378248333930969 + ], + "opposite_logprob_tokens": [ + -0.7628248333930969 + ], + "logprob_reward": -0.6378248333930969, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6378248333930969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25689491629600525, + 0.07599474489688873, + 0.1493063122034073, + 0.08937308937311172, + 0.055865854024887085, + 0.15459412336349487, + 0.04817834496498108, + 0.041283100843429565, + 0.08269032835960388, + 0.045819200575351715 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.6378248333930969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254394743591547 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254394743591547, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254394743591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12483922392129898, + 0.0857597067952156, + 0.0743362307548523, + 0.11704796552658081, + 0.06010039150714874, + 0.2798275947570801, + 0.06570428609848022, + 0.029380643740296364, + 0.093717060983181, + 0.06928685307502747 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.01254394743591547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16806188225746155, + 0.06810364872217178, + 0.08977539092302322, + 0.12854832410812378, + 0.10732570290565491, + 0.15003252029418945, + 0.050943177193403244, + 0.0662350133061409, + 0.11229817569255829, + 0.05867616832256317 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.01818344183266163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201982870697975 + ], + "opposite_logprob_tokens": [ + -2.8120198249816895 + ], + "logprob_reward": -0.06201982870697975, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201982870697975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13643042743206024, + 0.05203532427549362, + 0.033349648118019104, + 0.07414016872644424, + 0.11363180726766586, + 0.10971829295158386, + 0.13287705183029175, + 0.11836379021406174, + 0.08202376961708069, + 0.1474297195672989 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06201982870697975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620904594659805 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.007620904594659805, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620904594659805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055092889815568924, + 0.04029557853937149, + 0.03787054494023323, + 0.04417392611503601, + 0.04498632624745369, + 0.08186441659927368, + 0.2771272361278534, + 0.13046149909496307, + 0.17703692615032196, + 0.11109068989753723 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.007620904594659805 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, simulating a boat shot, gently sways and rises with the rhythm of the water, transporting us into a scene imbued with the rich texture of an oil painting. By the pond of the classical Yu Garden, a young woman, dressed in an elegant lotus-pink embroidered Hanfu, carefully prepares to board a pristine, dark brown wooden boat. Her long, dark hair, pulled back into a loose, elegant bun with a simple wooden hairpin, a few playful strands gently brush against her serene, focused profile. With one hand, she gently lifts the hem of her wide skirt to prevent it from getting wet, while with the other, her slender fingers barely touch the gently swaying side of the boat. She leans forward slightly, her posture light and measured, as if stepping into a fluid dream. The soft golden light of dusk filters through the branches of the weeping willows lining the shore, casting dappled, warm shadows on her silk dress and the dark hull of the boat. In the background, the contours of the pavilions with their eaves and the Nine-Curve Bridge appear hazy and poetic against the warm tones. The defining characteristic of the entire scene lies in its heavy brushstrokes, especially on the surface of the water. The pond water is not crystal clear, but rather appears like pigment boldly piled up on canvas using the thick technique of smearing. Against the deep green and indigo background, the shimmering waves are boldly depicted with golden, bright white and orange brushstrokes, perfectly capturing every leap of light on the dynamic water surface, creating a tranquil, classical and poetic atmosphere full of artistic vitality.", + "seed": 21105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_6602_seed_21105_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04710677620023489, + "vlm_logprob": -0.04710677620023489, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04710677620023489, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1820853352546692 + ], + "opposite_logprob_tokens": [ + -1.8070852756500244 + ], + "logprob_reward": -0.1820853352546692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1820853352546692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18170982599258423, + 0.16222307085990906, + 0.08727937936782837, + 0.1594579517841339, + 0.19234906136989594, + 0.11459960043430328, + 0.0340319387614727, + 0.024895459413528442, + 0.01702117919921875, + 0.026432469487190247 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.1820853352546692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253083072602749 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253083072602749, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253083072602749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12602068483829498, + 0.10024125874042511, + 0.09047555178403854, + 0.12121186405420303, + 0.08660905808210373, + 0.06446019560098648, + 0.07236169278621674, + 0.05727646127343178, + 0.06938205659389496, + 0.21196113526821136 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.005253083072602749 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978010892868042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.00978010892868042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978010892868042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09664760529994965, + 0.33088165521621704, + 0.08054794371128082, + 0.0851597785949707, + 0.13060423731803894, + 0.035510241985321045, + 0.0692627802491188, + 0.05601012334227562, + 0.07020658254623413, + 0.04516907408833504 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.00978010892868042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785940423607826 + ], + "opposite_logprob_tokens": [ + -3.5297858715057373 + ], + "logprob_reward": -0.029785940423607826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785940423607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10434281080961227, + 0.13617563247680664, + 0.08206972479820251, + 0.09404781460762024, + 0.10728384554386139, + 0.05437074229121208, + 0.2788482904434204, + 0.044011931866407394, + 0.032378505915403366, + 0.0664706602692604 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.029785940423607826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008629413321614265 + ], + "opposite_logprob_tokens": [ + -4.758629322052002 + ], + "logprob_reward": -0.008629413321614265, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008629413321614265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492294073104858, + 0.12948103249073029, + 0.14156636595726013, + 0.09130509942770004, + 0.2660065293312073, + 0.055041708052158356, + 0.06441660970449448, + 0.04680338129401207, + 0.036821428686380386, + 0.053634900599718094 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.008629413321614265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, simulating a boat shot, gently sways and rises with the rhythm of the water, transporting us into a scene imbued with the rich texture of an oil painting. By the pond of the classical Yu Garden, a young woman, dressed in an elegant lotus-pink embroidered Hanfu, carefully prepares to board a pristine, dark brown wooden boat. Her long, dark hair, pulled back into a loose, elegant bun with a simple wooden hairpin, a few playful strands gently brush against her serene, focused profile. With one hand, she gently lifts the hem of her wide skirt to prevent it from getting wet, while with the other, her slender fingers barely touch the gently swaying side of the boat. She leans forward slightly, her posture light and measured, as if stepping into a fluid dream. The soft golden light of dusk filters through the branches of the weeping willows lining the shore, casting dappled, warm shadows on her silk dress and the dark hull of the boat. In the background, the contours of the pavilions with their eaves and the Nine-Curve Bridge appear hazy and poetic against the warm tones. The defining characteristic of the entire scene lies in its heavy brushstrokes, especially on the surface of the water. The pond water is not crystal clear, but rather appears like pigment boldly piled up on canvas using the thick technique of smearing. Against the deep green and indigo background, the shimmering waves are boldly depicted with golden, bright white and orange brushstrokes, perfectly capturing every leap of light on the dynamic water surface, creating a tranquil, classical and poetic atmosphere full of artistic vitality.", + "seed": 21106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_6602_seed_21106_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08757899801712483, + "vlm_logprob": -0.08757899801712483, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.08757899801712483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2842923104763031 + ], + "opposite_logprob_tokens": [ + -1.4092923402786255 + ], + "logprob_reward": -0.2842923104763031, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2842923104763031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12455838918685913, + 0.06157558411359787, + 0.03831357881426811, + 0.15601608157157898, + 0.06047234311699867, + 0.1994064897298813, + 0.09423721581697464, + 0.09197203069925308, + 0.11256188899278641, + 0.06088636815547943 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.2842923104763031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013387774815782905 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013387774815782905, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013387774815782905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09046562016010284, + 0.0906340479850769, + 0.03757232427597046, + 0.22540093958377838, + 0.3299615979194641, + 0.0634685680270195, + 0.026101374998688698, + 0.06530534476041794, + 0.041756704449653625, + 0.029333412647247314 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0013387774815782905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107191201299429 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.01107191201299429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107191201299429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0961088091135025, + 0.06326544284820557, + 0.0906873494386673, + 0.4896945357322693, + 0.054699283093214035, + 0.031789496541023254, + 0.02890223078429699, + 0.04090111702680588, + 0.05561380833387375, + 0.048337988555431366 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.01107191201299429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12700879573822021 + ], + "opposite_logprob_tokens": [ + -2.1270089149475098 + ], + "logprob_reward": -0.12700879573822021, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12700879573822021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.148305743932724, + 0.060016363859176636, + 0.04483857750892639, + 0.18430642783641815, + 0.06495578587055206, + 0.14557702839374542, + 0.0455121248960495, + 0.17967931926250458, + 0.051203303039073944, + 0.07560540735721588 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.12700879573822021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183194376528263 + ], + "opposite_logprob_tokens": [ + -4.264183044433594 + ], + "logprob_reward": -0.014183194376528263, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183194376528263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1070505753159523, + 0.07119619101285934, + 0.035043030977249146, + 0.08006704598665237, + 0.0237976536154747, + 0.06446059793233871, + 0.04276800528168678, + 0.17341800034046173, + 0.2585757374763489, + 0.14362314343452454 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.014183194376528263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, simulating a boat shot, gently sways and rises with the rhythm of the water, transporting us into a scene imbued with the rich texture of an oil painting. By the pond of the classical Yu Garden, a young woman, dressed in an elegant lotus-pink embroidered Hanfu, carefully prepares to board a pristine, dark brown wooden boat. Her long, dark hair, pulled back into a loose, elegant bun with a simple wooden hairpin, a few playful strands gently brush against her serene, focused profile. With one hand, she gently lifts the hem of her wide skirt to prevent it from getting wet, while with the other, her slender fingers barely touch the gently swaying side of the boat. She leans forward slightly, her posture light and measured, as if stepping into a fluid dream. The soft golden light of dusk filters through the branches of the weeping willows lining the shore, casting dappled, warm shadows on her silk dress and the dark hull of the boat. In the background, the contours of the pavilions with their eaves and the Nine-Curve Bridge appear hazy and poetic against the warm tones. The defining characteristic of the entire scene lies in its heavy brushstrokes, especially on the surface of the water. The pond water is not crystal clear, but rather appears like pigment boldly piled up on canvas using the thick technique of smearing. Against the deep green and indigo background, the shimmering waves are boldly depicted with golden, bright white and orange brushstrokes, perfectly capturing every leap of light on the dynamic water surface, creating a tranquil, classical and poetic atmosphere full of artistic vitality.", + "seed": 21107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_12/index_6602_seed_21107_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09683242784813047, + "vlm_logprob": -0.09683242784813047, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.09683242784813047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31607311964035034 + ], + "opposite_logprob_tokens": [ + -1.3160731792449951 + ], + "logprob_reward": -0.31607311964035034, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31607311964035034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09852255880832672, + 0.0737537145614624, + 0.046048302203416824, + 0.06998512893915176, + 0.04233890026807785, + 0.39225083589553833, + 0.1007867082953453, + 0.03588589280843735, + 0.064773790538311, + 0.07565419375896454 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.31607311964035034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09772336483001709, + 0.11924049258232117, + 0.08031801134347916, + 0.06457836180925369, + 0.05479230359196663, + 0.09991584718227386, + 0.059879597276449203, + 0.09332152456045151, + 0.15374690294265747, + 0.17648355662822723 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0024900403805077076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192597009241581 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192597009241581, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192597009241581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05926525592803955, + 0.09400282800197601, + 0.03665679693222046, + 0.03987595811486244, + 0.06194568797945976, + 0.4512662887573242, + 0.026192564517259598, + 0.04838646575808525, + 0.07492372393608093, + 0.10748440772294998 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.014192597009241581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427755504846573 + ], + "opposite_logprob_tokens": [ + -2.017775535583496 + ], + "logprob_reward": -0.1427755504846573, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427755504846573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06838293373584747, + 0.11680767685174942, + 0.1181984692811966, + 0.05570892244577408, + 0.029550058767199516, + 0.16666752099990845, + 0.17039066553115845, + 0.030192596837878227, + 0.04714488983154297, + 0.19695621728897095 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.1427755504846573 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set by the pond of a classical Yu Garden featuring pavilions and a Nine-Curve Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman wearing an elegant lotus-pink embroidered Hanfu visible preparing to board a dark brown wooden boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift the hem of her skirt with one hand while touching the side of the boat with the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style characterized by heavy brushstrokes and thick impasto texture resembling an oil painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water waves depicted with bold golden, bright white, and orange brushstrokes against a deep green and indigo background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630831725895405 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630831725895405, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630831725895405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11889835447072983, + 0.05029144510626793, + 0.10859166085720062, + 0.04812100529670715, + 0.02367153763771057, + 0.06484152376651764, + 0.11477497220039368, + 0.26523730158805847, + 0.019439062103629112, + 0.18613314628601074 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.008630831725895405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_tensor([9383, 9383])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_tensor([9383, 9383])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c0f06892710c2088cbf11704c198d93c6eb7ccd2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_tensor([9383, 9383])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot that begins in a medium shot and slowly pulls back to a majestic long shot captures an elderly man with graying hair and a deeply wrinkled face, yet a serene expression. He wears a loose-fitting white silk traditional training suit, meticulously buttoned. He stands alone atop the winding, ancient Great Wall, the gray brickwork beneath his feet weathered, and the distant mountains shrouded in a morning mist. The first rays of warm, golden morning light pour down from the horizon, casting a soft halo around his silhouette and a long, shifting shadow across the mottled wall. He is practicing Tai Chi, his arms tracing circular arcs with a flowing grace. One hand slowly rises, the other follows, his body moving with steady, deliberate movement, each movement imbued with power and harmony. The entire scene evokes a grand yet tranquil atmosphere, imbued with the weight of history and Eastern philosophical sentiment.", + "seed": 31321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_9383_seed_31321_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04765615090727806, + "vlm_logprob": -0.04765615090727806, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04765615090727806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03432814031839371 + ], + "opposite_logprob_tokens": [ + -3.4093282222747803 + ], + "logprob_reward": -0.03432814031839371, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03432814031839371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2729920744895935, + 0.4009304642677307, + 0.06929793953895569, + 0.037265293300151825, + 0.03523888811469078, + 0.021124329417943954, + 0.08435478806495667, + 0.038539350032806396, + 0.017833594232797623, + 0.02242330275475979 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03432814031839371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298015713691711 + ], + "opposite_logprob_tokens": [ + -2.2379801273345947 + ], + "logprob_reward": -0.11298015713691711, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298015713691711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35753297805786133, + 0.24999083578586578, + 0.13496482372283936, + 0.09585010260343552, + 0.03791229426860809, + 0.013333254493772984, + 0.043825920671224594, + 0.02437508851289749, + 0.01806209236383438, + 0.024152634665369987 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11298015713691711 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204702340066433 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204702340066433, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204702340066433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4425300657749176, + 0.2813034951686859, + 0.03527330607175827, + 0.018373820930719376, + 0.041600991040468216, + 0.022617720067501068, + 0.04065429046750069, + 0.046716317534446716, + 0.02883162908256054, + 0.04209842160344124 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.014204702340066433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741044111549854 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741044111549854, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741044111549854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21637652814388275, + 0.3758404850959778, + 0.04924701899290085, + 0.09411673247814178, + 0.06187644600868225, + 0.05727748945355415, + 0.08409354835748672, + 0.020381301641464233, + 0.023060152307152748, + 0.01773032359778881 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.006741044111549854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700267106294632 + ], + "opposite_logprob_tokens": [ + -2.6950266361236572 + ], + "logprob_reward": -0.0700267106294632, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700267106294632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.336664617061615, + 0.06758105754852295, + 0.16538459062576294, + 0.06990763545036316, + 0.08443913608789444, + 0.0553513765335083, + 0.08931514620780945, + 0.03907207399606705, + 0.03584147244691849, + 0.056442875415086746 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0700267106294632 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in a medium shot and slowly pulls back to a majestic long shot captures an elderly man with graying hair and a deeply wrinkled face, yet a serene expression. He wears a loose-fitting white silk traditional training suit, meticulously buttoned. He stands alone atop the winding, ancient Great Wall, the gray brickwork beneath his feet weathered, and the distant mountains shrouded in a morning mist. The first rays of warm, golden morning light pour down from the horizon, casting a soft halo around his silhouette and a long, shifting shadow across the mottled wall. He is practicing Tai Chi, his arms tracing circular arcs with a flowing grace. One hand slowly rises, the other follows, his body moving with steady, deliberate movement, each movement imbued with power and harmony. The entire scene evokes a grand yet tranquil atmosphere, imbued with the weight of history and Eastern philosophical sentiment.", + "seed": 31322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_9383_seed_31322_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07403008453547955, + "vlm_logprob": -0.07403008453547955, + "vlm_yes_no_margin": 2.924999952316284, + "vlm_token_credit": -0.07403008453547955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11404826492071152 + ], + "opposite_logprob_tokens": [ + -2.2390482425689697 + ], + "logprob_reward": -0.11404826492071152, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11404826492071152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27989962697029114, + 0.14895029366016388, + 0.07745430618524551, + 0.07112794369459152, + 0.18802987039089203, + 0.07612133026123047, + 0.08197756111621857, + 0.03279440850019455, + 0.012202776968479156, + 0.03144190087914467 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.11404826492071152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903086394071579 + ], + "opposite_logprob_tokens": [ + -2.579030752182007 + ], + "logprob_reward": -0.07903086394071579, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903086394071579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13297687470912933, + 0.12164667993783951, + 0.05893569439649582, + 0.11494433879852295, + 0.08006981015205383, + 0.15355652570724487, + 0.13443218171596527, + 0.13663402199745178, + 0.030661484226584435, + 0.03614240884780884 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.07903086394071579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08356321603059769, + 0.13855107128620148, + 0.16661708056926727, + 0.26815998554229736, + 0.0570201501250267, + 0.06958993524312973, + 0.03317505493760109, + 0.12138235569000244, + 0.022038530558347702, + 0.03990263119339943 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.0181919876486063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1540198177099228, + 0.12879911065101624, + 0.10030016303062439, + 0.046438176184892654, + 0.0859367698431015, + 0.1568998545408249, + 0.14636032283306122, + 0.06123420596122742, + 0.0654192790389061, + 0.05459226295351982 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428053081035614 + ], + "opposite_logprob_tokens": [ + -2.017805337905884 + ], + "logprob_reward": -0.1428053081035614, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428053081035614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08998093008995056, + 0.08413875102996826, + 0.1248386949300766, + 0.17109361290931702, + 0.17894214391708374, + 0.03258364647626877, + 0.05723924934864044, + 0.12915007770061493, + 0.05127813667058945, + 0.08075474202632904 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.1428053081035614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in a medium shot and slowly pulls back to a majestic long shot captures an elderly man with graying hair and a deeply wrinkled face, yet a serene expression. He wears a loose-fitting white silk traditional training suit, meticulously buttoned. He stands alone atop the winding, ancient Great Wall, the gray brickwork beneath his feet weathered, and the distant mountains shrouded in a morning mist. The first rays of warm, golden morning light pour down from the horizon, casting a soft halo around his silhouette and a long, shifting shadow across the mottled wall. He is practicing Tai Chi, his arms tracing circular arcs with a flowing grace. One hand slowly rises, the other follows, his body moving with steady, deliberate movement, each movement imbued with power and harmony. The entire scene evokes a grand yet tranquil atmosphere, imbued with the weight of history and Eastern philosophical sentiment.", + "seed": 31323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_9383_seed_31323_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04341634102165699, + "vlm_logprob": -0.04341634102165699, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04341634102165699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0794043093919754 + ], + "opposite_logprob_tokens": [ + -2.579404354095459 + ], + "logprob_reward": -0.0794043093919754, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0794043093919754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28024938702583313, + 0.07129079848527908, + 0.14892125129699707, + 0.08605995029211044, + 0.09643951058387756, + 0.02691303752362728, + 0.03848426416516304, + 0.03639316186308861, + 0.1425010710954666, + 0.0727476105093956 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0794043093919754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089105986058712 + ], + "opposite_logprob_tokens": [ + -2.4641060829162598 + ], + "logprob_reward": -0.089105986058712, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089105986058712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12897168099880219, + 0.039741452783346176, + 0.3357478082180023, + 0.08910958468914032, + 0.10690513253211975, + 0.0506608709692955, + 0.05586082115769386, + 0.06154559180140495, + 0.042080145329236984, + 0.08937690407037735 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.089105986058712 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11881086230278015, + 0.1426720768213272, + 0.33702513575553894, + 0.07553281635046005, + 0.04528375342488289, + 0.04649092257022858, + 0.09162656217813492, + 0.050985679030418396, + 0.046760138124227524, + 0.04481205716729164 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199061319231987 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199061319231987, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199061319231987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1661032885313034, + 0.05443372204899788, + 0.12669737637043, + 0.15883135795593262, + 0.11970813572406769, + 0.03157857060432434, + 0.07422368228435516, + 0.07474139332771301, + 0.12387098371982574, + 0.06981148570775986 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.014199061319231987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289471864700317 + ], + "opposite_logprob_tokens": [ + -3.773289442062378 + ], + "logprob_reward": -0.023289471864700317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289471864700317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484309583902359, + 0.0804772675037384, + 0.17593103647232056, + 0.04325937479734421, + 0.16709981858730316, + 0.08481243997812271, + 0.04795728996396065, + 0.08448085188865662, + 0.04102182015776634, + 0.12652920186519623 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.023289471864700317 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in a medium shot and slowly pulls back to a majestic long shot captures an elderly man with graying hair and a deeply wrinkled face, yet a serene expression. He wears a loose-fitting white silk traditional training suit, meticulously buttoned. He stands alone atop the winding, ancient Great Wall, the gray brickwork beneath his feet weathered, and the distant mountains shrouded in a morning mist. The first rays of warm, golden morning light pour down from the horizon, casting a soft halo around his silhouette and a long, shifting shadow across the mottled wall. He is practicing Tai Chi, his arms tracing circular arcs with a flowing grace. One hand slowly rises, the other follows, his body moving with steady, deliberate movement, each movement imbued with power and harmony. The entire scene evokes a grand yet tranquil atmosphere, imbued with the weight of history and Eastern philosophical sentiment.", + "seed": 31324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_13/index_9383_seed_31324_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.049867463670670985, + "vlm_logprob": -0.049867463670670985, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.049867463670670985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055584393441677094 + ], + "opposite_logprob_tokens": [ + -2.93058443069458 + ], + "logprob_reward": -0.055584393441677094, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055584393441677094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17606143653392792, + 0.08032287657260895, + 0.0981031060218811, + 0.10953279584646225, + 0.1642318218946457, + 0.14881840348243713, + 0.11975636333227158, + 0.03726392984390259, + 0.039187368005514145, + 0.02672179974615574 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.055584393441677094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210598349571228 + ], + "opposite_logprob_tokens": [ + -2.812105894088745 + ], + "logprob_reward": -0.06210598349571228, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210598349571228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14452096819877625, + 0.08677049726247787, + 0.08721301704645157, + 0.10369913280010223, + 0.07169850915670395, + 0.06663750857114792, + 0.13441309332847595, + 0.03471784293651581, + 0.23789004981517792, + 0.03243938460946083 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.06210598349571228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633563131093979 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633563131093979, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633563131093979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3118155896663666, + 0.051212113350629807, + 0.06308048218488693, + 0.06256603449583054, + 0.03078795038163662, + 0.024907311424613, + 0.04431129992008209, + 0.02908441051840782, + 0.3611171543598175, + 0.021117685362696648 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.007633563131093979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075920425355434 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011075920425355434, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075920425355434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255703747272491, + 0.09878788143396378, + 0.2136206328868866, + 0.05278912931680679, + 0.04176260158419609, + 0.027315057814121246, + 0.2588312029838562, + 0.043185360729694366, + 0.057948414236307144, + 0.12320271134376526 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.011075920425355434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of an elderly man with graying hair and a deeply wrinkled face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk traditional training suit that is meticulously buttoned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the winding, ancient Great Wall with weathered gray brickwork and distant mountains shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man practicing Tai Chi with arms tracing circular arcs and a body moving with steady, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pull back from the medium shot to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293745785951614 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.11293745785951614, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293745785951614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10641822218894958, + 0.06629455089569092, + 0.0645531639456749, + 0.04678593948483467, + 0.128431499004364, + 0.1608067899942398, + 0.0813881903886795, + 0.03743559494614601, + 0.25611141324043274, + 0.05177461728453636 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.11293745785951614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_tensor([2629, 2629])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_tensor([2629, 2629])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d875ea4368b912ae8df3354b3c68baf4c89434 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_tensor([2629, 2629])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "detailed macro lens, held at eye level with the subject, maintains perfect stillness, creating an intimate and focused image. The subject is a newborn, downy yellow chick, its feathers so fine they seem to catch the light and vibrate with life. It stands atop a rustic wooden surface, the weathered, dark brown wood revealing deep grain patterns, cracks, and a matte, unfinished texture. The wood is dotted with a variety of seeds—tiny, light-colored millet and larger, striped sunflower seeds. The chick curiously pecks at the seeds; with a jerky, curious motion, it raises its head, its bright, beady black eyes fixed on a single grain of rice. Then, swiftly and deliberately, it lowers its head, its tiny, pale orange beak precisely flapping and picking up a seed. The entire scene is bathed in soft, warm, directional light from a single source, casting gentle shadows that accentuate the chick's rounded form and the wood's rugged texture. The shallow depth of field renders the background into a soft, blurred bokeh of warm tones, creating an atmosphere of tranquility and tenderness, focusing entirely on the simple, instinctive movements of the chicks.", + "seed": 20158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_2629_seed_20158_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13227256564423442, + "vlm_logprob": -0.13227256564423442, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.13227256564423442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2277153879404068 + ], + "opposite_logprob_tokens": [ + -1.6027153730392456 + ], + "logprob_reward": -0.2277153879404068, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2277153879404068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18769608438014984, + 0.22989386320114136, + 0.16182662546634674, + 0.07405576854944229, + 0.11155253648757935, + 0.014574051834642887, + 0.04857223480939865, + 0.05716682970523834, + 0.10487192869186401, + 0.009790037758648396 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2277153879404068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970145110040903 + ], + "opposite_logprob_tokens": [ + -5.130970001220703 + ], + "logprob_reward": -0.005970145110040903, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005970145110040903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16505612432956696, + 0.20572322607040405, + 0.0341913215816021, + 0.02676922269165516, + 0.015811694785952568, + 0.022223277017474174, + 0.013806437142193317, + 0.07002464681863785, + 0.4235039949417114, + 0.022889988496899605 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.005970145110040903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361173018813133 + ], + "opposite_logprob_tokens": [ + -3.6513612270355225 + ], + "logprob_reward": -0.026361173018813133, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361173018813133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18299655616283417, + 0.15926261246204376, + 0.07520028203725815, + 0.03232544660568237, + 0.03191825747489929, + 0.034535426646471024, + 0.031648699194192886, + 0.171283558011055, + 0.2623032331466675, + 0.0185258649289608 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.026361173018813133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207170344889164 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207170344889164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207170344889164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058692898601293564, + 0.16218337416648865, + 0.03438423201441765, + 0.036431025713682175, + 0.02922055311501026, + 0.01665482111275196, + 0.021408677101135254, + 0.24835549294948578, + 0.3601643443107605, + 0.0325046069920063 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.014207170344889164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871089518070221 + ], + "opposite_logprob_tokens": [ + -1.1371089220046997 + ], + "logprob_reward": -0.3871089518070221, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871089518070221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13845616579055786, + 0.12581093609333038, + 0.021760381758213043, + 0.04247331619262695, + 0.016523564234375954, + 0.009715063497424126, + 0.028579024598002434, + 0.2620328664779663, + 0.3273991346359253, + 0.027249474078416824 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.3871089518070221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "detailed macro lens, held at eye level with the subject, maintains perfect stillness, creating an intimate and focused image. The subject is a newborn, downy yellow chick, its feathers so fine they seem to catch the light and vibrate with life. It stands atop a rustic wooden surface, the weathered, dark brown wood revealing deep grain patterns, cracks, and a matte, unfinished texture. The wood is dotted with a variety of seeds—tiny, light-colored millet and larger, striped sunflower seeds. The chick curiously pecks at the seeds; with a jerky, curious motion, it raises its head, its bright, beady black eyes fixed on a single grain of rice. Then, swiftly and deliberately, it lowers its head, its tiny, pale orange beak precisely flapping and picking up a seed. The entire scene is bathed in soft, warm, directional light from a single source, casting gentle shadows that accentuate the chick's rounded form and the wood's rugged texture. The shallow depth of field renders the background into a soft, blurred bokeh of warm tones, creating an atmosphere of tranquility and tenderness, focusing entirely on the simple, instinctive movements of the chicks.", + "seed": 20159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_2629_seed_20159_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12892117397859693, + "vlm_logprob": -0.12892117397859693, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.12892117397859693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021903041750192642 + ], + "opposite_logprob_tokens": [ + -3.8969030380249023 + ], + "logprob_reward": -0.021903041750192642, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021903041750192642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19771166145801544, + 0.04170428216457367, + 0.026569770649075508, + 0.18950259685516357, + 0.092786505818367, + 0.09580415487289429, + 0.06731554120779037, + 0.16912028193473816, + 0.035416699945926666, + 0.08406855911016464 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.021903041750192642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964694079011679 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964694079011679, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964694079011679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16667141020298004, + 0.08909360319375992, + 0.07036846876144409, + 0.13803918659687042, + 0.0738738402724266, + 0.17652231454849243, + 0.07041410356760025, + 0.09555255621671677, + 0.0712401494383812, + 0.048224322497844696 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.005964694079011679 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635246515274048 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.02635246515274048, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635246515274048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19670861959457397, + 0.14152167737483978, + 0.06841898709535599, + 0.060686081647872925, + 0.042139314115047455, + 0.0716172531247139, + 0.15259793400764465, + 0.08178579807281494, + 0.1266930103302002, + 0.05783126875758171 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02635246515274048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202469028532505 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202469028532505, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202469028532505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25928348302841187, + 0.054575350135564804, + 0.034744225442409515, + 0.08295584470033646, + 0.05827203392982483, + 0.07340298593044281, + 0.053445857018232346, + 0.2518811821937561, + 0.042864155024290085, + 0.08857492357492447 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014202469028532505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761831998825073 + ], + "opposite_logprob_tokens": [ + -0.8261831998825073 + ], + "logprob_reward": -0.5761831998825073, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761831998825073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1622420698404312, + 0.10370753705501556, + 0.063489630818367, + 0.05750089883804321, + 0.047741010785102844, + 0.08217737078666687, + 0.07903308421373367, + 0.21783612668514252, + 0.12263627350330353, + 0.06363598257303238 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.5761831998825073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "detailed macro lens, held at eye level with the subject, maintains perfect stillness, creating an intimate and focused image. The subject is a newborn, downy yellow chick, its feathers so fine they seem to catch the light and vibrate with life. It stands atop a rustic wooden surface, the weathered, dark brown wood revealing deep grain patterns, cracks, and a matte, unfinished texture. The wood is dotted with a variety of seeds—tiny, light-colored millet and larger, striped sunflower seeds. The chick curiously pecks at the seeds; with a jerky, curious motion, it raises its head, its bright, beady black eyes fixed on a single grain of rice. Then, swiftly and deliberately, it lowers its head, its tiny, pale orange beak precisely flapping and picking up a seed. The entire scene is bathed in soft, warm, directional light from a single source, casting gentle shadows that accentuate the chick's rounded form and the wood's rugged texture. The shallow depth of field renders the background into a soft, blurred bokeh of warm tones, creating an atmosphere of tranquility and tenderness, focusing entirely on the simple, instinctive movements of the chicks.", + "seed": 20160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_2629_seed_20160_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.32759714089334013, + "vlm_logprob": -0.32759714089334013, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.32759714089334013, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18158301711082458 + ], + "opposite_logprob_tokens": [ + -1.806583046913147 + ], + "logprob_reward": -0.18158301711082458, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18158301711082458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05498409643769264, + 0.05325668677687645, + 0.025051061064004898, + 0.012493754737079144, + 0.023978006094694138, + 0.024085983633995056, + 0.06711500883102417, + 0.6456653475761414, + 0.06733422726392746, + 0.026035791262984276 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.18158301711082458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643263787031174 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.007643263787031174, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643263787031174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0584404319524765, + 0.06749574095010757, + 0.03897297754883766, + 0.04444712772965431, + 0.030133258551359177, + 0.07958699762821198, + 0.031474519520998, + 0.5093910694122314, + 0.11543341726064682, + 0.024624519050121307 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.007643263787031174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1068219393491745, + 0.0573517382144928, + 0.03558569774031639, + 0.061875902116298676, + 0.1088082492351532, + 0.028176678344607353, + 0.1471303552389145, + 0.343377023935318, + 0.05333699658513069, + 0.05753542482852936 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.026354091241955757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607927680015564 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607927680015564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607927680015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16398119926452637, + 0.1109529435634613, + 0.0375107042491436, + 0.0506364144384861, + 0.1094992533326149, + 0.07095780968666077, + 0.026430103927850723, + 0.34631484746932983, + 0.039346467703580856, + 0.044370219111442566 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.01607927680015564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063260555267334 + ], + "opposite_logprob_tokens": [ + -0.281326025724411 + ], + "logprob_reward": -1.4063260555267334, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063260555267334, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09728624671697617, + 0.052554901689291, + 0.06917472928762436, + 0.06158020347356796, + 0.061211973428726196, + 0.036570772528648376, + 0.09370096772909164, + 0.2936936914920807, + 0.0875256285071373, + 0.1467008739709854 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -1.4063260555267334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "detailed macro lens, held at eye level with the subject, maintains perfect stillness, creating an intimate and focused image. The subject is a newborn, downy yellow chick, its feathers so fine they seem to catch the light and vibrate with life. It stands atop a rustic wooden surface, the weathered, dark brown wood revealing deep grain patterns, cracks, and a matte, unfinished texture. The wood is dotted with a variety of seeds—tiny, light-colored millet and larger, striped sunflower seeds. The chick curiously pecks at the seeds; with a jerky, curious motion, it raises its head, its bright, beady black eyes fixed on a single grain of rice. Then, swiftly and deliberately, it lowers its head, its tiny, pale orange beak precisely flapping and picking up a seed. The entire scene is bathed in soft, warm, directional light from a single source, casting gentle shadows that accentuate the chick's rounded form and the wood's rugged texture. The shallow depth of field renders the background into a soft, blurred bokeh of warm tones, creating an atmosphere of tranquility and tenderness, focusing entirely on the simple, instinctive movements of the chicks.", + "seed": 20161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_14/index_2629_seed_20161_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2369254158809781, + "vlm_logprob": -0.2369254158809781, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.2369254158809781, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22723454236984253 + ], + "opposite_logprob_tokens": [ + -1.6022346019744873 + ], + "logprob_reward": -0.22723454236984253, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22723454236984253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17288491129875183, + 0.03705911710858345, + 0.07847688347101212, + 0.035027336329221725, + 0.039278630167245865, + 0.024212678894400597, + 0.27995896339416504, + 0.027781326323747635, + 0.2776227593421936, + 0.027697430923581123 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.22723454236984253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214927330613136 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014214927330613136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214927330613136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14922915399074554, + 0.3037783205509186, + 0.10567637532949448, + 0.053769513964653015, + 0.03715066984295845, + 0.051538802683353424, + 0.11017730087041855, + 0.02899186871945858, + 0.10836909711360931, + 0.05131886899471283 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.014214927330613136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371273726224899 + ], + "opposite_logprob_tokens": [ + -3.40871262550354 + ], + "logprob_reward": -0.03371273726224899, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371273726224899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11337964236736298, + 0.08593191206455231, + 0.08459077775478363, + 0.07482178509235382, + 0.13791872560977936, + 0.06346581131219864, + 0.048983339220285416, + 0.08812468498945236, + 0.06811311841011047, + 0.23467020690441132 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.03371273726224899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083937250077724 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011083937250077724, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083937250077724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21491527557373047, + 0.14920449256896973, + 0.14806048572063446, + 0.03226110339164734, + 0.013969301246106625, + 0.07874107360839844, + 0.0979050025343895, + 0.08169110119342804, + 0.12329869717359543, + 0.05995352193713188 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011083937250077724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a newborn, downy yellow chick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick standing on a rustic, dark brown wooden surface with visible grain and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick perform the action of pecking at seeds and raising its head to look at a grain of rice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, directional light from a single source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level with the subject and remains perfectly still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983809351921082 + ], + "opposite_logprob_tokens": [ + -0.5233809351921082 + ], + "logprob_reward": -0.8983809351921082, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983809351921082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1523166447877884, + 0.048059023916721344, + 0.15789689123630524, + 0.06355426460504532, + 0.04963129013776779, + 0.14971354603767395, + 0.11526589095592499, + 0.08044847100973129, + 0.13654305040836334, + 0.04657095670700073 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.8983809351921082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_tensor([1687, 1687])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_tensor([1687, 1687])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d35d2bfbbee8978a4d9a3102112817a9bd274797 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_tensor([1687, 1687])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, majestic 360-degree aerial orbit begins, building to a breathtaking wide shot of the iconic French Renaissance Chateau de Chambord, pristine and majestic against a vast, perfectly clear blue sky. In a deeply satisfying, physically animated sequence, a hypnotic and seamless deconstruction begins. The process gracefully begins with a distinctive corner tower, as the creamy, gray-brown limestone walls begin to unravel, unfurling like a scroll. The building gracefully unravels, not collapsing, but rather transforming into long, flowing stone ribbons that retain the faint textured patterns of the original masonry. This mesmerizing effect fluidly spreads throughout the structure; the massive bastions, the imposing facades, and the ornate forest of chimneys and domes on the rooftops all begin to unfold in a synchronized, balletic movement. As the camera continues its steady, circular path, it captures how these architectural ribbons drift and curl through the air with a surreal, weighty grace, their movements governed by the uncanny physics of fluidity. The scene is lit by bright, direct sunlight, casting sharp, clean shadows that contrast the beige stone and dark slate roof against the azure background, creating an elegant, impossible atmosphere.", + "seed": 8094, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_1687_seed_8094_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09348837845027447, + "vlm_logprob": -0.09348837845027447, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09348837845027447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09061525017023087 + ], + "opposite_logprob_tokens": [ + -2.4656152725219727 + ], + "logprob_reward": -0.09061525017023087, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09061525017023087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24723289906978607, + 0.09285040944814682, + 0.04374612867832184, + 0.06686676293611526, + 0.06008253991603851, + 0.03899258002638817, + 0.06773554533720016, + 0.08077525347471237, + 0.08661022037267685, + 0.21510757505893707 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.09061525017023087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038149625062942505 + ], + "opposite_logprob_tokens": [ + -3.28814959526062 + ], + "logprob_reward": -0.038149625062942505, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038149625062942505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2476586252450943, + 0.16853131353855133, + 0.05814727768301964, + 0.07537931203842163, + 0.041284654289484024, + 0.017941711470484734, + 0.10605543851852417, + 0.13749198615550995, + 0.05073193088173866, + 0.09677774459123611 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.038149625062942505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134094476699829 + ], + "opposite_logprob_tokens": [ + -1.313409447669983 + ], + "logprob_reward": -0.3134094476699829, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134094476699829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09954316914081573, + 0.06216825172305107, + 0.05218709632754326, + 0.17474906146526337, + 0.03348230570554733, + 0.05788462981581688, + 0.21061134338378906, + 0.06979379802942276, + 0.10682882368564606, + 0.13275158405303955 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.3134094476699829 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13665056228637695, + 0.07980980724096298, + 0.22688545286655426, + 0.054265741258859634, + 0.035234492272138596, + 0.044947944581508636, + 0.039929281920194626, + 0.09626104682683945, + 0.24718980491161346, + 0.03882584720849991 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.014194007031619549 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16688160598278046, + 0.040695033967494965, + 0.04624437913298607, + 0.04472159221768379, + 0.02649044804275036, + 0.024433309212327003, + 0.06874112784862518, + 0.0332634411752224, + 0.42829617857933044, + 0.12023281306028366 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.011073562316596508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic 360-degree aerial orbit begins, building to a breathtaking wide shot of the iconic French Renaissance Chateau de Chambord, pristine and majestic against a vast, perfectly clear blue sky. In a deeply satisfying, physically animated sequence, a hypnotic and seamless deconstruction begins. The process gracefully begins with a distinctive corner tower, as the creamy, gray-brown limestone walls begin to unravel, unfurling like a scroll. The building gracefully unravels, not collapsing, but rather transforming into long, flowing stone ribbons that retain the faint textured patterns of the original masonry. This mesmerizing effect fluidly spreads throughout the structure; the massive bastions, the imposing facades, and the ornate forest of chimneys and domes on the rooftops all begin to unfold in a synchronized, balletic movement. As the camera continues its steady, circular path, it captures how these architectural ribbons drift and curl through the air with a surreal, weighty grace, their movements governed by the uncanny physics of fluidity. The scene is lit by bright, direct sunlight, casting sharp, clean shadows that contrast the beige stone and dark slate roof against the azure background, creating an elegant, impossible atmosphere.", + "seed": 8095, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_1687_seed_8095_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04525384809821844, + "vlm_logprob": -0.04525384809821844, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04525384809821844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06330489367246628 + ], + "opposite_logprob_tokens": [ + -2.813304901123047 + ], + "logprob_reward": -0.06330489367246628, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06330489367246628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23107153177261353, + 0.06520433723926544, + 0.09302304685115814, + 0.049135927110910416, + 0.13986679911613464, + 0.1640113890171051, + 0.05040484666824341, + 0.05434650182723999, + 0.06711258739233017, + 0.08582303673028946 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.06330489367246628 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332243137061596 + ], + "opposite_logprob_tokens": [ + -3.773322343826294 + ], + "logprob_reward": -0.02332243137061596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332243137061596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21723097562789917, + 0.03462781384587288, + 0.1069197952747345, + 0.11082851886749268, + 0.033760011196136475, + 0.16849610209465027, + 0.07059335708618164, + 0.0791555643081665, + 0.04136120527982712, + 0.13702665269374847 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02332243137061596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291126161813736 + ], + "opposite_logprob_tokens": [ + -2.2379112243652344 + ], + "logprob_reward": -0.11291126161813736, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291126161813736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14530999958515167, + 0.15349343419075012, + 0.035727743059396744, + 0.13641847670078278, + 0.048097945749759674, + 0.31801578402519226, + 0.04175889864563942, + 0.05933144688606262, + 0.030164577066898346, + 0.03168173506855965 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.11291126161813736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195182360708714 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195182360708714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195182360708714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15221992135047913, + 0.10980488359928131, + 0.05804652348160744, + 0.1034403145313263, + 0.23759141564369202, + 0.08323250710964203, + 0.07030540704727173, + 0.06712105870246887, + 0.044952571392059326, + 0.073285311460495 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.014195182360708714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14863266050815582, + 0.0668739378452301, + 0.09361004829406738, + 0.08931820094585419, + 0.1273709386587143, + 0.1138676255941391, + 0.13817870616912842, + 0.14713811874389648, + 0.027553429827094078, + 0.04745633155107498 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012535471469163895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic 360-degree aerial orbit begins, building to a breathtaking wide shot of the iconic French Renaissance Chateau de Chambord, pristine and majestic against a vast, perfectly clear blue sky. In a deeply satisfying, physically animated sequence, a hypnotic and seamless deconstruction begins. The process gracefully begins with a distinctive corner tower, as the creamy, gray-brown limestone walls begin to unravel, unfurling like a scroll. The building gracefully unravels, not collapsing, but rather transforming into long, flowing stone ribbons that retain the faint textured patterns of the original masonry. This mesmerizing effect fluidly spreads throughout the structure; the massive bastions, the imposing facades, and the ornate forest of chimneys and domes on the rooftops all begin to unfold in a synchronized, balletic movement. As the camera continues its steady, circular path, it captures how these architectural ribbons drift and curl through the air with a surreal, weighty grace, their movements governed by the uncanny physics of fluidity. The scene is lit by bright, direct sunlight, casting sharp, clean shadows that contrast the beige stone and dark slate roof against the azure background, creating an elegant, impossible atmosphere.", + "seed": 8096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_1687_seed_8096_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13291702065616845, + "vlm_logprob": -0.13291702065616845, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.13291702065616845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12822362780570984 + ], + "opposite_logprob_tokens": [ + -2.1282236576080322 + ], + "logprob_reward": -0.12822362780570984, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12822362780570984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12646056711673737, + 0.06572891026735306, + 0.034901656210422516, + 0.025463014841079712, + 0.11700145155191422, + 0.029123954474925995, + 0.1737046241760254, + 0.03610827028751373, + 0.018943222239613533, + 0.37256431579589844 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.12822362780570984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375919580459595 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026375919580459595, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375919580459595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04149797931313515, + 0.0501672588288784, + 0.04863665997982025, + 0.019860833883285522, + 0.030671963468194008, + 0.017669858410954475, + 0.5019516348838806, + 0.01901817135512829, + 0.021207960322499275, + 0.24931775033473969 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.026375919580459595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742424488067627 + ], + "opposite_logprob_tokens": [ + -0.9742424488067627 + ], + "logprob_reward": -0.4742424488067627, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742424488067627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0555306077003479, + 0.029400842264294624, + 0.09892073273658752, + 0.07317615300416946, + 0.1190023347735405, + 0.06027102470397949, + 0.3062001168727875, + 0.07174773514270782, + 0.09716908633708954, + 0.08858136087656021 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.4742424488067627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798321425914764 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798321425914764, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798321425914764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05555713176727295, + 0.04691517353057861, + 0.030892347916960716, + 0.06677097827196121, + 0.15043465793132782, + 0.02764913998544216, + 0.18703873455524445, + 0.25014734268188477, + 0.021012771874666214, + 0.1635817140340805 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.029798321425914764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944785661995411 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944785661995411, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944785661995411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07786029577255249, + 0.03499706834554672, + 0.06513103097677231, + 0.05275440216064453, + 0.06487434357404709, + 0.039897553622722626, + 0.4354286789894104, + 0.1359000951051712, + 0.02575191855430603, + 0.06740463525056839 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.005944785661995411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic 360-degree aerial orbit begins, building to a breathtaking wide shot of the iconic French Renaissance Chateau de Chambord, pristine and majestic against a vast, perfectly clear blue sky. In a deeply satisfying, physically animated sequence, a hypnotic and seamless deconstruction begins. The process gracefully begins with a distinctive corner tower, as the creamy, gray-brown limestone walls begin to unravel, unfurling like a scroll. The building gracefully unravels, not collapsing, but rather transforming into long, flowing stone ribbons that retain the faint textured patterns of the original masonry. This mesmerizing effect fluidly spreads throughout the structure; the massive bastions, the imposing facades, and the ornate forest of chimneys and domes on the rooftops all begin to unfold in a synchronized, balletic movement. As the camera continues its steady, circular path, it captures how these architectural ribbons drift and curl through the air with a surreal, weighty grace, their movements governed by the uncanny physics of fluidity. The scene is lit by bright, direct sunlight, casting sharp, clean shadows that contrast the beige stone and dark slate roof against the azure background, creating an elegant, impossible atmosphere.", + "seed": 8097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_15/index_1687_seed_8097_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10238272324204445, + "vlm_logprob": -0.10238272324204445, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.10238272324204445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11447839438915253 + ], + "opposite_logprob_tokens": [ + -2.239478349685669 + ], + "logprob_reward": -0.11447839438915253, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11447839438915253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22659726440906525, + 0.08358980715274811, + 0.047182533890008926, + 0.10303457081317902, + 0.05625048652291298, + 0.03762293606996536, + 0.17366866767406464, + 0.08953793346881866, + 0.04499524459242821, + 0.13752056658267975 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.11447839438915253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907108753919601 + ], + "opposite_logprob_tokens": [ + -2.464071035385132 + ], + "logprob_reward": -0.08907108753919601, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907108753919601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07026290148496628, + 0.05551576986908913, + 0.046817753463983536, + 0.23499548435211182, + 0.11137434095144272, + 0.04626805707812309, + 0.14290346205234528, + 0.15555402636528015, + 0.049486227333545685, + 0.08682197332382202 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.08907108753919601 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206655263900757 + ], + "opposite_logprob_tokens": [ + -1.5020666122436523 + ], + "logprob_reward": -0.25206655263900757, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206655263900757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11572450399398804, + 0.07771570980548859, + 0.06551523506641388, + 0.04012981429696083, + 0.17575116455554962, + 0.11715646833181381, + 0.22689081728458405, + 0.07187594473361969, + 0.0351417250931263, + 0.0740986242890358 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.25206655263900757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109809160232544 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.038109809160232544, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109809160232544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24379192292690277, + 0.10941635817289352, + 0.03725269436836243, + 0.06522150337696075, + 0.042758941650390625, + 0.013348721899092197, + 0.23193487524986267, + 0.11934302747249603, + 0.057021014392375946, + 0.07991089671850204 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.038109809160232544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Chateau de Chambord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the building deconstruct into long, flowing stone ribbons that retain masonry textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera performing a slow, 360-degree aerial orbit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, perfectly clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, clean shadows cast by bright, direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818777248263359 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.01818777248263359, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818777248263359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32508713006973267, + 0.04907254874706268, + 0.023571280762553215, + 0.027313077822327614, + 0.05655977502465248, + 0.042571716010570526, + 0.2156490683555603, + 0.14995981752872467, + 0.030237406492233276, + 0.07997818291187286 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.01818777248263359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_tensor([6532, 6532])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_tensor([6532, 6532])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..946b498031e1a5b0e96b39e40e9be684cd5fd0c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_tensor([6532, 6532])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a stripped-down Deep Mud Racer as it violently hurtles through a viscous swamp. The vehicle's exposed, welded tube frame is coated in a thick layer of wet dirt, its powerful engine block and tangled electrical wiring partially visible. Half-submerged in opaque brown water, its massive, knobby rear tires spin at breakneck speed, decisively churning up the swamp and sending dramatic spiraling eddies of mud and water into the air behind them. The entire chaotic moment is captured in an intense action-style cinematography, shot in stark, high-contrast black and white, freezing every drop of liquid and mud in the air with crystalline precision against a desolate, empty backdrop. The lighting creates sharp, shimmering highlights on the spraying water and the wet metal frame, while casting deep, shattered blacks deep into the swamp's depths, generating a raw, visceral, and intensely dynamic atmosphere.", + "seed": 7099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_6532_seed_7099_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0493261035066098, + "vlm_logprob": -0.0493261035066098, + "vlm_yes_no_margin": 3.825000023841858, + "vlm_token_credit": -0.0493261035066098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1556471735239029 + ], + "opposite_logprob_tokens": [ + -2.0306472778320312 + ], + "logprob_reward": -0.1556471735239029, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1556471735239029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2238791137933731, + 0.10805831849575043, + 0.04436694458127022, + 0.2190888375043869, + 0.09295742958784103, + 0.04739197716116905, + 0.038505107164382935, + 0.1174149215221405, + 0.04935548081994057, + 0.058981895446777344 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.1556471735239029 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307561740279198 + ], + "opposite_logprob_tokens": [ + -3.1680755615234375 + ], + "logprob_reward": -0.04307561740279198, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307561740279198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17572355270385742, + 0.07476696372032166, + 0.05145178735256195, + 0.12549453973770142, + 0.11691123992204666, + 0.05581572651863098, + 0.06728892773389816, + 0.15886563062667847, + 0.05339106172323227, + 0.12029057741165161 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04307561740279198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289354518055916 + ], + "opposite_logprob_tokens": [ + -3.773289442062378 + ], + "logprob_reward": -0.023289354518055916, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289354518055916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1133878156542778, + 0.09270256012678146, + 0.08794981241226196, + 0.0898057073354721, + 0.0425393171608448, + 0.11962339282035828, + 0.04648691788315773, + 0.08178829401731491, + 0.028675738722085953, + 0.2970404624938965 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.023289354518055916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013398488517850637 + ], + "opposite_logprob_tokens": [ + -6.626339912414551 + ], + "logprob_reward": -0.0013398488517850637, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013398488517850637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09473817050457001, + 0.10915890336036682, + 0.049512166529893875, + 0.1409694254398346, + 0.08443743735551834, + 0.04364469647407532, + 0.09755931794643402, + 0.14355064928531647, + 0.057825278490781784, + 0.1786039173603058 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.0013398488517850637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278523236513138 + ], + "opposite_logprob_tokens": [ + -3.7732784748077393 + ], + "logprob_reward": -0.023278523236513138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278523236513138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08264419436454773, + 0.11013921350240707, + 0.05783254653215408, + 0.11562835425138474, + 0.06475777924060822, + 0.05482569709420204, + 0.11363939940929413, + 0.23866796493530273, + 0.09039174020290375, + 0.071473129093647 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.023278523236513138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a stripped-down Deep Mud Racer as it violently hurtles through a viscous swamp. The vehicle's exposed, welded tube frame is coated in a thick layer of wet dirt, its powerful engine block and tangled electrical wiring partially visible. Half-submerged in opaque brown water, its massive, knobby rear tires spin at breakneck speed, decisively churning up the swamp and sending dramatic spiraling eddies of mud and water into the air behind them. The entire chaotic moment is captured in an intense action-style cinematography, shot in stark, high-contrast black and white, freezing every drop of liquid and mud in the air with crystalline precision against a desolate, empty backdrop. The lighting creates sharp, shimmering highlights on the spraying water and the wet metal frame, while casting deep, shattered blacks deep into the swamp's depths, generating a raw, visceral, and intensely dynamic atmosphere.", + "seed": 7100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_6532_seed_7100_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022132699156645685, + "vlm_logprob": -0.022132699156645685, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.022132699156645685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04265213757753372 + ], + "opposite_logprob_tokens": [ + -3.292652130126953 + ], + "logprob_reward": -0.04265213757753372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04265213757753372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2329728603363037, + 0.0872848629951477, + 0.0637298971414566, + 0.13721516728401184, + 0.20471878349781036, + 0.08172807842493057, + 0.06601995974779129, + 0.030972883105278015, + 0.021415209397673607, + 0.07394226640462875 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.04265213757753372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307424649596214 + ], + "opposite_logprob_tokens": [ + -3.168074131011963 + ], + "logprob_reward": -0.04307424649596214, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307424649596214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515685558319092, + 0.044165801256895065, + 0.04171215370297432, + 0.0542927123606205, + 0.3368051052093506, + 0.0490109920501709, + 0.04437492415308952, + 0.01780427247285843, + 0.029333189129829407, + 0.1309322565793991 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04307424649596214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5262369513511658, + 0.11854302138090134, + 0.04523012414574623, + 0.030951159074902534, + 0.035953886806964874, + 0.01701662875711918, + 0.04468272998929024, + 0.03388114273548126, + 0.08313009142875671, + 0.06437429785728455 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008138681878335774 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008138681878335774, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008138681878335774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2168782353401184, + 0.017564842477440834, + 0.009285052306950092, + 0.022511210292577744, + 0.6001697778701782, + 0.03463299572467804, + 0.04195024073123932, + 0.016458354890346527, + 0.010902267880737782, + 0.029646998271346092 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0008138681878335774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181744284927845 + ], + "opposite_logprob_tokens": [ + -4.018174648284912 + ], + "logprob_reward": -0.0181744284927845, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181744284927845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11514829844236374, + 0.0321107916533947, + 0.024693481624126434, + 0.04510832577943802, + 0.5282721519470215, + 0.051394350826740265, + 0.07271836698055267, + 0.02821354568004608, + 0.05295616388320923, + 0.049384575337171555 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0181744284927845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a stripped-down Deep Mud Racer as it violently hurtles through a viscous swamp. The vehicle's exposed, welded tube frame is coated in a thick layer of wet dirt, its powerful engine block and tangled electrical wiring partially visible. Half-submerged in opaque brown water, its massive, knobby rear tires spin at breakneck speed, decisively churning up the swamp and sending dramatic spiraling eddies of mud and water into the air behind them. The entire chaotic moment is captured in an intense action-style cinematography, shot in stark, high-contrast black and white, freezing every drop of liquid and mud in the air with crystalline precision against a desolate, empty backdrop. The lighting creates sharp, shimmering highlights on the spraying water and the wet metal frame, while casting deep, shattered blacks deep into the swamp's depths, generating a raw, visceral, and intensely dynamic atmosphere.", + "seed": 7101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_6532_seed_7101_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01843820676440373, + "vlm_logprob": -0.01843820676440373, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.01843820676440373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026488419622182846 + ], + "opposite_logprob_tokens": [ + -3.9014883041381836 + ], + "logprob_reward": -0.026488419622182846, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.026488419622182846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13774123787879944, + 0.09581845998764038, + 0.13117080926895142, + 0.20367224514484406, + 0.10646358877420425, + 0.026118161156773567, + 0.043132178485393524, + 0.16794058680534363, + 0.023844389244914055, + 0.06409835070371628 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.026488419622182846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307413473725319 + ], + "opposite_logprob_tokens": [ + -3.168074131011963 + ], + "logprob_reward": -0.04307413473725319, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307413473725319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06507450342178345, + 0.16851267218589783, + 0.058153364807367325, + 0.15384230017662048, + 0.059435684233903885, + 0.023299673572182655, + 0.09646429121494293, + 0.2416507750749588, + 0.05769864469766617, + 0.07586812227964401 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.04307413473725319 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013387774815782905 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013387774815782905, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013387774815782905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3681488633155823, + 0.1384829580783844, + 0.04238276183605194, + 0.1373862773180008, + 0.031269706785678864, + 0.062012139707803726, + 0.024086065590381622, + 0.1002504974603653, + 0.015471086837351322, + 0.08050961047410965 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0013387774815782905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007202415145002306 + ], + "opposite_logprob_tokens": [ + -7.250720024108887 + ], + "logprob_reward": -0.0007202415145002306, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007202415145002306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1374279409646988, + 0.2778521776199341, + 0.04728817939758301, + 0.12643314898014069, + 0.04689992591738701, + 0.08474667370319366, + 0.03589759021997452, + 0.08120495080947876, + 0.025815917178988457, + 0.1364334672689438 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0007202415145002306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569460466504097 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.020569460466504097, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569460466504097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4213617146015167, + 0.08201371878385544, + 0.03832722827792168, + 0.0858149379491806, + 0.08393656462430954, + 0.12307634949684143, + 0.05925591289997101, + 0.04596541076898575, + 0.02211887016892433, + 0.0381292887032032 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.020569460466504097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a stripped-down Deep Mud Racer as it violently hurtles through a viscous swamp. The vehicle's exposed, welded tube frame is coated in a thick layer of wet dirt, its powerful engine block and tangled electrical wiring partially visible. Half-submerged in opaque brown water, its massive, knobby rear tires spin at breakneck speed, decisively churning up the swamp and sending dramatic spiraling eddies of mud and water into the air behind them. The entire chaotic moment is captured in an intense action-style cinematography, shot in stark, high-contrast black and white, freezing every drop of liquid and mud in the air with crystalline precision against a desolate, empty backdrop. The lighting creates sharp, shimmering highlights on the spraying water and the wet metal frame, while casting deep, shattered blacks deep into the swamp's depths, generating a raw, visceral, and intensely dynamic atmosphere.", + "seed": 7102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_2/index_6532_seed_7102_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02322349469177425, + "vlm_logprob": -0.02322349469177425, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.02322349469177425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04326583072543144 + ], + "opposite_logprob_tokens": [ + -3.2932658195495605 + ], + "logprob_reward": -0.04326583072543144, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04326583072543144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10642021894454956, + 0.11778789013624191, + 0.07096852362155914, + 0.027612976729869843, + 0.16527295112609863, + 0.13473325967788696, + 0.06796886026859283, + 0.03017767146229744, + 0.0742994174361229, + 0.20475827157497406 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.04326583072543144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075159192085266 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.043075159192085266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075159192085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3120703101158142, + 0.10520543158054352, + 0.1314401477575302, + 0.01847163215279579, + 0.06321970373392105, + 0.019581221044063568, + 0.03692900389432907, + 0.15542514622211456, + 0.06499668955802917, + 0.09266065806150436 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.043075159192085266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641231805086136 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641231805086136, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641231805086136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8698614835739136, + 0.014130927622318268, + 0.022274134680628777, + 0.009868195280432701, + 0.032106492668390274, + 0.008201963268220425, + 0.005510775372385979, + 0.008306426927447319, + 0.012434571981430054, + 0.017305046319961548 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008641231805086136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005631053354591131 + ], + "opposite_logprob_tokens": [ + -7.500563144683838 + ], + "logprob_reward": -0.0005631053354591131, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005631053354591131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5180742740631104, + 0.07438449561595917, + 0.05544585734605789, + 0.05727574601769447, + 0.046228330582380295, + 0.028963787481188774, + 0.01770133338868618, + 0.0646490678191185, + 0.04880300909280777, + 0.08847413212060928 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0005631053354591131 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stripped-down Deep Mud Racer vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle moving violently through a viscous swamp environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in stark, high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive knobby rear tires spinning at high speed and churning mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle low and tracking the vehicle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572146400809288 + ], + "opposite_logprob_tokens": [ + -3.8955721855163574 + ], + "logprob_reward": -0.020572146400809288, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572146400809288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47886133193969727, + 0.0886983573436737, + 0.0498674139380455, + 0.03056008368730545, + 0.06113971769809723, + 0.09281390905380249, + 0.03990525007247925, + 0.050808150321245193, + 0.04093297943472862, + 0.06641281396150589 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.020572146400809288 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_tensor([7966, 7966])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_tensor([7966, 7966])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..797b97aeb5106a28086517738110c0b39452e17f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_tensor([7966, 7966])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot with a distinct retro news quality begins from a unique perspective, the camera slowly and steadily moving forward to focus on a white porcelain wine cup held steady. The cup, with its smooth, glazed surface, is filled with clear, transparent Luzhou Laojiao liquor. The liquid sways gently under the dim, soft light, reflecting a shimmering luster. As the camera pans in, the cup's curved surface reveals a dramatic reflection of a middle-aged man. He sits opposite, his eyes narrowed in intense anticipation, his eyebrows raised, his mouth wide open in a longing O-shape, his cheeks flushed with excitement. His expression is one of utter intoxication and dramatic yearning, as if he were to inhale the intangible, rich aroma of the liquor directly into his lungs. The entire image is adorned with a warm, slightly grainy vintage film-like hue. Light cast from the side and above casts soft shadows on the cup and the man's face, creating a nostalgic atmosphere imbued with the civic atmosphere and ritual.", + "seed": 39, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_7966_seed_39_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035216132178902626, + "vlm_logprob": -0.035216132178902626, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.035216132178902626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011117065325379372 + ], + "opposite_logprob_tokens": [ + -4.636116981506348 + ], + "logprob_reward": -0.011117065325379372, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011117065325379372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040848661214113235, + 0.061383917927742004, + 0.25152334570884705, + 0.0136586157605052, + 0.013411881402134895, + 0.0174952931702137, + 0.4742758274078369, + 0.031228216364979744, + 0.053489506244659424, + 0.042684681713581085 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.011117065325379372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308018460869789 + ], + "opposite_logprob_tokens": [ + -3.1680800914764404 + ], + "logprob_reward": -0.04308018460869789, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308018460869789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06400075554847717, + 0.12573617696762085, + 0.1615670919418335, + 0.016882088035345078, + 0.03010585904121399, + 0.028941640630364418, + 0.44618067145347595, + 0.03406472131609917, + 0.03721298649907112, + 0.05530794709920883 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.04308018460869789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001058757305145 + ], + "opposite_logprob_tokens": [ + -2.6950106620788574 + ], + "logprob_reward": -0.07001058757305145, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001058757305145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04289161041378975, + 0.0620102621614933, + 0.07525987923145294, + 0.017849572002887726, + 0.03362671285867691, + 0.014002664014697075, + 0.22895024716854095, + 0.16982759535312653, + 0.19902260601520538, + 0.15655885636806488 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.07001058757305145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033694181591272354 + ], + "opposite_logprob_tokens": [ + -3.408694267272949 + ], + "logprob_reward": -0.033694181591272354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033694181591272354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11559924483299255, + 0.040270283818244934, + 0.23691773414611816, + 0.016241615638136864, + 0.041126005351543427, + 0.043079935014247894, + 0.13996347784996033, + 0.16703921556472778, + 0.11709137260913849, + 0.0826711356639862 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.033694181591272354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817864179611206 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817864179611206, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817864179611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07430072873830795, + 0.049704086035490036, + 0.29733559489250183, + 0.074591726064682, + 0.03617203235626221, + 0.05908428132534027, + 0.15152713656425476, + 0.155443012714386, + 0.06372259557247162, + 0.03811878710985184 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.01817864179611206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a distinct retro news quality begins from a unique perspective, the camera slowly and steadily moving forward to focus on a white porcelain wine cup held steady. The cup, with its smooth, glazed surface, is filled with clear, transparent Luzhou Laojiao liquor. The liquid sways gently under the dim, soft light, reflecting a shimmering luster. As the camera pans in, the cup's curved surface reveals a dramatic reflection of a middle-aged man. He sits opposite, his eyes narrowed in intense anticipation, his eyebrows raised, his mouth wide open in a longing O-shape, his cheeks flushed with excitement. His expression is one of utter intoxication and dramatic yearning, as if he were to inhale the intangible, rich aroma of the liquor directly into his lungs. The entire image is adorned with a warm, slightly grainy vintage film-like hue. Light cast from the side and above casts soft shadows on the cup and the man's face, creating a nostalgic atmosphere imbued with the civic atmosphere and ritual.", + "seed": 40, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_7966_seed_40_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019685109425336123, + "vlm_logprob": -0.019685109425336123, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.019685109425336123, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006971321534365416 + ], + "opposite_logprob_tokens": [ + -5.25697135925293 + ], + "logprob_reward": -0.006971321534365416, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006971321534365416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15560321509838104, + 0.1271364837884903, + 0.07184172421693802, + 0.07004593312740326, + 0.0893484428524971, + 0.11140115559101105, + 0.05881696566939354, + 0.11793028563261032, + 0.08500397950410843, + 0.11287181824445724 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006971321534365416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979746226221323 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.00979746226221323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979746226221323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16161422431468964, + 0.2296784222126007, + 0.11378272622823715, + 0.04911602661013603, + 0.16660544276237488, + 0.03784928470849991, + 0.06123366206884384, + 0.08032481372356415, + 0.04259427636861801, + 0.0572010762989521 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.00979746226221323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190363697707653 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190363697707653, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190363697707653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0726693868637085, + 0.056066129356622696, + 0.039172444492578506, + 0.03693366050720215, + 0.06161237508058548, + 0.03961966931819916, + 0.03665747493505478, + 0.20932632684707642, + 0.2043294459581375, + 0.2436130940914154 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.014190363697707653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19458076357841492, + 0.06839381903409958, + 0.06068370118737221, + 0.064935103058815, + 0.08235374838113785, + 0.11171957105398178, + 0.08169471472501755, + 0.1533130407333374, + 0.08032657206058502, + 0.10199900716543198 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.012535235844552517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549311637878418 + ], + "opposite_logprob_tokens": [ + -2.929931163787842 + ], + "logprob_reward": -0.0549311637878418, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549311637878418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18466846644878387, + 0.09956467151641846, + 0.11119551211595535, + 0.05148175731301308, + 0.07391627877950668, + 0.04409300535917282, + 0.19881239533424377, + 0.05549698323011398, + 0.10130224376916885, + 0.07946868985891342 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0549311637878418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a distinct retro news quality begins from a unique perspective, the camera slowly and steadily moving forward to focus on a white porcelain wine cup held steady. The cup, with its smooth, glazed surface, is filled with clear, transparent Luzhou Laojiao liquor. The liquid sways gently under the dim, soft light, reflecting a shimmering luster. As the camera pans in, the cup's curved surface reveals a dramatic reflection of a middle-aged man. He sits opposite, his eyes narrowed in intense anticipation, his eyebrows raised, his mouth wide open in a longing O-shape, his cheeks flushed with excitement. His expression is one of utter intoxication and dramatic yearning, as if he were to inhale the intangible, rich aroma of the liquor directly into his lungs. The entire image is adorned with a warm, slightly grainy vintage film-like hue. Light cast from the side and above casts soft shadows on the cup and the man's face, creating a nostalgic atmosphere imbued with the civic atmosphere and ritual.", + "seed": 41, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_7966_seed_41_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05223329998552799, + "vlm_logprob": -0.05223329998552799, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05223329998552799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029157085344195366 + ], + "opposite_logprob_tokens": [ + -3.6541571617126465 + ], + "logprob_reward": -0.029157085344195366, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029157085344195366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16291533410549164, + 0.08467242121696472, + 0.13231900334358215, + 0.26923248171806335, + 0.06214528903365135, + 0.0524747408926487, + 0.047823987901210785, + 0.07576339691877365, + 0.046604134142398834, + 0.06604918837547302 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.029157085344195366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497652664780617 + ], + "opposite_logprob_tokens": [ + -2.929976463317871 + ], + "logprob_reward": -0.05497652664780617, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497652664780617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3006640374660492, + 0.0962635725736618, + 0.10657186806201935, + 0.2468520849943161, + 0.03700606897473335, + 0.0344693623483181, + 0.06769051402807236, + 0.03613688796758652, + 0.03781117498874664, + 0.03653445839881897 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05497652664780617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064144670963287 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064144670963287, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064144670963287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10258114337921143, + 0.09158926457166672, + 0.07253570109605789, + 0.23610429465770721, + 0.052501432597637177, + 0.09288427978754044, + 0.07446756213903427, + 0.06442272663116455, + 0.037421662360429764, + 0.17549194395542145 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.016064144670963287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15269042551517487, + 0.12125030905008316, + 0.18412859737873077, + 0.15169987082481384, + 0.06101717799901962, + 0.0923941507935524, + 0.07627642899751663, + 0.05391354858875275, + 0.039912085980176926, + 0.06671736389398575 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278319478034973 + ], + "opposite_logprob_tokens": [ + -2.0177831649780273 + ], + "logprob_reward": -0.14278319478034973, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278319478034973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15279461443424225, + 0.11501746624708176, + 0.05784573033452034, + 0.332072913646698, + 0.02747751958668232, + 0.06158483773469925, + 0.04147627577185631, + 0.11419753730297089, + 0.06888449937105179, + 0.028648680076003075 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.14278319478034973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a distinct retro news quality begins from a unique perspective, the camera slowly and steadily moving forward to focus on a white porcelain wine cup held steady. The cup, with its smooth, glazed surface, is filled with clear, transparent Luzhou Laojiao liquor. The liquid sways gently under the dim, soft light, reflecting a shimmering luster. As the camera pans in, the cup's curved surface reveals a dramatic reflection of a middle-aged man. He sits opposite, his eyes narrowed in intense anticipation, his eyebrows raised, his mouth wide open in a longing O-shape, his cheeks flushed with excitement. His expression is one of utter intoxication and dramatic yearning, as if he were to inhale the intangible, rich aroma of the liquor directly into his lungs. The entire image is adorned with a warm, slightly grainy vintage film-like hue. Light cast from the side and above casts soft shadows on the cup and the man's face, creating a nostalgic atmosphere imbued with the civic atmosphere and ritual.", + "seed": 42, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_3/index_7966_seed_42_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039461541548371316, + "vlm_logprob": -0.039461541548371316, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.039461541548371316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017814630642533302 + ], + "opposite_logprob_tokens": [ + -4.267814636230469 + ], + "logprob_reward": -0.017814630642533302, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017814630642533302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19439850747585297, + 0.1031564250588417, + 0.06900685280561447, + 0.036436423659324646, + 0.1556045562028885, + 0.1822812706232071, + 0.038050513714551926, + 0.07238007336854935, + 0.07261088490486145, + 0.07607445865869522 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.017814630642533302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006572186946869 + ], + "opposite_logprob_tokens": [ + -2.69506573677063 + ], + "logprob_reward": -0.07006572186946869, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006572186946869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21656839549541473, + 0.11436071991920471, + 0.12847422063350677, + 0.053977951407432556, + 0.3024764358997345, + 0.049642059952020645, + 0.016340237110853195, + 0.02959546633064747, + 0.06603093445301056, + 0.022533582523465157 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07006572186946869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301467299461365 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301467299461365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301467299461365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1866828352212906, + 0.013200448825955391, + 0.08222504705190659, + 0.01728089340031147, + 0.18640320003032684, + 0.08136433362960815, + 0.0414910651743412, + 0.07217641919851303, + 0.2128552347421646, + 0.1063205897808075 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.023301467299461365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043074820190668106 + ], + "opposite_logprob_tokens": [ + -3.1680748462677 + ], + "logprob_reward": -0.043074820190668106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043074820190668106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1153610572218895, + 0.04526416212320328, + 0.10181495547294617, + 0.04665443301200867, + 0.16164661943912506, + 0.16689224541187286, + 0.044449493288993835, + 0.06246737018227577, + 0.20363189280033112, + 0.051817771047353745 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.043074820190668106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a close-up with a distinct retro news quality and a warm, slightly grainy vintage film-like hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain wine cup with a smooth, glazed surface visible, filled with clear, transparent Luzhou Laojiao liquor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man visible sitting opposite the cup, with narrowed eyes, raised eyebrows, and a mouth wide open in a longing O-shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid in the cup sway gently, and does the cup's curved surface reveal a dramatic reflection of the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and steadily move forward (dolly in) while side and above lighting casts soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305106773972511 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305106773972511, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305106773972511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2724531888961792, + 0.04246256500482559, + 0.06853707879781723, + 0.07288916409015656, + 0.14984019100666046, + 0.15388223528862, + 0.07797952741384506, + 0.04175744950771332, + 0.0792926549911499, + 0.04090603068470955 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04305106773972511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_tensor([5143, 5143])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_tensor([5143, 5143])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..67af6a0c8b57c46be480e8e393e994f7fde18ccc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_tensor([5143, 5143])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic macro shot slowly sweeps across a dark, matte black ceramic plate, upon which thin slices of pearlescent octopus sashimi are gracefully fanned out in a fan-shaped pattern. The entire scene is rendered in a dramatic, deep blue and black painterly style, characterized by deep, inky shadows and stark, wet highlights, lending the food a sculptural, black-and-white quality. Each slice is translucent white, edged with delicate purple, its shimmering surface revealing a subtly ridged texture. As a viscous, dark soy sauce is introduced from off-screen, it slowly seeps onto the plate, its inky black color creating a striking contrast. At the precise boundary where the liquid meets the translucent flesh, a subtle and mesmerizing cavitation begins: a series of shimmering microbubbles rapidly form and collapse, each tiny sphere catching a dazzling light like a fleeting gem before disappearing into deep, painterly shadows, creating an intense and beautiful aura of delicate chemical reactions.", + "seed": 19752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_5143_seed_19752_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017870749719440936, + "vlm_logprob": -0.017870749719440936, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.017870749719440936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03927110880613327 + ], + "opposite_logprob_tokens": [ + -3.289271116256714 + ], + "logprob_reward": -0.03927110880613327, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03927110880613327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1421496570110321, + 0.07897088676691055, + 0.05761612206697464, + 0.06133173778653145, + 0.06139591336250305, + 0.29361459612846375, + 0.04049075394868851, + 0.11141480505466461, + 0.031177520751953125, + 0.12183799594640732 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.03927110880613327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259368102997541 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259368102997541, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259368102997541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11452355980873108, + 0.09106824547052383, + 0.03963831067085266, + 0.08463934808969498, + 0.17540355026721954, + 0.17229199409484863, + 0.04124342277646065, + 0.04200081154704094, + 0.04687539488077164, + 0.19231534004211426 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.005259368102997541 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024926564656198025 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024926564656198025, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024926564656198025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10622813552618027, + 0.10506080836057663, + 0.07826719433069229, + 0.06667835265398026, + 0.20963676273822784, + 0.10654473304748535, + 0.027718011289834976, + 0.15104219317436218, + 0.038462042808532715, + 0.11036177724599838 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0024926564656198025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791494831442833 + ], + "opposite_logprob_tokens": [ + -3.5297915935516357 + ], + "logprob_reward": -0.029791494831442833, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791494831442833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03956085816025734, + 0.02753940224647522, + 0.028872789815068245, + 0.031802523881196976, + 0.5380581021308899, + 0.046922262758016586, + 0.026369761675596237, + 0.06958194822072983, + 0.056437961757183075, + 0.13485439121723175 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.029791494831442833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539120391011238 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539120391011238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539120391011238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0398796871304512, + 0.044916652143001556, + 0.029730094596743584, + 0.019012022763490677, + 0.6251652836799622, + 0.04604637995362282, + 0.02191838249564171, + 0.049999602138996124, + 0.03255792334675789, + 0.09077394008636475 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.012539120391011238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic macro shot slowly sweeps across a dark, matte black ceramic plate, upon which thin slices of pearlescent octopus sashimi are gracefully fanned out in a fan-shaped pattern. The entire scene is rendered in a dramatic, deep blue and black painterly style, characterized by deep, inky shadows and stark, wet highlights, lending the food a sculptural, black-and-white quality. Each slice is translucent white, edged with delicate purple, its shimmering surface revealing a subtly ridged texture. As a viscous, dark soy sauce is introduced from off-screen, it slowly seeps onto the plate, its inky black color creating a striking contrast. At the precise boundary where the liquid meets the translucent flesh, a subtle and mesmerizing cavitation begins: a series of shimmering microbubbles rapidly form and collapse, each tiny sphere catching a dazzling light like a fleeting gem before disappearing into deep, painterly shadows, creating an intense and beautiful aura of delicate chemical reactions.", + "seed": 19753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_5143_seed_19753_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019518302753567696, + "vlm_logprob": -0.019518302753567696, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.019518302753567696, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03901215270161629 + ], + "opposite_logprob_tokens": [ + -3.2890121936798096 + ], + "logprob_reward": -0.03901215270161629, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03901215270161629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1762653887271881, + 0.07079633325338364, + 0.13129474222660065, + 0.052543893456459045, + 0.04698574170470238, + 0.13807334005832672, + 0.04688318073749542, + 0.07675810158252716, + 0.10173369199037552, + 0.15866565704345703 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03901215270161629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744240876287222 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744240876287222, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744240876287222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17205116152763367, + 0.16257734596729279, + 0.13012944161891937, + 0.06904063373804092, + 0.0246017687022686, + 0.13768935203552246, + 0.07924342900514603, + 0.1375056952238083, + 0.046599432826042175, + 0.040561743080616 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.006744240876287222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052567594684660435 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052567594684660435, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052567594684660435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16210781037807465, + 0.10593820363283157, + 0.11146994680166245, + 0.12513260543346405, + 0.0724356472492218, + 0.06941954046487808, + 0.10659068822860718, + 0.15444348752498627, + 0.05917363986372948, + 0.03328840807080269 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0052567594684660435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328597754240036 + ], + "opposite_logprob_tokens": [ + -3.7732858657836914 + ], + "logprob_reward": -0.02328597754240036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328597754240036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11084821075201035, + 0.06590355932712555, + 0.058330338448286057, + 0.0655285194516182, + 0.05720357596874237, + 0.06384113430976868, + 0.062259551137685776, + 0.28928372263908386, + 0.058328647166490555, + 0.16847281157970428 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.02328597754240036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20049592852592468, + 0.04819973558187485, + 0.0446537546813488, + 0.11012453585863113, + 0.10827454179525375, + 0.08888068050146103, + 0.07215108722448349, + 0.20823220908641815, + 0.029081163927912712, + 0.08990634232759476 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.023292383179068565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic macro shot slowly sweeps across a dark, matte black ceramic plate, upon which thin slices of pearlescent octopus sashimi are gracefully fanned out in a fan-shaped pattern. The entire scene is rendered in a dramatic, deep blue and black painterly style, characterized by deep, inky shadows and stark, wet highlights, lending the food a sculptural, black-and-white quality. Each slice is translucent white, edged with delicate purple, its shimmering surface revealing a subtly ridged texture. As a viscous, dark soy sauce is introduced from off-screen, it slowly seeps onto the plate, its inky black color creating a striking contrast. At the precise boundary where the liquid meets the translucent flesh, a subtle and mesmerizing cavitation begins: a series of shimmering microbubbles rapidly form and collapse, each tiny sphere catching a dazzling light like a fleeting gem before disappearing into deep, painterly shadows, creating an intense and beautiful aura of delicate chemical reactions.", + "seed": 19754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_5143_seed_19754_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04241363904438913, + "vlm_logprob": -0.04241363904438913, + "vlm_yes_no_margin": 3.825000023841858, + "vlm_token_credit": -0.04241363904438913, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14543478190898895 + ], + "opposite_logprob_tokens": [ + -2.020434856414795 + ], + "logprob_reward": -0.14543478190898895, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14543478190898895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19747361540794373, + 0.06996351480484009, + 0.08812538534402847, + 0.12196003645658493, + 0.1844511181116104, + 0.028392761945724487, + 0.06503867357969284, + 0.03256084397435188, + 0.1056472659111023, + 0.10638672113418579 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.14543478190898895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600641146302223 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.020600641146302223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600641146302223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13168610632419586, + 0.09573928266763687, + 0.04037559777498245, + 0.07701118290424347, + 0.14574794471263885, + 0.07025989145040512, + 0.06291300803422928, + 0.03373793885111809, + 0.09809606522321701, + 0.24443301558494568 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.020600641146302223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15261927247047424, + 0.04824107885360718, + 0.05610280856490135, + 0.05096392706036568, + 0.22368602454662323, + 0.059095535427331924, + 0.21138715744018555, + 0.030322829261422157, + 0.08744203299283981, + 0.08013930916786194 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0036208562087267637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634120173752308 + ], + "opposite_logprob_tokens": [ + -3.651341199874878 + ], + "logprob_reward": -0.02634120173752308, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634120173752308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928388774394989, + 0.06671707332134247, + 0.12232120335102081, + 0.05274776741862297, + 0.14129459857940674, + 0.029433446004986763, + 0.04857894778251648, + 0.04480580613017082, + 0.12285161763429642, + 0.1784106343984604 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02634120173752308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070714220404625 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070714220404625, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070714220404625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09335603564977646, + 0.3176271319389343, + 0.06269971281290054, + 0.044904258102178574, + 0.11578691750764847, + 0.05129610374569893, + 0.13538086414337158, + 0.04943262040615082, + 0.043352607637643814, + 0.08616369217634201 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.016070714220404625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic macro shot slowly sweeps across a dark, matte black ceramic plate, upon which thin slices of pearlescent octopus sashimi are gracefully fanned out in a fan-shaped pattern. The entire scene is rendered in a dramatic, deep blue and black painterly style, characterized by deep, inky shadows and stark, wet highlights, lending the food a sculptural, black-and-white quality. Each slice is translucent white, edged with delicate purple, its shimmering surface revealing a subtly ridged texture. As a viscous, dark soy sauce is introduced from off-screen, it slowly seeps onto the plate, its inky black color creating a striking contrast. At the precise boundary where the liquid meets the translucent flesh, a subtle and mesmerizing cavitation begins: a series of shimmering microbubbles rapidly form and collapse, each tiny sphere catching a dazzling light like a fleeting gem before disappearing into deep, painterly shadows, creating an intense and beautiful aura of delicate chemical reactions.", + "seed": 19755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_4/index_5143_seed_19755_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04137971941381693, + "vlm_logprob": -0.04137971941381693, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04137971941381693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14461325109004974 + ], + "opposite_logprob_tokens": [ + -2.019613265991211 + ], + "logprob_reward": -0.14461325109004974, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14461325109004974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21900144219398499, + 0.04295956715941429, + 0.16097663342952728, + 0.07409171015024185, + 0.06818194687366486, + 0.04975098371505737, + 0.06840600818395615, + 0.11102540791034698, + 0.06781387329101562, + 0.13779234886169434 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.14461325109004974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641607895493507 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.007641607895493507, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641607895493507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35009485483169556, + 0.05473577603697777, + 0.13227780163288116, + 0.05475017428398132, + 0.03490981459617615, + 0.045414429157972336, + 0.07109086960554123, + 0.09703075885772705, + 0.08479271829128265, + 0.0749027356505394 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.007641607895493507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747911684215069 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747911684215069, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747911684215069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17919982969760895, + 0.06113341823220253, + 0.2527330815792084, + 0.07606816291809082, + 0.028692491352558136, + 0.09665513038635254, + 0.04649193212389946, + 0.08698400855064392, + 0.07601897418498993, + 0.09602291136980057 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.006747911684215069 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033694297075271606 + ], + "opposite_logprob_tokens": [ + -3.408694267272949 + ], + "logprob_reward": -0.033694297075271606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033694297075271606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4033072590827942, + 0.034520283341407776, + 0.2882111370563507, + 0.024594590067863464, + 0.02073420025408268, + 0.02719292975962162, + 0.049946147948503494, + 0.04771559312939644, + 0.052827637642621994, + 0.05095028877258301 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.033694297075271606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro shot of a dark matte black ceramic plate with pearlescent octopus sashimi fanned out in a fan-shaped pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a dramatic deep blue and black painterly style with inky shadows and stark wet highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the octopus sashimi slices translucent white with delicate purple edges and a subtly ridged texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does dark viscous soy sauce seep onto the plate from off-screen, creating a boundary with the sashimi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do shimmering microbubbles rapidly form and collapse at the liquid-flesh boundary, catching light like fleeting gems?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201529324054718 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201529324054718, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201529324054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4722912311553955, + 0.035670794546604156, + 0.21843311190605164, + 0.032834190875291824, + 0.022978460416197777, + 0.023289531469345093, + 0.04419556260108948, + 0.07491061091423035, + 0.046029724180698395, + 0.02936681918799877 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014201529324054718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_tensor([6420, 6420])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_tensor([6420, 6420])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..210d7130fa63725a54a6b6f61da7724391a3c304 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_tensor([6420, 6420])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a low, upward angle, the camera remains still, focused on a withered branch struggling against the fierce wind. Against the backdrop of a leaden, heavy, rolling sky, dark clouds sweep by, driven by the wind. The branch, stripped of all its leaves, is a deep brown, its surface rough, cracked, and riddled with twisted veins, appearing strikingly jagged in the cool, evenly diffused light. Fiercely pulled and whipped by an invisible force, it is alternately torn upwards and fiercely bent downwards, twitching and trembling wildly and erratically across the frame. Each moment it bends to its limit is a silent, all-consuming cry against the oppressive sky. The image, dominated by cold tones, is imbued with a sense of struggle and tenacious tension, conveying a tragic and profound emotion of despair and resilience under immense pressure.", + "seed": 28671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_6420_seed_28671_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0549257998354733, + "vlm_logprob": -0.0549257998354733, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.0549257998354733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765852490440011 + ], + "opposite_logprob_tokens": [ + -5.0076584815979 + ], + "logprob_reward": -0.00765852490440011, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00765852490440011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1257971227169037, + 0.10441137850284576, + 0.05981450155377388, + 0.08724278211593628, + 0.09187931567430496, + 0.07208328694105148, + 0.2341940850019455, + 0.06752797961235046, + 0.061639077961444855, + 0.09541050344705582 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.00765852490440011 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636825665831566 + ], + "opposite_logprob_tokens": [ + -3.6513681411743164 + ], + "logprob_reward": -0.02636825665831566, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636825665831566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1144954189658165, + 0.15875571966171265, + 0.12587648630142212, + 0.04697304219007492, + 0.11328068375587463, + 0.07299022376537323, + 0.09882471710443497, + 0.0675351619720459, + 0.04610969126224518, + 0.15515878796577454 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.02636825665831566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183674663305283 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183674663305283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183674663305283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2265956997871399, + 0.061451397836208344, + 0.05060505494475365, + 0.055496856570243835, + 0.2470904290676117, + 0.10104573518037796, + 0.054525453597307205, + 0.08742218464612961, + 0.05815427377820015, + 0.05761286988854408 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.018183674663305283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205063685774803 + ], + "opposite_logprob_tokens": [ + -2.8120505809783936 + ], + "logprob_reward": -0.06205063685774803, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205063685774803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055979400873184204, + 0.031035756692290306, + 0.1383133828639984, + 0.09247025847434998, + 0.5010079145431519, + 0.037113238126039505, + 0.02326497994363308, + 0.046753887087106705, + 0.023221729323267937, + 0.05083940550684929 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.06205063685774803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603679060935974 + ], + "opposite_logprob_tokens": [ + -1.9103679656982422 + ], + "logprob_reward": -0.1603679060935974, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603679060935974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08653348684310913, + 0.07687985152006149, + 0.0491635724902153, + 0.08377973735332489, + 0.22228245437145233, + 0.04222411662340164, + 0.043981850147247314, + 0.11643435806035995, + 0.0548153892159462, + 0.22390520572662354 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.1603679060935974 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low, upward angle, the camera remains still, focused on a withered branch struggling against the fierce wind. Against the backdrop of a leaden, heavy, rolling sky, dark clouds sweep by, driven by the wind. The branch, stripped of all its leaves, is a deep brown, its surface rough, cracked, and riddled with twisted veins, appearing strikingly jagged in the cool, evenly diffused light. Fiercely pulled and whipped by an invisible force, it is alternately torn upwards and fiercely bent downwards, twitching and trembling wildly and erratically across the frame. Each moment it bends to its limit is a silent, all-consuming cry against the oppressive sky. The image, dominated by cold tones, is imbued with a sense of struggle and tenacious tension, conveying a tragic and profound emotion of despair and resilience under immense pressure.", + "seed": 28672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_6420_seed_28672_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08174210302531719, + "vlm_logprob": -0.08174210302531719, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.08174210302531719, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016710428521037102 + ], + "opposite_logprob_tokens": [ + -4.14171028137207 + ], + "logprob_reward": -0.016710428521037102, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016710428521037102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14754725992679596, + 0.13284176588058472, + 0.15050801634788513, + 0.040545713156461716, + 0.04631143808364868, + 0.16335232555866241, + 0.03806222975254059, + 0.03627539426088333, + 0.1619221717119217, + 0.08263367414474487 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.016710428521037102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331509441137314 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331509441137314, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331509441137314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2276434451341629, + 0.11815688014030457, + 0.12396398186683655, + 0.04753877967596054, + 0.04835578426718712, + 0.04174257442355156, + 0.03498392552137375, + 0.03521306440234184, + 0.22996436059474945, + 0.09243733435869217 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.02331509441137314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061797738075256 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061797738075256, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061797738075256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1779806762933731, + 0.1333850920200348, + 0.13481660187244415, + 0.03925962746143341, + 0.04689408093690872, + 0.20031501352787018, + 0.04326169565320015, + 0.07155656814575195, + 0.0836806520819664, + 0.06884993612766266 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.016061797738075256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558122873306274 + ], + "opposite_logprob_tokens": [ + -1.600581169128418 + ], + "logprob_reward": -0.22558122873306274, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558122873306274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07337483018636703, + 0.07472829520702362, + 0.13744951784610748, + 0.06571256369352341, + 0.07326933741569519, + 0.2382769137620926, + 0.037238843739032745, + 0.1546778827905655, + 0.09177151322364807, + 0.05350026115775108 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.22558122873306274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704196572303772 + ], + "opposite_logprob_tokens": [ + -2.127042055130005 + ], + "logprob_reward": -0.12704196572303772, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704196572303772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21713724732398987, + 0.10124186426401138, + 0.08305682986974716, + 0.06377753615379333, + 0.059420742094516754, + 0.07994481921195984, + 0.05387764796614647, + 0.07705177366733551, + 0.1395280510187149, + 0.12496351450681686 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12704196572303772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low, upward angle, the camera remains still, focused on a withered branch struggling against the fierce wind. Against the backdrop of a leaden, heavy, rolling sky, dark clouds sweep by, driven by the wind. The branch, stripped of all its leaves, is a deep brown, its surface rough, cracked, and riddled with twisted veins, appearing strikingly jagged in the cool, evenly diffused light. Fiercely pulled and whipped by an invisible force, it is alternately torn upwards and fiercely bent downwards, twitching and trembling wildly and erratically across the frame. Each moment it bends to its limit is a silent, all-consuming cry against the oppressive sky. The image, dominated by cold tones, is imbued with a sense of struggle and tenacious tension, conveying a tragic and profound emotion of despair and resilience under immense pressure.", + "seed": 28673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_6420_seed_28673_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06841916255652905, + "vlm_logprob": -0.06841916255652905, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06841916255652905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014585772529244423 + ], + "opposite_logprob_tokens": [ + -4.264585971832275 + ], + "logprob_reward": -0.014585772529244423, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014585772529244423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13090896606445312, + 0.0712301954627037, + 0.14703892171382904, + 0.21547049283981323, + 0.049613676965236664, + 0.04430360719561577, + 0.07751224935054779, + 0.06046444550156593, + 0.1657608449459076, + 0.03769659623503685 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.014585772529244423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813367709517479 + ], + "opposite_logprob_tokens": [ + -3.2881336212158203 + ], + "logprob_reward": -0.03813367709517479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813367709517479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23175133764743805, + 0.09679769724607468, + 0.15853072702884674, + 0.19970352947711945, + 0.09542998671531677, + 0.0556110143661499, + 0.02460930496454239, + 0.058193389326334, + 0.03721874952316284, + 0.042154185473918915 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03813367709517479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064614057540894 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064614057540894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064614057540894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.252758651971817, + 0.061209872364997864, + 0.25910046696662903, + 0.17350389063358307, + 0.03974013775587082, + 0.05822913348674774, + 0.04813868924975395, + 0.024423105642199516, + 0.059343475848436356, + 0.023552559316158295 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.016064614057540894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294607818126678 + ], + "opposite_logprob_tokens": [ + -2.237946033477783 + ], + "logprob_reward": -0.11294607818126678, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294607818126678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09731227904558182, + 0.07911727577447891, + 0.13551953434944153, + 0.1236405074596405, + 0.1430267095565796, + 0.13385964930057526, + 0.16079562902450562, + 0.039554037153720856, + 0.05024207755923271, + 0.036932263523340225 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.11294607818126678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036567091941833 + ], + "opposite_logprob_tokens": [ + -1.9103657007217407 + ], + "logprob_reward": -0.16036567091941833, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036567091941833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2222856879234314, + 0.08757342398166656, + 0.07264046370983124, + 0.09467094391584396, + 0.11406716704368591, + 0.10014543682336807, + 0.13609915971755981, + 0.03682645782828331, + 0.10627558082342148, + 0.02941557951271534 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.16036567091941833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low, upward angle, the camera remains still, focused on a withered branch struggling against the fierce wind. Against the backdrop of a leaden, heavy, rolling sky, dark clouds sweep by, driven by the wind. The branch, stripped of all its leaves, is a deep brown, its surface rough, cracked, and riddled with twisted veins, appearing strikingly jagged in the cool, evenly diffused light. Fiercely pulled and whipped by an invisible force, it is alternately torn upwards and fiercely bent downwards, twitching and trembling wildly and erratically across the frame. Each moment it bends to its limit is a silent, all-consuming cry against the oppressive sky. The image, dominated by cold tones, is imbued with a sense of struggle and tenacious tension, conveying a tragic and profound emotion of despair and resilience under immense pressure.", + "seed": 28674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_5/index_6420_seed_28674_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045866473205387594, + "vlm_logprob": -0.045866473205387594, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.045866473205387594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015119708143174648 + ], + "opposite_logprob_tokens": [ + -4.265119552612305 + ], + "logprob_reward": -0.015119708143174648, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015119708143174648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12276926636695862, + 0.06678823381662369, + 0.07218407839536667, + 0.19357958436012268, + 0.04455367103219032, + 0.04667766019701958, + 0.08271048963069916, + 0.12182742357254028, + 0.1584223508834839, + 0.0904872789978981 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.015119708143174648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210542097687721 + ], + "opposite_logprob_tokens": [ + -2.812105417251587 + ], + "logprob_reward": -0.06210542097687721, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210542097687721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10140722990036011, + 0.05153818801045418, + 0.0418035127222538, + 0.15816844999790192, + 0.02691115438938141, + 0.04049844294786453, + 0.056350674480199814, + 0.406448096036911, + 0.03593745082616806, + 0.08093678206205368 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.06210542097687721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071676388382912 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071676388382912, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071676388382912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15332846343517303, + 0.054250262677669525, + 0.10366853326559067, + 0.27509766817092896, + 0.09363994002342224, + 0.07726053148508072, + 0.03285854309797287, + 0.12335866689682007, + 0.033408403396606445, + 0.053129032254219055 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.011071676388382912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898525893688202 + ], + "opposite_logprob_tokens": [ + -2.5789852142333984 + ], + "logprob_reward": -0.07898525893688202, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898525893688202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1291290521621704, + 0.17171289026737213, + 0.050486207008361816, + 0.09934128820896149, + 0.06320343911647797, + 0.07057167589664459, + 0.11238699406385422, + 0.1547946184873581, + 0.10997737944126129, + 0.0383964478969574 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07898525893688202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a withered branch stripped of leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the branch deep brown with a rough, cracked surface and twisted veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a leaden sky with dark clouds sweeping by?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned at a low, upward angle and remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the branch moving by being torn upwards and bent downwards in a wild, erratic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205030158162117 + ], + "opposite_logprob_tokens": [ + -2.8120503425598145 + ], + "logprob_reward": -0.06205030158162117, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205030158162117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05543336272239685, + 0.13727732002735138, + 0.020467806607484818, + 0.03970595449209213, + 0.03823200985789299, + 0.03765598684549332, + 0.06001097336411476, + 0.5244916081428528, + 0.06790246814489365, + 0.018822545185685158 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.06205030158162117 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_tensor([4789, 4789])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_tensor([4789, 4789])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0031b2384811fabf2f7f9fb145a6f48852a6e74 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_tensor([4789, 4789])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, shot from a low angle, follows a galloping ancient bronze chariot, the camera parallel to the rapidly spinning wheels, creating a powerful sense of speed and oppression. Atop the chariot, a majestic ancient emperor stands with his legs firmly planted on the floorboards, his body leaning slightly forward to counter the immense inertia. He wears a twelve-tasseled crown inlaid with jade and gold, the tassels swaying back and forth with the chariot's violent jolts. His face is stern, his brows radiating unquestionable authority, his eyes sharp as an eagle's as he stares intently ahead. He wears a dark black silk robe, intricately embroidered with gold thread, dragons and auspicious clouds, rustling in the wind. His hands tightly grip the rough leather reins, his arms muscular as he exerts all his strength to control the four muscular black horses ahead of him, their nostrils puffing white air. Their manes billowing, their hooves churning, they stir up clouds of yellow sand across the barren landscape. The ancient bronze chariot, covered in a mottled patina of age and intricately carved animal-faced ornamentation, reflected a dark, cold glow in the evening sun. The entire scene was stained a magnificent warm hue by the setting sun. The golden sidelight outlined the emperor, his horse, and his chariot, casting long, dancing shadows on the ground, creating an epic atmosphere of conquest and power.", + "seed": 12054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_4789_seed_12054_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.060234923660755155, + "vlm_logprob": -0.060234923660755155, + "vlm_yes_no_margin": 3.2750000238418577, + "vlm_token_credit": -0.060234923660755155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032596077769994736 + ], + "opposite_logprob_tokens": [ + -3.5325961112976074 + ], + "logprob_reward": -0.032596077769994736, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032596077769994736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23526142537593842, + 0.08327803760766983, + 0.06253082305192947, + 0.024540338665246964, + 0.11077464371919632, + 0.07275903970003128, + 0.23233294486999512, + 0.06701084226369858, + 0.037976257503032684, + 0.07353562116622925 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.032596077769994736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034223645925522 + ], + "opposite_logprob_tokens": [ + -2.350342273712158 + ], + "logprob_reward": -0.10034223645925522, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034223645925522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343478411436081, + 0.07152705639600754, + 0.03424229472875595, + 0.08867432922124863, + 0.09348557889461517, + 0.05460307002067566, + 0.3613496422767639, + 0.051336903125047684, + 0.03609558939933777, + 0.07433769106864929 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.10034223645925522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429709643125534 + ], + "opposite_logprob_tokens": [ + -2.0179710388183594 + ], + "logprob_reward": -0.1429709643125534, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1429709643125534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11829960346221924, + 0.07443182170391083, + 0.029145749285817146, + 0.05125272646546364, + 0.12818190455436707, + 0.03456698730587959, + 0.3421235680580139, + 0.0746207907795906, + 0.03257483243942261, + 0.11480195820331573 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.1429709643125534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190716668963432 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190716668963432, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190716668963432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12726740539073944, + 0.25750595331192017, + 0.01619129441678524, + 0.021565571427345276, + 0.09766314923763275, + 0.026176363229751587, + 0.3570737838745117, + 0.038287218660116196, + 0.020847007632255554, + 0.03742222860455513 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.014190716668963432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074623093008995 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074623093008995, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074623093008995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36630627512931824, + 0.09727785736322403, + 0.09117960184812546, + 0.06538013368844986, + 0.10660356283187866, + 0.036696452647447586, + 0.09009962528944016, + 0.028734218329191208, + 0.06705983728170395, + 0.05066252872347832 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.011074623093008995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, follows a galloping ancient bronze chariot, the camera parallel to the rapidly spinning wheels, creating a powerful sense of speed and oppression. Atop the chariot, a majestic ancient emperor stands with his legs firmly planted on the floorboards, his body leaning slightly forward to counter the immense inertia. He wears a twelve-tasseled crown inlaid with jade and gold, the tassels swaying back and forth with the chariot's violent jolts. His face is stern, his brows radiating unquestionable authority, his eyes sharp as an eagle's as he stares intently ahead. He wears a dark black silk robe, intricately embroidered with gold thread, dragons and auspicious clouds, rustling in the wind. His hands tightly grip the rough leather reins, his arms muscular as he exerts all his strength to control the four muscular black horses ahead of him, their nostrils puffing white air. Their manes billowing, their hooves churning, they stir up clouds of yellow sand across the barren landscape. The ancient bronze chariot, covered in a mottled patina of age and intricately carved animal-faced ornamentation, reflected a dark, cold glow in the evening sun. The entire scene was stained a magnificent warm hue by the setting sun. The golden sidelight outlined the emperor, his horse, and his chariot, casting long, dancing shadows on the ground, creating an epic atmosphere of conquest and power.", + "seed": 12055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_4789_seed_12055_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.38836151026189325, + "vlm_logprob": -0.38836151026189325, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.38836151026189325, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5061439275741577 + ], + "opposite_logprob_tokens": [ + -0.2561439275741577 + ], + "logprob_reward": -1.5061439275741577, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5061439275741577, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5920354127883911, + 0.043307382613420486, + 0.07691091299057007, + 0.026494311168789864, + 0.013976139947772026, + 0.09212730079889297, + 0.07683388888835907, + 0.04607601836323738, + 0.012478511780500412, + 0.019760141149163246 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.5061439275741577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562821209430695 + ], + "opposite_logprob_tokens": [ + -1.6006282567977905 + ], + "logprob_reward": -0.22562821209430695, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562821209430695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1749967634677887, + 0.09255696833133698, + 0.13765478134155273, + 0.07317030429840088, + 0.05080985650420189, + 0.3152191638946533, + 0.05998805910348892, + 0.047616906464099884, + 0.029096253216266632, + 0.0188908688724041 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.22562821209430695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10041254013776779 + ], + "opposite_logprob_tokens": [ + -2.350412607192993 + ], + "logprob_reward": -0.10041254013776779, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10041254013776779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43816041946411133, + 0.05976352095603943, + 0.10189419984817505, + 0.04175492376089096, + 0.0216413252055645, + 0.21737714111804962, + 0.046993207186460495, + 0.034798357635736465, + 0.011665187776088715, + 0.025951752439141273 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.10041254013776779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903706073760986 + ], + "opposite_logprob_tokens": [ + -2.4640369415283203 + ], + "logprob_reward": -0.08903706073760986, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903706073760986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28189796209335327, + 0.07789256423711777, + 0.07126183807849884, + 0.04966308921575546, + 0.020146923139691353, + 0.19596271216869354, + 0.0895642340183258, + 0.0689191222190857, + 0.0901620164513588, + 0.054529495537281036 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.08903706073760986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5867243409156799, + 0.04055354744195938, + 0.09139943867921829, + 0.028498034924268723, + 0.01658768579363823, + 0.11910048127174377, + 0.03438408672809601, + 0.044614072889089584, + 0.015088388696312904, + 0.023050006479024887 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.020585810765624046 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, follows a galloping ancient bronze chariot, the camera parallel to the rapidly spinning wheels, creating a powerful sense of speed and oppression. Atop the chariot, a majestic ancient emperor stands with his legs firmly planted on the floorboards, his body leaning slightly forward to counter the immense inertia. He wears a twelve-tasseled crown inlaid with jade and gold, the tassels swaying back and forth with the chariot's violent jolts. His face is stern, his brows radiating unquestionable authority, his eyes sharp as an eagle's as he stares intently ahead. He wears a dark black silk robe, intricately embroidered with gold thread, dragons and auspicious clouds, rustling in the wind. His hands tightly grip the rough leather reins, his arms muscular as he exerts all his strength to control the four muscular black horses ahead of him, their nostrils puffing white air. Their manes billowing, their hooves churning, they stir up clouds of yellow sand across the barren landscape. The ancient bronze chariot, covered in a mottled patina of age and intricately carved animal-faced ornamentation, reflected a dark, cold glow in the evening sun. The entire scene was stained a magnificent warm hue by the setting sun. The golden sidelight outlined the emperor, his horse, and his chariot, casting long, dancing shadows on the ground, creating an epic atmosphere of conquest and power.", + "seed": 12056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_4789_seed_12056_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03719307859428227, + "vlm_logprob": -0.03719307859428227, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03719307859428227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015543154440820217 + ], + "opposite_logprob_tokens": [ + -4.265542984008789 + ], + "logprob_reward": -0.015543154440820217, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015543154440820217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1363474726676941, + 0.13470622897148132, + 0.1269952803850174, + 0.09708528220653534, + 0.07112317532300949, + 0.10496941953897476, + 0.09402661770582199, + 0.09624776244163513, + 0.062024567276239395, + 0.07647421956062317 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.015543154440820217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004527002573013 + ], + "opposite_logprob_tokens": [ + -2.695045232772827 + ], + "logprob_reward": -0.07004527002573013, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004527002573013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22053870558738708, + 0.14579470455646515, + 0.07284752279520035, + 0.04350307583808899, + 0.03274751454591751, + 0.059969861060380936, + 0.17614459991455078, + 0.07861766219139099, + 0.09135676920413971, + 0.07847954332828522 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07004527002573013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08914044499397278 + ], + "opposite_logprob_tokens": [ + -2.4641404151916504 + ], + "logprob_reward": -0.08914044499397278, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08914044499397278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1622818559408188, + 0.10878868401050568, + 0.06280933320522308, + 0.03458372876048088, + 0.07635389268398285, + 0.10952170938253403, + 0.13642241060733795, + 0.12822754681110382, + 0.03762746974825859, + 0.14338335394859314 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.08914044499397278 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623744197189808 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623744197189808, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623744197189808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280379742383957, + 0.1459731161594391, + 0.08937042951583862, + 0.032408010214567184, + 0.05604029819369316, + 0.2004263550043106, + 0.2196875661611557, + 0.022907130420207977, + 0.0507861003279686, + 0.05436301976442337 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.007623744197189808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612779313698411 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003612779313698411, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612779313698411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4594261944293976, + 0.0737449899315834, + 0.02146444469690323, + 0.01786603219807148, + 0.026666289195418358, + 0.043903883546590805, + 0.17032475769519806, + 0.030389167368412018, + 0.06802419573068619, + 0.08819002658128738 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.003612779313698411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle, follows a galloping ancient bronze chariot, the camera parallel to the rapidly spinning wheels, creating a powerful sense of speed and oppression. Atop the chariot, a majestic ancient emperor stands with his legs firmly planted on the floorboards, his body leaning slightly forward to counter the immense inertia. He wears a twelve-tasseled crown inlaid with jade and gold, the tassels swaying back and forth with the chariot's violent jolts. His face is stern, his brows radiating unquestionable authority, his eyes sharp as an eagle's as he stares intently ahead. He wears a dark black silk robe, intricately embroidered with gold thread, dragons and auspicious clouds, rustling in the wind. His hands tightly grip the rough leather reins, his arms muscular as he exerts all his strength to control the four muscular black horses ahead of him, their nostrils puffing white air. Their manes billowing, their hooves churning, they stir up clouds of yellow sand across the barren landscape. The ancient bronze chariot, covered in a mottled patina of age and intricately carved animal-faced ornamentation, reflected a dark, cold glow in the evening sun. The entire scene was stained a magnificent warm hue by the setting sun. The golden sidelight outlined the emperor, his horse, and his chariot, casting long, dancing shadows on the ground, creating an epic atmosphere of conquest and power.", + "seed": 12057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_6/index_4789_seed_12057_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037822251208126545, + "vlm_logprob": -0.037822251208126545, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.037822251208126545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015539867803454399 + ], + "opposite_logprob_tokens": [ + -4.265539646148682 + ], + "logprob_reward": -0.015539867803454399, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015539867803454399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19053709506988525, + 0.09392211586236954, + 0.1699095517396927, + 0.09415417164564133, + 0.11564058810472488, + 0.07021341472864151, + 0.039555203169584274, + 0.027202598750591278, + 0.08072724938392639, + 0.11813800036907196 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.015539867803454399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496907979249954 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496907979249954, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496907979249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14170296490192413, + 0.05837610363960266, + 0.2846982777118683, + 0.11567120999097824, + 0.04638174921274185, + 0.1725178062915802, + 0.04079507663846016, + 0.02164088562130928, + 0.045816343277692795, + 0.07239959388971329 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.05496907979249954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903537899255753 + ], + "opposite_logprob_tokens": [ + -2.5790352821350098 + ], + "logprob_reward": -0.07903537899255753, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903537899255753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18850010633468628, + 0.11415183544158936, + 0.19169452786445618, + 0.060092974454164505, + 0.10899151861667633, + 0.09510213136672974, + 0.06438392400741577, + 0.03210408613085747, + 0.033946406096220016, + 0.11103256791830063 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07903537899255753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789181426167488 + ], + "opposite_logprob_tokens": [ + -3.5297892093658447 + ], + "logprob_reward": -0.029789181426167488, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789181426167488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16794106364250183, + 0.089553602039814, + 0.324609637260437, + 0.05643721669912338, + 0.0804843008518219, + 0.03837341070175171, + 0.0944264680147171, + 0.028821777552366257, + 0.06525081396102905, + 0.054101720452308655 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.029789181426167488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle following a galloping ancient bronze chariot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient emperor standing atop the chariot with his legs firmly planted and body leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the emperor wear a twelve-tasseled crown inlaid with jade and gold, and a dark black silk robe embroidered with gold dragons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are four muscular black horses pulling the chariot, stirring up clouds of yellow sand in a barren landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a setting sun creating a warm hue and golden sidelight that outlines the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977774802595377 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.00977774802595377, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977774802595377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2108451873064041, + 0.3148355484008789, + 0.10175540298223495, + 0.10242022573947906, + 0.06135410815477371, + 0.03002423606812954, + 0.04333024099469185, + 0.02838328294456005, + 0.039114098995923996, + 0.06793762743473053 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00977774802595377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_tensor([1200, 1200])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_tensor([1200, 1200])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1c82f92a847ae9f2a23d295ba4ec7ca45dbeb80a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_tensor([1200, 1200])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion tracking shot, filmed from a low angle, sweeps in a smooth arc around its subject, capturing a knight clad in a deep green cotton and linen robe, his long hair tied high with a simple wooden hairpin, deep within a tranquil, dense bamboo forest. His face is stern, his eyes focused as he settles into a steady horse stance, his feet firmly gripping the leaf-strewn ground. In his hand, he clutches a slender, steel-clad longsword, gleaming with a chilling coldness. With a swift and graceful rotation of his body, his arm drives the blade through the air, tracing a swift, flowing silver arc. The slanting afternoon sun penetrates the layers of emerald green bamboo, casting dappled beams of light across the forest floor. The sharp blade, catching these rays with pinpoint precision as it slices the air, emits a dazzling, fleeting flash. Even more visually striking is the powerful airflow generated by the sword's force, which suddenly sweeps up the thick accumulation of withered yellow leaves on the ground, forming a spectacular vortex that swirls and dances around the knight's body, each leaf seemingly resonating with his fierce sword moves. Against a deep green background, the entire scene is punctuated by the flowing silver sword light and the fluttering warm yellow leaves, creating a cinematic atmosphere that blends movement and stillness, imbued with a sense of power and the Zen of martial arts.", + "seed": 5401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_1200_seed_5401_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12624537129886448, + "vlm_logprob": -0.12624537129886448, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.12624537129886448, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5793204307556152 + ], + "opposite_logprob_tokens": [ + -0.8293204307556152 + ], + "logprob_reward": -0.5793204307556152, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5793204307556152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16468684375286102, + 0.09913000464439392, + 0.0955057218670845, + 0.14769472181797028, + 0.07911177724599838, + 0.04334218427538872, + 0.06745358556509018, + 0.07950254529714584, + 0.18507340550422668, + 0.038499169051647186 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.5793204307556152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060963399708271 + ], + "opposite_logprob_tokens": [ + -3.8956096172332764 + ], + "logprob_reward": -0.02060963399708271, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060963399708271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061075109988451004, + 0.1897793561220169, + 0.4292973577976227, + 0.02922157011926174, + 0.07356350868940353, + 0.017698237672448158, + 0.03274066746234894, + 0.04776756837964058, + 0.09645290672779083, + 0.022403694689273834 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.02060963399708271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010407513473182917 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010407513473182917, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010407513473182917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08765681087970734, + 0.5437467098236084, + 0.06682956963777542, + 0.03500073030591011, + 0.01972125470638275, + 0.026227541267871857, + 0.05434513837099075, + 0.06477860361337662, + 0.04619961231946945, + 0.05549405515193939 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0010407513473182917 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08522109687328339, + 0.07501909881830215, + 0.3196435868740082, + 0.048688363283872604, + 0.03140616416931152, + 0.031849101185798645, + 0.03490298241376877, + 0.19476692378520966, + 0.1373591423034668, + 0.04114354029297829 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.014194360002875328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061680391430855 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061680391430855, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061680391430855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07604172825813293, + 0.05228817090392113, + 0.07707719504833221, + 0.1532767117023468, + 0.09793181717395782, + 0.07892873138189316, + 0.08984397351741791, + 0.07374054193496704, + 0.2628880739212036, + 0.03798305615782738 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.016061680391430855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion tracking shot, filmed from a low angle, sweeps in a smooth arc around its subject, capturing a knight clad in a deep green cotton and linen robe, his long hair tied high with a simple wooden hairpin, deep within a tranquil, dense bamboo forest. His face is stern, his eyes focused as he settles into a steady horse stance, his feet firmly gripping the leaf-strewn ground. In his hand, he clutches a slender, steel-clad longsword, gleaming with a chilling coldness. With a swift and graceful rotation of his body, his arm drives the blade through the air, tracing a swift, flowing silver arc. The slanting afternoon sun penetrates the layers of emerald green bamboo, casting dappled beams of light across the forest floor. The sharp blade, catching these rays with pinpoint precision as it slices the air, emits a dazzling, fleeting flash. Even more visually striking is the powerful airflow generated by the sword's force, which suddenly sweeps up the thick accumulation of withered yellow leaves on the ground, forming a spectacular vortex that swirls and dances around the knight's body, each leaf seemingly resonating with his fierce sword moves. Against a deep green background, the entire scene is punctuated by the flowing silver sword light and the fluttering warm yellow leaves, creating a cinematic atmosphere that blends movement and stillness, imbued with a sense of power and the Zen of martial arts.", + "seed": 5402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_1200_seed_5402_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10700348932296037, + "vlm_logprob": -0.10700348932296037, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.10700348932296037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3146509528160095 + ], + "opposite_logprob_tokens": [ + -1.3146510124206543 + ], + "logprob_reward": -0.3146509528160095, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3146509528160095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16336511075496674, + 0.03940695896744728, + 0.032043278217315674, + 0.08162909746170044, + 0.054452914744615555, + 0.045157939195632935, + 0.14164139330387115, + 0.32251930236816406, + 0.09516987204551697, + 0.02461411990225315 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.3146509528160095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003393024206161 + ], + "opposite_logprob_tokens": [ + -2.6950340270996094 + ], + "logprob_reward": -0.07003393024206161, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003393024206161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11139365285634995, + 0.07764188200235367, + 0.08062905818223953, + 0.09590288996696472, + 0.09190937131643295, + 0.06561388075351715, + 0.09800578653812408, + 0.20198237895965576, + 0.09123297035694122, + 0.08568805456161499 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07003393024206161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11585857719182968, + 0.2856261730194092, + 0.04408835247159004, + 0.06750578433275223, + 0.018215997144579887, + 0.047267526388168335, + 0.057135868817567825, + 0.17530512809753418, + 0.058383941650390625, + 0.13061265647411346 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.011068020947277546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292926222085953 + ], + "opposite_logprob_tokens": [ + -2.237929344177246 + ], + "logprob_reward": -0.11292926222085953, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292926222085953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12858884036540985, + 0.10552174597978592, + 0.058274123817682266, + 0.13128943741321564, + 0.027218345552682877, + 0.04077959433197975, + 0.06297117471694946, + 0.2677844166755676, + 0.0763026773929596, + 0.10126964747905731 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.11292926222085953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026335280388593674 + ], + "opposite_logprob_tokens": [ + -3.6513352394104004 + ], + "logprob_reward": -0.026335280388593674, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026335280388593674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1197725310921669, + 0.12009360641241074, + 0.08758312463760376, + 0.13832953572273254, + 0.10994747281074524, + 0.07156529277563095, + 0.06830935925245285, + 0.12825018167495728, + 0.08822917193174362, + 0.06791973859071732 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.026335280388593674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion tracking shot, filmed from a low angle, sweeps in a smooth arc around its subject, capturing a knight clad in a deep green cotton and linen robe, his long hair tied high with a simple wooden hairpin, deep within a tranquil, dense bamboo forest. His face is stern, his eyes focused as he settles into a steady horse stance, his feet firmly gripping the leaf-strewn ground. In his hand, he clutches a slender, steel-clad longsword, gleaming with a chilling coldness. With a swift and graceful rotation of his body, his arm drives the blade through the air, tracing a swift, flowing silver arc. The slanting afternoon sun penetrates the layers of emerald green bamboo, casting dappled beams of light across the forest floor. The sharp blade, catching these rays with pinpoint precision as it slices the air, emits a dazzling, fleeting flash. Even more visually striking is the powerful airflow generated by the sword's force, which suddenly sweeps up the thick accumulation of withered yellow leaves on the ground, forming a spectacular vortex that swirls and dances around the knight's body, each leaf seemingly resonating with his fierce sword moves. Against a deep green background, the entire scene is punctuated by the flowing silver sword light and the fluttering warm yellow leaves, creating a cinematic atmosphere that blends movement and stillness, imbued with a sense of power and the Zen of martial arts.", + "seed": 5403, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_1200_seed_5403_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09691487725358457, + "vlm_logprob": -0.09691487725358457, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.09691487725358457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3152605891227722 + ], + "opposite_logprob_tokens": [ + -1.315260648727417 + ], + "logprob_reward": -0.3152605891227722, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3152605891227722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30211305618286133, + 0.13322468101978302, + 0.16618342697620392, + 0.03176669776439667, + 0.04272773116827011, + 0.08827508985996246, + 0.03667885810136795, + 0.07876026630401611, + 0.06801698356866837, + 0.05225325748324394 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.3152605891227722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003202423453331 + ], + "opposite_logprob_tokens": [ + -2.350320339202881 + ], + "logprob_reward": -0.1003202423453331, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003202423453331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722521036863327, + 0.12188073992729187, + 0.31146106123924255, + 0.1159534826874733, + 0.07488644123077393, + 0.06875527650117874, + 0.028126750141382217, + 0.04818780720233917, + 0.03184347227215767, + 0.026652881875634193 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1003202423453331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015111466636881232 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015111466636881232, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015111466636881232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1609896570444107, + 0.11508303880691528, + 0.11414268612861633, + 0.1314973682165146, + 0.08753933012485504, + 0.038183290511369705, + 0.24657604098320007, + 0.04889548569917679, + 0.0199076309800148, + 0.037185437977313995 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0015111466636881232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495023354887962 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495023354887962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495023354887962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16522736847400665, + 0.06900347024202347, + 0.09446515142917633, + 0.0968412384390831, + 0.1411910206079483, + 0.06599132716655731, + 0.13969051837921143, + 0.10269421339035034, + 0.0870511382818222, + 0.0378444641828537 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.05495023354887962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532174587249756 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532174587249756, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532174587249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18517573177814484, + 0.07607972621917725, + 0.09262330830097198, + 0.1618577390909195, + 0.06226097792387009, + 0.07892055064439774, + 0.11510911583900452, + 0.06347692757844925, + 0.1169164702296257, + 0.04757945239543915 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.012532174587249756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion tracking shot, filmed from a low angle, sweeps in a smooth arc around its subject, capturing a knight clad in a deep green cotton and linen robe, his long hair tied high with a simple wooden hairpin, deep within a tranquil, dense bamboo forest. His face is stern, his eyes focused as he settles into a steady horse stance, his feet firmly gripping the leaf-strewn ground. In his hand, he clutches a slender, steel-clad longsword, gleaming with a chilling coldness. With a swift and graceful rotation of his body, his arm drives the blade through the air, tracing a swift, flowing silver arc. The slanting afternoon sun penetrates the layers of emerald green bamboo, casting dappled beams of light across the forest floor. The sharp blade, catching these rays with pinpoint precision as it slices the air, emits a dazzling, fleeting flash. Even more visually striking is the powerful airflow generated by the sword's force, which suddenly sweeps up the thick accumulation of withered yellow leaves on the ground, forming a spectacular vortex that swirls and dances around the knight's body, each leaf seemingly resonating with his fierce sword moves. Against a deep green background, the entire scene is punctuated by the flowing silver sword light and the fluttering warm yellow leaves, creating a cinematic atmosphere that blends movement and stillness, imbued with a sense of power and the Zen of martial arts.", + "seed": 5404, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_7/index_1200_seed_5404_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09356037722900509, + "vlm_logprob": -0.09356037722900509, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.09356037722900509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35085955262184143 + ], + "opposite_logprob_tokens": [ + -1.225859522819519 + ], + "logprob_reward": -0.35085955262184143, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35085955262184143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051855362951755524, + 0.05948041006922722, + 0.01446879468858242, + 0.6837868690490723, + 0.016581594944000244, + 0.020294539630413055, + 0.017131434753537178, + 0.01894758641719818, + 0.03910500928759575, + 0.07834833115339279 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.35085955262184143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307710379362106 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307710379362106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307710379362106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09819908440113068, + 0.03812670707702637, + 0.02975940890610218, + 0.16453319787979126, + 0.043626587837934494, + 0.029422499239444733, + 0.029090942814946175, + 0.04827665910124779, + 0.13507644832134247, + 0.38388848304748535 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.04307710379362106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019369428046047688 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019369428046047688, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019369428046047688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07647283375263214, + 0.04931078106164932, + 0.018535302951931953, + 0.39685311913490295, + 0.030795080587267876, + 0.030392607674002647, + 0.029749251902103424, + 0.031024878844618797, + 0.02677004411816597, + 0.31009605526924133 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.0019369428046047688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048650577664375305 + ], + "opposite_logprob_tokens": [ + -3.0486505031585693 + ], + "logprob_reward": -0.048650577664375305, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048650577664375305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05768636614084244, + 0.031916871666908264, + 0.026137763634324074, + 0.5768361687660217, + 0.03294782713055611, + 0.0270497165620327, + 0.011850748211145401, + 0.055497437715530396, + 0.02008422277867794, + 0.15999285876750946 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.048650577664375305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a knight wearing a deep green cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight performing a swift body rotation while driving a steel-clad longsword through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a dense bamboo forest with a leaf-strewn ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible vortex of withered yellow leaves swirling around the knight caused by the sword's force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth arc movement around the subject from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277709260582924 + ], + "opposite_logprob_tokens": [ + -3.773277759552002 + ], + "logprob_reward": -0.023277709260582924, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277709260582924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07903134077787399, + 0.04449984058737755, + 0.027636749669909477, + 0.5599747896194458, + 0.023681292310357094, + 0.02564038708806038, + 0.02501964382827282, + 0.02861776016652584, + 0.031959883868694305, + 0.15393836796283722 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.023277709260582924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_tensor([1276, 1276])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_tensor([1276, 1276])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3442a04ee8f1acf7a375aadd2ace0f0c64388289 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_tensor([1276, 1276])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, majestic vertical ascending shot immerses the viewer in a profound, nearly infinite, pitch-black space. From an invisible, off-screen center, countless soft, star-like particles gracefully emanate. These particles are no mere points of light, but rather living, golden dust particles, each radiating a warm, inner glow. Their forms vary, some as sharp as needlepoint, others shrouded in a hazy halo. They perform a silent ballet in the air, slowly floating, swirling, and interweaving into a shimmering sea of particles. The camera moves upward with a steady, deliberate rhythm, transforming the particles in the foreground into soft bokeh that sweeps across the lens, while those in the distance converge into a dazzling galaxy, creating a powerful sense of depth. Warm gold and amber tones dominate the image, as light intimately interacts, refracts, and diffuses between the particles. As they approach or pass each other, they briefly illuminate each other, creating a constantly shifting, delicate play of light and shadow, ultimately creating a visual atmosphere of profound tranquility, dreaminess, and intimacy.", + "seed": 17476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_1276_seed_17476_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -1.0921465754508972, + "vlm_logprob": -1.0921465754508972, + "vlm_yes_no_margin": 0.5, + "vlm_token_credit": -1.0921465754508972, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.634892463684082 + ], + "opposite_logprob_tokens": [ + -0.009892367757856846 + ], + "logprob_reward": -4.634892463684082, + "yes_no_margin_reward": -4.625, + "token_credit_reward": -4.634892463684082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27819180488586426, + 0.08581041544675827, + 0.21812398731708527, + 0.04061112925410271, + 0.110146164894104, + 0.09779544174671173, + 0.027195962145924568, + 0.09360325336456299, + 0.025908319279551506, + 0.02261350117623806 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -4.634892463684082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07042953372001648 + ], + "opposite_logprob_tokens": [ + -2.695429563522339 + ], + "logprob_reward": -0.07042953372001648, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07042953372001648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24124622344970703, + 0.0667121559381485, + 0.35309723019599915, + 0.03697793930768967, + 0.07533896714448929, + 0.07945580035448074, + 0.026829401031136513, + 0.07266497611999512, + 0.02165323495864868, + 0.026024039834737778 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.07042953372001648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07912492752075195 + ], + "opposite_logprob_tokens": [ + -2.579124927520752 + ], + "logprob_reward": -0.07912492752075195, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07912492752075195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28344103693962097, + 0.10035963356494904, + 0.227931410074234, + 0.04431459307670593, + 0.09610264003276825, + 0.08529940992593765, + 0.05050061643123627, + 0.062210530042648315, + 0.01954559236764908, + 0.030294621363282204 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07912492752075195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474523663520813 + ], + "opposite_logprob_tokens": [ + -0.974523663520813 + ], + "logprob_reward": -0.474523663520813, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474523663520813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14405575394630432, + 0.06272030621767044, + 0.2059074342250824, + 0.07716887444257736, + 0.13902083039283752, + 0.12639649212360382, + 0.024414140731096268, + 0.051933638751506805, + 0.0291129183024168, + 0.1392696052789688 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.474523663520813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20176228880882263 + ], + "opposite_logprob_tokens": [ + -1.701762318611145 + ], + "logprob_reward": -0.20176228880882263, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20176228880882263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3315121829509735, + 0.05055971443653107, + 0.06416504085063934, + 0.09914997220039368, + 0.13602809607982635, + 0.0819757953286171, + 0.08930149674415588, + 0.08253996074199677, + 0.03752445802092552, + 0.027243180200457573 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.20176228880882263 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic vertical ascending shot immerses the viewer in a profound, nearly infinite, pitch-black space. From an invisible, off-screen center, countless soft, star-like particles gracefully emanate. These particles are no mere points of light, but rather living, golden dust particles, each radiating a warm, inner glow. Their forms vary, some as sharp as needlepoint, others shrouded in a hazy halo. They perform a silent ballet in the air, slowly floating, swirling, and interweaving into a shimmering sea of particles. The camera moves upward with a steady, deliberate rhythm, transforming the particles in the foreground into soft bokeh that sweeps across the lens, while those in the distance converge into a dazzling galaxy, creating a powerful sense of depth. Warm gold and amber tones dominate the image, as light intimately interacts, refracts, and diffuses between the particles. As they approach or pass each other, they briefly illuminate each other, creating a constantly shifting, delicate play of light and shadow, ultimately creating a visual atmosphere of profound tranquility, dreaminess, and intimacy.", + "seed": 17477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_1276_seed_17477_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7107049148529768, + "vlm_logprob": -0.7107049148529768, + "vlm_yes_no_margin": 1.275, + "vlm_token_credit": -0.7107049148529768, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9300453662872314 + ], + "opposite_logprob_tokens": [ + -0.055045463144779205 + ], + "logprob_reward": -2.9300453662872314, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9300453662872314, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1111602857708931, + 0.07245324552059174, + 0.025788405910134315, + 0.020503437146544456, + 0.07533496618270874, + 0.3372659683227539, + 0.03500853478908539, + 0.016101587563753128, + 0.1298878937959671, + 0.17649567127227783 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -2.9300453662872314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026466013863682747 + ], + "opposite_logprob_tokens": [ + -3.651466131210327 + ], + "logprob_reward": -0.026466013863682747, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026466013863682747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10088363289833069, + 0.0743323266506195, + 0.027532408013939857, + 0.017276689410209656, + 0.07938458770513535, + 0.3187464475631714, + 0.03344815969467163, + 0.017250098288059235, + 0.08152031153440475, + 0.2496253401041031 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.026466013863682747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055013757199048996 + ], + "opposite_logprob_tokens": [ + -2.930013656616211 + ], + "logprob_reward": -0.055013757199048996, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055013757199048996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1397445648908615, + 0.09372279047966003, + 0.0372774638235569, + 0.06608720123767853, + 0.05995140224695206, + 0.2798100709915161, + 0.04046536237001419, + 0.02177215740084648, + 0.11280681937932968, + 0.1483621746301651 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.055013757199048996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289820194244385 + ], + "opposite_logprob_tokens": [ + -1.0539820194244385 + ], + "logprob_reward": -0.4289820194244385, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289820194244385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08289545029401779, + 0.11140796542167664, + 0.062365561723709106, + 0.06144590303301811, + 0.12295004725456238, + 0.08053392171859741, + 0.028505852445960045, + 0.026560697704553604, + 0.1385246217250824, + 0.28481000661849976 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.4289820194244385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301741749048233 + ], + "opposite_logprob_tokens": [ + -2.2380173206329346 + ], + "logprob_reward": -0.11301741749048233, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301741749048233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16609536111354828, + 0.1102665513753891, + 0.02600356936454773, + 0.10104530304670334, + 0.07373587042093277, + 0.17993059754371643, + 0.02453182078897953, + 0.040180742740631104, + 0.14922335743904114, + 0.12898679077625275 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.11301741749048233 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic vertical ascending shot immerses the viewer in a profound, nearly infinite, pitch-black space. From an invisible, off-screen center, countless soft, star-like particles gracefully emanate. These particles are no mere points of light, but rather living, golden dust particles, each radiating a warm, inner glow. Their forms vary, some as sharp as needlepoint, others shrouded in a hazy halo. They perform a silent ballet in the air, slowly floating, swirling, and interweaving into a shimmering sea of particles. The camera moves upward with a steady, deliberate rhythm, transforming the particles in the foreground into soft bokeh that sweeps across the lens, while those in the distance converge into a dazzling galaxy, creating a powerful sense of depth. Warm gold and amber tones dominate the image, as light intimately interacts, refracts, and diffuses between the particles. As they approach or pass each other, they briefly illuminate each other, creating a constantly shifting, delicate play of light and shadow, ultimately creating a visual atmosphere of profound tranquility, dreaminess, and intimacy.", + "seed": 17478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_1276_seed_17478_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6430456884205341, + "vlm_logprob": -0.6430456884205341, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.6430456884205341, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695159435272217 + ], + "opposite_logprob_tokens": [ + -0.07015940546989441 + ], + "logprob_reward": -2.695159435272217, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695159435272217, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2996152341365814, + 0.014981145039200783, + 0.3329886496067047, + 0.021347342059016228, + 0.04302658885717392, + 0.05085986852645874, + 0.013339188881218433, + 0.04852991923689842, + 0.012541012838482857, + 0.16277101635932922 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -2.695159435272217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020648986101150513 + ], + "opposite_logprob_tokens": [ + -3.895648956298828 + ], + "logprob_reward": -0.020648986101150513, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020648986101150513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2421746850013733, + 0.023838061839342117, + 0.2974843978881836, + 0.028030090034008026, + 0.02883659116923809, + 0.038878392428159714, + 0.020562434569001198, + 0.04193686321377754, + 0.018979083746671677, + 0.25927937030792236 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.020648986101150513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309137538075447 + ], + "opposite_logprob_tokens": [ + -3.168091297149658 + ], + "logprob_reward": -0.04309137538075447, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309137538075447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26746001839637756, + 0.036747027188539505, + 0.29062938690185547, + 0.023693423718214035, + 0.09517336636781693, + 0.04261357709765434, + 0.025004776194691658, + 0.025263041257858276, + 0.04570314288139343, + 0.14771218597888947 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.04309137538075447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134710490703583 + ], + "opposite_logprob_tokens": [ + -1.3134710788726807 + ], + "logprob_reward": -0.3134710490703583, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134710490703583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07733944803476334, + 0.024449631571769714, + 0.0630904957652092, + 0.05583522841334343, + 0.04253191873431206, + 0.02836095355451107, + 0.01316833309829235, + 0.04557029902935028, + 0.011825409717857838, + 0.6378282904624939 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.3134710490703583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428575962781906 + ], + "opposite_logprob_tokens": [ + -2.017857551574707 + ], + "logprob_reward": -0.1428575962781906, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428575962781906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20982423424720764, + 0.06676649302244186, + 0.10292105376720428, + 0.057476382702589035, + 0.07530198246240616, + 0.0386984646320343, + 0.0175060722976923, + 0.019969120621681213, + 0.02136189490556717, + 0.3901742398738861 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.1428575962781906 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, majestic vertical ascending shot immerses the viewer in a profound, nearly infinite, pitch-black space. From an invisible, off-screen center, countless soft, star-like particles gracefully emanate. These particles are no mere points of light, but rather living, golden dust particles, each radiating a warm, inner glow. Their forms vary, some as sharp as needlepoint, others shrouded in a hazy halo. They perform a silent ballet in the air, slowly floating, swirling, and interweaving into a shimmering sea of particles. The camera moves upward with a steady, deliberate rhythm, transforming the particles in the foreground into soft bokeh that sweeps across the lens, while those in the distance converge into a dazzling galaxy, creating a powerful sense of depth. Warm gold and amber tones dominate the image, as light intimately interacts, refracts, and diffuses between the particles. As they approach or pass each other, they briefly illuminate each other, creating a constantly shifting, delicate play of light and shadow, ultimately creating a visual atmosphere of profound tranquility, dreaminess, and intimacy.", + "seed": 17479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_8/index_1276_seed_17479_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -1.0767386265099048, + "vlm_logprob": -1.0767386265099048, + "vlm_yes_no_margin": 0.725000011920929, + "vlm_token_credit": -1.0767386265099048, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.758763313293457 + ], + "opposite_logprob_tokens": [ + -0.008763544261455536 + ], + "logprob_reward": -4.758763313293457, + "yes_no_margin_reward": -4.75, + "token_credit_reward": -4.758763313293457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09281972050666809, + 0.091203473508358, + 0.012625934556126595, + 0.026911340653896332, + 0.033720020204782486, + 0.024784354493021965, + 0.07969380915164948, + 0.01715690828859806, + 0.016306772828102112, + 0.6047776937484741 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -4.758763313293457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0624394416809082 + ], + "opposite_logprob_tokens": [ + -2.812439441680908 + ], + "logprob_reward": -0.0624394416809082, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0624394416809082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11223054677248001, + 0.10458407551050186, + 0.021431149914860725, + 0.03546976298093796, + 0.040831804275512695, + 0.03417155146598816, + 0.0913202166557312, + 0.023351255804300308, + 0.019955791532993317, + 0.516653835773468 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0624394416809082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06214463338255882 + ], + "opposite_logprob_tokens": [ + -2.8121445178985596 + ], + "logprob_reward": -0.06214463338255882, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06214463338255882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12021034210920334, + 0.09046176820993423, + 0.02046705037355423, + 0.03154207393527031, + 0.030958184972405434, + 0.027011940255761147, + 0.11266841739416122, + 0.037123508751392365, + 0.018441513180732727, + 0.5111151933670044 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06214463338255882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3872784972190857 + ], + "opposite_logprob_tokens": [ + -1.1372785568237305 + ], + "logprob_reward": -0.3872784972190857, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3872784972190857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1774798035621643, + 0.08401612192392349, + 0.01891789771616459, + 0.07240716367959976, + 0.07329200953245163, + 0.03056694194674492, + 0.2384634017944336, + 0.09795379638671875, + 0.027497345581650734, + 0.17940552532672882 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.3872784972190857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pitch-black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the particles golden and emitting a warm inner glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the particles vary in form between sharp needle-like points and hazy halos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move upward with a steady, deliberate rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the foreground particles transform into soft bokeh while distant particles converge into a galaxy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11306724697351456 + ], + "opposite_logprob_tokens": [ + -2.238067150115967 + ], + "logprob_reward": -0.11306724697351456, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11306724697351456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1263933926820755, + 0.1919265240430832, + 0.024563699960708618, + 0.0792163759469986, + 0.06874898076057434, + 0.051598306745290756, + 0.16598069667816162, + 0.037242040038108826, + 0.018070122227072716, + 0.2362598180770874 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.11306724697351456 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_tensor([2332, 2332])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_tensor([2332, 2332])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5dbe6538def279317c4dc927605de6c9995f8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_tensor([2332, 2332])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic wide shot unfolds on a lone sailboat, its vibrant white canvas sails heaving and taut with the wind, gliding swiftly across the deep blue ocean. The vessel, an elegant clarinet with a polished wooden hull that catches the light, cuts decisively through the gentle waves, leaving a clean, creamy wake in its wake. The entire scene is bathed in the warm, ethereal glow of golden hour; the low-hanging sun casts a shimmering lava path across the water, causing the wave crests to glitter. The camera then begins a slow, steady pullback, smoothly transitioning to an extreme wide shot. As the shot retreats, the sailboat's size gradually diminishes, powerfully emphasizing its isolation against the vastness of the open ocean, until it becomes a single, elegant white dot against the vast expanse. This movement reveals an endless, shimmering horizon, where the fiery orange and soft violet hues of the sunset sky merge seamlessly into the boundless ocean, creating an atmosphere of serene majesty and profound, peaceful solitude.", + "seed": 23557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_2332_seed_23557_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -1.3513556733727454, + "vlm_logprob": -1.3513556733727454, + "vlm_yes_no_margin": 0.725, + "vlm_token_credit": -1.3513556733727454, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0435224324464798 + ], + "opposite_logprob_tokens": [ + -3.168522357940674 + ], + "logprob_reward": -0.0435224324464798, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0435224324464798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07675565779209137, + 0.03534122556447983, + 0.04536869376897812, + 0.08359766006469727, + 0.024389177560806274, + 0.08228055387735367, + 0.27295058965682983, + 0.07292993366718292, + 0.17860521376132965, + 0.12778134644031525 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0435224324464798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -6.376730918884277 + ], + "opposite_logprob_tokens": [ + -0.0017308506648987532 + ], + "logprob_reward": -6.376730918884277, + "yes_no_margin_reward": -6.375, + "token_credit_reward": -6.376730918884277, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06486150622367859, + 0.02443174459040165, + 0.05138222500681877, + 0.026167239993810654, + 0.02127154916524887, + 0.023966645821928978, + 0.6421408653259277, + 0.024054212495684624, + 0.026397032663226128, + 0.09532700479030609 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -6.376730918884277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04324619472026825 + ], + "opposite_logprob_tokens": [ + -3.168246269226074 + ], + "logprob_reward": -0.04324619472026825, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04324619472026825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0856061726808548, + 0.04072486236691475, + 0.05661529675126076, + 0.024823710322380066, + 0.024536695331335068, + 0.0481736995279789, + 0.4378761053085327, + 0.049161747097969055, + 0.13656044006347656, + 0.09592125564813614 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.04324619472026825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11313048750162125 + ], + "opposite_logprob_tokens": [ + -2.238130569458008 + ], + "logprob_reward": -0.11313048750162125, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11313048750162125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02908841148018837, + 0.02279570885002613, + 0.09864332526922226, + 0.0322299487888813, + 0.019655562937259674, + 0.019059035927057266, + 0.048622436821460724, + 0.06994196772575378, + 0.3665098547935486, + 0.29345375299453735 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.11313048750162125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18014833331108093 + ], + "opposite_logprob_tokens": [ + -1.8051483631134033 + ], + "logprob_reward": -0.18014833331108093, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18014833331108093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043321315199136734, + 0.028570039197802544, + 0.05847344920039177, + 0.012554665096104145, + 0.022260349243879318, + 0.02923615276813507, + 0.5212453007698059, + 0.034726765006780624, + 0.1796531081199646, + 0.06995882838964462 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.18014833331108093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic wide shot unfolds on a lone sailboat, its vibrant white canvas sails heaving and taut with the wind, gliding swiftly across the deep blue ocean. The vessel, an elegant clarinet with a polished wooden hull that catches the light, cuts decisively through the gentle waves, leaving a clean, creamy wake in its wake. The entire scene is bathed in the warm, ethereal glow of golden hour; the low-hanging sun casts a shimmering lava path across the water, causing the wave crests to glitter. The camera then begins a slow, steady pullback, smoothly transitioning to an extreme wide shot. As the shot retreats, the sailboat's size gradually diminishes, powerfully emphasizing its isolation against the vastness of the open ocean, until it becomes a single, elegant white dot against the vast expanse. This movement reveals an endless, shimmering horizon, where the fiery orange and soft violet hues of the sunset sky merge seamlessly into the boundless ocean, creating an atmosphere of serene majesty and profound, peaceful solitude.", + "seed": 23558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_2332_seed_23558_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -1.4582748748362064, + "vlm_logprob": -1.4582748748362064, + "vlm_yes_no_margin": 0.7999999761581421, + "vlm_token_credit": -1.4582748748362064, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03883030265569687 + ], + "opposite_logprob_tokens": [ + -3.288830280303955 + ], + "logprob_reward": -0.03883030265569687, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03883030265569687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030572595074772835, + 0.058492813259363174, + 0.03066440112888813, + 0.11645076423883438, + 0.026109781116247177, + 0.43081313371658325, + 0.05220833793282509, + 0.056466683745384216, + 0.1208057701587677, + 0.07741571217775345 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.03883030265569687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -7.000939846038818 + ], + "opposite_logprob_tokens": [ + -0.0009398810216225684 + ], + "logprob_reward": -7.000939846038818, + "yes_no_margin_reward": -7.0, + "token_credit_reward": -7.000939846038818, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0246892087161541, + 0.017699334770441055, + 0.01606040820479393, + 0.25456899404525757, + 0.01769326813519001, + 0.17661474645137787, + 0.09132125228643417, + 0.06295599788427353, + 0.20052601397037506, + 0.13787075877189636 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -7.000939846038818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03830784931778908 + ], + "opposite_logprob_tokens": [ + -3.2883079051971436 + ], + "logprob_reward": -0.03830784931778908, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03830784931778908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013419884257018566, + 0.011531922034919262, + 0.003452052129432559, + 0.20517168939113617, + 0.009601244702935219, + 0.575169563293457, + 0.027782905846834183, + 0.020526675507426262, + 0.0452251210808754, + 0.08811894804239273 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.03830784931778908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0702265277504921 + ], + "opposite_logprob_tokens": [ + -2.6952264308929443 + ], + "logprob_reward": -0.0702265277504921, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0702265277504921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012430058792233467, + 0.008097019046545029, + 0.006217932794243097, + 0.23038439452648163, + 0.016273269429802895, + 0.4206187129020691, + 0.05492076277732849, + 0.04305208474397659, + 0.06306243687868118, + 0.14494340121746063 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.0702265277504921 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14306984841823578 + ], + "opposite_logprob_tokens": [ + -2.0180697441101074 + ], + "logprob_reward": -0.14306984841823578, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14306984841823578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.004317279439419508, + 0.011500987224280834, + 0.0030845501460134983, + 0.018530981615185738, + 0.018947938457131386, + 0.7990128397941589, + 0.014874325133860111, + 0.010155902244150639, + 0.010483919642865658, + 0.1090913861989975 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.14306984841823578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic wide shot unfolds on a lone sailboat, its vibrant white canvas sails heaving and taut with the wind, gliding swiftly across the deep blue ocean. The vessel, an elegant clarinet with a polished wooden hull that catches the light, cuts decisively through the gentle waves, leaving a clean, creamy wake in its wake. The entire scene is bathed in the warm, ethereal glow of golden hour; the low-hanging sun casts a shimmering lava path across the water, causing the wave crests to glitter. The camera then begins a slow, steady pullback, smoothly transitioning to an extreme wide shot. As the shot retreats, the sailboat's size gradually diminishes, powerfully emphasizing its isolation against the vastness of the open ocean, until it becomes a single, elegant white dot against the vast expanse. This movement reveals an endless, shimmering horizon, where the fiery orange and soft violet hues of the sunset sky merge seamlessly into the boundless ocean, creating an atmosphere of serene majesty and profound, peaceful solitude.", + "seed": 23559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_2332_seed_23559_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -1.4239272445440292, + "vlm_logprob": -1.4239272445440292, + "vlm_yes_no_margin": 0.775, + "vlm_token_credit": -1.4239272445440292, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03854404762387276 + ], + "opposite_logprob_tokens": [ + -3.288543939590454 + ], + "logprob_reward": -0.03854404762387276, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03854404762387276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2676130533218384, + 0.14024965465068817, + 0.07825396955013275, + 0.08470968157052994, + 0.11826182156801224, + 0.029127145186066628, + 0.08196638524532318, + 0.0652691051363945, + 0.09279003739356995, + 0.041759151965379715 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03854404762387276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -6.751193046569824 + ], + "opposite_logprob_tokens": [ + -0.0011928117601200938 + ], + "logprob_reward": -6.751193046569824, + "yes_no_margin_reward": -6.75, + "token_credit_reward": -6.751193046569824, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3077806830406189, + 0.12528499960899353, + 0.14690355956554413, + 0.034940749406814575, + 0.05770755186676979, + 0.03037871979176998, + 0.04849608615040779, + 0.0602070689201355, + 0.1195298582315445, + 0.06877065449953079 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -6.751193046569824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0338585264980793 + ], + "opposite_logprob_tokens": [ + -3.40885853767395 + ], + "logprob_reward": -0.0338585264980793, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0338585264980793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22532619535923004, + 0.08093629777431488, + 0.0867745503783226, + 0.030046436935663223, + 0.04025904834270477, + 0.03876611962914467, + 0.07751559466123581, + 0.06636276841163635, + 0.24029116332530975, + 0.1137218177318573 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0338585264980793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07017496973276138 + ], + "opposite_logprob_tokens": [ + -2.6951749324798584 + ], + "logprob_reward": -0.07017496973276138, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07017496973276138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390838623046875, + 0.05986785516142845, + 0.08142872899770737, + 0.02187524363398552, + 0.04027014970779419, + 0.07280562818050385, + 0.059753719717264175, + 0.05775129050016403, + 0.4096709191799164, + 0.05749261751770973 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.07017496973276138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22586563229560852 + ], + "opposite_logprob_tokens": [ + -1.6008656024932861 + ], + "logprob_reward": -0.22586563229560852, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22586563229560852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09151110053062439, + 0.08821381628513336, + 0.04190637543797493, + 0.05297540873289108, + 0.03583073616027832, + 0.03396615386009216, + 0.02789994701743126, + 0.08358442038297653, + 0.37243637442588806, + 0.17167571187019348 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.22586563229560852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic wide shot unfolds on a lone sailboat, its vibrant white canvas sails heaving and taut with the wind, gliding swiftly across the deep blue ocean. The vessel, an elegant clarinet with a polished wooden hull that catches the light, cuts decisively through the gentle waves, leaving a clean, creamy wake in its wake. The entire scene is bathed in the warm, ethereal glow of golden hour; the low-hanging sun casts a shimmering lava path across the water, causing the wave crests to glitter. The camera then begins a slow, steady pullback, smoothly transitioning to an extreme wide shot. As the shot retreats, the sailboat's size gradually diminishes, powerfully emphasizing its isolation against the vastness of the open ocean, until it becomes a single, elegant white dot against the vast expanse. This movement reveals an endless, shimmering horizon, where the fiery orange and soft violet hues of the sunset sky merge seamlessly into the boundless ocean, creating an atmosphere of serene majesty and profound, peaceful solitude.", + "seed": 23560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000173/group_9/index_2332_seed_23560_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -1.3248627476394177, + "vlm_logprob": -1.3248627476394177, + "vlm_yes_no_margin": 0.55, + "vlm_token_credit": -1.3248627476394177, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08994179964065552 + ], + "opposite_logprob_tokens": [ + -2.4649417400360107 + ], + "logprob_reward": -0.08994179964065552, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08994179964065552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1236792653799057, + 0.027351923286914825, + 0.16652676463127136, + 0.07013703882694244, + 0.05414669215679169, + 0.08275222778320312, + 0.02157052420079708, + 0.11324749886989594, + 0.03669224679470062, + 0.30389583110809326 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.08994179964065552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -6.127217769622803 + ], + "opposite_logprob_tokens": [ + -0.002217930741608143 + ], + "logprob_reward": -6.127217769622803, + "yes_no_margin_reward": -6.125, + "token_credit_reward": -6.127217769622803, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12128656357526779, + 0.10643817484378815, + 0.3447810113430023, + 0.23325707018375397, + 0.032796815037727356, + 0.026554835960268974, + 0.026697484776377678, + 0.020809194073081017, + 0.020105130970478058, + 0.06727373600006104 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -6.127217769622803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03827790543437004 + ], + "opposite_logprob_tokens": [ + -3.2882778644561768 + ], + "logprob_reward": -0.03827790543437004, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03827790543437004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07576692849397659, + 0.06679557263851166, + 0.30565565824508667, + 0.377078652381897, + 0.021746035665273666, + 0.03871753811836243, + 0.022875921800732613, + 0.04006814584136009, + 0.01105970237404108, + 0.04023587703704834 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03827790543437004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22584299743175507 + ], + "opposite_logprob_tokens": [ + -1.6008429527282715 + ], + "logprob_reward": -0.22584299743175507, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22584299743175507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049714673310518265, + 0.05055898055434227, + 0.21981099247932434, + 0.521328866481781, + 0.021368147805333138, + 0.022161265835165977, + 0.029480814933776855, + 0.05519239977002144, + 0.020265748724341393, + 0.010118138045072556 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.22584299743175507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sailboat with vibrant white canvas sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sailboat described as an elegant clarinet with a polished wooden hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene bathed in the warm, ethereal glow of golden hour with a fiery orange and soft violet sunset sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a cinematic wide shot and then perform a slow, steady pullback to an extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the sailboat leave a clean, creamy wake as it glides across the deep blue ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14303326606750488 + ], + "opposite_logprob_tokens": [ + -2.018033266067505 + ], + "logprob_reward": -0.14303326606750488, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14303326606750488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040435437113046646, + 0.019826559349894524, + 0.17585372924804688, + 0.6728670001029968, + 0.013902881182730198, + 0.01540868729352951, + 0.011489070020616055, + 0.015257134102284908, + 0.01569277234375477, + 0.019266698509454727 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.14303326606750488 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_tensor([7617, 7617])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_tensor([7617, 7617])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17f179790d6effe4a87a3a1c1efbc16a55df0b42 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_tensor([7617, 7617])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a heavy, dark cast iron pot on a kitchen gas stove. Within, a translucent amber liquid seethes and boils violently, countless bubbles of varying sizes erupting from the bottom and rapidly bursting at the surface, stirring up a chaotic and vibrant scene. A soft yet clearly directed sidelight streams in from the left side of the frame, precisely capturing and sculpting the thick, white vapor rising from the pot. The light penetrates the steam, imbuing it with rich layers and a distinct sense of volume. Each wisp of steam is framed by a luminous, almost divine halo, imbued with texture. This light simultaneously casts deep shadows and subtle highlights on the cast iron pot's rough surface, set against a slightly out-of-focus, vintage-looking off-white tiled wall. The whole picture is warm and rich in color, perfectly replicating the iconic portrait aesthetic of Annie Leibovitz's photography works, which combines dramatic tension and delicate texture, creating an almost solidified atmosphere of tranquility and concentration captured in the dynamic chaos.", + "seed": 32476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_7617_seed_32476_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06178681552410126, + "vlm_logprob": -0.06178681552410126, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.06178681552410126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07275619357824326 + ], + "opposite_logprob_tokens": [ + -2.697756290435791 + ], + "logprob_reward": -0.07275619357824326, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07275619357824326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1362437605857849, + 0.04606291279196739, + 0.13161040842533112, + 0.033994484692811966, + 0.04689193144440651, + 0.045232947915792465, + 0.40914055705070496, + 0.07212526351213455, + 0.037468623369932175, + 0.04122912511229515 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07275619357824326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428370326757431 + ], + "opposite_logprob_tokens": [ + -2.0178370475769043 + ], + "logprob_reward": -0.1428370326757431, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428370326757431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09480534493923187, + 0.1976921260356903, + 0.08137205988168716, + 0.12317456305027008, + 0.06589165329933167, + 0.028298068791627884, + 0.14762446284294128, + 0.15167343616485596, + 0.06467468291521072, + 0.044793590903282166 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.1428370326757431 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371366113424301 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371366113424301, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371366113424301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1300644427537918, + 0.06168248504400253, + 0.11892139166593552, + 0.11131943762302399, + 0.35067859292030334, + 0.03529205918312073, + 0.026381511241197586, + 0.05808057263493538, + 0.06866640597581863, + 0.03891308233141899 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.03371366113424301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980376034975052 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.02980376034975052, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980376034975052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12411181628704071, + 0.08424236625432968, + 0.05617740377783775, + 0.0780891701579094, + 0.12314295768737793, + 0.04031796753406525, + 0.03799545764923096, + 0.37156301736831665, + 0.06216311454772949, + 0.022196702659130096 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.02980376034975052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823429882526398 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.029823429882526398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823429882526398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05491282790899277, + 0.10198823362588882, + 0.1688813865184784, + 0.05370700731873512, + 0.11430227011442184, + 0.09973491728305817, + 0.07137876749038696, + 0.28016915917396545, + 0.014141193591058254, + 0.040784284472465515 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.029823429882526398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a heavy, dark cast iron pot on a kitchen gas stove. Within, a translucent amber liquid seethes and boils violently, countless bubbles of varying sizes erupting from the bottom and rapidly bursting at the surface, stirring up a chaotic and vibrant scene. A soft yet clearly directed sidelight streams in from the left side of the frame, precisely capturing and sculpting the thick, white vapor rising from the pot. The light penetrates the steam, imbuing it with rich layers and a distinct sense of volume. Each wisp of steam is framed by a luminous, almost divine halo, imbued with texture. This light simultaneously casts deep shadows and subtle highlights on the cast iron pot's rough surface, set against a slightly out-of-focus, vintage-looking off-white tiled wall. The whole picture is warm and rich in color, perfectly replicating the iconic portrait aesthetic of Annie Leibovitz's photography works, which combines dramatic tension and delicate texture, creating an almost solidified atmosphere of tranquility and concentration captured in the dynamic chaos.", + "seed": 32477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_7617_seed_32477_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11463397722691297, + "vlm_logprob": -0.11463397722691297, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.11463397722691297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43021488189697266 + ], + "opposite_logprob_tokens": [ + -1.0552148818969727 + ], + "logprob_reward": -0.43021488189697266, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43021488189697266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022006062790751457, + 0.03248533606529236, + 0.15547826886177063, + 0.0197010301053524, + 0.023397181183099747, + 0.6183425784111023, + 0.06717488169670105, + 0.03896775469183922, + 0.013981939293444157, + 0.008464944548904896 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.43021488189697266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907882869243622 + ], + "opposite_logprob_tokens": [ + -2.464078903198242 + ], + "logprob_reward": -0.08907882869243622, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907882869243622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0738917663693428, + 0.09864696860313416, + 0.06567054241895676, + 0.031385645270347595, + 0.03925730660557747, + 0.5927215218544006, + 0.03283219411969185, + 0.030928345397114754, + 0.021024396643042564, + 0.013641290366649628 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.08907882869243622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371607884764671 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371607884764671, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371607884764671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040700118988752365, + 0.05675964802503586, + 0.11436875909566879, + 0.03224341198801994, + 0.09434888511896133, + 0.36305469274520874, + 0.16872398555278778, + 0.059784483164548874, + 0.048197366297245026, + 0.02181861363351345 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.03371607884764671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197180047631264 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197180047631264, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197180047631264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046553123742341995, + 0.06847251206636429, + 0.13025717437267303, + 0.028195509687066078, + 0.05557789281010628, + 0.4442062973976135, + 0.09861735254526138, + 0.07811646163463593, + 0.03603322058916092, + 0.013970392756164074 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.014197180047631264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962916649878025 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005962916649878025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962916649878025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05290884152054787, + 0.03227843716740608, + 0.04261447861790657, + 0.029664568603038788, + 0.06619275361299515, + 0.5926604866981506, + 0.09373372048139572, + 0.025618381798267365, + 0.04345422610640526, + 0.02087416872382164 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.005962916649878025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a heavy, dark cast iron pot on a kitchen gas stove. Within, a translucent amber liquid seethes and boils violently, countless bubbles of varying sizes erupting from the bottom and rapidly bursting at the surface, stirring up a chaotic and vibrant scene. A soft yet clearly directed sidelight streams in from the left side of the frame, precisely capturing and sculpting the thick, white vapor rising from the pot. The light penetrates the steam, imbuing it with rich layers and a distinct sense of volume. Each wisp of steam is framed by a luminous, almost divine halo, imbued with texture. This light simultaneously casts deep shadows and subtle highlights on the cast iron pot's rough surface, set against a slightly out-of-focus, vintage-looking off-white tiled wall. The whole picture is warm and rich in color, perfectly replicating the iconic portrait aesthetic of Annie Leibovitz's photography works, which combines dramatic tension and delicate texture, creating an almost solidified atmosphere of tranquility and concentration captured in the dynamic chaos.", + "seed": 32478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_7617_seed_32478_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03415698893368244, + "vlm_logprob": -0.03415698893368244, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03415698893368244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012609870173037052 + ], + "opposite_logprob_tokens": [ + -4.637609958648682 + ], + "logprob_reward": -0.012609870173037052, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012609870173037052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996940851211548, + 0.27613651752471924, + 0.03431769087910652, + 0.08163616061210632, + 0.046477675437927246, + 0.12191694229841232, + 0.11303410679101944, + 0.11830505728721619, + 0.03063439205288887, + 0.037572067230939865 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.012609870173037052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036542266607285 + ], + "opposite_logprob_tokens": [ + -2.350365400314331 + ], + "logprob_reward": -0.10036542266607285, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036542266607285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08476901799440384, + 0.30903360247612, + 0.22540283203125, + 0.15343719720840454, + 0.10193603485822678, + 0.04364073649048805, + 0.026333248242735863, + 0.01396365836262703, + 0.02826501801609993, + 0.013218702748417854 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.10036542266607285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819495975971222 + ], + "opposite_logprob_tokens": [ + -3.5298194885253906 + ], + "logprob_reward": -0.029819495975971222, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819495975971222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1417759507894516, + 0.09600286185741425, + 0.09223534911870956, + 0.19737249612808228, + 0.17731384932994843, + 0.060691338032484055, + 0.054609719663858414, + 0.07034628093242645, + 0.06747207045555115, + 0.04218011721968651 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.029819495975971222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192103132605553 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192103132605553, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192103132605553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1884617805480957, + 0.16857217252254486, + 0.07753489166498184, + 0.0614248551428318, + 0.10523124039173126, + 0.12464045733213425, + 0.08640658110380173, + 0.046125076711177826, + 0.07163898646831512, + 0.0699639618396759 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.018192103132605553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798052720725536 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798052720725536, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798052720725536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035250697284936905, + 0.09901463240385056, + 0.13544344902038574, + 0.04461105912923813, + 0.12360481917858124, + 0.40346768498420715, + 0.03616385534405708, + 0.0724768415093422, + 0.03151314705610275, + 0.018453815951943398 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.009798052720725536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a heavy, dark cast iron pot on a kitchen gas stove. Within, a translucent amber liquid seethes and boils violently, countless bubbles of varying sizes erupting from the bottom and rapidly bursting at the surface, stirring up a chaotic and vibrant scene. A soft yet clearly directed sidelight streams in from the left side of the frame, precisely capturing and sculpting the thick, white vapor rising from the pot. The light penetrates the steam, imbuing it with rich layers and a distinct sense of volume. Each wisp of steam is framed by a luminous, almost divine halo, imbued with texture. This light simultaneously casts deep shadows and subtle highlights on the cast iron pot's rough surface, set against a slightly out-of-focus, vintage-looking off-white tiled wall. The whole picture is warm and rich in color, perfectly replicating the iconic portrait aesthetic of Annie Leibovitz's photography works, which combines dramatic tension and delicate texture, creating an almost solidified atmosphere of tranquility and concentration captured in the dynamic chaos.", + "seed": 32479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_0/index_7617_seed_32479_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023298832587897778, + "vlm_logprob": -0.023298832587897778, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.023298832587897778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024679796770215034 + ], + "opposite_logprob_tokens": [ + -3.8996798992156982 + ], + "logprob_reward": -0.024679796770215034, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024679796770215034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013266345486044884, + 0.02823740616440773, + 0.007415827829390764, + 0.01874784752726555, + 0.8076293468475342, + 0.043301891535520554, + 0.028827782720327377, + 0.021811624988913536, + 0.01263060700148344, + 0.018131250515580177 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.024679796770215034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609166473150253 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609166473150253, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609166473150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11254361271858215, + 0.06053704023361206, + 0.09103904664516449, + 0.0754215344786644, + 0.3747153878211975, + 0.04672497883439064, + 0.027367178350687027, + 0.05964161083102226, + 0.12803764641284943, + 0.023971963673830032 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.020609166473150253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117725402116776 + ], + "opposite_logprob_tokens": [ + -3.2881176471710205 + ], + "logprob_reward": -0.038117725402116776, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117725402116776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00600716657936573, + 0.004219157621264458, + 0.009257171303033829, + 0.016801951453089714, + 0.9229521751403809, + 0.009802772663533688, + 0.017661206424236298, + 0.005003166384994984, + 0.006345396861433983, + 0.0019497951725497842 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.038117725402116776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04872496798634529, + 0.06341804563999176, + 0.043496023863554, + 0.036872223019599915, + 0.6245445609092712, + 0.0786392092704773, + 0.04466401785612106, + 0.022647952660918236, + 0.01959412358701229, + 0.017398949712514877 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a heavy, dark cast iron pot on a kitchen gas stove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a translucent amber liquid inside the pot seething and boiling violently with countless bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a soft yet clearly directed sidelight streaming in from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly out-of-focus, vintage-looking off-white tiled wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and is the shot static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0570346862077713, + 0.09895594418048859, + 0.08394858241081238, + 0.031011804938316345, + 0.5521499514579773, + 0.06271079927682877, + 0.01941497065126896, + 0.0272580087184906, + 0.03610110655426979, + 0.031414102762937546 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.009794275276362896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_tensor([9021, 9021])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_tensor([9021, 9021])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ce5da18b55db8ff89548e1b948a717fd36eaa32f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_tensor([9021, 9021])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "It's an extreme wide shot, the camera panning slowly and ominously across the silent void of deep space, focusing on the impending collision of two celestial bodies. On the left, the vibrant blue marble of Earth hangs in lifelike detail, its oceans a deep sapphire, its continents a patchwork of greens and browns, all obscured by delicate, swirling white clouds and enveloped in a thin, glowing atmospheric halo. Approaching from the right is a massive, barren rogue planet, its surface a rust-colored rock and dark, pockmarked craters, emitting a faint, sickly purple glow from the depths of ancient antiquity. As the two planets inexorably approach, the moment of collision is silent yet catastrophic; the rogue planet's crust first makes contact with Earth's atmosphere, which ripples and ignites in a bright, expanding ring of superheated gas. Immediately afterwards, Earth's surface begins to crack from the point of impact, a spiderweb of fiery orange energy spreading across the continents and oceans as fast as lightning. This culminated in an outward eruption of dazzling, all-consuming flashes of cataclysmic energy of white and yellow, instantly overwhelmed the frame and flung chunks of planetary debris into the cold vacuum, conveying a terrifying and awe-inspiring atmosphere of cosmic destruction on an unimaginable scale.", + "seed": 2424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_9021_seed_2424_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21264922128757463, + "vlm_logprob": -0.21264922128757463, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.21264922128757463, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.056145429611206 + ], + "opposite_logprob_tokens": [ + -0.43114542961120605 + ], + "logprob_reward": -1.056145429611206, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.056145429611206, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0460614413022995, + 0.04574160277843475, + 0.01566283218562603, + 0.11606203764677048, + 0.07630165666341782, + 0.3293839991092682, + 0.2344653159379959, + 0.06642413884401321, + 0.03543839603662491, + 0.03445849567651749 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -1.056145429611206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008366183610633016 + ], + "opposite_logprob_tokens": [ + -7.1258368492126465 + ], + "logprob_reward": -0.0008366183610633016, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008366183610633016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12339059263467789, + 0.07890644669532776, + 0.02699485421180725, + 0.07203411310911179, + 0.06448915600776672, + 0.13952860236167908, + 0.2800171971321106, + 0.06054800748825073, + 0.11903297156095505, + 0.03505802899599075 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.0008366183610633016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022047278471291065 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022047278471291065, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022047278471291065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08062844723463058, + 0.0435648150742054, + 0.03830506652593613, + 0.05019031837582588, + 0.19844479858875275, + 0.08992283046245575, + 0.30531859397888184, + 0.06740035116672516, + 0.10120612382888794, + 0.025018664076924324 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.0022047278471291065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003620974952355027 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.003620974952355027, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003620974952355027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022919606417417526, + 0.009688692167401314, + 0.01688578352332115, + 0.031435608863830566, + 0.06393930315971375, + 0.06871862709522247, + 0.34127020835876465, + 0.12589624524116516, + 0.2691934406757355, + 0.05005250498652458 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.003620974952355027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004383556661196053 + ], + "opposite_logprob_tokens": [ + -7.750438213348389 + ], + "logprob_reward": -0.0004383556661196053, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004383556661196053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146584615111351, + 0.030727853998541832, + 0.02485579624772072, + 0.10310714691877365, + 0.10983327776193619, + 0.1335524618625641, + 0.13621479272842407, + 0.09495216608047485, + 0.10574938356876373, + 0.11442258208990097 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0004383556661196053 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's an extreme wide shot, the camera panning slowly and ominously across the silent void of deep space, focusing on the impending collision of two celestial bodies. On the left, the vibrant blue marble of Earth hangs in lifelike detail, its oceans a deep sapphire, its continents a patchwork of greens and browns, all obscured by delicate, swirling white clouds and enveloped in a thin, glowing atmospheric halo. Approaching from the right is a massive, barren rogue planet, its surface a rust-colored rock and dark, pockmarked craters, emitting a faint, sickly purple glow from the depths of ancient antiquity. As the two planets inexorably approach, the moment of collision is silent yet catastrophic; the rogue planet's crust first makes contact with Earth's atmosphere, which ripples and ignites in a bright, expanding ring of superheated gas. Immediately afterwards, Earth's surface begins to crack from the point of impact, a spiderweb of fiery orange energy spreading across the continents and oceans as fast as lightning. This culminated in an outward eruption of dazzling, all-consuming flashes of cataclysmic energy of white and yellow, instantly overwhelmed the frame and flung chunks of planetary debris into the cold vacuum, conveying a terrifying and awe-inspiring atmosphere of cosmic destruction on an unimaginable scale.", + "seed": 2425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_9021_seed_2425_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055451912130229174, + "vlm_logprob": -0.055451912130229174, + "vlm_yes_no_margin": 5.425, + "vlm_token_credit": -0.055451912130229174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26434507966041565 + ], + "opposite_logprob_tokens": [ + -1.5143450498580933 + ], + "logprob_reward": -0.26434507966041565, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26434507966041565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09816786646842957, + 0.1126970425248146, + 0.02367165870964527, + 0.10432854294776917, + 0.0609874464571476, + 0.03950025141239166, + 0.4415985941886902, + 0.0633806362748146, + 0.03258788585662842, + 0.023080136626958847 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.26434507966041565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005285535007715225 + ], + "opposite_logprob_tokens": [ + -7.625528335571289 + ], + "logprob_reward": -0.0005285535007715225, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005285535007715225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14448188245296478, + 0.12067912518978119, + 0.048628780990839005, + 0.06354404240846634, + 0.07403649389743805, + 0.09761441498994827, + 0.30243322253227234, + 0.06797439604997635, + 0.028487375006079674, + 0.05212021619081497 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0005285535007715225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006466205231845379 + ], + "opposite_logprob_tokens": [ + -7.375646591186523 + ], + "logprob_reward": -0.0006466205231845379, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006466205231845379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23540502786636353, + 0.1524294912815094, + 0.07461147755384445, + 0.12361281365156174, + 0.06649287045001984, + 0.07066147029399872, + 0.07641921937465668, + 0.06441064924001694, + 0.0474822074174881, + 0.08847463130950928 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0006466205231845379 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794392623007298 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794392623007298, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794392623007298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07960053533315659, + 0.18487082421779633, + 0.06253142654895782, + 0.20364920794963837, + 0.14896132051944733, + 0.08299202471971512, + 0.037891969084739685, + 0.051477156579494476, + 0.03392944112420082, + 0.11409609764814377 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.009794392623007298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019449143437668681 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019449143437668681, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019449143437668681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11679688841104507, + 0.06178632751107216, + 0.07859581708908081, + 0.17208309471607208, + 0.13297218084335327, + 0.14554902911186218, + 0.052363745868206024, + 0.059778161346912384, + 0.09960223734378815, + 0.08047254383563995 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.0019449143437668681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's an extreme wide shot, the camera panning slowly and ominously across the silent void of deep space, focusing on the impending collision of two celestial bodies. On the left, the vibrant blue marble of Earth hangs in lifelike detail, its oceans a deep sapphire, its continents a patchwork of greens and browns, all obscured by delicate, swirling white clouds and enveloped in a thin, glowing atmospheric halo. Approaching from the right is a massive, barren rogue planet, its surface a rust-colored rock and dark, pockmarked craters, emitting a faint, sickly purple glow from the depths of ancient antiquity. As the two planets inexorably approach, the moment of collision is silent yet catastrophic; the rogue planet's crust first makes contact with Earth's atmosphere, which ripples and ignites in a bright, expanding ring of superheated gas. Immediately afterwards, Earth's surface begins to crack from the point of impact, a spiderweb of fiery orange energy spreading across the continents and oceans as fast as lightning. This culminated in an outward eruption of dazzling, all-consuming flashes of cataclysmic energy of white and yellow, instantly overwhelmed the frame and flung chunks of planetary debris into the cold vacuum, conveying a terrifying and awe-inspiring atmosphere of cosmic destruction on an unimaginable scale.", + "seed": 2426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_9021_seed_2426_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3699075727490708, + "vlm_logprob": -0.3699075727490708, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.3699075727490708, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8061108589172363 + ], + "opposite_logprob_tokens": [ + -0.18111088871955872 + ], + "logprob_reward": -1.8061108589172363, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8061108589172363, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2505131959915161, + 0.060347042977809906, + 0.030059166252613068, + 0.06376344710588455, + 0.10220089554786682, + 0.14457982778549194, + 0.12035687267780304, + 0.06988508999347687, + 0.07864481955766678, + 0.07964968681335449 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -1.8061108589172363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011154907755553722 + ], + "opposite_logprob_tokens": [ + -4.511155128479004 + ], + "logprob_reward": -0.011154907755553722, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011154907755553722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5224478244781494, + 0.0973871573805809, + 0.048849549144506454, + 0.019393019378185272, + 0.0319160558283329, + 0.08091064542531967, + 0.03645395115017891, + 0.08267801254987717, + 0.03905259072780609, + 0.04091118276119232 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011154907755553722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266127642244101 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266127642244101, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266127642244101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2120690792798996, + 0.13585759699344635, + 0.129998579621315, + 0.042520198971033096, + 0.07367276400327682, + 0.10265310108661652, + 0.07722646743059158, + 0.03453416749835014, + 0.1448938250541687, + 0.04657430201768875 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005266127642244101 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636721171438694 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636721171438694, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636721171438694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1533288210630417, + 0.06617365777492523, + 0.06544899940490723, + 0.02971014380455017, + 0.06142390891909599, + 0.12082754075527191, + 0.0708405002951622, + 0.06195654720067978, + 0.251631498336792, + 0.11865835636854172 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02636721171438694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006387577159330249 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006387577159330249, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006387577159330249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17712485790252686, + 0.04341913014650345, + 0.06115473061800003, + 0.020873816683888435, + 0.039756402373313904, + 0.0847732201218605, + 0.08955319970846176, + 0.06781939417123795, + 0.2867134213447571, + 0.1288118064403534 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0006387577159330249 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's an extreme wide shot, the camera panning slowly and ominously across the silent void of deep space, focusing on the impending collision of two celestial bodies. On the left, the vibrant blue marble of Earth hangs in lifelike detail, its oceans a deep sapphire, its continents a patchwork of greens and browns, all obscured by delicate, swirling white clouds and enveloped in a thin, glowing atmospheric halo. Approaching from the right is a massive, barren rogue planet, its surface a rust-colored rock and dark, pockmarked craters, emitting a faint, sickly purple glow from the depths of ancient antiquity. As the two planets inexorably approach, the moment of collision is silent yet catastrophic; the rogue planet's crust first makes contact with Earth's atmosphere, which ripples and ignites in a bright, expanding ring of superheated gas. Immediately afterwards, Earth's surface begins to crack from the point of impact, a spiderweb of fiery orange energy spreading across the continents and oceans as fast as lightning. This culminated in an outward eruption of dazzling, all-consuming flashes of cataclysmic energy of white and yellow, instantly overwhelmed the frame and flung chunks of planetary debris into the cold vacuum, conveying a terrifying and awe-inspiring atmosphere of cosmic destruction on an unimaginable scale.", + "seed": 2427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_1/index_9021_seed_2427_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14017116915783845, + "vlm_logprob": -0.14017116915783845, + "vlm_yes_no_margin": 5.5, + "vlm_token_credit": -0.14017116915783845, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6956872940063477 + ], + "opposite_logprob_tokens": [ + -0.6956872940063477 + ], + "logprob_reward": -0.6956872940063477, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6956872940063477, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28391319513320923, + 0.08692508935928345, + 0.07001315802335739, + 0.21233947575092316, + 0.09715906530618668, + 0.04338940232992172, + 0.05410582572221756, + 0.03039628453552723, + 0.05945088341832161, + 0.06230764091014862 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.6956872940063477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009432157967239618 + ], + "opposite_logprob_tokens": [ + -7.000943183898926 + ], + "logprob_reward": -0.0009432157967239618, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009432157967239618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2214871644973755, + 0.07977791875600815, + 0.1517091989517212, + 0.07472582161426544, + 0.13742075860500336, + 0.0402042381465435, + 0.061202894896268845, + 0.09596917033195496, + 0.06191519275307655, + 0.0755876675248146 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0009432157967239618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013430631952360272 + ], + "opposite_logprob_tokens": [ + -6.626343250274658 + ], + "logprob_reward": -0.0013430631952360272, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013430631952360272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20418787002563477, + 0.06426730006933212, + 0.1187877431511879, + 0.22304481267929077, + 0.09095156937837601, + 0.06008537486195564, + 0.03834357112646103, + 0.06522555649280548, + 0.0763811469078064, + 0.05872504040598869 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0013430631952360272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002494083484634757 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.002494083484634757, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002494083484634757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10383851081132889, + 0.04950844869017601, + 0.09646956622600555, + 0.06745366007089615, + 0.14935211837291718, + 0.11782368272542953, + 0.11920414119958878, + 0.09182509779930115, + 0.09581706672906876, + 0.10870771110057831 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.002494083484634757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot showing deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Earth visible on the left as a blue marble with oceans, continents, and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, rust-colored rogue planet with craters approaching from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the rogue planet's crust contacting Earth's atmosphere and igniting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene culminate in an outward eruption of white and yellow energy overwhelming the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038818930624984205 + ], + "opposite_logprob_tokens": [ + -7.875388145446777 + ], + "logprob_reward": -0.00038818930624984205, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038818930624984205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15231452882289886, + 0.05106125771999359, + 0.0737076848745346, + 0.08145108819007874, + 0.04299723356962204, + 0.038571909070014954, + 0.05295753851532936, + 0.1404237598180771, + 0.09412888437509537, + 0.27238622307777405 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.00038818930624984205 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_tensor([7591, 7591])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_tensor([7591, 7591])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b25696575c033b33eb74af5be225c50c3dea7ee6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_tensor([7591, 7591])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, the camera shooting upward from a low angle and slowly zooming out to reveal a panoramic view. An immense, dazzling golden cudgel, its shaft engraved with intricate ancient runes, descends from a dark, cloud-filled sky with the force of a thunderbolt, rending the air. The surrounding space distorts subtly from the immense power it wields, and the blazing energy radiates a golden hue against the swirling, inky clouds. Its target is a towering mountain of dark gray granite, steep and cratered with age-worn gullies. The moment the cudgel makes contact with the mountain's summit, the camera shakes violently as a devastating golden shockwave erupts, instantly piercing the mountain's core. Then, as if detonated from within by an invisible force, the entire mountain collapses. Countless angular fragments of varying sizes are violently hurled skyward, mingling with the gray dust that obscures the sky, creating a chaotic, apocalyptic scene. The entire picture is filled with epic beauty of destruction and unrivaled power amidst the violent interweaving of golden light and shadow, creating a grand atmosphere of the advent of myth.", + "seed": 5626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_7591_seed_5626_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24794742912054063, + "vlm_logprob": -0.24794742912054063, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.24794742912054063, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0566085577011108 + ], + "opposite_logprob_tokens": [ + -0.4316085875034332 + ], + "logprob_reward": -1.0566085577011108, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0566085577011108, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1543029546737671, + 0.05568866431713104, + 0.08560062199831009, + 0.2133673131465912, + 0.1082373782992363, + 0.09641004353761673, + 0.04935157299041748, + 0.101715087890625, + 0.05031539127230644, + 0.08501097559928894 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -1.0566085577011108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700930580496788 + ], + "opposite_logprob_tokens": [ + -2.6950931549072266 + ], + "logprob_reward": -0.0700930580496788, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700930580496788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14495055377483368, + 0.078019879758358, + 0.07456600666046143, + 0.1713533252477646, + 0.09193019568920135, + 0.03805716335773468, + 0.11860880255699158, + 0.06697452068328857, + 0.08422328531742096, + 0.13131624460220337 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0700930580496788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07563255727291107, + 0.044442471116781235, + 0.05771174281835556, + 0.09945157915353775, + 0.17614702880382538, + 0.11207569390535355, + 0.12982863187789917, + 0.09746143966913223, + 0.07113579660654068, + 0.13611307740211487 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784949012100697 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009784949012100697, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784949012100697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09465521574020386, + 0.03599996864795685, + 0.05216457322239876, + 0.05175308138132095, + 0.11382968723773956, + 0.07036362588405609, + 0.06892795860767365, + 0.25697943568229675, + 0.06276807188987732, + 0.1925584077835083 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.009784949012100697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904458582401276 + ], + "opposite_logprob_tokens": [ + -2.4640445709228516 + ], + "logprob_reward": -0.08904458582401276, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904458582401276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11496490240097046, + 0.06704800575971603, + 0.06606988608837128, + 0.07316938042640686, + 0.06013643741607666, + 0.13072925806045532, + 0.07467037439346313, + 0.16288331151008606, + 0.13579340279102325, + 0.11453506350517273 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.08904458582401276 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera shooting upward from a low angle and slowly zooming out to reveal a panoramic view. An immense, dazzling golden cudgel, its shaft engraved with intricate ancient runes, descends from a dark, cloud-filled sky with the force of a thunderbolt, rending the air. The surrounding space distorts subtly from the immense power it wields, and the blazing energy radiates a golden hue against the swirling, inky clouds. Its target is a towering mountain of dark gray granite, steep and cratered with age-worn gullies. The moment the cudgel makes contact with the mountain's summit, the camera shakes violently as a devastating golden shockwave erupts, instantly piercing the mountain's core. Then, as if detonated from within by an invisible force, the entire mountain collapses. Countless angular fragments of varying sizes are violently hurled skyward, mingling with the gray dust that obscures the sky, creating a chaotic, apocalyptic scene. The entire picture is filled with epic beauty of destruction and unrivaled power amidst the violent interweaving of golden light and shadow, creating a grand atmosphere of the advent of myth.", + "seed": 5627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_7591_seed_5627_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19349810406565665, + "vlm_logprob": -0.19349810406565665, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.19349810406565665, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7591677308082581 + ], + "opposite_logprob_tokens": [ + -0.6341677308082581 + ], + "logprob_reward": -0.7591677308082581, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7591677308082581, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2742251455783844, + 0.1093214675784111, + 0.07395683228969574, + 0.1080716997385025, + 0.06924266368150711, + 0.07868842780590057, + 0.05659337714314461, + 0.09945594519376755, + 0.05532386898994446, + 0.07512056082487106 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.7591677308082581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.100375235080719 + ], + "opposite_logprob_tokens": [ + -2.350375175476074 + ], + "logprob_reward": -0.100375235080719, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.100375235080719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0690794289112091, + 0.07131698727607727, + 0.1327102929353714, + 0.08607885986566544, + 0.05118751525878906, + 0.1121925413608551, + 0.16826383769512177, + 0.12743781507015228, + 0.1306278556585312, + 0.051104944199323654 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.100375235080719 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079746186733246 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.016079746186733246, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079746186733246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13397714495658875, + 0.08044975996017456, + 0.07058163732290268, + 0.05987468361854553, + 0.043144650757312775, + 0.12791143357753754, + 0.1803053915500641, + 0.09947077929973602, + 0.15935461223125458, + 0.044929854571819305 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.016079746186733246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06725957244634628, + 0.03447782248258591, + 0.10684900730848312, + 0.11569620668888092, + 0.034048065543174744, + 0.21937745809555054, + 0.11112726479768753, + 0.17950661480426788, + 0.1016610860824585, + 0.029996836557984352 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062061503529548645 + ], + "opposite_logprob_tokens": [ + -2.8120615482330322 + ], + "logprob_reward": -0.062061503529548645, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062061503529548645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08960806578397751, + 0.04709203168749809, + 0.05052940919995308, + 0.14809684455394745, + 0.03888831287622452, + 0.19653598964214325, + 0.10807950049638748, + 0.15662501752376556, + 0.10214129090309143, + 0.062403563410043716 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.062061503529548645 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera shooting upward from a low angle and slowly zooming out to reveal a panoramic view. An immense, dazzling golden cudgel, its shaft engraved with intricate ancient runes, descends from a dark, cloud-filled sky with the force of a thunderbolt, rending the air. The surrounding space distorts subtly from the immense power it wields, and the blazing energy radiates a golden hue against the swirling, inky clouds. Its target is a towering mountain of dark gray granite, steep and cratered with age-worn gullies. The moment the cudgel makes contact with the mountain's summit, the camera shakes violently as a devastating golden shockwave erupts, instantly piercing the mountain's core. Then, as if detonated from within by an invisible force, the entire mountain collapses. Countless angular fragments of varying sizes are violently hurled skyward, mingling with the gray dust that obscures the sky, creating a chaotic, apocalyptic scene. The entire picture is filled with epic beauty of destruction and unrivaled power amidst the violent interweaving of golden light and shadow, creating a grand atmosphere of the advent of myth.", + "seed": 5628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_7591_seed_5628_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08385413726791739, + "vlm_logprob": -0.08385413726791739, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.08385413726791739, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2040550708770752 + ], + "opposite_logprob_tokens": [ + -1.7040550708770752 + ], + "logprob_reward": -0.2040550708770752, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2040550708770752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3134119212627411, + 0.063090018928051, + 0.08527446538209915, + 0.14569033682346344, + 0.06136621534824371, + 0.10562387108802795, + 0.04347650706768036, + 0.058894649147987366, + 0.05237269029021263, + 0.07079930603504181 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.2040550708770752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870064929127693 + ], + "opposite_logprob_tokens": [ + -3.0487005710601807 + ], + "logprob_reward": -0.04870064929127693, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870064929127693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1002761647105217, + 0.20869986712932587, + 0.07619445025920868, + 0.15342940390110016, + 0.07268639653921127, + 0.09876656532287598, + 0.07442117482423782, + 0.09837570041418076, + 0.015871331095695496, + 0.10127893835306168 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.04870064929127693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634864654392004 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634864654392004, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634864654392004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3217417299747467, + 0.07900113612413406, + 0.04713950306177139, + 0.08458664268255234, + 0.03656413406133652, + 0.07439731061458588, + 0.08379829674959183, + 0.17773525416851044, + 0.040626030415296555, + 0.05440998449921608 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.007634864654392004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607188768684864 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607188768684864, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607188768684864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17259471118450165, + 0.08322199434041977, + 0.043713267892599106, + 0.10234466940164566, + 0.06038948893547058, + 0.06793710589408875, + 0.0953831672668457, + 0.17796610295772552, + 0.04427720978856087, + 0.1521722972393036 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01607188768684864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428082138299942 + ], + "opposite_logprob_tokens": [ + -2.017808198928833 + ], + "logprob_reward": -0.1428082138299942, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428082138299942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14289602637290955, + 0.06606373190879822, + 0.0730205699801445, + 0.09867386519908905, + 0.05255482718348503, + 0.11203379929065704, + 0.11922615766525269, + 0.0931423157453537, + 0.08959288150072098, + 0.15279580652713776 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.1428082138299942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera shooting upward from a low angle and slowly zooming out to reveal a panoramic view. An immense, dazzling golden cudgel, its shaft engraved with intricate ancient runes, descends from a dark, cloud-filled sky with the force of a thunderbolt, rending the air. The surrounding space distorts subtly from the immense power it wields, and the blazing energy radiates a golden hue against the swirling, inky clouds. Its target is a towering mountain of dark gray granite, steep and cratered with age-worn gullies. The moment the cudgel makes contact with the mountain's summit, the camera shakes violently as a devastating golden shockwave erupts, instantly piercing the mountain's core. Then, as if detonated from within by an invisible force, the entire mountain collapses. Countless angular fragments of varying sizes are violently hurled skyward, mingling with the gray dust that obscures the sky, creating a chaotic, apocalyptic scene. The entire picture is filled with epic beauty of destruction and unrivaled power amidst the violent interweaving of golden light and shadow, creating a grand atmosphere of the advent of myth.", + "seed": 5629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_10/index_7591_seed_5629_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20697548612952232, + "vlm_logprob": -0.20697548612952232, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.20697548612952232, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7609522342681885 + ], + "opposite_logprob_tokens": [ + -0.6359522342681885 + ], + "logprob_reward": -0.7609522342681885, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7609522342681885, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05730866640806198, + 0.01253372710198164, + 0.024861615151166916, + 0.060165539383888245, + 0.04425947740674019, + 0.6782770156860352, + 0.05185116082429886, + 0.03218085318803787, + 0.010695591568946838, + 0.027866274118423462 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.7609522342681885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006349414587021 + ], + "opposite_logprob_tokens": [ + -2.695063591003418 + ], + "logprob_reward": -0.07006349414587021, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006349414587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015755638480186462, + 0.01509674359112978, + 0.01180653553456068, + 0.02252276800572872, + 0.0102310786023736, + 0.8872550129890442, + 0.020135123282670975, + 0.007338675670325756, + 0.004066614434123039, + 0.005791782401502132 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.07006349414587021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201176352798939 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201176352798939, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201176352798939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060437142848968506, + 0.03875468671321869, + 0.03429562225937843, + 0.03967943415045738, + 0.02972329780459404, + 0.5972598791122437, + 0.06686782836914062, + 0.04391541704535484, + 0.03909675404429436, + 0.049969933927059174 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.014201176352798939 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780935011804104 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780935011804104, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780935011804104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025845954194664955, + 0.03510390967130661, + 0.0063125500455498695, + 0.018401578068733215, + 0.02992650680243969, + 0.7694938778877258, + 0.032380666583776474, + 0.01676381751894951, + 0.029737241566181183, + 0.03603391349315643 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.009780935011804104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned with an overhead shot that shoots upward from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there an immense golden cudgel with a shaft engraved with intricate ancient runes descending from a dark, cloud-filled sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cudgel strike a towering mountain made of dark gray granite that is steep and cratered with age-worn gullies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mountain collapse into countless angular fragments of varying sizes that are hurled skyward, mingling with gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and zoom out slowly to reveal a panoramic view as the golden shockwave erupts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798795908689499 + ], + "opposite_logprob_tokens": [ + -1.8048795461654663 + ], + "logprob_reward": -0.1798795908689499, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798795908689499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04313182085752487, + 0.019669104367494583, + 0.012926891446113586, + 0.013895979151129723, + 0.05474717915058136, + 0.718867838382721, + 0.018433909863233566, + 0.028796207159757614, + 0.02181907370686531, + 0.06771206110715866 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.1798795908689499 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_tensor([1991, 1991])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_tensor([1991, 1991])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf95679f0339c4e0d6f61637c3994807adc71d2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_tensor([1991, 1991])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, overhead shot then tilted downward, capturing a warlord clad in tattered armor tumbling uncontrollably down a steep, muddy slope. His dull metal plate was covered in deep sword marks and dents. One shoulder armor had broken off, revealing ripped crimson mail and mud-stained linen lining beneath. With each tumble, the tattered armor scraped violently against the stones and broken weapons on the ground, sending up scattered sparks. The splashing mud further smeared his tousled black hair and resolute face. He squeezed his eyes shut, his teeth clenched, enduring the brutal impact. The entire battlefield was shrouded in a diffuse cold light under a gloomy sky. A cold drizzle mixed with the smoke of distant battles. Broken arrows and shattered flags were scattered on the slope. His body finally stopped abruptly at the bottom of the slope, motionless in the mud, creating an epic and heartbreaking atmosphere of defeat and struggle.", + "seed": 32290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_1991_seed_32290_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0317524453625083, + "vlm_logprob": -0.0317524453625083, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0317524453625083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07242992520332336 + ], + "opposite_logprob_tokens": [ + -2.697429895401001 + ], + "logprob_reward": -0.07242992520332336, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07242992520332336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08807121962308884, + 0.03884448856115341, + 0.03647838905453682, + 0.02566348947584629, + 0.046706195920705795, + 0.49357688426971436, + 0.18440718948841095, + 0.01781204342842102, + 0.04234059527516365, + 0.0260995514690876 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.07242992520332336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038122087717056274 + ], + "opposite_logprob_tokens": [ + -3.2881221771240234 + ], + "logprob_reward": -0.038122087717056274, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038122087717056274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07206084579229355, + 0.10125332325696945, + 0.0414343997836113, + 0.026222320273518562, + 0.0548950657248497, + 0.4654812514781952, + 0.1086815893650055, + 0.02822784148156643, + 0.03438902273774147, + 0.06735426187515259 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.038122087717056274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329878881573677 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329878881573677, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329878881573677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09673929959535599, + 0.11969117820262909, + 0.04272863641381264, + 0.04288758337497711, + 0.07477063685655594, + 0.06848256289958954, + 0.18542586266994476, + 0.0544520728290081, + 0.0621584914624691, + 0.2526637315750122 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.02329878881573677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20812174677848816, + 0.05741441249847412, + 0.05796030908823013, + 0.0384289026260376, + 0.05225137993693352, + 0.20632266998291016, + 0.24643810093402863, + 0.041987642645835876, + 0.03181317076086998, + 0.05926164984703064 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.00673524197191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176183104515076 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176183104515076, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176183104515076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09296272695064545, + 0.0615033358335495, + 0.10906467586755753, + 0.04200447350740433, + 0.033746082335710526, + 0.10551515221595764, + 0.21045158803462982, + 0.027141431346535683, + 0.15525509417057037, + 0.1623554229736328 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.018176183104515076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot then tilted downward, capturing a warlord clad in tattered armor tumbling uncontrollably down a steep, muddy slope. His dull metal plate was covered in deep sword marks and dents. One shoulder armor had broken off, revealing ripped crimson mail and mud-stained linen lining beneath. With each tumble, the tattered armor scraped violently against the stones and broken weapons on the ground, sending up scattered sparks. The splashing mud further smeared his tousled black hair and resolute face. He squeezed his eyes shut, his teeth clenched, enduring the brutal impact. The entire battlefield was shrouded in a diffuse cold light under a gloomy sky. A cold drizzle mixed with the smoke of distant battles. Broken arrows and shattered flags were scattered on the slope. His body finally stopped abruptly at the bottom of the slope, motionless in the mud, creating an epic and heartbreaking atmosphere of defeat and struggle.", + "seed": 32291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_1991_seed_32291_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07070240080356598, + "vlm_logprob": -0.07070240080356598, + "vlm_yes_no_margin": 3.049999952316284, + "vlm_token_credit": -0.07070240080356598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20405283570289612 + ], + "opposite_logprob_tokens": [ + -1.7040528059005737 + ], + "logprob_reward": -0.20405283570289612, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20405283570289612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20299489796161652, + 0.046036604791879654, + 0.10874123126268387, + 0.0703112855553627, + 0.06919587403535843, + 0.22209656238555908, + 0.09882336854934692, + 0.09166955202817917, + 0.016875911504030228, + 0.07325479388237 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.20405283570289612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307904466986656 + ], + "opposite_logprob_tokens": [ + -3.168079137802124 + ], + "logprob_reward": -0.04307904466986656, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307904466986656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08250962197780609, + 0.04076415300369263, + 0.08321695774793625, + 0.0946621298789978, + 0.05260205268859863, + 0.2696325480937958, + 0.1087757870554924, + 0.13288763165473938, + 0.025653863325715065, + 0.1092953160405159 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.04307904466986656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192922696471214 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.018192922696471214, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192922696471214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07191602140665054, + 0.036935094743967056, + 0.19141098856925964, + 0.0291436854749918, + 0.04305611178278923, + 0.29511189460754395, + 0.07355907559394836, + 0.06133214384317398, + 0.05625278130173683, + 0.14128217101097107 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.018192922696471214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182387575507164 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182387575507164, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182387575507164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2392692118883133, + 0.03332233428955078, + 0.11482332646846771, + 0.05218607559800148, + 0.06587230414152145, + 0.13868595659732819, + 0.0751759260892868, + 0.034946344792842865, + 0.0364130362868309, + 0.20930548012256622 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.018182387575507164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000481337308884 + ], + "opposite_logprob_tokens": [ + -2.69500470161438 + ], + "logprob_reward": -0.07000481337308884, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000481337308884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1166025921702385, + 0.021441595628857613, + 0.3534243702888489, + 0.01531184185296297, + 0.06067270040512085, + 0.21805205941200256, + 0.06947045028209686, + 0.04202357679605484, + 0.017492258921265602, + 0.0855085551738739 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.07000481337308884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot then tilted downward, capturing a warlord clad in tattered armor tumbling uncontrollably down a steep, muddy slope. His dull metal plate was covered in deep sword marks and dents. One shoulder armor had broken off, revealing ripped crimson mail and mud-stained linen lining beneath. With each tumble, the tattered armor scraped violently against the stones and broken weapons on the ground, sending up scattered sparks. The splashing mud further smeared his tousled black hair and resolute face. He squeezed his eyes shut, his teeth clenched, enduring the brutal impact. The entire battlefield was shrouded in a diffuse cold light under a gloomy sky. A cold drizzle mixed with the smoke of distant battles. Broken arrows and shattered flags were scattered on the slope. His body finally stopped abruptly at the bottom of the slope, motionless in the mud, creating an epic and heartbreaking atmosphere of defeat and struggle.", + "seed": 32292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_1991_seed_32292_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04268213324248791, + "vlm_logprob": -0.04268213324248791, + "vlm_yes_no_margin": 3.649999976158142, + "vlm_token_credit": -0.04268213324248791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.128819078207016 + ], + "opposite_logprob_tokens": [ + -2.128818988800049 + ], + "logprob_reward": -0.128819078207016, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.128819078207016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17239442467689514, + 0.07974892854690552, + 0.08794230222702026, + 0.17606140673160553, + 0.11427072435617447, + 0.12756021320819855, + 0.08792459219694138, + 0.07319757342338562, + 0.0529090091586113, + 0.027990834787487984 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.128819078207016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810946270823479 + ], + "opposite_logprob_tokens": [ + -3.288109540939331 + ], + "logprob_reward": -0.03810946270823479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810946270823479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.143964946269989, + 0.06342349946498871, + 0.10052143782377243, + 0.07405366003513336, + 0.1283983439207077, + 0.22517476975917816, + 0.08452796190977097, + 0.06306535750627518, + 0.03855001926422119, + 0.07832002639770508 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03810946270823479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263509564101696 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.0263509564101696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263509564101696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14270122349262238, + 0.04165714234113693, + 0.09022397547960281, + 0.09597454220056534, + 0.08677840232849121, + 0.10047269612550735, + 0.19928836822509766, + 0.09050936996936798, + 0.07828664779663086, + 0.0741075724363327 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0263509564101696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20617569983005524, + 0.07222501933574677, + 0.08461418747901917, + 0.08787760138511658, + 0.11862758547067642, + 0.11965467035770416, + 0.06297927349805832, + 0.1554594337940216, + 0.05954230576753616, + 0.03284424543380737 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.005946681834757328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418448705226183 + ], + "opposite_logprob_tokens": [ + -4.264184474945068 + ], + "logprob_reward": -0.01418448705226183, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418448705226183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04924755170941353, + 0.03867350146174431, + 0.10325386375188828, + 0.04361680895090103, + 0.08156147599220276, + 0.18580114841461182, + 0.24452176690101624, + 0.09709742665290833, + 0.06939128041267395, + 0.08683519065380096 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.01418448705226183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot then tilted downward, capturing a warlord clad in tattered armor tumbling uncontrollably down a steep, muddy slope. His dull metal plate was covered in deep sword marks and dents. One shoulder armor had broken off, revealing ripped crimson mail and mud-stained linen lining beneath. With each tumble, the tattered armor scraped violently against the stones and broken weapons on the ground, sending up scattered sparks. The splashing mud further smeared his tousled black hair and resolute face. He squeezed his eyes shut, his teeth clenched, enduring the brutal impact. The entire battlefield was shrouded in a diffuse cold light under a gloomy sky. A cold drizzle mixed with the smoke of distant battles. Broken arrows and shattered flags were scattered on the slope. His body finally stopped abruptly at the bottom of the slope, motionless in the mud, creating an epic and heartbreaking atmosphere of defeat and struggle.", + "seed": 32293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_11/index_1991_seed_32293_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05953640202060342, + "vlm_logprob": -0.05953640202060342, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05953640202060342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2280072718858719 + ], + "opposite_logprob_tokens": [ + -1.6030073165893555 + ], + "logprob_reward": -0.2280072718858719, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2280072718858719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049360089004039764, + 0.07105472683906555, + 0.07603614032268524, + 0.03764635697007179, + 0.08977358788251877, + 0.05565556883811951, + 0.0343877337872982, + 0.377226859331131, + 0.15843473374843597, + 0.05042421072721481 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.2280072718858719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814867302775383 + ], + "opposite_logprob_tokens": [ + -3.5298149585723877 + ], + "logprob_reward": -0.029814867302775383, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814867302775383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13479124009609222, + 0.1748785823583603, + 0.12308337539434433, + 0.05053902044892311, + 0.07583000510931015, + 0.0439685583114624, + 0.10280248522758484, + 0.12545670568943024, + 0.055008504539728165, + 0.11364156007766724 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.029814867302775383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059386856853962 + ], + "opposite_logprob_tokens": [ + -3.8955938816070557 + ], + "logprob_reward": -0.02059386856853962, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059386856853962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06220454350113869, + 0.1506461501121521, + 0.10422027111053467, + 0.03477759659290314, + 0.07994329184293747, + 0.07433342188596725, + 0.06454649567604065, + 0.30815792083740234, + 0.05076732486486435, + 0.07040302455425262 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.02059386856853962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12403391301631927, + 0.12773171067237854, + 0.0896940529346466, + 0.11283252388238907, + 0.04790547117590904, + 0.06510931998491287, + 0.2193097174167633, + 0.06195266917347908, + 0.07538086920976639, + 0.07604970037937164 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially high-angle and overhead before tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a warlord wearing tattered armor with dull metal plates covered in deep sword marks and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warlord's left shoulder armor broken off, revealing ripped crimson mail and mud-stained linen lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show the warlord tumbling down a steep, muddy slope amidst scattered sparks, broken arrows, and shattered flags under a gloomy sky with cold drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the warlord's body come to an abrupt stop at the bottom of the slope, motionless in the mud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530997395515442 + ], + "opposite_logprob_tokens": [ + -4.38753080368042 + ], + "logprob_reward": -0.012530997395515442, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530997395515442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0686224102973938, + 0.11923494189977646, + 0.04357528313994408, + 0.07388914376497269, + 0.05293145403265953, + 0.0527043379843235, + 0.15088443458080292, + 0.10426826775074005, + 0.1600872427225113, + 0.17380255460739136 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.012530997395515442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_tensor([8781, 8781])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_tensor([8781, 8781])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd504b192551c892937df8c2b7ec227b6268f5f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_tensor([8781, 8781])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, side-on tracking shot follows closely behind, showing a massive adult African elephant galloping across the vast African savannah. Its deeply wrinkled gray skin is coated in a thin layer of reddish-brown dust. Its massive ears flap back and forth in rhythm with its pace, and its thick, curved tusks gleam with an aged luster in the scorching afternoon sun. Its four sturdy, pillar-like legs alternate with each other at an astonishing pace, each stride pounding heavily on the dry, cracked earth, stirring up vast clouds of dense reddish-brown dust and forming a spectacular, billowing wall of dust in its wake. Sunlight penetrates the dense dust, creating golden beams that clearly illuminate the flying particles. The compression of the telephoto lens blurs the sparse, withered yellow grass in the background and the distant horizon, further accentuating the elephant's power and speed. The entire image, imbued with a strong documentary style, is imbued with primal vitality and an indomitable sense of dynamic beauty, creating a tense and awe-inspiring atmosphere.", + "seed": 30533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_8781_seed_30533_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019912326941266656, + "vlm_logprob": -0.019912326941266656, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.019912326941266656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05549158528447151 + ], + "opposite_logprob_tokens": [ + -2.9304916858673096 + ], + "logprob_reward": -0.05549158528447151, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05549158528447151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11545275896787643, + 0.04651915282011032, + 0.09465247392654419, + 0.15310871601104736, + 0.13001713156700134, + 0.0775042399764061, + 0.1043897271156311, + 0.1315447986125946, + 0.06869043409824371, + 0.07812061160802841 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.05549158528447151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11830850690603256, + 0.09858010709285736, + 0.07736670970916748, + 0.19788585603237152, + 0.22768709063529968, + 0.036054473370313644, + 0.027561970055103302, + 0.09080690890550613, + 0.03768382966518402, + 0.0880645364522934 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024898024275898933 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024898024275898933, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024898024275898933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35481539368629456, + 0.07610144466161728, + 0.07097779959440231, + 0.08283242583274841, + 0.16353784501552582, + 0.023342717438936234, + 0.06346595287322998, + 0.03394678607583046, + 0.07120358943939209, + 0.05977604538202286 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0024898024275898933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176065757870674 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176065757870674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176065757870674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180988147854805, + 0.048546064645051956, + 0.09995360672473907, + 0.10932918637990952, + 0.24230803549289703, + 0.046168141067028046, + 0.07783260196447372, + 0.03608803078532219, + 0.04568507522344589, + 0.11310116946697235 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.018176065757870674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815451705828309 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815451705828309, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815451705828309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06621576845645905, + 0.059316035360097885, + 0.0511646568775177, + 0.13421764969825745, + 0.37456315755844116, + 0.007731569465249777, + 0.0324062779545784, + 0.055033691227436066, + 0.03787889704108238, + 0.1814723014831543 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.002815451705828309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows closely behind, showing a massive adult African elephant galloping across the vast African savannah. Its deeply wrinkled gray skin is coated in a thin layer of reddish-brown dust. Its massive ears flap back and forth in rhythm with its pace, and its thick, curved tusks gleam with an aged luster in the scorching afternoon sun. Its four sturdy, pillar-like legs alternate with each other at an astonishing pace, each stride pounding heavily on the dry, cracked earth, stirring up vast clouds of dense reddish-brown dust and forming a spectacular, billowing wall of dust in its wake. Sunlight penetrates the dense dust, creating golden beams that clearly illuminate the flying particles. The compression of the telephoto lens blurs the sparse, withered yellow grass in the background and the distant horizon, further accentuating the elephant's power and speed. The entire image, imbued with a strong documentary style, is imbued with primal vitality and an indomitable sense of dynamic beauty, creating a tense and awe-inspiring atmosphere.", + "seed": 30534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_8781_seed_30534_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07633141302503646, + "vlm_logprob": -0.07633141302503646, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07633141302503646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16127246618270874 + ], + "opposite_logprob_tokens": [ + -1.9112725257873535 + ], + "logprob_reward": -0.16127246618270874, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16127246618270874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13376906514167786, + 0.20206168293952942, + 0.0823403000831604, + 0.04251120612025261, + 0.03690401837229729, + 0.13294418156147003, + 0.04496694728732109, + 0.20371824502944946, + 0.045834265649318695, + 0.07495007663965225 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.16127246618270874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989026010036469 + ], + "opposite_logprob_tokens": [ + -1.8048902750015259 + ], + "logprob_reward": -0.17989026010036469, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989026010036469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34100252389907837, + 0.13527818024158478, + 0.03716157749295235, + 0.08773777633905411, + 0.04388775676488876, + 0.11636796593666077, + 0.07024528831243515, + 0.10126757621765137, + 0.03624960407614708, + 0.030801832675933838 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.17989026010036469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195776604115963 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.003195776604115963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195776604115963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12314467877149582, + 0.4018036425113678, + 0.05900264158844948, + 0.03843644633889198, + 0.05051698163151741, + 0.0701243206858635, + 0.06433022767305374, + 0.10053578019142151, + 0.03493490070104599, + 0.05717037245631218 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.003195776604115963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368530794978142 + ], + "opposite_logprob_tokens": [ + -3.4086852073669434 + ], + "logprob_reward": -0.03368530794978142, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368530794978142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13760560750961304, + 0.1705884337425232, + 0.08257481455802917, + 0.0769469141960144, + 0.11731994897127151, + 0.06728018820285797, + 0.1432231217622757, + 0.07634706795215607, + 0.07397033274173737, + 0.05414357781410217 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.03368530794978142 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613254288211465 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613254288211465, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613254288211465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19351477921009064, + 0.09242700785398483, + 0.05675698071718216, + 0.039339516311883926, + 0.09140592068433762, + 0.17643310129642487, + 0.14118477702140808, + 0.07657085359096527, + 0.08576297760009766, + 0.04660406708717346 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.003613254288211465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows closely behind, showing a massive adult African elephant galloping across the vast African savannah. Its deeply wrinkled gray skin is coated in a thin layer of reddish-brown dust. Its massive ears flap back and forth in rhythm with its pace, and its thick, curved tusks gleam with an aged luster in the scorching afternoon sun. Its four sturdy, pillar-like legs alternate with each other at an astonishing pace, each stride pounding heavily on the dry, cracked earth, stirring up vast clouds of dense reddish-brown dust and forming a spectacular, billowing wall of dust in its wake. Sunlight penetrates the dense dust, creating golden beams that clearly illuminate the flying particles. The compression of the telephoto lens blurs the sparse, withered yellow grass in the background and the distant horizon, further accentuating the elephant's power and speed. The entire image, imbued with a strong documentary style, is imbued with primal vitality and an indomitable sense of dynamic beauty, creating a tense and awe-inspiring atmosphere.", + "seed": 30535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_8781_seed_30535_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030007487279362977, + "vlm_logprob": -0.030007487279362977, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.030007487279362977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03459867462515831 + ], + "opposite_logprob_tokens": [ + -3.4095985889434814 + ], + "logprob_reward": -0.03459867462515831, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03459867462515831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14834533631801605, + 0.1481480598449707, + 0.16233915090560913, + 0.06381994485855103, + 0.08039012551307678, + 0.05242561548948288, + 0.06494230777025223, + 0.0419076643884182, + 0.04551948234438896, + 0.19216230511665344 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03459867462515831 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048659548163414 + ], + "opposite_logprob_tokens": [ + -3.048659563064575 + ], + "logprob_reward": -0.048659548163414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048659548163414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.093092180788517, + 0.09550337493419647, + 0.05194305256009102, + 0.10909116268157959, + 0.10006612539291382, + 0.15049031376838684, + 0.16156791150569916, + 0.06477797031402588, + 0.045732975006103516, + 0.1277349442243576 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.048659548163414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019427727675065398 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019427727675065398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019427727675065398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14416387677192688, + 0.08246663957834244, + 0.07675345987081528, + 0.2035006284713745, + 0.12831753492355347, + 0.1092858538031578, + 0.041276391595602036, + 0.0757136344909668, + 0.05794588103890419, + 0.08057604730129242 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0019427727675065398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202027574181557 + ], + "opposite_logprob_tokens": [ + -2.8120203018188477 + ], + "logprob_reward": -0.06202027574181557, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202027574181557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08540268987417221, + 0.10222987085580826, + 0.030666450038552284, + 0.0818917527794838, + 0.04427298158407211, + 0.24279959499835968, + 0.046560853719711304, + 0.15690913796424866, + 0.08583046495914459, + 0.12343618273735046 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.06202027574181557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028161650989204645 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028161650989204645, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028161650989204645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13425424695014954, + 0.08143553137779236, + 0.04182198643684387, + 0.08869779109954834, + 0.09364597499370575, + 0.14694714546203613, + 0.1614614725112915, + 0.15335753560066223, + 0.05312012881040573, + 0.04525817185640335 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.0028161650989204645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows closely behind, showing a massive adult African elephant galloping across the vast African savannah. Its deeply wrinkled gray skin is coated in a thin layer of reddish-brown dust. Its massive ears flap back and forth in rhythm with its pace, and its thick, curved tusks gleam with an aged luster in the scorching afternoon sun. Its four sturdy, pillar-like legs alternate with each other at an astonishing pace, each stride pounding heavily on the dry, cracked earth, stirring up vast clouds of dense reddish-brown dust and forming a spectacular, billowing wall of dust in its wake. Sunlight penetrates the dense dust, creating golden beams that clearly illuminate the flying particles. The compression of the telephoto lens blurs the sparse, withered yellow grass in the background and the distant horizon, further accentuating the elephant's power and speed. The entire image, imbued with a strong documentary style, is imbued with primal vitality and an indomitable sense of dynamic beauty, creating a tense and awe-inspiring atmosphere.", + "seed": 30536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_12/index_8781_seed_30536_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06435942086391151, + "vlm_logprob": -0.06435942086391151, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06435942086391151, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07304778695106506 + ], + "opposite_logprob_tokens": [ + -2.6980478763580322 + ], + "logprob_reward": -0.07304778695106506, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07304778695106506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5058440566062927, + 0.050113409757614136, + 0.026460733264684677, + 0.021176904439926147, + 0.019673781469464302, + 0.016995709389448166, + 0.032428089529275894, + 0.04297688975930214, + 0.2632308304309845, + 0.021099509671330452 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07304778695106506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798897534608841 + ], + "opposite_logprob_tokens": [ + -1.8048897981643677 + ], + "logprob_reward": -0.1798897534608841, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798897534608841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1901194304227829, + 0.17758877575397491, + 0.08646547794342041, + 0.013238980434834957, + 0.08595585823059082, + 0.02442513033747673, + 0.044237785041332245, + 0.04521350935101509, + 0.28635314106941223, + 0.046401869505643845 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.1798897534608841 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022005646023899317 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.0022005646023899317, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022005646023899317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.596238911151886, + 0.019912302494049072, + 0.13660360872745514, + 0.016933556646108627, + 0.017765497788786888, + 0.019961072131991386, + 0.006889609154313803, + 0.015859687700867653, + 0.1549382507801056, + 0.014897458255290985 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0022005646023899317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202464550733566 + ], + "opposite_logprob_tokens": [ + -2.8120245933532715 + ], + "logprob_reward": -0.06202464550733566, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202464550733566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.523666262626648, + 0.059543706476688385, + 0.033419299870729446, + 0.03512278571724892, + 0.030987044796347618, + 0.019079795107245445, + 0.027658041566610336, + 0.031116370111703873, + 0.2066183090209961, + 0.03278837725520134 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.06202464550733566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive adult African elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elephant galloping across a vast African savannah with dry, cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elephant's skin gray, deeply wrinkled, and coated in reddish-brown dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle, side-on tracking shot following closely behind the elephant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring sparse, withered yellow grass blurred by telephoto lens compression?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634353797882795 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634353797882795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634353797882795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.570941686630249, + 0.04895251616835594, + 0.030023548752069473, + 0.025769639760255814, + 0.056982021778821945, + 0.011957898736000061, + 0.0389544814825058, + 0.11303957551717758, + 0.07297448068857193, + 0.03040412627160549 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.004634353797882795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_tensor([1335, 1335])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_tensor([1335, 1335])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..60113bc0f84b8faaa87f4b138710b3de88119c5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_tensor([1335, 1335])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a first-person perspective, as if shot through the driver's eyes, the camera remains static relative to the cab as it drives. The primary focus is on the truck's interior, revealing a weathered, dark gray plastic dashboard coated in a fine dust that accentuates its textured surface. A pair of strong, tanned hands with calloused knuckles grip the worn black steering wheel, their steady grip conveying a calm sense of control. Through the wide, sun-drenched windshield, a straight, unpaved country road stretches to the horizon, its surface a pale, dusty brown. As the truck moves at a steady pace, the bright, harsh sunlight of midday shines directly into the cab, illuminating countless motes of dust dancing in the air and casting stark, high-contrast shadows across the dashboard. The exterior scene is bathed in a warm golden light, with dry, yellowed grass lining the road beneath a vast, cloudless blue sky, creating a tranquil and slightly nostalgic atmosphere of a solitary journey just begun.", + "seed": 28767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_1335_seed_28767_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028079172223806383, + "vlm_logprob": -0.028079172223806383, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.028079172223806383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07399134337902069 + ], + "opposite_logprob_tokens": [ + -2.698991298675537 + ], + "logprob_reward": -0.07399134337902069, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07399134337902069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029803358018398285, + 0.04491830989718437, + 0.01695558801293373, + 0.025915032252669334, + 0.8343653082847595, + 0.005644533783197403, + 0.02230095863342285, + 0.006130503956228495, + 0.007852533832192421, + 0.006113867741078138 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.07399134337902069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422879472374916 + ], + "opposite_logprob_tokens": [ + -4.264228820800781 + ], + "logprob_reward": -0.01422879472374916, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422879472374916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13189110159873962, + 0.05902000889182091, + 0.021902183070778847, + 0.045887865126132965, + 0.43212807178497314, + 0.023336099460721016, + 0.10020173341035843, + 0.14414985477924347, + 0.019831843674182892, + 0.02165123075246811 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.01422879472374916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636825665831566 + ], + "opposite_logprob_tokens": [ + -3.6513681411743164 + ], + "logprob_reward": -0.02636825665831566, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636825665831566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719049721956253, + 0.2502113878726959, + 0.023919450119137764, + 0.06945466995239258, + 0.30160093307495117, + 0.03561030328273773, + 0.03839585930109024, + 0.04587294161319733, + 0.09233371913433075, + 0.03541024401783943 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02636825665831566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18471941351890564, + 0.22969359159469604, + 0.04151972010731697, + 0.06299979239702225, + 0.2507282793521881, + 0.024900317192077637, + 0.06915748864412308, + 0.07625549286603928, + 0.019833100959658623, + 0.04019276052713394 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.007628239691257477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817922666668892 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.01817922666668892, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817922666668892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0559157058596611, + 0.037928495556116104, + 0.029347611591219902, + 0.014942271634936333, + 0.3835848569869995, + 0.03757308050990105, + 0.3693952262401581, + 0.022251907736063004, + 0.023597216233611107, + 0.025463635101914406 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.01817922666668892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person perspective, as if shot through the driver's eyes, the camera remains static relative to the cab as it drives. The primary focus is on the truck's interior, revealing a weathered, dark gray plastic dashboard coated in a fine dust that accentuates its textured surface. A pair of strong, tanned hands with calloused knuckles grip the worn black steering wheel, their steady grip conveying a calm sense of control. Through the wide, sun-drenched windshield, a straight, unpaved country road stretches to the horizon, its surface a pale, dusty brown. As the truck moves at a steady pace, the bright, harsh sunlight of midday shines directly into the cab, illuminating countless motes of dust dancing in the air and casting stark, high-contrast shadows across the dashboard. The exterior scene is bathed in a warm golden light, with dry, yellowed grass lining the road beneath a vast, cloudless blue sky, creating a tranquil and slightly nostalgic atmosphere of a solitary journey just begun.", + "seed": 28768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_1335_seed_28768_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01616361578926444, + "vlm_logprob": -0.01616361578926444, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.01616361578926444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008717456832528114 + ], + "opposite_logprob_tokens": [ + -5.3837175369262695 + ], + "logprob_reward": -0.008717456832528114, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.008717456832528114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17545561492443085, + 0.05622674152255058, + 0.0673011988401413, + 0.24086682498455048, + 0.0377635657787323, + 0.07168562710285187, + 0.13446193933486938, + 0.08270853757858276, + 0.02601364254951477, + 0.10751626640558243 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.008717456832528114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13052766025066376, + 0.11334516108036041, + 0.08901216834783554, + 0.2727820575237274, + 0.04325548931956291, + 0.03288358077406883, + 0.08158743381500244, + 0.12136920541524887, + 0.036165766417980194, + 0.07907148450613022 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978105328977108 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.00978105328977108, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978105328977108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1941283643245697, + 0.18457026779651642, + 0.09303329139947891, + 0.1519782841205597, + 0.04177846759557724, + 0.07369819283485413, + 0.059974025934934616, + 0.11531325429677963, + 0.028377795591950417, + 0.057148050516843796 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00978105328977108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729913409799337 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.006729913409799337, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729913409799337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15949657559394836, + 0.10953822731971741, + 0.0693570077419281, + 0.3791064918041229, + 0.047950245440006256, + 0.015274441801011562, + 0.04261569678783417, + 0.07024513930082321, + 0.047922283411026, + 0.05849393829703331 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006729913409799337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304170608520508 + ], + "opposite_logprob_tokens": [ + -3.168041706085205 + ], + "logprob_reward": -0.04304170608520508, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304170608520508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741102397441864, + 0.045833781361579895, + 0.18250790238380432, + 0.5694872736930847, + 0.024909598752856255, + 0.01678166538476944, + 0.0192777831107378, + 0.036915555596351624, + 0.015831882134079933, + 0.014344315975904465 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04304170608520508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person perspective, as if shot through the driver's eyes, the camera remains static relative to the cab as it drives. The primary focus is on the truck's interior, revealing a weathered, dark gray plastic dashboard coated in a fine dust that accentuates its textured surface. A pair of strong, tanned hands with calloused knuckles grip the worn black steering wheel, their steady grip conveying a calm sense of control. Through the wide, sun-drenched windshield, a straight, unpaved country road stretches to the horizon, its surface a pale, dusty brown. As the truck moves at a steady pace, the bright, harsh sunlight of midday shines directly into the cab, illuminating countless motes of dust dancing in the air and casting stark, high-contrast shadows across the dashboard. The exterior scene is bathed in a warm golden light, with dry, yellowed grass lining the road beneath a vast, cloudless blue sky, creating a tranquil and slightly nostalgic atmosphere of a solitary journey just begun.", + "seed": 28769, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_1335_seed_28769_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01999385403469205, + "vlm_logprob": -0.01999385403469205, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.01999385403469205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014553111977875233 + ], + "opposite_logprob_tokens": [ + -4.764553070068359 + ], + "logprob_reward": -0.014553111977875233, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.014553111977875233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3763885200023651, + 0.15663529932498932, + 0.06009465828537941, + 0.05391690135002136, + 0.16008831560611725, + 0.05965331569314003, + 0.022484349086880684, + 0.0371534489095211, + 0.028691399842500687, + 0.0448937825858593 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014553111977875233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820111833512783 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.01820111833512783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820111833512783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17084698379039764, + 0.12559936940670013, + 0.150657057762146, + 0.15145041048526764, + 0.16347068548202515, + 0.03885163739323616, + 0.028639240190386772, + 0.039649203419685364, + 0.02770261839032173, + 0.1031327173113823 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01820111833512783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496061593294144 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.05496061593294144, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496061593294144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1117371916770935, + 0.21351869404315948, + 0.1892566829919815, + 0.10078766942024231, + 0.1322564333677292, + 0.06192559003829956, + 0.028824906796216965, + 0.02837185747921467, + 0.05988045409321785, + 0.07344046980142593 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.05496061593294144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632099531590939 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004632099531590939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632099531590939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.206963911652565, + 0.07259198278188705, + 0.12549759447574615, + 0.07949293404817581, + 0.11802046746015549, + 0.10067050904035568, + 0.03420364484190941, + 0.1216907799243927, + 0.11393041163682938, + 0.026937739923596382 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004632099531590939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622324395924807 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622324395924807, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622324395924807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33073973655700684, + 0.0716928243637085, + 0.05498469993472099, + 0.06185264512896538, + 0.09319643676280975, + 0.1317765712738037, + 0.042203452438116074, + 0.07180912792682648, + 0.0982365608215332, + 0.043507952243089676 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.007622324395924807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person perspective, as if shot through the driver's eyes, the camera remains static relative to the cab as it drives. The primary focus is on the truck's interior, revealing a weathered, dark gray plastic dashboard coated in a fine dust that accentuates its textured surface. A pair of strong, tanned hands with calloused knuckles grip the worn black steering wheel, their steady grip conveying a calm sense of control. Through the wide, sun-drenched windshield, a straight, unpaved country road stretches to the horizon, its surface a pale, dusty brown. As the truck moves at a steady pace, the bright, harsh sunlight of midday shines directly into the cab, illuminating countless motes of dust dancing in the air and casting stark, high-contrast shadows across the dashboard. The exterior scene is bathed in a warm golden light, with dry, yellowed grass lining the road beneath a vast, cloudless blue sky, creating a tranquil and slightly nostalgic atmosphere of a solitary journey just begun.", + "seed": 28770, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_13/index_1335_seed_28770_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01585517069324851, + "vlm_logprob": -0.01585517069324851, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.01585517069324851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012717809528112411 + ], + "opposite_logprob_tokens": [ + -4.7627177238464355 + ], + "logprob_reward": -0.012717809528112411, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.012717809528112411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32574284076690674, + 0.15483669936656952, + 0.07413651794195175, + 0.11249326914548874, + 0.02974860556423664, + 0.046782687306404114, + 0.09909306466579437, + 0.03617642819881439, + 0.07892688363790512, + 0.04206300899386406 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012717809528112411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363495737314224 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363495737314224, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363495737314224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17492111027240753, + 0.10331438481807709, + 0.08814788609743118, + 0.3261776864528656, + 0.03254585713148117, + 0.06812360882759094, + 0.05474644526839256, + 0.07426805049180984, + 0.01902284473180771, + 0.05873211473226547 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026363495737314224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194561824202538 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194561824202538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194561824202538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22781987488269806, + 0.10934094339609146, + 0.3488578498363495, + 0.13284891843795776, + 0.03795685991644859, + 0.035999368876218796, + 0.03293662890791893, + 0.023153625428676605, + 0.024254441261291504, + 0.026831556111574173 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.018194561824202538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058044508099556 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016058044508099556, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058044508099556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2617643177509308, + 0.1050715446472168, + 0.11467722803354263, + 0.1297312080860138, + 0.07506749033927917, + 0.055943332612514496, + 0.05121133476495743, + 0.028288863599300385, + 0.05399177595973015, + 0.12425292283296585 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.016058044508099556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a truck cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard dark gray plastic, weathered, and coated in fine dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tanned hands with calloused knuckles gripping a worn black steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the view through the windshield of a straight, unpaved country road with pale dusty brown surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show bright midday sunlight creating high-contrast shadows and illuminating dust motes in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059419418685138226 + ], + "opposite_logprob_tokens": [ + -5.130941867828369 + ], + "logprob_reward": -0.0059419418685138226, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059419418685138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34279465675354004, + 0.09206671267747879, + 0.11987893283367157, + 0.11157335340976715, + 0.06375932693481445, + 0.09300896525382996, + 0.034924156963825226, + 0.03779423609375954, + 0.04402051866054535, + 0.06017915531992912 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0059419418685138226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_tensor([7898, 7898])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_tensor([7898, 7898])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd9c66be5466962c07c9de44ea08f97c8d692af3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_tensor([7898, 7898])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "horizontal camera, synchronizing its ascent with a subject in a slow, graceful spiral, perfectly captures what a user describes as a \"relaxing rhythm.\" The lens focuses on a magnetically levitated alchemy furnace, constructed from a smooth, seamless obsidian-like material, suspended in the center of a futuristic quiet room. The room boasts a minimalist design, with walls and floor composed of a single-piece matte gray composite material that absorbs unwanted sound and light. A soft, steady violet glow permeates the furnace's interior, permeating certain translucent areas and shrouding the surrounding air with a mysterious haze. As the furnace slowly, almost imperceptibly rotates and spirals upward, the intricate ancient runes engraved on its surface come to life. These runes, composed not of physical carvings but of flowing energy, alternately brighter and darker, their light flowing and chasing across the furnace's smooth, curved surface, creating a constantly shifting play of light and shadow. Cool white light from concealed ceiling strips creates sharp, contoured highlights on the furnace's surface, contrasting sharply with the warm purple light filtering through from within. The entire scene strikes a delicate balance between technological sophistication and the mystery of ancient ritual, creating an atmosphere of informal, technological ritual that is both focused and deeply relaxed, imbued with intimacy.", + "seed": 22725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_7898_seed_22725_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3147100968286395, + "vlm_logprob": -0.3147100968286395, + "vlm_yes_no_margin": 1.874999988079071, + "vlm_token_credit": -0.3147100968286395, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3651331067085266 + ], + "opposite_logprob_tokens": [ + -1.2401330471038818 + ], + "logprob_reward": -0.3651331067085266, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3651331067085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945786327123642, + 0.06882429122924805, + 0.06261025369167328, + 0.054943282157182693, + 0.11622875928878784, + 0.05232314392924309, + 0.09246032685041428, + 0.16317971050739288, + 0.11802678555250168, + 0.07682479918003082 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.3651331067085266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134309649467468 + ], + "opposite_logprob_tokens": [ + -1.3134310245513916 + ], + "logprob_reward": -0.3134309649467468, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134309649467468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147712990641594, + 0.07747633010149002, + 0.06171710789203644, + 0.04952843859791756, + 0.07508489489555359, + 0.10544690489768982, + 0.20228485763072968, + 0.14462561905384064, + 0.07439543306827545, + 0.09466908872127533 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.3134309649467468 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261958956718445 + ], + "opposite_logprob_tokens": [ + -0.5761958956718445 + ], + "logprob_reward": -0.8261958956718445, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261958956718445, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15689519047737122, + 0.0381239615380764, + 0.059431564062833786, + 0.07376804202795029, + 0.04915809631347656, + 0.032744716852903366, + 0.027834679931402206, + 0.4963782727718353, + 0.021852415055036545, + 0.04381301999092102 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.8261958956718445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067402152344584465 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.0067402152344584465, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067402152344584465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17326340079307556, + 0.10837790369987488, + 0.06350833922624588, + 0.09436779469251633, + 0.13426217436790466, + 0.07444437593221664, + 0.051323678344488144, + 0.19776944816112518, + 0.07213758677244186, + 0.030545232817530632 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0067402152344584465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205030158162117 + ], + "opposite_logprob_tokens": [ + -2.8120503425598145 + ], + "logprob_reward": -0.06205030158162117, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205030158162117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15859076380729675, + 0.08881057798862457, + 0.036202333867549896, + 0.09283389896154404, + 0.21820849180221558, + 0.1028689295053482, + 0.08287575095891953, + 0.14601056277751923, + 0.039742361754179, + 0.03385637328028679 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.06205030158162117 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal camera, synchronizing its ascent with a subject in a slow, graceful spiral, perfectly captures what a user describes as a \"relaxing rhythm.\" The lens focuses on a magnetically levitated alchemy furnace, constructed from a smooth, seamless obsidian-like material, suspended in the center of a futuristic quiet room. The room boasts a minimalist design, with walls and floor composed of a single-piece matte gray composite material that absorbs unwanted sound and light. A soft, steady violet glow permeates the furnace's interior, permeating certain translucent areas and shrouding the surrounding air with a mysterious haze. As the furnace slowly, almost imperceptibly rotates and spirals upward, the intricate ancient runes engraved on its surface come to life. These runes, composed not of physical carvings but of flowing energy, alternately brighter and darker, their light flowing and chasing across the furnace's smooth, curved surface, creating a constantly shifting play of light and shadow. Cool white light from concealed ceiling strips creates sharp, contoured highlights on the furnace's surface, contrasting sharply with the warm purple light filtering through from within. The entire scene strikes a delicate balance between technological sophistication and the mystery of ancient ritual, creating an atmosphere of informal, technological ritual that is both focused and deeply relaxed, imbued with intimacy.", + "seed": 22726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_7898_seed_22726_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16240796111524106, + "vlm_logprob": -0.16240796111524106, + "vlm_yes_no_margin": 2.100000023841858, + "vlm_token_credit": -0.16240796111524106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2694195806980133 + ], + "opposite_logprob_tokens": [ + -1.519419550895691 + ], + "logprob_reward": -0.2694195806980133, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2694195806980133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12760029733181, + 0.04549014940857887, + 0.052814651280641556, + 0.08788152039051056, + 0.05666530504822731, + 0.037022314965724945, + 0.05881275609135628, + 0.2623468041419983, + 0.18863005936145782, + 0.08273620158433914 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.2694195806980133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813194692134857 + ], + "opposite_logprob_tokens": [ + -1.406319499015808 + ], + "logprob_reward": -0.2813194692134857, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813194692134857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1264227330684662, + 0.06420446932315826, + 0.12310032546520233, + 0.056196630001068115, + 0.0567876435816288, + 0.06231238320469856, + 0.08297104388475418, + 0.12568795680999756, + 0.05507460981607437, + 0.247242271900177 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2813194692134857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281027019023895 + ], + "opposite_logprob_tokens": [ + -2.017810344696045 + ], + "logprob_reward": -0.14281027019023895, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281027019023895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10970301181077957, + 0.16801580786705017, + 0.09271033853292465, + 0.07333248108625412, + 0.056114643812179565, + 0.11580865830183029, + 0.06407453119754791, + 0.11782992631196976, + 0.027813715860247612, + 0.17459698021411896 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.14281027019023895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818566583096981 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818566583096981, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818566583096981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09950793534517288, + 0.05568047612905502, + 0.12585577368736267, + 0.07593744248151779, + 0.036604683846235275, + 0.052013907581567764, + 0.1367875635623932, + 0.11030036211013794, + 0.1223897933959961, + 0.18492209911346436 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.01818566583096981 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030481964349747 + ], + "opposite_logprob_tokens": [ + -2.3503048419952393 + ], + "logprob_reward": -0.10030481964349747, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030481964349747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10701023787260056, + 0.07694414258003235, + 0.14044415950775146, + 0.04285995662212372, + 0.08150962740182877, + 0.026231970638036728, + 0.029858872294425964, + 0.052856434136629105, + 0.21435734629631042, + 0.22792717814445496 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.10030481964349747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal camera, synchronizing its ascent with a subject in a slow, graceful spiral, perfectly captures what a user describes as a \"relaxing rhythm.\" The lens focuses on a magnetically levitated alchemy furnace, constructed from a smooth, seamless obsidian-like material, suspended in the center of a futuristic quiet room. The room boasts a minimalist design, with walls and floor composed of a single-piece matte gray composite material that absorbs unwanted sound and light. A soft, steady violet glow permeates the furnace's interior, permeating certain translucent areas and shrouding the surrounding air with a mysterious haze. As the furnace slowly, almost imperceptibly rotates and spirals upward, the intricate ancient runes engraved on its surface come to life. These runes, composed not of physical carvings but of flowing energy, alternately brighter and darker, their light flowing and chasing across the furnace's smooth, curved surface, creating a constantly shifting play of light and shadow. Cool white light from concealed ceiling strips creates sharp, contoured highlights on the furnace's surface, contrasting sharply with the warm purple light filtering through from within. The entire scene strikes a delicate balance between technological sophistication and the mystery of ancient ritual, creating an atmosphere of informal, technological ritual that is both focused and deeply relaxed, imbued with intimacy.", + "seed": 22727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_7898_seed_22727_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07794256182387471, + "vlm_logprob": -0.07794256182387471, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.07794256182387471, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21424290537834167 + ], + "opposite_logprob_tokens": [ + -1.714242935180664 + ], + "logprob_reward": -0.21424290537834167, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21424290537834167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0493396557867527, + 0.04310479760169983, + 0.04858648031949997, + 0.4373767375946045, + 0.0261800829321146, + 0.02687811106443405, + 0.07193648815155029, + 0.08420780301094055, + 0.14615724980831146, + 0.0662325769662857 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.21424290537834167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865830019116402 + ], + "opposite_logprob_tokens": [ + -3.0486583709716797 + ], + "logprob_reward": -0.04865830019116402, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865830019116402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10971500724554062, + 0.09106488525867462, + 0.04516572132706642, + 0.3037026524543762, + 0.027184708043932915, + 0.032622553408145905, + 0.07822273671627045, + 0.03582108020782471, + 0.04202590882778168, + 0.2344747632741928 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.04865830019116402 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902473747730255 + ], + "opposite_logprob_tokens": [ + -2.464024782180786 + ], + "logprob_reward": -0.08902473747730255, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902473747730255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14094260334968567, + 0.0564514696598053, + 0.1499110609292984, + 0.15041781961917877, + 0.026929467916488647, + 0.03779950737953186, + 0.03022361733019352, + 0.15952609479427338, + 0.09752848744392395, + 0.15026986598968506 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.08902473747730255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13678404688835144, + 0.07188941538333893, + 0.13133753836154938, + 0.20703917741775513, + 0.06056889519095421, + 0.0343182347714901, + 0.19090397655963898, + 0.057589828968048096, + 0.04849011451005936, + 0.06107879430055618 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0040937201119959354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09977598488330841, + 0.1747155785560608, + 0.052300531417131424, + 0.3187485337257385, + 0.020367451012134552, + 0.014208324253559113, + 0.170756995677948, + 0.026478221639990807, + 0.03780164197087288, + 0.08484675735235214 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.03369314596056938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal camera, synchronizing its ascent with a subject in a slow, graceful spiral, perfectly captures what a user describes as a \"relaxing rhythm.\" The lens focuses on a magnetically levitated alchemy furnace, constructed from a smooth, seamless obsidian-like material, suspended in the center of a futuristic quiet room. The room boasts a minimalist design, with walls and floor composed of a single-piece matte gray composite material that absorbs unwanted sound and light. A soft, steady violet glow permeates the furnace's interior, permeating certain translucent areas and shrouding the surrounding air with a mysterious haze. As the furnace slowly, almost imperceptibly rotates and spirals upward, the intricate ancient runes engraved on its surface come to life. These runes, composed not of physical carvings but of flowing energy, alternately brighter and darker, their light flowing and chasing across the furnace's smooth, curved surface, creating a constantly shifting play of light and shadow. Cool white light from concealed ceiling strips creates sharp, contoured highlights on the furnace's surface, contrasting sharply with the warm purple light filtering through from within. The entire scene strikes a delicate balance between technological sophistication and the mystery of ancient ritual, creating an atmosphere of informal, technological ritual that is both focused and deeply relaxed, imbued with intimacy.", + "seed": 22728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_14/index_7898_seed_22728_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08332317098975181, + "vlm_logprob": -0.08332317098975181, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.08332317098975181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16180375218391418 + ], + "opposite_logprob_tokens": [ + -2.036803722381592 + ], + "logprob_reward": -0.16180375218391418, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.16180375218391418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13005280494689941, + 0.09389297664165497, + 0.07245006412267685, + 0.06432392448186874, + 0.14140506088733673, + 0.07290848344564438, + 0.04378337413072586, + 0.1094464361667633, + 0.1602935940027237, + 0.11144327372312546 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.16180375218391418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293862760066986 + ], + "opposite_logprob_tokens": [ + -2.237938642501831 + ], + "logprob_reward": -0.11293862760066986, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293862760066986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08008765429258347, + 0.07891776412725449, + 0.09713440388441086, + 0.05914641544222832, + 0.05362961068749428, + 0.2459840029478073, + 0.09010426700115204, + 0.0916765108704567, + 0.13855446875095367, + 0.06476487219333649 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.11293862760066986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903717249631882 + ], + "opposite_logprob_tokens": [ + -2.4640371799468994 + ], + "logprob_reward": -0.08903717249631882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903717249631882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03418660908937454, + 0.0477602519094944, + 0.13095290958881378, + 0.0441938154399395, + 0.025795433670282364, + 0.6560539603233337, + 0.02170988731086254, + 0.014453081414103508, + 0.013417824171483517, + 0.011476329527795315 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.08903717249631882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06372832506895065, + 0.17159874737262726, + 0.047465626150369644, + 0.04120692238211632, + 0.10383234918117523, + 0.08222204446792603, + 0.06310884654521942, + 0.20201364159584045, + 0.08571306616067886, + 0.1391104906797409 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.009779755026102066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned horizontally and moving upward in a spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a magnetically levitated alchemy furnace made of smooth, seamless obsidian-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a minimalist futuristic room with walls and floor made of a single-piece matte gray composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the furnace emit a soft, steady violet glow from its interior that creates a mysterious haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ancient runes on the furnace's surface visible as flowing energy that alternates between brighter and darker states?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305654764175415 + ], + "opposite_logprob_tokens": [ + -3.1680564880371094 + ], + "logprob_reward": -0.04305654764175415, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305654764175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07951671630144119, + 0.17071151733398438, + 0.029322143644094467, + 0.1403762698173523, + 0.055445507168769836, + 0.17133882641792297, + 0.048461683094501495, + 0.13032054901123047, + 0.0732811987400055, + 0.1012256070971489 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.04305654764175415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_tensor([4163, 4163])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_tensor([4163, 4163])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cea7214c32a4c8eb86ddc2ede8deb664c51d9e4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_tensor([4163, 4163])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth tracking motion, slowly circling counterclockwise, transports viewers to a tranquil underwater world composed entirely of deep blue voxels, focusing on a massive, upside-down jellyfish. Composed of translucent voxels emitting an ethereal blue and soft purple glow, the jellyfish's bell-shaped body rests securely on a blocky \"seafloor,\" while its delicate, branching tentacles gracefully reach toward the waters above. Its rhythmic pulse pulses, each gentle yet powerful contraction releasing clusters of vibrantly colored, glowing pixelated blocks from the tips of its tentacles. As if guided by an unseen force, these blocks, in shades of warm orange, vibrant pink, and electric green, fly outward with intelligent precision, clicking seamlessly into the fabric of a complex coral reef fortress rising from the ground, gradually building up majestic towers, elegant arches, and intricate lattices. The entire construction process is illuminated by the light emitted by the jellyfish itself and the newly built blocks, casting dynamic, chiseled geometric shadows in the deep voxel ocean. Countless tiny glowing voxel particles float around like plankton, creating a peaceful and magical atmosphere that is both creative and hypnotic.", + "seed": 3954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_4163_seed_3954_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0990222760476172, + "vlm_logprob": -0.0990222760476172, + "vlm_yes_no_margin": 3.425000011920929, + "vlm_token_credit": -0.0990222760476172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3541046977043152 + ], + "opposite_logprob_tokens": [ + -1.22910475730896 + ], + "logprob_reward": -0.3541046977043152, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3541046977043152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7839332818984985, + 0.0663628801703453, + 0.02237662486732006, + 0.014499575830996037, + 0.011427446268498898, + 0.04036422446370125, + 0.030960869044065475, + 0.007842114195227623, + 0.009800433181226254, + 0.012432520277798176 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.3541046977043152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962205585092306 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962205585092306, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962205585092306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5027157068252563, + 0.11535434424877167, + 0.023601526394486427, + 0.11290116608142853, + 0.03380170837044716, + 0.13426877558231354, + 0.03598599135875702, + 0.014380425214767456, + 0.010407150723040104, + 0.0165831558406353 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005962205585092306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5465547442436218, + 0.08479377627372742, + 0.059651199728250504, + 0.05888274312019348, + 0.048438090831041336, + 0.09235981851816177, + 0.046118445694446564, + 0.017467454075813293, + 0.02714894525706768, + 0.01858482137322426 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.011071558110415936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6292620897293091, + 0.07568613439798355, + 0.026232775300741196, + 0.026760559529066086, + 0.01290584821254015, + 0.09258586168289185, + 0.035762760788202286, + 0.03716205433011055, + 0.03679785504937172, + 0.0268440879881382 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289475858211517 + ], + "opposite_logprob_tokens": [ + -2.2378947734832764 + ], + "logprob_reward": -0.11289475858211517, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289475858211517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6288881301879883, + 0.04271749034523964, + 0.027563514187932014, + 0.05533323436975479, + 0.02183293178677559, + 0.09847510606050491, + 0.07604177296161652, + 0.02184741571545601, + 0.016971111297607422, + 0.010329362004995346 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.11289475858211517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking motion, slowly circling counterclockwise, transports viewers to a tranquil underwater world composed entirely of deep blue voxels, focusing on a massive, upside-down jellyfish. Composed of translucent voxels emitting an ethereal blue and soft purple glow, the jellyfish's bell-shaped body rests securely on a blocky \"seafloor,\" while its delicate, branching tentacles gracefully reach toward the waters above. Its rhythmic pulse pulses, each gentle yet powerful contraction releasing clusters of vibrantly colored, glowing pixelated blocks from the tips of its tentacles. As if guided by an unseen force, these blocks, in shades of warm orange, vibrant pink, and electric green, fly outward with intelligent precision, clicking seamlessly into the fabric of a complex coral reef fortress rising from the ground, gradually building up majestic towers, elegant arches, and intricate lattices. The entire construction process is illuminated by the light emitted by the jellyfish itself and the newly built blocks, casting dynamic, chiseled geometric shadows in the deep voxel ocean. Countless tiny glowing voxel particles float around like plankton, creating a peaceful and magical atmosphere that is both creative and hypnotic.", + "seed": 3955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_4163_seed_3955_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09825322469696403, + "vlm_logprob": -0.09825322469696403, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.09825322469696403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0318477489054203 + ], + "opposite_logprob_tokens": [ + -3.7818477153778076 + ], + "logprob_reward": -0.0318477489054203, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0318477489054203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1980329006910324, + 0.08067838102579117, + 0.06256984919309616, + 0.04589758440852165, + 0.21005815267562866, + 0.061691999435424805, + 0.024935780093073845, + 0.04635999724268913, + 0.08470131456851959, + 0.1850740760564804 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0318477489054203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750043015927076 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006750043015927076, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750043015927076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06069394201040268, + 0.03500664606690407, + 0.02370411530137062, + 0.05226811766624451, + 0.16018711030483246, + 0.0787351205945015, + 0.1262437403202057, + 0.034873686730861664, + 0.11458845436573029, + 0.3136990964412689 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.006750043015927076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028412193059921 + ], + "opposite_logprob_tokens": [ + -2.3502840995788574 + ], + "logprob_reward": -0.10028412193059921, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028412193059921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09156079590320587, + 0.06753193587064743, + 0.08000923693180084, + 0.11694668978452682, + 0.10339415073394775, + 0.08464109152555466, + 0.16236142814159393, + 0.03241773322224617, + 0.2016945332288742, + 0.05944233760237694 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.10028412193059921 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034137964248657 + ], + "opposite_logprob_tokens": [ + -2.350341320037842 + ], + "logprob_reward": -0.10034137964248657, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034137964248657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05007247254252434, + 0.04669664055109024, + 0.022884411737322807, + 0.05912007763981819, + 0.03225717693567276, + 0.06698198616504669, + 0.2546534836292267, + 0.07535208761692047, + 0.09724745154380798, + 0.29473429918289185 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.10034137964248657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204282999038696 + ], + "opposite_logprob_tokens": [ + -1.5020427703857422 + ], + "logprob_reward": -0.25204282999038696, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204282999038696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052499040961265564, + 0.03283395245671272, + 0.03248529136180878, + 0.0928342342376709, + 0.04842747002840042, + 0.28975585103034973, + 0.059232838451862335, + 0.04404626414179802, + 0.10950690507888794, + 0.23837821185588837 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.25204282999038696 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking motion, slowly circling counterclockwise, transports viewers to a tranquil underwater world composed entirely of deep blue voxels, focusing on a massive, upside-down jellyfish. Composed of translucent voxels emitting an ethereal blue and soft purple glow, the jellyfish's bell-shaped body rests securely on a blocky \"seafloor,\" while its delicate, branching tentacles gracefully reach toward the waters above. Its rhythmic pulse pulses, each gentle yet powerful contraction releasing clusters of vibrantly colored, glowing pixelated blocks from the tips of its tentacles. As if guided by an unseen force, these blocks, in shades of warm orange, vibrant pink, and electric green, fly outward with intelligent precision, clicking seamlessly into the fabric of a complex coral reef fortress rising from the ground, gradually building up majestic towers, elegant arches, and intricate lattices. The entire construction process is illuminated by the light emitted by the jellyfish itself and the newly built blocks, casting dynamic, chiseled geometric shadows in the deep voxel ocean. Countless tiny glowing voxel particles float around like plankton, creating a peaceful and magical atmosphere that is both creative and hypnotic.", + "seed": 3956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_4163_seed_3956_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05091890767216682, + "vlm_logprob": -0.05091890767216682, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05091890767216682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04764210060238838 + ], + "opposite_logprob_tokens": [ + -3.1726419925689697 + ], + "logprob_reward": -0.04764210060238838, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04764210060238838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10653533786535263, + 0.178947314620018, + 0.1127876564860344, + 0.12494673579931259, + 0.16696347296237946, + 0.03809969499707222, + 0.04333378002047539, + 0.05007689818739891, + 0.03658132627606392, + 0.1417277455329895 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.04764210060238838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865234062075615 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.00865234062075615, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865234062075615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10931339859962463, + 0.1832117736339569, + 0.0938994511961937, + 0.06951330602169037, + 0.0683613047003746, + 0.13099370896816254, + 0.08416352421045303, + 0.0704074501991272, + 0.08134375512599945, + 0.10879235714673996 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.00865234062075615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430484414100647 + ], + "opposite_logprob_tokens": [ + -3.16804838180542 + ], + "logprob_reward": -0.0430484414100647, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430484414100647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04318203404545784, + 0.27057114243507385, + 0.06801646202802658, + 0.1956280618906021, + 0.09195888042449951, + 0.038571521639823914, + 0.040963493287563324, + 0.06232484057545662, + 0.08934815973043442, + 0.09943538904190063 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.0430484414100647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496591702103615 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.05496591702103615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496591702103615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06755750626325607, + 0.14612767100334167, + 0.06752996146678925, + 0.1778535097837448, + 0.08154841512441635, + 0.07469790428876877, + 0.194345623254776, + 0.05469747632741928, + 0.06991001218557358, + 0.06573186069726944 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.05496591702103615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028573870658875 + ], + "opposite_logprob_tokens": [ + -2.350285768508911 + ], + "logprob_reward": -0.10028573870658875, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028573870658875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11028863489627838, + 0.17519308626651764, + 0.06379012018442154, + 0.15711942315101624, + 0.1410808265209198, + 0.07662378996610641, + 0.04851202666759491, + 0.0503368005156517, + 0.10463044792413712, + 0.07242488861083984 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.10028573870658875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth tracking motion, slowly circling counterclockwise, transports viewers to a tranquil underwater world composed entirely of deep blue voxels, focusing on a massive, upside-down jellyfish. Composed of translucent voxels emitting an ethereal blue and soft purple glow, the jellyfish's bell-shaped body rests securely on a blocky \"seafloor,\" while its delicate, branching tentacles gracefully reach toward the waters above. Its rhythmic pulse pulses, each gentle yet powerful contraction releasing clusters of vibrantly colored, glowing pixelated blocks from the tips of its tentacles. As if guided by an unseen force, these blocks, in shades of warm orange, vibrant pink, and electric green, fly outward with intelligent precision, clicking seamlessly into the fabric of a complex coral reef fortress rising from the ground, gradually building up majestic towers, elegant arches, and intricate lattices. The entire construction process is illuminated by the light emitted by the jellyfish itself and the newly built blocks, casting dynamic, chiseled geometric shadows in the deep voxel ocean. Countless tiny glowing voxel particles float around like plankton, creating a peaceful and magical atmosphere that is both creative and hypnotic.", + "seed": 3957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_15/index_4163_seed_3957_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11431425660848618, + "vlm_logprob": -0.11431425660848618, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.11431425660848618, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05055150017142296 + ], + "opposite_logprob_tokens": [ + -3.175551414489746 + ], + "logprob_reward": -0.05055150017142296, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05055150017142296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42604318261146545, + 0.060931988060474396, + 0.13001108169555664, + 0.03189730644226074, + 0.04846442863345146, + 0.034041304141283035, + 0.06059342622756958, + 0.04128720983862877, + 0.05340401828289032, + 0.1133260577917099 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.05055150017142296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371411934494972 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371411934494972, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371411934494972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13618318736553192, + 0.4858264923095703, + 0.0960564836859703, + 0.030368894338607788, + 0.03545333445072174, + 0.031545624136924744, + 0.08916163444519043, + 0.03528137877583504, + 0.025299789384007454, + 0.03482309728860855 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03371411934494972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702159583568573 + ], + "opposite_logprob_tokens": [ + -2.127021551132202 + ], + "logprob_reward": -0.12702159583568573, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702159583568573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07204382121562958, + 0.25523433089256287, + 0.05286281555891037, + 0.05378332361578941, + 0.03448525816202164, + 0.06307810544967651, + 0.24946388602256775, + 0.023042533546686172, + 0.03775995969772339, + 0.1582460105419159 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.12702159583568573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900420576334 + ], + "opposite_logprob_tokens": [ + -2.5790042877197266 + ], + "logprob_reward": -0.07900420576334, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900420576334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1569950431585312, + 0.30153653025627136, + 0.040124934166669846, + 0.02807127870619297, + 0.035967085510492325, + 0.14067773520946503, + 0.0523640476167202, + 0.014760066755115986, + 0.07039423286914825, + 0.15910913050174713 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07900420576334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater and composed entirely of deep blue voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive jellyfish visible, upside down, with a translucent body emitting blue and purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish rest on a blocky seafloor while its tentacles reach upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do glowing pixelated blocks in warm orange, pink, and green fly from the tentacles to build a coral reef fortress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move with a smooth tracking motion, slowly circling counterclockwise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28127986192703247 + ], + "opposite_logprob_tokens": [ + -1.4062798023223877 + ], + "logprob_reward": -0.28127986192703247, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28127986192703247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366412341594696, + 0.41494569182395935, + 0.09970573335886002, + 0.018286120146512985, + 0.04402623325586319, + 0.0950474962592125, + 0.08601465821266174, + 0.037544313818216324, + 0.032437779009342194, + 0.03535079210996628 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.28127986192703247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_tensor([4717, 4717])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_tensor([4717, 4717])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ddedd438f9a12f4186cb4db0bb2d9ef0237f8d2c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_tensor([4717, 4717])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "On an outdoor basketball court, a low-angle, medium-length shot slowly tracks a young boy, approximately eight years old. He's intensely focused, his sweat-soaked brown hair matted to his forehead, his expression focused. Dressed in a sky-blue basketball jersey and matching shorts, he maintains a low-cut, athletic squat. His right hand expertly and rhythmically presses a bright orange basketball onto the cracked asphalt; his dribbles are low and controlled, a steady rhythm on the quiet afternoon. The warm golden light of the setting sun bathes the landscape, casting long, sharp shadows on the boy and the bouncing ball, each upward return capturing the worn, pebbled texture of the basketball. The camera's subtle tracking movements follow his every movement, keeping him at the center of the frame, while the background (a chain link fence adjacent to the park) remains softly out of focus, creating a deeply personal and unwavering atmosphere centered on the boy's solitary practice.", + "seed": 1764, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_4717_seed_1764_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07087687067687512, + "vlm_logprob": -0.07087687067687512, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07087687067687512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2670581042766571 + ], + "opposite_logprob_tokens": [ + -1.5170581340789795 + ], + "logprob_reward": -0.2670581042766571, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2670581042766571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09459336847066879, + 0.08584227412939072, + 0.3215909004211426, + 0.036826327443122864, + 0.04806053638458252, + 0.1563425362110138, + 0.06731557846069336, + 0.027430705726146698, + 0.11430469900369644, + 0.04769305884838104 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.2670581042766571 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014247599057853222 + ], + "opposite_logprob_tokens": [ + -4.264247417449951 + ], + "logprob_reward": -0.014247599057853222, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014247599057853222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10120423138141632, + 0.05208465829491615, + 0.10506109893321991, + 0.052153922617435455, + 0.08141651004552841, + 0.1333477944135666, + 0.16692063212394714, + 0.039181966334581375, + 0.12091530859470367, + 0.14771385490894318 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.014247599057853222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864406768232584 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.00864406768232584, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864406768232584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1369318664073944, + 0.08456980437040329, + 0.1392756551504135, + 0.10783270001411438, + 0.059394605457782745, + 0.08488193154335022, + 0.21506787836551666, + 0.032547805458307266, + 0.0890602245926857, + 0.05043746158480644 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.00864406768232584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2403128296136856, + 0.1409570425748825, + 0.12135233730077744, + 0.18846246600151062, + 0.04787616804242134, + 0.09397097676992416, + 0.04568425565958023, + 0.05569317191839218, + 0.035016175359487534, + 0.030674627050757408 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.038095004856586456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633957751095295 + ], + "opposite_logprob_tokens": [ + -3.651339530944824 + ], + "logprob_reward": -0.02633957751095295, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633957751095295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1078559011220932, + 0.09550295025110245, + 0.24735766649246216, + 0.10841699689626694, + 0.05049753561615944, + 0.1113353818655014, + 0.14800621569156647, + 0.03440678492188454, + 0.03326142579317093, + 0.0633590891957283 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.02633957751095295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "On an outdoor basketball court, a low-angle, medium-length shot slowly tracks a young boy, approximately eight years old. He's intensely focused, his sweat-soaked brown hair matted to his forehead, his expression focused. Dressed in a sky-blue basketball jersey and matching shorts, he maintains a low-cut, athletic squat. His right hand expertly and rhythmically presses a bright orange basketball onto the cracked asphalt; his dribbles are low and controlled, a steady rhythm on the quiet afternoon. The warm golden light of the setting sun bathes the landscape, casting long, sharp shadows on the boy and the bouncing ball, each upward return capturing the worn, pebbled texture of the basketball. The camera's subtle tracking movements follow his every movement, keeping him at the center of the frame, while the background (a chain link fence adjacent to the park) remains softly out of focus, creating a deeply personal and unwavering atmosphere centered on the boy's solitary practice.", + "seed": 1765, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_4717_seed_1765_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07001514537259937, + "vlm_logprob": -0.07001514537259937, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07001514537259937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26935985684394836 + ], + "opposite_logprob_tokens": [ + -1.519359827041626 + ], + "logprob_reward": -0.26935985684394836, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26935985684394836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3904050588607788, + 0.06531760841608047, + 0.05032365024089813, + 0.1841922551393509, + 0.06391379982233047, + 0.042941417545080185, + 0.10338133573532104, + 0.04640895873308182, + 0.02216307632625103, + 0.030952855944633484 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.26935985684394836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012587974779307842 + ], + "opposite_logprob_tokens": [ + -4.387588024139404 + ], + "logprob_reward": -0.012587974779307842, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012587974779307842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4070104658603668, + 0.052358463406562805, + 0.07990914583206177, + 0.13369576632976532, + 0.07080420851707458, + 0.11278092861175537, + 0.0468687079846859, + 0.055833850055933, + 0.018485339358448982, + 0.022253161296248436 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.012587974779307842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746016908437014 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006746016908437014, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746016908437014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11631904542446136, + 0.03346225991845131, + 0.02678564377129078, + 0.4836706817150116, + 0.10569905489683151, + 0.03203651309013367, + 0.047258660197257996, + 0.10000564903020859, + 0.03290655463933945, + 0.021855922415852547 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.006746016908437014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097530603408813 + ], + "opposite_logprob_tokens": [ + -3.288097620010376 + ], + "logprob_reward": -0.038097530603408813, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097530603408813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32254868745803833, + 0.0521080419421196, + 0.027322329580783844, + 0.3851030766963959, + 0.07178150117397308, + 0.025841115042567253, + 0.045060478150844574, + 0.04430142417550087, + 0.014975599013268948, + 0.01095768716186285 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038097530603408813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3523101210594177, + 0.06084948778152466, + 0.04067179933190346, + 0.34090182185173035, + 0.02142009697854519, + 0.02765684761106968, + 0.06459139287471771, + 0.03267320618033409, + 0.023336460813879967, + 0.03558869659900665 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.023284347727894783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "On an outdoor basketball court, a low-angle, medium-length shot slowly tracks a young boy, approximately eight years old. He's intensely focused, his sweat-soaked brown hair matted to his forehead, his expression focused. Dressed in a sky-blue basketball jersey and matching shorts, he maintains a low-cut, athletic squat. His right hand expertly and rhythmically presses a bright orange basketball onto the cracked asphalt; his dribbles are low and controlled, a steady rhythm on the quiet afternoon. The warm golden light of the setting sun bathes the landscape, casting long, sharp shadows on the boy and the bouncing ball, each upward return capturing the worn, pebbled texture of the basketball. The camera's subtle tracking movements follow his every movement, keeping him at the center of the frame, while the background (a chain link fence adjacent to the park) remains softly out of focus, creating a deeply personal and unwavering atmosphere centered on the boy's solitary practice.", + "seed": 1766, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_4717_seed_1766_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04598214766010642, + "vlm_logprob": -0.04598214766010642, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.04598214766010642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16139532625675201 + ], + "opposite_logprob_tokens": [ + -2.036395311355591 + ], + "logprob_reward": -0.16139532625675201, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.16139532625675201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2115793377161026, + 0.10499349236488342, + 0.09213999658823013, + 0.3107951879501343, + 0.059470776468515396, + 0.04047619178891182, + 0.05042770132422447, + 0.03405692055821419, + 0.05162479355931282, + 0.04443557560443878 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.16139532625675201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01423984207212925 + ], + "opposite_logprob_tokens": [ + -4.26423978805542 + ], + "logprob_reward": -0.01423984207212925, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01423984207212925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14963528513908386, + 0.19499753415584564, + 0.11860743910074234, + 0.09554994851350784, + 0.11040133237838745, + 0.019598692655563354, + 0.07238975167274475, + 0.09387068450450897, + 0.07296174019575119, + 0.07198765128850937 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01423984207212925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644795786589384 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644795786589384, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644795786589384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543644815683365, + 0.06570234894752502, + 0.14160983264446259, + 0.2727169692516327, + 0.09013629704713821, + 0.05541708320379257, + 0.02840614691376686, + 0.053050193935632706, + 0.10965865850448608, + 0.02893803082406521 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.004644795786589384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11570868641138077, + 0.12449829280376434, + 0.04616441950201988, + 0.2421955168247223, + 0.05177156999707222, + 0.039985138922929764, + 0.08461972326040268, + 0.03288665786385536, + 0.24354106187820435, + 0.018628904595971107 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.02634631097316742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284463211894035 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284463211894035, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284463211894035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15999116003513336, + 0.08186442404985428, + 0.05253024026751518, + 0.20090843737125397, + 0.09960505366325378, + 0.08113186806440353, + 0.05001389607787132, + 0.06557325273752213, + 0.14777086675167084, + 0.06061079725623131 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.023284463211894035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "On an outdoor basketball court, a low-angle, medium-length shot slowly tracks a young boy, approximately eight years old. He's intensely focused, his sweat-soaked brown hair matted to his forehead, his expression focused. Dressed in a sky-blue basketball jersey and matching shorts, he maintains a low-cut, athletic squat. His right hand expertly and rhythmically presses a bright orange basketball onto the cracked asphalt; his dribbles are low and controlled, a steady rhythm on the quiet afternoon. The warm golden light of the setting sun bathes the landscape, casting long, sharp shadows on the boy and the bouncing ball, each upward return capturing the worn, pebbled texture of the basketball. The camera's subtle tracking movements follow his every movement, keeping him at the center of the frame, while the background (a chain link fence adjacent to the park) remains softly out of focus, creating a deeply personal and unwavering atmosphere centered on the boy's solitary practice.", + "seed": 1767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_2/index_4717_seed_1767_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04743451382964849, + "vlm_logprob": -0.04743451382964849, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04743451382964849, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10390155762434006 + ], + "opposite_logprob_tokens": [ + -2.3539016246795654 + ], + "logprob_reward": -0.10390155762434006, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10390155762434006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23837876319885254, + 0.06169012933969498, + 0.03670864179730415, + 0.2791360318660736, + 0.0655452162027359, + 0.07259836792945862, + 0.052854858338832855, + 0.04022272303700447, + 0.03119063563644886, + 0.12167468667030334 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.10390155762434006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568551115691662 + ], + "opposite_logprob_tokens": [ + -4.387568473815918 + ], + "logprob_reward": -0.012568551115691662, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568551115691662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4135865569114685, + 0.0329531654715538, + 0.028841402381658554, + 0.05152343958616257, + 0.0631500780582428, + 0.03754159063100815, + 0.24092474579811096, + 0.03641609847545624, + 0.01938590034842491, + 0.07567697018384933 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.012568551115691662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593751221895218 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593751221895218, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593751221895218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5282855033874512, + 0.06438043713569641, + 0.02258376218378544, + 0.04039405286312103, + 0.021356962621212006, + 0.031062055379152298, + 0.05952910706400871, + 0.0737464502453804, + 0.02754039131104946, + 0.13112126290798187 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.020593751221895218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890345573425293 + ], + "opposite_logprob_tokens": [ + -2.4640345573425293 + ], + "logprob_reward": -0.0890345573425293, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890345573425293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31962835788726807, + 0.06535959243774414, + 0.0476718507707119, + 0.051828496158123016, + 0.11293866485357285, + 0.10038439184427261, + 0.13401678204536438, + 0.08407065272331238, + 0.016571857035160065, + 0.06752937287092209 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0890345573425293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young boy approximately eight years old?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sky-blue basketball jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a bright orange basketball on cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by warm golden setting sun light casting long, sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle medium-length shot with the camera tracking the boy while keeping him centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22100795805454254, + 0.03468157351016998, + 0.017292719334363937, + 0.02676914446055889, + 0.028677893802523613, + 0.2840549051761627, + 0.02228662371635437, + 0.022109126672148705, + 0.014265026897192001, + 0.328855037689209 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.01107415184378624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_tensor([8114, 8114])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_tensor([8114, 8114])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7df245657be17a1731f31666f54e8d054f37de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_tensor([8114, 8114])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle, wide-angle shot captures the primal fury of a stormy ocean beneath a turbulent, gray sky. In the foreground lies the skeleton of an ancient wooden shipwreck, its dark, water-soaked timbers jagged and splintered, half-submerged in the surging, churning sea. A massive wave, its surface a towering wall of deep, translucent turquoise, gathers immense force as it rises, its leading edge beginning to curl into a vast plume of brilliant white foam. With breathtaking speed and catastrophic force, the wave crashes directly onto the wreck. The impact is brutal, exploding in a chaotic spray of seawater, sending shards of black timber flying through the air. At the precise moment of collision, the camera shakes violently, as if struck by the shockwave itself, momentarily blurring the image and viscerally conveying the sheer, chaotic force of the impact, creating a terrifying and awe-inspiring atmosphere that showcases the untamed power of nature.", + "seed": 1158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_8114_seed_1158_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034994651656597854, + "vlm_logprob": -0.034994651656597854, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.034994651656597854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14569449424743652 + ], + "opposite_logprob_tokens": [ + -2.0206944942474365 + ], + "logprob_reward": -0.14569449424743652, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14569449424743652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11853289604187012, + 0.0944107174873352, + 0.059364140033721924, + 0.052022308111190796, + 0.2718579173088074, + 0.08586107939481735, + 0.05714389681816101, + 0.10571746528148651, + 0.04259776696562767, + 0.11249185353517532 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.14569449424743652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03974060341715813, + 0.1958068311214447, + 0.22577838599681854, + 0.03401758149266243, + 0.07485996186733246, + 0.18601195514202118, + 0.052491072565317154, + 0.07423874735832214, + 0.01954575814306736, + 0.09750908613204956 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.014203409664332867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011836434714496136 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011836434714496136, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011836434714496136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10261102020740509, + 0.06092435121536255, + 0.03812626749277115, + 0.02510438673198223, + 0.0934210866689682, + 0.058053918182849884, + 0.18829242885112762, + 0.1518963724374771, + 0.0680311918258667, + 0.2135390043258667 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0011836434714496136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052520157769322395 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.0052520157769322395, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052520157769322395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021853042766451836, + 0.029258526861667633, + 0.05290807783603668, + 0.030670661479234695, + 0.038387853652238846, + 0.041896604001522064, + 0.17596398293972015, + 0.401272714138031, + 0.017709163948893547, + 0.19007934629917145 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.0052520157769322395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020201843231916428, + 0.011953724548220634, + 0.03849418833851814, + 0.021375747397542, + 0.020641468465328217, + 0.021739013493061066, + 0.128871887922287, + 0.6355303525924683, + 0.0365668386220932, + 0.06462495774030685 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.00863969512283802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot captures the primal fury of a stormy ocean beneath a turbulent, gray sky. In the foreground lies the skeleton of an ancient wooden shipwreck, its dark, water-soaked timbers jagged and splintered, half-submerged in the surging, churning sea. A massive wave, its surface a towering wall of deep, translucent turquoise, gathers immense force as it rises, its leading edge beginning to curl into a vast plume of brilliant white foam. With breathtaking speed and catastrophic force, the wave crashes directly onto the wreck. The impact is brutal, exploding in a chaotic spray of seawater, sending shards of black timber flying through the air. At the precise moment of collision, the camera shakes violently, as if struck by the shockwave itself, momentarily blurring the image and viscerally conveying the sheer, chaotic force of the impact, creating a terrifying and awe-inspiring atmosphere that showcases the untamed power of nature.", + "seed": 1159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_8114_seed_1159_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6318164940923452, + "vlm_logprob": -0.6318164940923452, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.6318164940923452, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.048870086669922 + ], + "opposite_logprob_tokens": [ + -0.048870157450437546 + ], + "logprob_reward": -3.048870086669922, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.048870086669922, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23100440204143524, + 0.030649559572339058, + 0.06447049975395203, + 0.3650403618812561, + 0.021213898435235023, + 0.02147097885608673, + 0.053346969187259674, + 0.10597015917301178, + 0.051376696676015854, + 0.055456459522247314 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -3.048870086669922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026474604383111 + ], + "opposite_logprob_tokens": [ + -3.651474714279175 + ], + "logprob_reward": -0.026474604383111, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026474604383111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23964281380176544, + 0.04328600689768791, + 0.06773822754621506, + 0.3735518157482147, + 0.024756887927651405, + 0.015498894266784191, + 0.04981955140829086, + 0.09320472180843353, + 0.052642859518527985, + 0.03985827416181564 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.026474604383111 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008673731237649918 + ], + "opposite_logprob_tokens": [ + -4.758673667907715 + ], + "logprob_reward": -0.008673731237649918, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008673731237649918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2116360366344452, + 0.0475626066327095, + 0.06467077881097794, + 0.3614269196987152, + 0.039461877197027206, + 0.015405092388391495, + 0.045781344175338745, + 0.11142930388450623, + 0.05209743604063988, + 0.0505286306142807 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.008673731237649918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637452632188797 + ], + "opposite_logprob_tokens": [ + -3.651374578475952 + ], + "logprob_reward": -0.02637452632188797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637452632188797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18247093260288239, + 0.024461455643177032, + 0.0645940825343132, + 0.28115835785865784, + 0.046156611293554306, + 0.03196834400296211, + 0.08574993163347244, + 0.08515332639217377, + 0.08748916536569595, + 0.11079777032136917 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.02637452632188797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048689521849155426 + ], + "opposite_logprob_tokens": [ + -3.048689603805542 + ], + "logprob_reward": -0.048689521849155426, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048689521849155426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17013834416866302, + 0.03523523733019829, + 0.2798159420490265, + 0.2010241597890854, + 0.031459610909223557, + 0.016560157760977745, + 0.04107752814888954, + 0.13981401920318604, + 0.031238263472914696, + 0.053636759519577026 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.048689521849155426 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot captures the primal fury of a stormy ocean beneath a turbulent, gray sky. In the foreground lies the skeleton of an ancient wooden shipwreck, its dark, water-soaked timbers jagged and splintered, half-submerged in the surging, churning sea. A massive wave, its surface a towering wall of deep, translucent turquoise, gathers immense force as it rises, its leading edge beginning to curl into a vast plume of brilliant white foam. With breathtaking speed and catastrophic force, the wave crashes directly onto the wreck. The impact is brutal, exploding in a chaotic spray of seawater, sending shards of black timber flying through the air. At the precise moment of collision, the camera shakes violently, as if struck by the shockwave itself, momentarily blurring the image and viscerally conveying the sheer, chaotic force of the impact, creating a terrifying and awe-inspiring atmosphere that showcases the untamed power of nature.", + "seed": 1160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_8114_seed_1160_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030165986833162607, + "vlm_logprob": -0.030165986833162607, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.030165986833162607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08241633325815201 + ], + "opposite_logprob_tokens": [ + -2.582416296005249 + ], + "logprob_reward": -0.08241633325815201, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08241633325815201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3156017065048218, + 0.12465310841798782, + 0.05202110484242439, + 0.37081456184387207, + 0.018561359494924545, + 0.009373698383569717, + 0.008841544389724731, + 0.06299959123134613, + 0.025221029296517372, + 0.011912323534488678 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.08241633325815201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076359291560947895 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.0076359291560947895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076359291560947895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678895801305771, + 0.1409476399421692, + 0.041690319776535034, + 0.12647567689418793, + 0.133156880736351, + 0.03870890662074089, + 0.08252523839473724, + 0.11141898483037949, + 0.13420690596103668, + 0.022979866713285446 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0076359291560947895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010453957365825772 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010453957365825772, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010453957365825772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31739363074302673, + 0.10690230876207352, + 0.07703666388988495, + 0.16836386919021606, + 0.05994460731744766, + 0.020607927814126015, + 0.054817311465740204, + 0.061148758977651596, + 0.0950624942779541, + 0.0387224517762661 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0010453957365825772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078632436692715 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078632436692715, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078632436692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15752512216567993, + 0.07095345109701157, + 0.07302042096853256, + 0.32232314348220825, + 0.03228738158941269, + 0.023243654519319534, + 0.08647260069847107, + 0.07588540017604828, + 0.1071920394897461, + 0.05109686776995659 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.011078632436692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865364357829094 + ], + "opposite_logprob_tokens": [ + -3.0486536026000977 + ], + "logprob_reward": -0.04865364357829094, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865364357829094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09457994997501373, + 0.06037465110421181, + 0.08491749316453934, + 0.3155665695667267, + 0.03550601750612259, + 0.03442838415503502, + 0.07790180295705795, + 0.07835797965526581, + 0.07248752564191818, + 0.14587965607643127 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.04865364357829094 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot captures the primal fury of a stormy ocean beneath a turbulent, gray sky. In the foreground lies the skeleton of an ancient wooden shipwreck, its dark, water-soaked timbers jagged and splintered, half-submerged in the surging, churning sea. A massive wave, its surface a towering wall of deep, translucent turquoise, gathers immense force as it rises, its leading edge beginning to curl into a vast plume of brilliant white foam. With breathtaking speed and catastrophic force, the wave crashes directly onto the wreck. The impact is brutal, exploding in a chaotic spray of seawater, sending shards of black timber flying through the air. At the precise moment of collision, the camera shakes violently, as if struck by the shockwave itself, momentarily blurring the image and viscerally conveying the sheer, chaotic force of the impact, creating a terrifying and awe-inspiring atmosphere that showcases the untamed power of nature.", + "seed": 1161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_3/index_8114_seed_1161_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013785190414637327, + "vlm_logprob": -0.013785190414637327, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.013785190414637327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005678948946297169 + ], + "opposite_logprob_tokens": [ + -5.380679130554199 + ], + "logprob_reward": -0.005678948946297169, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005678948946297169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11865351349115372, + 0.0647454708814621, + 0.20302340388298035, + 0.10127880424261093, + 0.07027482241392136, + 0.06488528102636337, + 0.04162871837615967, + 0.038683295249938965, + 0.03717834874987602, + 0.2596484124660492 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.005678948946297169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031977968756109476 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031977968756109476, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031977968756109476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11606256663799286, + 0.05944984033703804, + 0.21743831038475037, + 0.06344771385192871, + 0.051047079265117645, + 0.20707197487354279, + 0.039033498615026474, + 0.042458437383174896, + 0.031889498233795166, + 0.17210105061531067 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.0031977968756109476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009232072625309229 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.0009232072625309229, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009232072625309229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17976009845733643, + 0.0333213284611702, + 0.26151204109191895, + 0.060864608734846115, + 0.11370949447154999, + 0.09723464399576187, + 0.060587309300899506, + 0.05577581748366356, + 0.050744399428367615, + 0.08649018406867981 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0009232072625309229 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08344234526157379, + 0.059853337705135345, + 0.3202429711818695, + 0.06876389682292938, + 0.06920571625232697, + 0.1696123629808426, + 0.03048853762447834, + 0.03632183000445366, + 0.10130148380994797, + 0.0607675164937973 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.016070479527115822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a stormy ocean with a turbulent gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skeleton of an ancient wooden shipwreck visible in the foreground, half-submerged in the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive wave with a deep translucent turquoise surface and a leading edge of brilliant white foam visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash directly onto the shipwreck, causing black timber shards to fly through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake violently and blur momentarily at the moment of the wave's impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043055519461631775 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.043055519461631775, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043055519461631775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24268388748168945, + 0.05328340455889702, + 0.08060147613286972, + 0.09983845055103302, + 0.06508921086788177, + 0.06276291608810425, + 0.07885866612195969, + 0.033476050943136215, + 0.18537166714668274, + 0.0980343148112297 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.043055519461631775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_tensor([2682, 2682])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_tensor([2682, 2682])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8e853e08c3a81ce80b8caf47446b4b6c53297bc4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_tensor([2682, 2682])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a quiet physical scene on the surface of a wooden desk, bathed in bright, natural sunlight streaming in from an invisible window. The light shimmers against the rich, warm grain of the polished oak, casting soft, elongated shadows. A dark gray rectangular magnet rests on the desk, its matte, slightly rough texture contrasting sharply with the desk's smooth finish. Not far away, a standard steel paperclip lies motionless, its classic looped form catching the light with a crisp, metallic sheen. Suddenly, the paperclip trembles and begins to slide, almost imperceptibly at first, then rapidly and decisively accelerating across the polished wood as it is pulled incredibly hard by invisible magnetic forces. The brief journey ends with a sharp, satisfying click, and the paperclip snaps securely onto the vertical side of the magnet, remaining perfectly still. Its silvery form now flush with the magnet's dark surface, creating the focused, clean atmosphere of a simple scientific demonstration.", + "seed": 11296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_2682_seed_11296_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04223827717360109, + "vlm_logprob": -0.04223827717360109, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.04223827717360109, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09086728096008301 + ], + "opposite_logprob_tokens": [ + -2.465867280960083 + ], + "logprob_reward": -0.09086728096008301, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09086728096008301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2211170494556427, + 0.034748587757349014, + 0.05247408524155617, + 0.04915279150009155, + 0.11039215326309204, + 0.1547139436006546, + 0.05424993485212326, + 0.09014386683702469, + 0.053747810423374176, + 0.1792597621679306 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.09086728096008301 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013461584458127618 + ], + "opposite_logprob_tokens": [ + -6.626346111297607 + ], + "logprob_reward": -0.0013461584458127618, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013461584458127618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662450850009918, + 0.051420412957668304, + 0.05829456448554993, + 0.01804092340171337, + 0.45882585644721985, + 0.06775672733783722, + 0.03635670244693756, + 0.10175511240959167, + 0.07658594846725464, + 0.03433926776051521 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0013461584458127618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10371754318475723, + 0.11121391505002975, + 0.12144318222999573, + 0.024626705795526505, + 0.4728477895259857, + 0.0621328167617321, + 0.024108760058879852, + 0.020015837624669075, + 0.015312258154153824, + 0.044581152498722076 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0036171742249280214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349445804953575 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349445804953575, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349445804953575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11036726087331772, + 0.02026696316897869, + 0.04802946746349335, + 0.021962763741612434, + 0.6433551907539368, + 0.050372056663036346, + 0.018496645614504814, + 0.034781623631715775, + 0.00962402205914259, + 0.04274401813745499 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.026349445804953575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901132643222809 + ], + "opposite_logprob_tokens": [ + -2.4640114307403564 + ], + "logprob_reward": -0.08901132643222809, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901132643222809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11687038838863373, + 0.03329795226454735, + 0.023460468277335167, + 0.019648369401693344, + 0.39704638719558716, + 0.07717027515172958, + 0.0792112797498703, + 0.16479621827602386, + 0.06874804198741913, + 0.01975061744451523 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.08901132643222809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet physical scene on the surface of a wooden desk, bathed in bright, natural sunlight streaming in from an invisible window. The light shimmers against the rich, warm grain of the polished oak, casting soft, elongated shadows. A dark gray rectangular magnet rests on the desk, its matte, slightly rough texture contrasting sharply with the desk's smooth finish. Not far away, a standard steel paperclip lies motionless, its classic looped form catching the light with a crisp, metallic sheen. Suddenly, the paperclip trembles and begins to slide, almost imperceptibly at first, then rapidly and decisively accelerating across the polished wood as it is pulled incredibly hard by invisible magnetic forces. The brief journey ends with a sharp, satisfying click, and the paperclip snaps securely onto the vertical side of the magnet, remaining perfectly still. Its silvery form now flush with the magnet's dark surface, creating the focused, clean atmosphere of a simple scientific demonstration.", + "seed": 11297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_2682_seed_11297_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11059560906141996, + "vlm_logprob": -0.11059560906141996, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.11059560906141996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2831249535083771 + ], + "opposite_logprob_tokens": [ + -1.4081249237060547 + ], + "logprob_reward": -0.2831249535083771, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2831249535083771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3935425877571106, + 0.21751123666763306, + 0.14116476476192474, + 0.08696531504392624, + 0.05785802751779556, + 0.013700362294912338, + 0.01908975839614868, + 0.022020064294338226, + 0.03466881066560745, + 0.013479114510118961 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2831249535083771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657422848045826 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.008657422848045826, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657422848045826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36110061407089233, + 0.20058737695217133, + 0.15671496093273163, + 0.06147880107164383, + 0.07369839400053024, + 0.02068564109504223, + 0.04639056324958801, + 0.03821864351630211, + 0.014530321583151817, + 0.026594627648591995 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008657422848045826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634398825466633 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634398825466633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634398825466633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18136848509311676, + 0.1810455620288849, + 0.23910999298095703, + 0.15725666284561157, + 0.08745148777961731, + 0.05072169378399849, + 0.024306263774633408, + 0.027703143656253815, + 0.03420766443014145, + 0.016829103231430054 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02634398825466633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990031838417053 + ], + "opposite_logprob_tokens": [ + -1.8049002885818481 + ], + "logprob_reward": -0.17990031838417053, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990031838417053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21478790044784546, + 0.09815356880426407, + 0.22917123138904572, + 0.11740010231733322, + 0.08103125542402267, + 0.025642603635787964, + 0.0788470059633255, + 0.06899972259998322, + 0.05812935158610344, + 0.027837255969643593 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.17990031838417053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495136231184006 + ], + "opposite_logprob_tokens": [ + -2.9299514293670654 + ], + "logprob_reward": -0.05495136231184006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495136231184006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2219749540090561, + 0.13722072541713715, + 0.2440294325351715, + 0.0897454097867012, + 0.1087961345911026, + 0.04347584769129753, + 0.029498524963855743, + 0.03273859992623329, + 0.02456754632294178, + 0.06795284152030945 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.05495136231184006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet physical scene on the surface of a wooden desk, bathed in bright, natural sunlight streaming in from an invisible window. The light shimmers against the rich, warm grain of the polished oak, casting soft, elongated shadows. A dark gray rectangular magnet rests on the desk, its matte, slightly rough texture contrasting sharply with the desk's smooth finish. Not far away, a standard steel paperclip lies motionless, its classic looped form catching the light with a crisp, metallic sheen. Suddenly, the paperclip trembles and begins to slide, almost imperceptibly at first, then rapidly and decisively accelerating across the polished wood as it is pulled incredibly hard by invisible magnetic forces. The brief journey ends with a sharp, satisfying click, and the paperclip snaps securely onto the vertical side of the magnet, remaining perfectly still. Its silvery form now flush with the magnet's dark surface, creating the focused, clean atmosphere of a simple scientific demonstration.", + "seed": 11298, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_2682_seed_11298_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09710794808343053, + "vlm_logprob": -0.09710794808343053, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.09710794808343053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2536911964416504 + ], + "opposite_logprob_tokens": [ + -1.5036911964416504 + ], + "logprob_reward": -0.2536911964416504, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2536911964416504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6778594255447388, + 0.09694037586450577, + 0.04643011838197708, + 0.01558140479028225, + 0.057804327458143234, + 0.03261890262365341, + 0.0282693263143301, + 0.02113298699259758, + 0.011676222085952759, + 0.011686879210174084 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2536911964416504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410511763766408 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.00410511763766408, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410511763766408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27851319313049316, + 0.1115667000412941, + 0.12494831532239914, + 0.1773359775543213, + 0.18600963056087494, + 0.03201675042510033, + 0.028746064752340317, + 0.013590365648269653, + 0.016347095370292664, + 0.030925827100872993 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00410511763766408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2815728485584259, + 0.34629932045936584, + 0.07316065579652786, + 0.09052719920873642, + 0.08031097799539566, + 0.0707857683300972, + 0.014321934431791306, + 0.011556972749531269, + 0.015332391485571861, + 0.01613192819058895 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.009781880304217339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809947893023491 + ], + "opposite_logprob_tokens": [ + -3.288099527359009 + ], + "logprob_reward": -0.03809947893023491, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809947893023491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2138890027999878, + 0.08505406230688095, + 0.3161153197288513, + 0.0502011738717556, + 0.035606324672698975, + 0.10503774881362915, + 0.0443967767059803, + 0.050661325454711914, + 0.07582210749387741, + 0.023216094821691513 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.03809947893023491 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986206710338593 + ], + "opposite_logprob_tokens": [ + -1.8048620223999023 + ], + "logprob_reward": -0.17986206710338593, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986206710338593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19072413444519043, + 0.09837044030427933, + 0.14636456966400146, + 0.17487609386444092, + 0.1042618602514267, + 0.06701981276273727, + 0.07822545617818832, + 0.0335329994559288, + 0.08119471371173859, + 0.025429917499423027 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.17986206710338593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet physical scene on the surface of a wooden desk, bathed in bright, natural sunlight streaming in from an invisible window. The light shimmers against the rich, warm grain of the polished oak, casting soft, elongated shadows. A dark gray rectangular magnet rests on the desk, its matte, slightly rough texture contrasting sharply with the desk's smooth finish. Not far away, a standard steel paperclip lies motionless, its classic looped form catching the light with a crisp, metallic sheen. Suddenly, the paperclip trembles and begins to slide, almost imperceptibly at first, then rapidly and decisively accelerating across the polished wood as it is pulled incredibly hard by invisible magnetic forces. The brief journey ends with a sharp, satisfying click, and the paperclip snaps securely onto the vertical side of the magnet, remaining perfectly still. Its silvery form now flush with the magnet's dark surface, creating the focused, clean atmosphere of a simple scientific demonstration.", + "seed": 11299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_4/index_2682_seed_11299_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25805028760805726, + "vlm_logprob": -0.25805028760805726, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.25805028760805726, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030956365168094635 + ], + "opposite_logprob_tokens": [ + -3.530956268310547 + ], + "logprob_reward": -0.030956365168094635, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030956365168094635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20468857884407043, + 0.17114540934562683, + 0.1286759078502655, + 0.1299397051334381, + 0.06079880893230438, + 0.1105593591928482, + 0.05871783569455147, + 0.05533045902848244, + 0.0438232496380806, + 0.03632071986794472 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.030956365168094635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101674538105726 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.004101674538105726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101674538105726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10214805603027344, + 0.09004298597574234, + 0.036282628774642944, + 0.08729957044124603, + 0.06176496297121048, + 0.10114782303571701, + 0.0791548565030098, + 0.07248101383447647, + 0.06770800799131393, + 0.30197012424468994 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.004101674538105726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254506133496761 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254506133496761, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254506133496761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13913588225841522, + 0.20146723091602325, + 0.10495392233133316, + 0.08576878160238266, + 0.028350824490189552, + 0.0980803444981575, + 0.0825510025024414, + 0.12720812857151031, + 0.040652573108673096, + 0.09183134138584137 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.005254506133496761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633957751095295 + ], + "opposite_logprob_tokens": [ + -3.651339530944824 + ], + "logprob_reward": -0.02633957751095295, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633957751095295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23110055923461914, + 0.1117444708943367, + 0.08117575198411942, + 0.14559891819953918, + 0.062243711203336716, + 0.05572707951068878, + 0.10683391243219376, + 0.08187072724103928, + 0.07081559300422668, + 0.05288928374648094 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02633957751095295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a polished oak wooden desk with visible warm grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark gray rectangular magnet with a matte, slightly rough texture present on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a standard steel paperclip with a metallic sheen visible near the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paperclip slide rapidly across the desk and snap securely onto the side of the magnet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, eye-level medium shot with bright natural sunlight casting soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235993146896362 + ], + "opposite_logprob_tokens": [ + -0.34859928488731384 + ], + "logprob_reward": -1.2235993146896362, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2235993146896362, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28556182980537415, + 0.16055646538734436, + 0.08823790401220322, + 0.10974562913179398, + 0.097751684486866, + 0.05079949274659157, + 0.04172781854867935, + 0.07677079737186432, + 0.03982793539762497, + 0.049020443111658096 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.2235993146896362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_tensor([6548, 6548])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_tensor([6548, 6548])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b471fe9ac7018de55699b16034e80b67cd01275 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_tensor([6548, 6548])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, taken from a slightly overhead perspective, then slowly pans to the right, capturing a tranquil scene of an elderly couple with gray hair working side by side. They stand amidst a vast expanse of paddy fields, the clear water mirroring the pale blue sky and the distant, rolling hills shrouded in morning mist. The elderly man, dressed in a simple gray short-sleeved shirt, his bronzed skin etched with wrinkles; the elderly woman, wearing an elegant floral shirt, her graying hair pulled back in a simple bun. Their trouser legs are rolled up high, and they stand barefoot in the shallow, knee-deep water. Bend in sync, with a tacit understanding and composure honed by time, their left hands grasp a small bundle of juicy, green rice seedlings. With their right hands, they expertly pull out a single one, pressing its roots precisely and gently into the submerged soil. Their rhythmic movements leave behind them rows of neat, orderly, vibrant green. The soft golden sunlight in the early morning shines obliquely on the water, creating dots of golden light, giving the entire scene a warm and nostalgic tone, and creating a pastoral atmosphere of hard work, harmony and poetry.", + "seed": 29976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_6548_seed_29976_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09982558614574373, + "vlm_logprob": -0.09982558614574373, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.09982558614574373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03021050989627838 + ], + "opposite_logprob_tokens": [ + -4.280210494995117 + ], + "logprob_reward": -0.03021050989627838, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.03021050989627838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1539553999900818, + 0.09442728012800217, + 0.31006160378456116, + 0.035333387553691864, + 0.08248376101255417, + 0.05370209738612175, + 0.13039545714855194, + 0.05099890008568764, + 0.061021145433187485, + 0.02762097306549549 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.03021050989627838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42891725897789 + ], + "opposite_logprob_tokens": [ + -1.0539172887802124 + ], + "logprob_reward": -0.42891725897789, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42891725897789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04752415791153908, + 0.05258261784911156, + 0.2221260666847229, + 0.07976388186216354, + 0.09123720228672028, + 0.060077738016843796, + 0.1739741712808609, + 0.07864675670862198, + 0.13579434156417847, + 0.05827302485704422 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.42891725897789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819971203804016 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.01819971203804016, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819971203804016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07574397325515747, + 0.03845050185918808, + 0.33019307255744934, + 0.03920753672719002, + 0.24129647016525269, + 0.05761270225048065, + 0.05224216729402542, + 0.05763409286737442, + 0.07339762896299362, + 0.034221816807985306 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.01819971203804016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036219253670424223 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036219253670424223, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036219253670424223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07398518174886703, + 0.039087969809770584, + 0.33978283405303955, + 0.06036130711436272, + 0.2589794993400574, + 0.02975321002304554, + 0.09867244958877563, + 0.03322093188762665, + 0.02473697066307068, + 0.04141968488693237 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.0036219253670424223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817852444946766 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817852444946766, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817852444946766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08742532134056091, + 0.025814538821578026, + 0.23196955025196075, + 0.035626836121082306, + 0.13290083408355713, + 0.0666143149137497, + 0.06485959142446518, + 0.028088347986340523, + 0.3044423460960388, + 0.022258350625634193 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.01817852444946766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, taken from a slightly overhead perspective, then slowly pans to the right, capturing a tranquil scene of an elderly couple with gray hair working side by side. They stand amidst a vast expanse of paddy fields, the clear water mirroring the pale blue sky and the distant, rolling hills shrouded in morning mist. The elderly man, dressed in a simple gray short-sleeved shirt, his bronzed skin etched with wrinkles; the elderly woman, wearing an elegant floral shirt, her graying hair pulled back in a simple bun. Their trouser legs are rolled up high, and they stand barefoot in the shallow, knee-deep water. Bend in sync, with a tacit understanding and composure honed by time, their left hands grasp a small bundle of juicy, green rice seedlings. With their right hands, they expertly pull out a single one, pressing its roots precisely and gently into the submerged soil. Their rhythmic movements leave behind them rows of neat, orderly, vibrant green. The soft golden sunlight in the early morning shines obliquely on the water, creating dots of golden light, giving the entire scene a warm and nostalgic tone, and creating a pastoral atmosphere of hard work, harmony and poetry.", + "seed": 29977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_6548_seed_29977_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08860174417495728, + "vlm_logprob": -0.08860174417495728, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.08860174417495728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020813390612602234 + ], + "opposite_logprob_tokens": [ + -4.645813465118408 + ], + "logprob_reward": -0.020813390612602234, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.020813390612602234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10762645304203033, + 0.04843628406524658, + 0.10407683253288269, + 0.16763299703598022, + 0.04868876561522484, + 0.1058681309223175, + 0.044797275215387344, + 0.06172490864992142, + 0.09101073443889618, + 0.22013767063617706 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.020813390612602234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015840709209442 + ], + "opposite_logprob_tokens": [ + -1.7015841007232666 + ], + "logprob_reward": -0.2015840709209442, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015840709209442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03326551616191864, + 0.06591934710741043, + 0.11453159153461456, + 0.09666332602500916, + 0.051030050963163376, + 0.13567601144313812, + 0.06397422403097153, + 0.04487694054841995, + 0.13532258570194244, + 0.2587404251098633 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.2015840709209442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040273010730743 + ], + "opposite_logprob_tokens": [ + -1.910402774810791 + ], + "logprob_reward": -0.16040273010730743, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040273010730743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08308489620685577, + 0.07960736751556396, + 0.06748292595148087, + 0.0605652742087841, + 0.04558289051055908, + 0.14530403912067413, + 0.046616651117801666, + 0.04161312058568001, + 0.044954851269721985, + 0.38518795371055603 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.16040273010730743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262807011604309 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005262807011604309, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262807011604309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09101270139217377, + 0.11523628234863281, + 0.08886058628559113, + 0.05835787206888199, + 0.06391800194978714, + 0.12789586186408997, + 0.08616990596055984, + 0.04678959771990776, + 0.08725551515817642, + 0.2345036119222641 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.005262807011604309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054945722222328186 + ], + "opposite_logprob_tokens": [ + -2.929945707321167 + ], + "logprob_reward": -0.054945722222328186, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054945722222328186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10622017085552216, + 0.07417012006044388, + 0.048401836305856705, + 0.09391406923532486, + 0.06274862587451935, + 0.09901092201471329, + 0.1193021759390831, + 0.19973425567150116, + 0.041037000715732574, + 0.15546081960201263 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.054945722222328186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, taken from a slightly overhead perspective, then slowly pans to the right, capturing a tranquil scene of an elderly couple with gray hair working side by side. They stand amidst a vast expanse of paddy fields, the clear water mirroring the pale blue sky and the distant, rolling hills shrouded in morning mist. The elderly man, dressed in a simple gray short-sleeved shirt, his bronzed skin etched with wrinkles; the elderly woman, wearing an elegant floral shirt, her graying hair pulled back in a simple bun. Their trouser legs are rolled up high, and they stand barefoot in the shallow, knee-deep water. Bend in sync, with a tacit understanding and composure honed by time, their left hands grasp a small bundle of juicy, green rice seedlings. With their right hands, they expertly pull out a single one, pressing its roots precisely and gently into the submerged soil. Their rhythmic movements leave behind them rows of neat, orderly, vibrant green. The soft golden sunlight in the early morning shines obliquely on the water, creating dots of golden light, giving the entire scene a warm and nostalgic tone, and creating a pastoral atmosphere of hard work, harmony and poetry.", + "seed": 29978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_6548_seed_29978_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11523008695803583, + "vlm_logprob": -0.11523008695803583, + "vlm_yes_no_margin": 3.849999952316284, + "vlm_token_credit": -0.11523008695803583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026749826967716217 + ], + "opposite_logprob_tokens": [ + -4.026749610900879 + ], + "logprob_reward": -0.026749826967716217, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.026749826967716217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0484142005443573, + 0.03578493744134903, + 0.03369726613163948, + 0.02537369355559349, + 0.02868829481303692, + 0.06847859174013138, + 0.23072031140327454, + 0.028925905004143715, + 0.05486677214503288, + 0.44505003094673157 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.026749826967716217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232999920845032 + ], + "opposite_logprob_tokens": [ + -0.8982999920845032 + ], + "logprob_reward": -0.5232999920845032, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232999920845032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0536922886967659, + 0.09908773005008698, + 0.08771726489067078, + 0.03296409174799919, + 0.05086739361286163, + 0.08207479864358902, + 0.09348880499601364, + 0.012960453517735004, + 0.0418979674577713, + 0.44524917006492615 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.5232999920845032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080400086939335 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080400086939335, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080400086939335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037664443254470825, + 0.07722777873277664, + 0.04971354827284813, + 0.018310537561774254, + 0.025638464838266373, + 0.06751052290201187, + 0.3894071578979492, + 0.06968595832586288, + 0.14621314406394958, + 0.11862846463918686 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.011080400086939335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002490278100594878 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.002490278100594878, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002490278100594878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10967230796813965, + 0.08851388096809387, + 0.13450376689434052, + 0.047084368765354156, + 0.07367844134569168, + 0.15244479477405548, + 0.14867158234119415, + 0.060425229370594025, + 0.1157013475894928, + 0.06930425763130188 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.002490278100594878 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01252993755042553 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.01252993755042553, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01252993755042553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07346616685390472, + 0.07978469133377075, + 0.02743341028690338, + 0.019134890288114548, + 0.01910490356385708, + 0.05300398916006088, + 0.025484198704361916, + 0.024445626884698868, + 0.018215270712971687, + 0.6599268317222595 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.01252993755042553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, taken from a slightly overhead perspective, then slowly pans to the right, capturing a tranquil scene of an elderly couple with gray hair working side by side. They stand amidst a vast expanse of paddy fields, the clear water mirroring the pale blue sky and the distant, rolling hills shrouded in morning mist. The elderly man, dressed in a simple gray short-sleeved shirt, his bronzed skin etched with wrinkles; the elderly woman, wearing an elegant floral shirt, her graying hair pulled back in a simple bun. Their trouser legs are rolled up high, and they stand barefoot in the shallow, knee-deep water. Bend in sync, with a tacit understanding and composure honed by time, their left hands grasp a small bundle of juicy, green rice seedlings. With their right hands, they expertly pull out a single one, pressing its roots precisely and gently into the submerged soil. Their rhythmic movements leave behind them rows of neat, orderly, vibrant green. The soft golden sunlight in the early morning shines obliquely on the water, creating dots of golden light, giving the entire scene a warm and nostalgic tone, and creating a pastoral atmosphere of hard work, harmony and poetry.", + "seed": 29979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_5/index_6548_seed_29979_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08228918155655265, + "vlm_logprob": -0.08228918155655265, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.08228918155655265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0252083707600832 + ], + "opposite_logprob_tokens": [ + -4.525208473205566 + ], + "logprob_reward": -0.0252083707600832, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0252083707600832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1142069473862648, + 0.07529886811971664, + 0.08894013613462448, + 0.08638899028301239, + 0.10717468708753586, + 0.12709203362464905, + 0.07815656065940857, + 0.14182977378368378, + 0.07392800599336624, + 0.10698399692773819 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.0252083707600832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486391603946686 + ], + "opposite_logprob_tokens": [ + -1.2236391305923462 + ], + "logprob_reward": -0.3486391603946686, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486391603946686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04597941413521767, + 0.058859020471572876, + 0.13072149455547333, + 0.03631816431879997, + 0.3840104341506958, + 0.06318078190088272, + 0.0550079308450222, + 0.10816624760627747, + 0.08353736251592636, + 0.03421914950013161 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.3486391603946686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1158560961484909, + 0.1581212431192398, + 0.1320274919271469, + 0.12752139568328857, + 0.07537880539894104, + 0.10379017889499664, + 0.06047971546649933, + 0.1008400097489357, + 0.056527093052864075, + 0.0694580152630806 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028219898231327534 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028219898231327534, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028219898231327534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09409790486097336, + 0.07882019132375717, + 0.157746359705925, + 0.11336033791303635, + 0.051791850477457047, + 0.22810636460781097, + 0.07800909876823425, + 0.07863388955593109, + 0.07676788419485092, + 0.04266606643795967 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.0028219898231327534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot wide-angle and taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right during the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two elderly people with gray hair visible working side by side in a paddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the subjects standing barefoot in shallow, knee-deep water while planting green rice seedlings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden sunlight creating dots of light on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418695505708456 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.01418695505708456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418695505708456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06175370514392853, + 0.15003834664821625, + 0.049917157739400864, + 0.11360849440097809, + 0.11819690465927124, + 0.07190985977649689, + 0.034397199749946594, + 0.11882102489471436, + 0.23875504732131958, + 0.04260227084159851 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.01418695505708456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_tensor([1922, 1922])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_tensor([1922, 1922])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7efd40e616fe0d1e4e356646ce61e0575a8191c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_tensor([1922, 1922])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, the camera tilts downward with remarkable gentleness and stability, following the spiraling, falling cover of a magic book. This cover is no rigid cardboard, but rather a giant, animated leaf, gracefully tumbling and slowly spinning in the air, its movement imbued with a natural rhythm. Delicately rendered with watercolor brushstrokes and soft pencil lines, the cover depicts a floating city in the sky above a sea of clouds. Ancient buildings, a massive, tangled tree, and a massive crystal at the castle's base are all clearly visible, brimming with imagination. The cover itself emanates a warm, soft inner glow. This golden aura permeates the paper, bringing the outlines of the city in the sky and the textures of the ancient trees to life. A dreamy halo of light emanates from its edges, creating a gentle trail of light as it swirls across the sky. The background is completely blurred and out of focus, a velvety, deep blue and purple gradient of dusk, dotted with fluffy clouds tinged with a pinkish-orange glow by the setting sun, further highlighting the luminous subject. The entire picture is full of the delicate hand-painted texture and fantasy colors that are iconic of Hayao Miyazaki's animated films. Every movement seems to be hand-painted frame by frame, with saturated and soft colors, creating a tranquil, dreamy atmosphere full of wonder and tenderness.", + "seed": 14049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_1922_seed_14049_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0228510532528162, + "vlm_logprob": -0.0228510532528162, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.0228510532528162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03408978879451752 + ], + "opposite_logprob_tokens": [ + -3.4090898036956787 + ], + "logprob_reward": -0.03408978879451752, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03408978879451752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13061727583408356, + 0.14582668244838715, + 0.21795186400413513, + 0.0494423434138298, + 0.034601785242557526, + 0.09567214548587799, + 0.036197710782289505, + 0.0324757881462574, + 0.041206199675798416, + 0.21600820124149323 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.03408978879451752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599940791726112 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.020599940791726112, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599940791726112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0746951699256897, + 0.05044844001531601, + 0.1648366004228592, + 0.07381094992160797, + 0.034327033907175064, + 0.055512961000204086, + 0.03779926523566246, + 0.07439488917589188, + 0.03449708968400955, + 0.39967766404151917 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.020599940791726112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608583465218544 + ], + "opposite_logprob_tokens": [ + -3.89560866355896 + ], + "logprob_reward": -0.020608583465218544, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608583465218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21534930169582367, + 0.1416950672864914, + 0.11067892611026764, + 0.22516827285289764, + 0.06172937899827957, + 0.03741776570677757, + 0.02785727195441723, + 0.023714030161499977, + 0.024742837995290756, + 0.13164710998535156 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.020608583465218544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370363265275955 + ], + "opposite_logprob_tokens": [ + -3.408703565597534 + ], + "logprob_reward": -0.03370363265275955, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370363265275955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060137465596199036, + 0.059741802513599396, + 0.12021180242300034, + 0.0669248178601265, + 0.030588865280151367, + 0.04800473526120186, + 0.04130486026406288, + 0.09661372005939484, + 0.09270083159208298, + 0.3837710916996002 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.03370363265275955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06552685797214508, + 0.1279265582561493, + 0.22217249870300293, + 0.2403738647699356, + 0.041157785803079605, + 0.04983337223529816, + 0.05741139501333237, + 0.11744950711727142, + 0.03344487398862839, + 0.04470321536064148 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.005253320559859276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera tilts downward with remarkable gentleness and stability, following the spiraling, falling cover of a magic book. This cover is no rigid cardboard, but rather a giant, animated leaf, gracefully tumbling and slowly spinning in the air, its movement imbued with a natural rhythm. Delicately rendered with watercolor brushstrokes and soft pencil lines, the cover depicts a floating city in the sky above a sea of clouds. Ancient buildings, a massive, tangled tree, and a massive crystal at the castle's base are all clearly visible, brimming with imagination. The cover itself emanates a warm, soft inner glow. This golden aura permeates the paper, bringing the outlines of the city in the sky and the textures of the ancient trees to life. A dreamy halo of light emanates from its edges, creating a gentle trail of light as it swirls across the sky. The background is completely blurred and out of focus, a velvety, deep blue and purple gradient of dusk, dotted with fluffy clouds tinged with a pinkish-orange glow by the setting sun, further highlighting the luminous subject. The entire picture is full of the delicate hand-painted texture and fantasy colors that are iconic of Hayao Miyazaki's animated films. Every movement seems to be hand-painted frame by frame, with saturated and soft colors, creating a tranquil, dreamy atmosphere full of wonder and tenderness.", + "seed": 14050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_1922_seed_14050_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02362263472750783, + "vlm_logprob": -0.02362263472750783, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02362263472750783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013096976093947887 + ], + "opposite_logprob_tokens": [ + -4.388096809387207 + ], + "logprob_reward": -0.013096976093947887, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013096976093947887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11987031251192093, + 0.03377828374505043, + 0.03881709277629852, + 0.02110174670815468, + 0.03744007274508476, + 0.5047999620437622, + 0.04942517727613449, + 0.047597963362932205, + 0.04297928512096405, + 0.10419010370969772 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.013096976093947887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209873043000698 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209873043000698, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209873043000698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06206155940890312, + 0.04131227731704712, + 0.033692192286252975, + 0.04273480921983719, + 0.16504502296447754, + 0.23897910118103027, + 0.05945238843560219, + 0.15255354344844818, + 0.07182548195123672, + 0.13234364986419678 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.014209873043000698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651750162243843 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651750162243843, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651750162243843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052034564316272736, + 0.04539037123322487, + 0.06666617095470428, + 0.0283077172935009, + 0.09088519960641861, + 0.46483010053634644, + 0.06214602291584015, + 0.04536354914307594, + 0.06567433476448059, + 0.0787019357085228 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.008651750162243843 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896212488412857 + ], + "opposite_logprob_tokens": [ + -2.5789620876312256 + ], + "logprob_reward": -0.07896212488412857, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896212488412857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08303775638341904, + 0.045711830258369446, + 0.05417387932538986, + 0.05179164186120033, + 0.19854557514190674, + 0.261718213558197, + 0.02499147318303585, + 0.04088813066482544, + 0.12381260097026825, + 0.11532896012067795 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.07896212488412857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192449454218149 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.003192449454218149, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192449454218149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14342166483402252, + 0.06055190786719322, + 0.04987151175737381, + 0.027309352532029152, + 0.12020924687385559, + 0.23447751998901367, + 0.05122953653335571, + 0.05316837504506111, + 0.12976345419883728, + 0.12999744713306427 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.003192449454218149 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera tilts downward with remarkable gentleness and stability, following the spiraling, falling cover of a magic book. This cover is no rigid cardboard, but rather a giant, animated leaf, gracefully tumbling and slowly spinning in the air, its movement imbued with a natural rhythm. Delicately rendered with watercolor brushstrokes and soft pencil lines, the cover depicts a floating city in the sky above a sea of clouds. Ancient buildings, a massive, tangled tree, and a massive crystal at the castle's base are all clearly visible, brimming with imagination. The cover itself emanates a warm, soft inner glow. This golden aura permeates the paper, bringing the outlines of the city in the sky and the textures of the ancient trees to life. A dreamy halo of light emanates from its edges, creating a gentle trail of light as it swirls across the sky. The background is completely blurred and out of focus, a velvety, deep blue and purple gradient of dusk, dotted with fluffy clouds tinged with a pinkish-orange glow by the setting sun, further highlighting the luminous subject. The entire picture is full of the delicate hand-painted texture and fantasy colors that are iconic of Hayao Miyazaki's animated films. Every movement seems to be hand-painted frame by frame, with saturated and soft colors, creating a tranquil, dreamy atmosphere full of wonder and tenderness.", + "seed": 14051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_1922_seed_14051_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015905189514160156, + "vlm_logprob": -0.015905189514160156, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.015905189514160156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0165668074041605 + ], + "opposite_logprob_tokens": [ + -4.141566753387451 + ], + "logprob_reward": -0.0165668074041605, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0165668074041605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11166871339082718, + 0.021042879670858383, + 0.05556798726320267, + 0.4946237802505493, + 0.06702090799808502, + 0.09124410897493362, + 0.06898658722639084, + 0.05274000018835068, + 0.008898013271391392, + 0.02820703200995922 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0165668074041605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710431307554245 + ], + "opposite_logprob_tokens": [ + -3.408710479736328 + ], + "logprob_reward": -0.033710431307554245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710431307554245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06674133241176605, + 0.013457689434289932, + 0.0710831806063652, + 0.5918588042259216, + 0.0253744013607502, + 0.08401260524988174, + 0.015188673511147499, + 0.041372016072273254, + 0.06237922981381416, + 0.028532160446047783 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.033710431307554245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213752001523972 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213752001523972, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213752001523972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133304163813591, + 0.03587128967046738, + 0.10611629486083984, + 0.3487170338630676, + 0.10847647488117218, + 0.15284162759780884, + 0.04351003095507622, + 0.0212642140686512, + 0.016992272809147835, + 0.032906558364629745 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.014213752001523972 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783296845853329 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783296845853329, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783296845853329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08982256799936295, + 0.016255822032690048, + 0.09391679614782333, + 0.25838372111320496, + 0.11151739954948425, + 0.21679776906967163, + 0.046802129596471786, + 0.06945279240608215, + 0.06931532174348831, + 0.027735762298107147 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.009783296845853329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1093013808131218, + 0.016571244224905968, + 0.11835596710443497, + 0.5718919038772583, + 0.05656478554010391, + 0.04363318160176277, + 0.03362688794732094, + 0.03187332674860954, + 0.010381029918789864, + 0.007800268940627575 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.005251660011708736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, the camera tilts downward with remarkable gentleness and stability, following the spiraling, falling cover of a magic book. This cover is no rigid cardboard, but rather a giant, animated leaf, gracefully tumbling and slowly spinning in the air, its movement imbued with a natural rhythm. Delicately rendered with watercolor brushstrokes and soft pencil lines, the cover depicts a floating city in the sky above a sea of clouds. Ancient buildings, a massive, tangled tree, and a massive crystal at the castle's base are all clearly visible, brimming with imagination. The cover itself emanates a warm, soft inner glow. This golden aura permeates the paper, bringing the outlines of the city in the sky and the textures of the ancient trees to life. A dreamy halo of light emanates from its edges, creating a gentle trail of light as it swirls across the sky. The background is completely blurred and out of focus, a velvety, deep blue and purple gradient of dusk, dotted with fluffy clouds tinged with a pinkish-orange glow by the setting sun, further highlighting the luminous subject. The entire picture is full of the delicate hand-painted texture and fantasy colors that are iconic of Hayao Miyazaki's animated films. Every movement seems to be hand-painted frame by frame, with saturated and soft colors, creating a tranquil, dreamy atmosphere full of wonder and tenderness.", + "seed": 14052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_6/index_1922_seed_14052_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025372388679534195, + "vlm_logprob": -0.025372388679534195, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.025372388679534195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009265282191336155 + ], + "opposite_logprob_tokens": [ + -4.759265422821045 + ], + "logprob_reward": -0.009265282191336155, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009265282191336155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13147994875907898, + 0.37444210052490234, + 0.13777895271778107, + 0.06387543678283691, + 0.03407574072480202, + 0.09387010335922241, + 0.048414867371320724, + 0.03489861264824867, + 0.03773179650306702, + 0.04343242198228836 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.009265282191336155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980329655110836 + ], + "opposite_logprob_tokens": [ + -3.5298032760620117 + ], + "logprob_reward": -0.02980329655110836, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980329655110836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08390133082866669, + 0.47297272086143494, + 0.07328636199235916, + 0.034840840846300125, + 0.0677027627825737, + 0.053540077060461044, + 0.03420214354991913, + 0.08392880856990814, + 0.03469760715961456, + 0.060927312821149826 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02980329655110836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2841338813304901, + 0.08637778460979462, + 0.1197783499956131, + 0.05694595351815224, + 0.059229541569948196, + 0.10009653866291046, + 0.08846897631883621, + 0.04902452602982521, + 0.0941680446267128, + 0.061776429414749146 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000336796045303 + ], + "opposite_logprob_tokens": [ + -2.6950032711029053 + ], + "logprob_reward": -0.07000336796045303, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000336796045303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30337879061698914, + 0.1336737424135208, + 0.13857904076576233, + 0.06684520840644836, + 0.036674581468105316, + 0.12879721820354462, + 0.0516631044447422, + 0.05091297626495361, + 0.054105620831251144, + 0.035369712859392166 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07000336796045303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant animated leaf functioning as the cover of a magic book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf cover spiraling, falling, and slowly spinning in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf cover depict a floating city in the sky with ancient buildings, a massive tangled tree, and a massive crystal at the castle's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus velvety gradient of deep blue and purple dusk with pinkish-orange clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a warm inner glow and a dreamy halo of light emanating from the edges of the leaf cover?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532881461083889 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532881461083889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532881461083889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2138671725988388, + 0.2532062232494354, + 0.053980372846126556, + 0.016539908945560455, + 0.03616714105010033, + 0.05821970850229263, + 0.05995211377739906, + 0.12464910000562668, + 0.06148412078619003, + 0.12193415313959122 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.012532881461083889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_tensor([8793, 8793])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_tensor([8793, 8793])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb745500598c53f2506b59bf852b77b61e6f0046 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_tensor([8793, 8793])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a dynamic, low-angle, overhead shot, the camera rotating slowly and smoothly around a stern-faced Asian man, transforming him into a monumental statue towering over a futuristic metropolis. He wears a high-tech trench coat made of a shimmering black nanotextile that seems to absorb all surrounding light. Behind him, shrouded in perpetual darkness and a gentle rain, towering skyscrapers rise to the sky. Huge holographic advertisements—monumental projections of geisha faces, data streams, and unknown hieroglyphics—flow and fragment silently across the buildings, casting shifting, electric blue and magenta lights. These rays of light glide across his angular features, highlighting his pursed lips and deep-set eyes. More importantly, the light reflects off the metal implants embedded in his temples and jawline, casting a cold, unforgiving metallic sheen. He raises a black leather-gloved hand and, with a calm and precise gesture, carefully smoothes out a slight wrinkle on the front of his trench coat. This subtle movement, against the chaotic and chaotic cyberpunk backdrop, appears remarkably calm and focused, embodying a powerful, commanding presence and a cool elegance. The entire scene, lit with saturated neon colors and a cool, futuristic atmosphere, creates a sense of opulence and alienation.", + "seed": 4906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_8793_seed_4906_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12265806384384632, + "vlm_logprob": -0.12265806384384632, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.12265806384384632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10082163661718369 + ], + "opposite_logprob_tokens": [ + -2.3508217334747314 + ], + "logprob_reward": -0.10082163661718369, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10082163661718369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22112102806568146, + 0.09285169094800949, + 0.10004929453134537, + 0.023923614993691444, + 0.037852078676223755, + 0.31271547079086304, + 0.07258012145757675, + 0.06599456816911697, + 0.051253486424684525, + 0.02165859565138817 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.10082163661718369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077078968286514 + ], + "opposite_logprob_tokens": [ + -2.812077045440674 + ], + "logprob_reward": -0.062077078968286514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077078968286514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19220460951328278, + 0.06976815313100815, + 0.10574354976415634, + 0.03623858839273453, + 0.04373932257294655, + 0.15355300903320312, + 0.09051337838172913, + 0.1792920082807541, + 0.08742985874414444, + 0.041517503559589386 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.062077078968286514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155084133148193 + ], + "opposite_logprob_tokens": [ + -1.701550841331482 + ], + "logprob_reward": -0.20155084133148193, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155084133148193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08839576691389084, + 0.057081662118434906, + 0.16554905474185944, + 0.03570106253027916, + 0.04833662137389183, + 0.12982258200645447, + 0.05909499526023865, + 0.07419890910387039, + 0.28594449162483215, + 0.05587482452392578 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.20155084133148193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296458646655083 + ], + "opposite_logprob_tokens": [ + -3.773296356201172 + ], + "logprob_reward": -0.023296458646655083, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296458646655083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25576889514923096, + 0.11817660182714462, + 0.12431973963975906, + 0.05745546519756317, + 0.07074637711048126, + 0.07975887507200241, + 0.05452420935034752, + 0.06902576237916946, + 0.12646812200546265, + 0.04375598952174187 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.023296458646655083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255443036556244 + ], + "opposite_logprob_tokens": [ + -1.6005443334579468 + ], + "logprob_reward": -0.2255443036556244, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255443036556244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24442246556282043, + 0.10348425060510635, + 0.10540711134672165, + 0.0330117829144001, + 0.06222701817750931, + 0.09614306688308716, + 0.11721468716859818, + 0.10353974252939224, + 0.10734476149082184, + 0.02720513381063938 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.2255443036556244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic, low-angle, overhead shot, the camera rotating slowly and smoothly around a stern-faced Asian man, transforming him into a monumental statue towering over a futuristic metropolis. He wears a high-tech trench coat made of a shimmering black nanotextile that seems to absorb all surrounding light. Behind him, shrouded in perpetual darkness and a gentle rain, towering skyscrapers rise to the sky. Huge holographic advertisements—monumental projections of geisha faces, data streams, and unknown hieroglyphics—flow and fragment silently across the buildings, casting shifting, electric blue and magenta lights. These rays of light glide across his angular features, highlighting his pursed lips and deep-set eyes. More importantly, the light reflects off the metal implants embedded in his temples and jawline, casting a cold, unforgiving metallic sheen. He raises a black leather-gloved hand and, with a calm and precise gesture, carefully smoothes out a slight wrinkle on the front of his trench coat. This subtle movement, against the chaotic and chaotic cyberpunk backdrop, appears remarkably calm and focused, embodying a powerful, commanding presence and a cool elegance. The entire scene, lit with saturated neon colors and a cool, futuristic atmosphere, creates a sense of opulence and alienation.", + "seed": 4907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_8793_seed_4907_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12990944162011148, + "vlm_logprob": -0.12990944162011148, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.12990944162011148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03859703987836838 + ], + "opposite_logprob_tokens": [ + -3.2885971069335938 + ], + "logprob_reward": -0.03859703987836838, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03859703987836838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18196918070316315, + 0.05590549483895302, + 0.06569208949804306, + 0.07147753983736038, + 0.10378717631101608, + 0.1191219910979271, + 0.04903066158294678, + 0.06987608224153519, + 0.15129175782203674, + 0.13184800744056702 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.03859703987836838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048679646104574203 + ], + "opposite_logprob_tokens": [ + -3.0486795902252197 + ], + "logprob_reward": -0.048679646104574203, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048679646104574203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12349941581487656, + 0.10136442631483078, + 0.14508415758609772, + 0.06048194319009781, + 0.09183642268180847, + 0.12687590718269348, + 0.03936884179711342, + 0.035031236708164215, + 0.08665671199560165, + 0.1898009479045868 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.048679646104574203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255648523569107 + ], + "opposite_logprob_tokens": [ + -1.6005648374557495 + ], + "logprob_reward": -0.2255648523569107, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255648523569107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10108156502246857, + 0.12201432883739471, + 0.12550736963748932, + 0.0795086920261383, + 0.05446180701255798, + 0.07696638256311417, + 0.048784248530864716, + 0.0639975368976593, + 0.19888043403625488, + 0.12879769504070282 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.2255648523569107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329517900943756 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329517900943756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329517900943756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11417339742183685, + 0.06370410323143005, + 0.04516765475273132, + 0.31055763363838196, + 0.053783711045980453, + 0.12036065757274628, + 0.0429307296872139, + 0.12886205315589905, + 0.03658365085721016, + 0.08387640863656998 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.02329517900943756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134104907512665 + ], + "opposite_logprob_tokens": [ + -1.3134105205535889 + ], + "logprob_reward": -0.3134104907512665, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134104907512665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07517211884260178, + 0.05382630601525307, + 0.06161472201347351, + 0.04862584173679352, + 0.0390593446791172, + 0.11131080240011215, + 0.0902736708521843, + 0.13379359245300293, + 0.30618205666542053, + 0.0801415890455246 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.3134104907512665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic, low-angle, overhead shot, the camera rotating slowly and smoothly around a stern-faced Asian man, transforming him into a monumental statue towering over a futuristic metropolis. He wears a high-tech trench coat made of a shimmering black nanotextile that seems to absorb all surrounding light. Behind him, shrouded in perpetual darkness and a gentle rain, towering skyscrapers rise to the sky. Huge holographic advertisements—monumental projections of geisha faces, data streams, and unknown hieroglyphics—flow and fragment silently across the buildings, casting shifting, electric blue and magenta lights. These rays of light glide across his angular features, highlighting his pursed lips and deep-set eyes. More importantly, the light reflects off the metal implants embedded in his temples and jawline, casting a cold, unforgiving metallic sheen. He raises a black leather-gloved hand and, with a calm and precise gesture, carefully smoothes out a slight wrinkle on the front of his trench coat. This subtle movement, against the chaotic and chaotic cyberpunk backdrop, appears remarkably calm and focused, embodying a powerful, commanding presence and a cool elegance. The entire scene, lit with saturated neon colors and a cool, futuristic atmosphere, creates a sense of opulence and alienation.", + "seed": 4908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_8793_seed_4908_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13269625268876553, + "vlm_logprob": -0.13269625268876553, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.13269625268876553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08944440633058548 + ], + "opposite_logprob_tokens": [ + -2.464444398880005 + ], + "logprob_reward": -0.08944440633058548, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08944440633058548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06859547644853592, + 0.038794271647930145, + 0.0224893968552351, + 0.5940872430801392, + 0.05853858217597008, + 0.0824451595544815, + 0.017048638314008713, + 0.012195177376270294, + 0.022861335426568985, + 0.08294477313756943 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.08944440633058548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207237392663956 + ], + "opposite_logprob_tokens": [ + -2.812072277069092 + ], + "logprob_reward": -0.06207237392663956, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207237392663956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07212938368320465, + 0.06459958851337433, + 0.04147069528698921, + 0.5134590268135071, + 0.046003445982933044, + 0.0379612110555172, + 0.03301570564508438, + 0.08025296032428741, + 0.07772210985422134, + 0.03338579460978508 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.06207237392663956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278629422187805 + ], + "opposite_logprob_tokens": [ + -2.0177862644195557 + ], + "logprob_reward": -0.14278629422187805, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278629422187805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09696444869041443, + 0.11252851784229279, + 0.08629593998193741, + 0.19120971858501434, + 0.046618346124887466, + 0.05520138517022133, + 0.04922628030180931, + 0.0643886849284172, + 0.06477229297161102, + 0.2327943593263626 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.14278629422187805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058546058833599 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.02058546058833599, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058546058833599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11220063269138336, + 0.06982580572366714, + 0.09313342720270157, + 0.20238280296325684, + 0.1437261998653412, + 0.09797205775976181, + 0.0710563063621521, + 0.06126072257757187, + 0.041211433708667755, + 0.10723064839839935 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02058546058833599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34859272837638855 + ], + "opposite_logprob_tokens": [ + -1.223592758178711 + ], + "logprob_reward": -0.34859272837638855, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34859272837638855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13880778849124908, + 0.14356428384780884, + 0.2141215205192566, + 0.11508955806493759, + 0.04383910074830055, + 0.0430314876139164, + 0.04281345009803772, + 0.11234654486179352, + 0.049307458102703094, + 0.0970788225531578 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.34859272837638855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic, low-angle, overhead shot, the camera rotating slowly and smoothly around a stern-faced Asian man, transforming him into a monumental statue towering over a futuristic metropolis. He wears a high-tech trench coat made of a shimmering black nanotextile that seems to absorb all surrounding light. Behind him, shrouded in perpetual darkness and a gentle rain, towering skyscrapers rise to the sky. Huge holographic advertisements—monumental projections of geisha faces, data streams, and unknown hieroglyphics—flow and fragment silently across the buildings, casting shifting, electric blue and magenta lights. These rays of light glide across his angular features, highlighting his pursed lips and deep-set eyes. More importantly, the light reflects off the metal implants embedded in his temples and jawline, casting a cold, unforgiving metallic sheen. He raises a black leather-gloved hand and, with a calm and precise gesture, carefully smoothes out a slight wrinkle on the front of his trench coat. This subtle movement, against the chaotic and chaotic cyberpunk backdrop, appears remarkably calm and focused, embodying a powerful, commanding presence and a cool elegance. The entire scene, lit with saturated neon colors and a cool, futuristic atmosphere, creates a sense of opulence and alienation.", + "seed": 4909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_7/index_8793_seed_4909_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13215019442141057, + "vlm_logprob": -0.13215019442141057, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.13215019442141057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055391889065504074 + ], + "opposite_logprob_tokens": [ + -2.930391788482666 + ], + "logprob_reward": -0.055391889065504074, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055391889065504074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04536851495504379, + 0.029444420710206032, + 0.018457092344760895, + 0.025195879861712456, + 0.041015248745679855, + 0.0208978820592165, + 0.023652896285057068, + 0.7654024958610535, + 0.008100596256554127, + 0.022464970126748085 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.055391889065504074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048683393746614456 + ], + "opposite_logprob_tokens": [ + -3.0486834049224854 + ], + "logprob_reward": -0.048683393746614456, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048683393746614456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17504826188087463, + 0.061420369893312454, + 0.09776801615953445, + 0.029228156432509422, + 0.041958265006542206, + 0.06162663921713829, + 0.03647233545780182, + 0.3175111711025238, + 0.02063891664147377, + 0.1583278328180313 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.048683393746614456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813044488430023 + ], + "opposite_logprob_tokens": [ + -1.4063044786453247 + ], + "logprob_reward": -0.2813044488430023, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813044488430023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24003267288208008, + 0.1180124580860138, + 0.03324058651924133, + 0.02648250013589859, + 0.027816813439130783, + 0.11173508316278458, + 0.01736188679933548, + 0.356595903635025, + 0.013732820749282837, + 0.05498925969004631 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.2813044488430023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329506166279316 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329506166279316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329506166279316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2624003291130066, + 0.040911491960287094, + 0.11113078892230988, + 0.08895763754844666, + 0.11815532296895981, + 0.14146004617214203, + 0.041049279272556305, + 0.07439792156219482, + 0.08235037326812744, + 0.039186831563711166 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02329506166279316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stern-faced Asian man who appears as a monumental statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a high-tech trench coat made of shimmering black nanotextile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man raise a black leather-gloved hand to smooth a wrinkle on his coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there huge holographic advertisements featuring geisha faces, data streams, and hieroglyphics in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate slowly and smoothly around the man from a low-angle, overhead perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520761787891388 + ], + "opposite_logprob_tokens": [ + -1.5020761489868164 + ], + "logprob_reward": -0.2520761787891388, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520761787891388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2854655086994171, + 0.10341234505176544, + 0.07024051249027252, + 0.05083707347512245, + 0.06566423922777176, + 0.052581433206796646, + 0.07069242745637894, + 0.2283157855272293, + 0.0478944294154644, + 0.024896280840039253 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.2520761787891388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_tensor([8532, 8532])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_tensor([8532, 8532])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8fd4775959c1672088365e8870c22b5a38a358f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_tensor([8532, 8532])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic slow-motion close-up, shot from a striking low angle, slowly and steadily zooms in on a large, modern office printer operating at full speed. The machine's sleek, matte dark gray exterior reflects a soft sheen under the bright, cool office overhead light. With a nearly inaudible, smooth mechanical click, a crisp, white sheet of A4 paper is precisely ejected from the dispenser. In slow motion, the paper performs an elegant ballet, rising in a perfect arc, its edges appearing incredibly sharp in the light. Then, gently and precisely, it descends, seamlessly joining the stack of perfectly aligned documents below, without a single jerk or misalignment. Immediately, a second sheet follows, following in the same impeccable trajectory, creating a coherent and rhythmic visual rhythm. In the background beyond the depth of field, one can see the blurred outline of a busy office - the shadows of people walking and the flickering spots of light from computer screens. This blurred dynamic background contrasts sharply with the calm, precise and orderly operation of the printer in the foreground. The entire picture, through the ultimate display of the aesthetics of mechanical movement, creates a professional atmosphere of speed, efficiency and absolute reliability that is extremely comfortable and trustworthy.", + "seed": 28276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_8532_seed_28276_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10392104983329772, + "vlm_logprob": -0.10392104983329772, + "vlm_yes_no_margin": 2.574999988079071, + "vlm_token_credit": -0.10392104983329772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3171597123146057 + ], + "opposite_logprob_tokens": [ + -1.317159652709961 + ], + "logprob_reward": -0.3171597123146057, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3171597123146057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2919215261936188, + 0.05474746972322464, + 0.03370386362075806, + 0.09761721640825272, + 0.03590615466237068, + 0.20045237243175507, + 0.051748450845479965, + 0.0891423150897026, + 0.05306641384959221, + 0.09169414639472961 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.3171597123146057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048684414476156235 + ], + "opposite_logprob_tokens": [ + -3.0486843585968018 + ], + "logprob_reward": -0.048684414476156235, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048684414476156235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26130351424217224, + 0.03671559318900108, + 0.020658738911151886, + 0.12341918051242828, + 0.12232217192649841, + 0.12937898933887482, + 0.07949171215295792, + 0.08925551176071167, + 0.07610632479190826, + 0.06134834140539169 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.048684414476156235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620511993765831 + ], + "opposite_logprob_tokens": [ + -2.812051296234131 + ], + "logprob_reward": -0.0620511993765831, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620511993765831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3021356761455536, + 0.03775499388575554, + 0.027982095256447792, + 0.02991652488708496, + 0.18902172148227692, + 0.15097172558307648, + 0.05330762639641762, + 0.061721719801425934, + 0.04990452155470848, + 0.09728337824344635 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0620511993765831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069224804639816 + ], + "opposite_logprob_tokens": [ + -3.1680691242218018 + ], + "logprob_reward": -0.043069224804639816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069224804639816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1193632259964943, + 0.08310893923044205, + 0.07152751833200455, + 0.06709205359220505, + 0.08864858746528625, + 0.18568837642669678, + 0.09937816113233566, + 0.06758292764425278, + 0.12370993196964264, + 0.09390025585889816 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.043069224804639816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048640698194503784 + ], + "opposite_logprob_tokens": [ + -3.048640727996826 + ], + "logprob_reward": -0.048640698194503784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048640698194503784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4640357792377472, + 0.10352980345487595, + 0.08793457597494125, + 0.05448383465409279, + 0.07940594851970673, + 0.06372532993555069, + 0.048059891909360886, + 0.03535979613661766, + 0.018394777551293373, + 0.04507032036781311 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.048640698194503784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion close-up, shot from a striking low angle, slowly and steadily zooms in on a large, modern office printer operating at full speed. The machine's sleek, matte dark gray exterior reflects a soft sheen under the bright, cool office overhead light. With a nearly inaudible, smooth mechanical click, a crisp, white sheet of A4 paper is precisely ejected from the dispenser. In slow motion, the paper performs an elegant ballet, rising in a perfect arc, its edges appearing incredibly sharp in the light. Then, gently and precisely, it descends, seamlessly joining the stack of perfectly aligned documents below, without a single jerk or misalignment. Immediately, a second sheet follows, following in the same impeccable trajectory, creating a coherent and rhythmic visual rhythm. In the background beyond the depth of field, one can see the blurred outline of a busy office - the shadows of people walking and the flickering spots of light from computer screens. This blurred dynamic background contrasts sharply with the calm, precise and orderly operation of the printer in the foreground. The entire picture, through the ultimate display of the aesthetics of mechanical movement, creates a professional atmosphere of speed, efficiency and absolute reliability that is extremely comfortable and trustworthy.", + "seed": 28277, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_8532_seed_28277_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07846488542854786, + "vlm_logprob": -0.07846488542854786, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.07846488542854786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.115583136677742 + ], + "opposite_logprob_tokens": [ + -2.2405831813812256 + ], + "logprob_reward": -0.115583136677742, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.115583136677742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12225556373596191, + 0.29629451036453247, + 0.027777113020420074, + 0.3399210274219513, + 0.07877121865749359, + 0.05763036012649536, + 0.031209850683808327, + 0.009958779439330101, + 0.00631967606022954, + 0.029861927032470703 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.115583136677742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038170456886292 + ], + "opposite_logprob_tokens": [ + -1.9103816747665405 + ], + "logprob_reward": -0.16038170456886292, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038170456886292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06973753869533539, + 0.3568439483642578, + 0.04486743360757828, + 0.133100226521492, + 0.07792798429727554, + 0.23765717446804047, + 0.03209291398525238, + 0.007451733574271202, + 0.006724537815898657, + 0.03359656780958176 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.16038170456886292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889086365699768, + 0.14912407100200653, + 0.08451507240533829, + 0.3349038064479828, + 0.07087516784667969, + 0.10244220495223999, + 0.02107865735888481, + 0.015756268054246902, + 0.01396113820374012, + 0.018434925004839897 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106366991996765 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.038106366991996765, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106366991996765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15504345297813416, + 0.03417064622044563, + 0.06572116911411285, + 0.46788305044174194, + 0.06659945100545883, + 0.062462903559207916, + 0.06021422892808914, + 0.01658368483185768, + 0.03067917935550213, + 0.040642257779836655 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038106366991996765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495384708046913 + ], + "opposite_logprob_tokens": [ + -2.9299538135528564 + ], + "logprob_reward": -0.05495384708046913, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495384708046913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4142998456954956, + 0.3039492666721344, + 0.08591976016759872, + 0.020032556727528572, + 0.0209688488394022, + 0.060072001069784164, + 0.016642427071928978, + 0.011301351711153984, + 0.01338279526680708, + 0.053431104868650436 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05495384708046913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion close-up, shot from a striking low angle, slowly and steadily zooms in on a large, modern office printer operating at full speed. The machine's sleek, matte dark gray exterior reflects a soft sheen under the bright, cool office overhead light. With a nearly inaudible, smooth mechanical click, a crisp, white sheet of A4 paper is precisely ejected from the dispenser. In slow motion, the paper performs an elegant ballet, rising in a perfect arc, its edges appearing incredibly sharp in the light. Then, gently and precisely, it descends, seamlessly joining the stack of perfectly aligned documents below, without a single jerk or misalignment. Immediately, a second sheet follows, following in the same impeccable trajectory, creating a coherent and rhythmic visual rhythm. In the background beyond the depth of field, one can see the blurred outline of a busy office - the shadows of people walking and the flickering spots of light from computer screens. This blurred dynamic background contrasts sharply with the calm, precise and orderly operation of the printer in the foreground. The entire picture, through the ultimate display of the aesthetics of mechanical movement, creates a professional atmosphere of speed, efficiency and absolute reliability that is extremely comfortable and trustworthy.", + "seed": 28278, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_8532_seed_28278_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04613694818690419, + "vlm_logprob": -0.04613694818690419, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04613694818690419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05140306055545807 + ], + "opposite_logprob_tokens": [ + -3.051403045654297 + ], + "logprob_reward": -0.05140306055545807, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05140306055545807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532743126153946, + 0.02480323053896427, + 0.07138534635305405, + 0.058653514832258224, + 0.05568481609225273, + 0.1621563732624054, + 0.22458286583423615, + 0.09009694308042526, + 0.11616857349872589, + 0.0431939959526062 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.05140306055545807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205366179347038 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205366179347038, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205366179347038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09268104285001755, + 0.05164190009236336, + 0.0988541916012764, + 0.08781307935714722, + 0.06867272406816483, + 0.10904830694198608, + 0.15090644359588623, + 0.08435939997434616, + 0.17183010280132294, + 0.08419281989336014 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.06205366179347038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579738542437553 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579738542437553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579738542437553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2421148121356964, + 0.025458427146077156, + 0.07397550344467163, + 0.04382142797112465, + 0.06627830862998962, + 0.1317957043647766, + 0.13768309354782104, + 0.1249505952000618, + 0.06464135646820068, + 0.08928077667951584 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.020579738542437553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633026659488678, + 0.034073606133461, + 0.0546300932765007, + 0.08871117234230042, + 0.14970754086971283, + 0.1811702847480774, + 0.08807415515184402, + 0.0978306382894516, + 0.12140049040317535, + 0.12109939754009247 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902157843112946 + ], + "opposite_logprob_tokens": [ + -2.464021682739258 + ], + "logprob_reward": -0.08902157843112946, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902157843112946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25408774614334106, + 0.059548139572143555, + 0.060437653213739395, + 0.06337124854326248, + 0.05346475541591644, + 0.09907902777194977, + 0.10238621383905411, + 0.048025816679000854, + 0.14014530181884766, + 0.1194540485739708 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.08902157843112946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion close-up, shot from a striking low angle, slowly and steadily zooms in on a large, modern office printer operating at full speed. The machine's sleek, matte dark gray exterior reflects a soft sheen under the bright, cool office overhead light. With a nearly inaudible, smooth mechanical click, a crisp, white sheet of A4 paper is precisely ejected from the dispenser. In slow motion, the paper performs an elegant ballet, rising in a perfect arc, its edges appearing incredibly sharp in the light. Then, gently and precisely, it descends, seamlessly joining the stack of perfectly aligned documents below, without a single jerk or misalignment. Immediately, a second sheet follows, following in the same impeccable trajectory, creating a coherent and rhythmic visual rhythm. In the background beyond the depth of field, one can see the blurred outline of a busy office - the shadows of people walking and the flickering spots of light from computer screens. This blurred dynamic background contrasts sharply with the calm, precise and orderly operation of the printer in the foreground. The entire picture, through the ultimate display of the aesthetics of mechanical movement, creates a professional atmosphere of speed, efficiency and absolute reliability that is extremely comfortable and trustworthy.", + "seed": 28279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_8/index_8532_seed_28279_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04402560889720917, + "vlm_logprob": -0.04402560889720917, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04402560889720917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039573658257722855 + ], + "opposite_logprob_tokens": [ + -3.2895736694335938 + ], + "logprob_reward": -0.039573658257722855, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039573658257722855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31973686814308167, + 0.058349963277578354, + 0.08071769028902054, + 0.08234050124883652, + 0.08621005713939667, + 0.05041320249438286, + 0.11669602245092392, + 0.04805649816989899, + 0.02698155678808689, + 0.13049758970737457 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.039573658257722855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001614570617676 + ], + "opposite_logprob_tokens": [ + -2.6950161457061768 + ], + "logprob_reward": -0.07001614570617676, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001614570617676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2441638708114624, + 0.04570338502526283, + 0.08347469568252563, + 0.09591202437877655, + 0.10588935762643814, + 0.05837206915020943, + 0.08154653012752533, + 0.06326008588075638, + 0.07250453531742096, + 0.14917345345020294 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.07001614570617676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342246681451797 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342246681451797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342246681451797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.479453980922699, + 0.0820581465959549, + 0.08315736800432205, + 0.046593211591243744, + 0.034546852111816406, + 0.036334022879600525, + 0.06513900309801102, + 0.11373094469308853, + 0.0422058179974556, + 0.016780667006969452 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.026342246681451797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21294349431991577, + 0.03329942375421524, + 0.0789373517036438, + 0.07847253978252411, + 0.19313067197799683, + 0.06187576428055763, + 0.05754838511347771, + 0.03410981968045235, + 0.058713145554065704, + 0.19096939265727997 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.014193184673786163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic slow-motion close-up of a large, modern office printer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a striking low angle and slowly zooming in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the printer's exterior sleek, matte dark gray, reflecting a soft sheen under bright cool overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crisp white A4 sheet eject from the dispenser and perform an elegant arc before descending to join a stack of documents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred office with shadows of people walking and flickering computer screen lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000280916690826 + ], + "opposite_logprob_tokens": [ + -2.695002794265747 + ], + "logprob_reward": -0.07000280916690826, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000280916690826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.448472797870636, + 0.07792072743177414, + 0.054354265332221985, + 0.16270631551742554, + 0.10061416774988174, + 0.034090347588062286, + 0.030613413080573082, + 0.021552732214331627, + 0.010476958006620407, + 0.05919822305440903 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.07000280916690826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_tensor([5739, 5739])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_tensor([5739, 5739])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99b035dfa720b02007d29b6bc0f76df3ee4cdc62 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_tensor([5739, 5739])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady shot, shot from a level angle just above the cat's eye level, creates a naturally composed, documentary-like quality, capturing a vibrant moment. At the center of the frame, a tabby shorthair cat, its fur sleek and glossy, light gray with deep black stripes, rests on a warm oak floor, the grain of the wood planks clearly visible in the soft light. The afternoon sun filters through the window, casting a variegated, ever-shifting pattern of light on the floor around it. Concentrated and excited, the cat spun in a breathtaking circle, its body forming a blurred, dynamic circle, its bright green eyes fixed on its target. Its paws punctuated the wood floor, occasionally stumbling briefly due to a loss of balance, only to regain its composure and resume its play. The sunlight illuminated the swirling fur, creating a captivating golden outline. The entire scene is bathed in warm, soft natural light, with warm wood and gold as the main colors, creating a leisurely, pleasant and peaceful atmosphere full of life.", + "seed": 11122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_5739_seed_11122_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07760396250523627, + "vlm_logprob": -0.07760396250523627, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.07760396250523627, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16082952916622162 + ], + "opposite_logprob_tokens": [ + -1.9108295440673828 + ], + "logprob_reward": -0.16082952916622162, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16082952916622162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14833348989486694, + 0.05724262073636055, + 0.06229563057422638, + 0.30176904797554016, + 0.03950277715921402, + 0.09920648485422134, + 0.046624552458524704, + 0.07522405683994293, + 0.030634025111794472, + 0.13916733860969543 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.16082952916622162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820462942123413 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820462942123413, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820462942123413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07011307030916214, + 0.04771668091416359, + 0.020434103906154633, + 0.21548375487327576, + 0.033126141875982285, + 0.20251941680908203, + 0.06482185423374176, + 0.2391131967306137, + 0.06868553906679153, + 0.03798622265458107 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.01820462942123413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637913778424263 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637913778424263, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637913778424263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13654299080371857, + 0.14295153319835663, + 0.05179787799715996, + 0.0818859189748764, + 0.09738905727863312, + 0.1707834154367447, + 0.04308461397886276, + 0.09612181037664413, + 0.04264509677886963, + 0.13679765164852142 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.004637913778424263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815808402374387 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815808402374387, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815808402374387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.147739976644516, + 0.06670922040939331, + 0.06939797103404999, + 0.36720606684684753, + 0.0690145492553711, + 0.12652339041233063, + 0.03098846599459648, + 0.05474807322025299, + 0.028568271547555923, + 0.039104048162698746 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.002815808402374387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153193175792694 + ], + "opposite_logprob_tokens": [ + -1.7015318870544434 + ], + "logprob_reward": -0.20153193175792694, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153193175792694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04144250974059105, + 0.0388333722949028, + 0.052463408559560776, + 0.7430096864700317, + 0.030261294916272163, + 0.02840341068804264, + 0.01985795423388481, + 0.013255946338176727, + 0.01810087077319622, + 0.01437155157327652 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.20153193175792694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady shot, shot from a level angle just above the cat's eye level, creates a naturally composed, documentary-like quality, capturing a vibrant moment. At the center of the frame, a tabby shorthair cat, its fur sleek and glossy, light gray with deep black stripes, rests on a warm oak floor, the grain of the wood planks clearly visible in the soft light. The afternoon sun filters through the window, casting a variegated, ever-shifting pattern of light on the floor around it. Concentrated and excited, the cat spun in a breathtaking circle, its body forming a blurred, dynamic circle, its bright green eyes fixed on its target. Its paws punctuated the wood floor, occasionally stumbling briefly due to a loss of balance, only to regain its composure and resume its play. The sunlight illuminated the swirling fur, creating a captivating golden outline. The entire scene is bathed in warm, soft natural light, with warm wood and gold as the main colors, creating a leisurely, pleasant and peaceful atmosphere full of life.", + "seed": 11123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_5739_seed_11123_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.045676591666415335, + "vlm_logprob": -0.045676591666415335, + "vlm_yes_no_margin": 3.799999952316284, + "vlm_token_credit": -0.045676591666415335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07928406447172165 + ], + "opposite_logprob_tokens": [ + -2.5792839527130127 + ], + "logprob_reward": -0.07928406447172165, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07928406447172165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513777494430542, + 0.11262468993663788, + 0.02650396153330803, + 0.06494568288326263, + 0.18007951974868774, + 0.020562129095196724, + 0.2937071621417999, + 0.031110912561416626, + 0.016543909907341003, + 0.15878422558307648 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.07928406447172165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081975772976875 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081975772976875, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081975772976875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12081238627433777, + 0.04487152397632599, + 0.04135102033615112, + 0.0407857783138752, + 0.27686652541160583, + 0.010044381953775883, + 0.056717876344919205, + 0.30965182185173035, + 0.04696222394704819, + 0.05193649232387543 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.016081975772976875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185313791036606 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185313791036606, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185313791036606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6049194931983948, + 0.07689928263425827, + 0.06496959179639816, + 0.04110966622829437, + 0.03080395795404911, + 0.01896069012582302, + 0.04745784029364586, + 0.0521758571267128, + 0.012867211364209652, + 0.0498364195227623 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018185313791036606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019370617810636759 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019370617810636759, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019370617810636759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1005648672580719, + 0.09929627925157547, + 0.031853873282670975, + 0.02985183522105217, + 0.476591020822525, + 0.04340851679444313, + 0.07582774758338928, + 0.0646781250834465, + 0.024138491600751877, + 0.05378931760787964 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0019370617810636759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289454251527786 + ], + "opposite_logprob_tokens": [ + -2.2378945350646973 + ], + "logprob_reward": -0.11289454251527786, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289454251527786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08792617172002792, + 0.051480732858181, + 0.054668623954057693, + 0.04191998764872551, + 0.4898546040058136, + 0.026348324492573738, + 0.07626073062419891, + 0.02056701108813286, + 0.033501818776130676, + 0.11747203767299652 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.11289454251527786 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady shot, shot from a level angle just above the cat's eye level, creates a naturally composed, documentary-like quality, capturing a vibrant moment. At the center of the frame, a tabby shorthair cat, its fur sleek and glossy, light gray with deep black stripes, rests on a warm oak floor, the grain of the wood planks clearly visible in the soft light. The afternoon sun filters through the window, casting a variegated, ever-shifting pattern of light on the floor around it. Concentrated and excited, the cat spun in a breathtaking circle, its body forming a blurred, dynamic circle, its bright green eyes fixed on its target. Its paws punctuated the wood floor, occasionally stumbling briefly due to a loss of balance, only to regain its composure and resume its play. The sunlight illuminated the swirling fur, creating a captivating golden outline. The entire scene is bathed in warm, soft natural light, with warm wood and gold as the main colors, creating a leisurely, pleasant and peaceful atmosphere full of life.", + "seed": 11124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_5739_seed_11124_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07569078952074051, + "vlm_logprob": -0.07569078952074051, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.07569078952074051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16047979891300201 + ], + "opposite_logprob_tokens": [ + -1.9104797840118408 + ], + "logprob_reward": -0.16047979891300201, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16047979891300201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08957672119140625, + 0.05329834297299385, + 0.05644729733467102, + 0.05609489977359772, + 0.41988062858581543, + 0.04008638113737106, + 0.023677492514252663, + 0.02444881573319435, + 0.028198013082146645, + 0.20829138159751892 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.16047979891300201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059924043715 + ], + "opposite_logprob_tokens": [ + -3.895599126815796 + ], + "logprob_reward": -0.02059924043715, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059924043715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10687407106161118, + 0.05743192136287689, + 0.044272392988204956, + 0.09504159539937973, + 0.3720340132713318, + 0.058638621121644974, + 0.023966405540704727, + 0.04143794998526573, + 0.02272930182516575, + 0.1775737702846527 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.02059924043715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865409806370735 + ], + "opposite_logprob_tokens": [ + -3.048654079437256 + ], + "logprob_reward": -0.04865409806370735, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865409806370735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09637697786092758, + 0.11964692175388336, + 0.0703580230474472, + 0.06114896014332771, + 0.10089333355426788, + 0.07518349587917328, + 0.028268715366721153, + 0.03009965270757675, + 0.02327103726565838, + 0.3947529196739197 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.04865409806370735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28976261615753174, + 0.07078935205936432, + 0.11480719596147537, + 0.07932154834270477, + 0.14358609914779663, + 0.052180416882038116, + 0.07325548678636551, + 0.031539544463157654, + 0.03299453482031822, + 0.11176321655511856 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.00594525970518589 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427755504846573 + ], + "opposite_logprob_tokens": [ + -2.017775535583496 + ], + "logprob_reward": -0.1427755504846573, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427755504846573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10773999989032745, + 0.03038588911294937, + 0.020658763125538826, + 0.032774507999420166, + 0.09084312617778778, + 0.030376214534044266, + 0.022027021273970604, + 0.10124854743480682, + 0.01175192091614008, + 0.5521939992904663 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.1427755504846573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady shot, shot from a level angle just above the cat's eye level, creates a naturally composed, documentary-like quality, capturing a vibrant moment. At the center of the frame, a tabby shorthair cat, its fur sleek and glossy, light gray with deep black stripes, rests on a warm oak floor, the grain of the wood planks clearly visible in the soft light. The afternoon sun filters through the window, casting a variegated, ever-shifting pattern of light on the floor around it. Concentrated and excited, the cat spun in a breathtaking circle, its body forming a blurred, dynamic circle, its bright green eyes fixed on its target. Its paws punctuated the wood floor, occasionally stumbling briefly due to a loss of balance, only to regain its composure and resume its play. The sunlight illuminated the swirling fur, creating a captivating golden outline. The entire scene is bathed in warm, soft natural light, with warm wood and gold as the main colors, creating a leisurely, pleasant and peaceful atmosphere full of life.", + "seed": 11125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000179/group_9/index_5739_seed_11125_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030837545823305845, + "vlm_logprob": -0.030837545823305845, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.030837545823305845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018621154129505157 + ], + "opposite_logprob_tokens": [ + -4.01862096786499 + ], + "logprob_reward": -0.018621154129505157, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018621154129505157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08755461126565933, + 0.07112643122673035, + 0.02938544750213623, + 0.04148150980472565, + 0.030465800315141678, + 0.1026148796081543, + 0.04626118764281273, + 0.06903861463069916, + 0.42810049653053284, + 0.09397099912166595 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.018621154129505157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600641146302223 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.020600641146302223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600641146302223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0690879076719284, + 0.10131075233221054, + 0.17208655178546906, + 0.0772886797785759, + 0.06617599725723267, + 0.09712467342615128, + 0.12137608975172043, + 0.07410483807325363, + 0.1486920714378357, + 0.072752445936203 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.020600641146302223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09388354420661926, + 0.13923728466033936, + 0.11854223906993866, + 0.0380263477563858, + 0.05712459608912468, + 0.1128661260008812, + 0.12598136067390442, + 0.11109325289726257, + 0.06625334173440933, + 0.1369919627904892 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.011074505746364594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611947875469923 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.003611947875469923, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611947875469923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.243193119764328, + 0.08696864545345306, + 0.062401290982961655, + 0.02904653549194336, + 0.0528925321996212, + 0.24058954417705536, + 0.09592769294977188, + 0.0505085214972496, + 0.10820382833480835, + 0.030268268659710884 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.003611947875469923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tabby shorthair cat with light gray fur and deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in a circle with a blurred, dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat's fur illuminated by sunlight to create a golden outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place on a warm oak floor with visible wood grain planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle just above the cat's eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027948021888733 + ], + "opposite_logprob_tokens": [ + -2.3502795696258545 + ], + "logprob_reward": -0.10027948021888733, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027948021888733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12041103094816208, + 0.04930119588971138, + 0.04121685400605202, + 0.02072519063949585, + 0.10250329226255417, + 0.05261465907096863, + 0.07449137419462204, + 0.09657447785139084, + 0.07445559650659561, + 0.367706298828125 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.10027948021888733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_tensor([8511, 8511])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_tensor([8511, 8511])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8aace05626b4db504eab31d522ee5437c4998e6b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_tensor([8511, 8511])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows a sleek, obsidian-black electric sedan as it quietly glides down a crisp gravel driveway, its sharp LED headlights cutting through the deepening dusk with twin beams. The camera pauses as the car perfectly stops before the soaring, grand staircase of a majestic Gothic Revival stone mansion, warm golden light pouring through the tall, arched windows. The driver's-side butterfly door swings upward with a silent hydraulic hiss. A man in his thirties, with sleek black hair and a stoic expression, exits the car with a smooth, deliberate movement. He's impeccably dressed in a well-tailored charcoal wool suit and a crisp, open-collared white shirt. He plants a pair of polished black leather oxfords firmly on the gravel, steps to his height, and with a single, precise tug, straightens his jacket. Then, he gently closes the car door with an unmistakable click, his silhouette contrasting sharply against the mansion's luminous facade, creating a tense and powerful atmosphere of momentous arrival.", + "seed": 24643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_8511_seed_24643_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07541823573410511, + "vlm_logprob": -0.07541823573410511, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.07541823573410511, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1666833758354187 + ], + "opposite_logprob_tokens": [ + -2.1666834354400635 + ], + "logprob_reward": -0.1666833758354187, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1666833758354187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09839263558387756, + 0.07666774094104767, + 0.08714216202497482, + 0.11894229054450989, + 0.27039796113967896, + 0.0906640887260437, + 0.04473980516195297, + 0.05460433289408684, + 0.13548292219638824, + 0.022966092452406883 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.1666833758354187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868997633457184 + ], + "opposite_logprob_tokens": [ + -3.0486900806427 + ], + "logprob_reward": -0.04868997633457184, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868997633457184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1071828082203865, + 0.06894990801811218, + 0.21978627145290375, + 0.1335664689540863, + 0.17095427215099335, + 0.09374769777059555, + 0.06915239244699478, + 0.028563017025589943, + 0.04678185284137726, + 0.06131528690457344 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.04868997633457184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299487307667732 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.023299487307667732, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299487307667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2501959800720215, + 0.12389015406370163, + 0.07643949240446091, + 0.07047497481107712, + 0.3245222270488739, + 0.04998074099421501, + 0.024277539923787117, + 0.02666471153497696, + 0.026956479996442795, + 0.02659771777689457 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023299487307667732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811405599117279 + ], + "opposite_logprob_tokens": [ + -3.288114070892334 + ], + "logprob_reward": -0.03811405599117279, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811405599117279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01910494640469551, + 0.02082907222211361, + 0.06248389184474945, + 0.06134352087974548, + 0.6468302607536316, + 0.05532113090157509, + 0.034743696451187134, + 0.02992437779903412, + 0.018326381221413612, + 0.05109267309308052 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.03811405599117279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030428320169449 + ], + "opposite_logprob_tokens": [ + -2.350304365158081 + ], + "logprob_reward": -0.10030428320169449, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030428320169449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07916857302188873, + 0.0421445369720459, + 0.08241879940032959, + 0.04699866101145744, + 0.5403736233711243, + 0.07212080806493759, + 0.032509103417396545, + 0.040162235498428345, + 0.01974005065858364, + 0.04436366260051727 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.10030428320169449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a sleek, obsidian-black electric sedan as it quietly glides down a crisp gravel driveway, its sharp LED headlights cutting through the deepening dusk with twin beams. The camera pauses as the car perfectly stops before the soaring, grand staircase of a majestic Gothic Revival stone mansion, warm golden light pouring through the tall, arched windows. The driver's-side butterfly door swings upward with a silent hydraulic hiss. A man in his thirties, with sleek black hair and a stoic expression, exits the car with a smooth, deliberate movement. He's impeccably dressed in a well-tailored charcoal wool suit and a crisp, open-collared white shirt. He plants a pair of polished black leather oxfords firmly on the gravel, steps to his height, and with a single, precise tug, straightens his jacket. Then, he gently closes the car door with an unmistakable click, his silhouette contrasting sharply against the mansion's luminous facade, creating a tense and powerful atmosphere of momentous arrival.", + "seed": 24644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_8511_seed_24644_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06463486813008786, + "vlm_logprob": -0.06463486813008786, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.06463486813008786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11119309812784195 + ], + "opposite_logprob_tokens": [ + -2.6111931800842285 + ], + "logprob_reward": -0.11119309812784195, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.11119309812784195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41092756390571594, + 0.09596700966358185, + 0.05012267082929611, + 0.058211587369441986, + 0.04432159289717674, + 0.027677157893776894, + 0.021745288744568825, + 0.039664093405008316, + 0.02039329707622528, + 0.23096971213817596 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.11119309812784195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054999880492687225 + ], + "opposite_logprob_tokens": [ + -2.929999828338623 + ], + "logprob_reward": -0.054999880492687225, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054999880492687225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638609707355499, + 0.2605885863304138, + 0.13185085356235504, + 0.10811900347471237, + 0.0723564401268959, + 0.03681229427456856, + 0.03566422685980797, + 0.033682528883218765, + 0.0285651795566082, + 0.02849985472857952 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.054999880492687225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822619631886482 + ], + "opposite_logprob_tokens": [ + -3.529822587966919 + ], + "logprob_reward": -0.029822619631886482, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822619631886482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24199259281158447, + 0.1547144651412964, + 0.07132107019424438, + 0.23850694298744202, + 0.0587899349629879, + 0.04154748469591141, + 0.05273871496319771, + 0.04042406380176544, + 0.02977077290415764, + 0.07019391655921936 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.029822619631886482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812484070658684 + ], + "opposite_logprob_tokens": [ + -3.2881247997283936 + ], + "logprob_reward": -0.03812484070658684, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812484070658684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2572542428970337, + 0.08262063562870026, + 0.1037304699420929, + 0.24888908863067627, + 0.10027047246694565, + 0.06491725146770477, + 0.038372255861759186, + 0.025884345173835754, + 0.04642612859606743, + 0.03163512051105499 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03812484070658684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903390169143677 + ], + "opposite_logprob_tokens": [ + -2.464033842086792 + ], + "logprob_reward": -0.08903390169143677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903390169143677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1759558767080307, + 0.1070188656449318, + 0.08928149938583374, + 0.13669095933437347, + 0.17211583256721497, + 0.07296540588140488, + 0.05602759122848511, + 0.03078458271920681, + 0.12842965126037598, + 0.030729686841368675 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08903390169143677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a sleek, obsidian-black electric sedan as it quietly glides down a crisp gravel driveway, its sharp LED headlights cutting through the deepening dusk with twin beams. The camera pauses as the car perfectly stops before the soaring, grand staircase of a majestic Gothic Revival stone mansion, warm golden light pouring through the tall, arched windows. The driver's-side butterfly door swings upward with a silent hydraulic hiss. A man in his thirties, with sleek black hair and a stoic expression, exits the car with a smooth, deliberate movement. He's impeccably dressed in a well-tailored charcoal wool suit and a crisp, open-collared white shirt. He plants a pair of polished black leather oxfords firmly on the gravel, steps to his height, and with a single, precise tug, straightens his jacket. Then, he gently closes the car door with an unmistakable click, his silhouette contrasting sharply against the mansion's luminous facade, creating a tense and powerful atmosphere of momentous arrival.", + "seed": 24645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_8511_seed_24645_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0965191837400198, + "vlm_logprob": -0.0965191837400198, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.0965191837400198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31658947467803955 + ], + "opposite_logprob_tokens": [ + -1.4415894746780396 + ], + "logprob_reward": -0.31658947467803955, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.31658947467803955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14018310606479645, + 0.10086799412965775, + 0.08889106661081314, + 0.1050373762845993, + 0.07061302661895752, + 0.03795311972498894, + 0.1365063339471817, + 0.18792685866355896, + 0.09428992122411728, + 0.03773127496242523 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.31658947467803955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023340249434113503 + ], + "opposite_logprob_tokens": [ + -3.7733402252197266 + ], + "logprob_reward": -0.023340249434113503, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023340249434113503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07882853597402573, + 0.03848782181739807, + 0.028761254623532295, + 0.1783314049243927, + 0.02455463446676731, + 0.03982981666922569, + 0.08653407543897629, + 0.4683777987957001, + 0.01806657388806343, + 0.03822806850075722 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.023340249434113503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086808174848557 + ], + "opposite_logprob_tokens": [ + -3.1680867671966553 + ], + "logprob_reward": -0.043086808174848557, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086808174848557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0833592489361763, + 0.22613386809825897, + 0.10083957016468048, + 0.07261914759874344, + 0.03319081291556358, + 0.0374482087790966, + 0.10353795439004898, + 0.2513285279273987, + 0.05517174303531647, + 0.03637092188000679 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.043086808174848557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060040831565857 + ], + "opposite_logprob_tokens": [ + -3.8956003189086914 + ], + "logprob_reward": -0.02060040831565857, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060040831565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028351465240120888, + 0.05657379329204559, + 0.02911233715713024, + 0.03903799504041672, + 0.028267376124858856, + 0.035125818103551865, + 0.028873184695839882, + 0.4934326410293579, + 0.16960835456848145, + 0.09161705523729324 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.02060040831565857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897897809743881 + ], + "opposite_logprob_tokens": [ + -2.578979015350342 + ], + "logprob_reward": -0.07897897809743881, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897897809743881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11728028953075409, + 0.18373695015907288, + 0.07343637943267822, + 0.12194245308637619, + 0.07144717127084732, + 0.0318852998316288, + 0.10121100395917892, + 0.09921888262033463, + 0.1334274858236313, + 0.06641407310962677 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.07897897809743881 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a sleek, obsidian-black electric sedan as it quietly glides down a crisp gravel driveway, its sharp LED headlights cutting through the deepening dusk with twin beams. The camera pauses as the car perfectly stops before the soaring, grand staircase of a majestic Gothic Revival stone mansion, warm golden light pouring through the tall, arched windows. The driver's-side butterfly door swings upward with a silent hydraulic hiss. A man in his thirties, with sleek black hair and a stoic expression, exits the car with a smooth, deliberate movement. He's impeccably dressed in a well-tailored charcoal wool suit and a crisp, open-collared white shirt. He plants a pair of polished black leather oxfords firmly on the gravel, steps to his height, and with a single, precise tug, straightens his jacket. Then, he gently closes the car door with an unmistakable click, his silhouette contrasting sharply against the mansion's luminous facade, creating a tense and powerful atmosphere of momentous arrival.", + "seed": 24646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_0/index_8511_seed_24646_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10844191312789916, + "vlm_logprob": -0.10844191312789916, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.10844191312789916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18409991264343262 + ], + "opposite_logprob_tokens": [ + -1.9340999126434326 + ], + "logprob_reward": -0.18409991264343262, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.18409991264343262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1879841685295105, + 0.11049545556306839, + 0.2285373955965042, + 0.04754454270005226, + 0.08165009319782257, + 0.031368453055620193, + 0.1767522394657135, + 0.05867960304021835, + 0.029248854145407677, + 0.047739166766405106 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.18409991264343262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159712433815002 + ], + "opposite_logprob_tokens": [ + -1.7015970945358276 + ], + "logprob_reward": -0.20159712433815002, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159712433815002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10662619769573212, + 0.07243698835372925, + 0.07647615671157837, + 0.11067479103803635, + 0.12351044267416, + 0.1024402529001236, + 0.15380315482616425, + 0.08372674882411957, + 0.03814028203487396, + 0.13216494023799896 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.20159712433815002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728182315826416 + ], + "opposite_logprob_tokens": [ + -3.4087281227111816 + ], + "logprob_reward": -0.033728182315826416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728182315826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2940828204154968, + 0.14504140615463257, + 0.1143699586391449, + 0.0810839980840683, + 0.13309063017368317, + 0.04661884903907776, + 0.043308503925800323, + 0.06565806269645691, + 0.025718986988067627, + 0.05102674290537834 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033728182315826416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337345227599144 + ], + "opposite_logprob_tokens": [ + -3.4087345600128174 + ], + "logprob_reward": -0.0337345227599144, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337345227599144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16586734354496002, + 0.12084595859050751, + 0.0810321494936943, + 0.053565748035907745, + 0.1520460993051529, + 0.04193166270852089, + 0.07330835610628128, + 0.05383564159274101, + 0.07859041541814804, + 0.1789766401052475 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0337345227599144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, obsidian-black electric sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car stop in front of a Gothic Revival stone mansion with a grand staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a man in a charcoal wool suit exit the car via a butterfly door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man straighten his jacket with a precise tug before closing the car door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890498235821724 + ], + "opposite_logprob_tokens": [ + -2.464049816131592 + ], + "logprob_reward": -0.0890498235821724, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890498235821724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1118420660495758, + 0.10898497700691223, + 0.09946496784687042, + 0.04300502687692642, + 0.10699781775474548, + 0.041184570640325546, + 0.15839315950870514, + 0.08557795733213425, + 0.10397957265377045, + 0.14056991040706635 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0890498235821724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_tensor([460, 460])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_tensor([460, 460])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86bb876c1f30cd5ba23f24b8b1640eed9beb2998 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_tensor([460, 460])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone, stably tracking from a slightly elevated angle, traces a large, multi-story yacht, its bright white, high-gloss hull gliding majestically across the calm, deep teal waters. The upper deck, equipped with modern radar and communications equipment, its domes and antennas jutting into the sky, while the spacious aft deck below boasts polished teak floors and luxurious white seating. The vessel moves smoothly and effortlessly, carving a clean, narrow wake of white foam that unfolds gently across the glassy waters. At the stern, the yacht's name, \"Cameron Alexander,\" is clearly visible, inscribed in elegant calligraphy. In the background, the sun-drenched coastline unfolds, its lush greenery and scattered terracotta-roofed buildings dotting the gentle hills beneath a vast, clear blue sky. The entire scene is bathed in the bright, warm light of the midday sun, creating shimmering reflections on the water and creating an atmosphere of tranquil luxury and peaceful escape.", + "seed": 8882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_460_seed_8882_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07460449747741223, + "vlm_logprob": -0.07460449747741223, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.07460449747741223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10101022571325302 + ], + "opposite_logprob_tokens": [ + -2.351010322570801 + ], + "logprob_reward": -0.10101022571325302, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10101022571325302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2036302238702774, + 0.20119929313659668, + 0.15890967845916748, + 0.06783509254455566, + 0.03270590305328369, + 0.06003379076719284, + 0.0582350492477417, + 0.08882320672273636, + 0.07363475859165192, + 0.054992999881505966 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10101022571325302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034601390361786 + ], + "opposite_logprob_tokens": [ + -2.350346088409424 + ], + "logprob_reward": -0.10034601390361786, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034601390361786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15103591978549957, + 0.13632796704769135, + 0.16810846328735352, + 0.08092858642339706, + 0.08419452607631683, + 0.07130166888237, + 0.07252996414899826, + 0.13224774599075317, + 0.04186950623989105, + 0.06145565211772919 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10034601390361786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205388531088829 + ], + "opposite_logprob_tokens": [ + -2.812053918838501 + ], + "logprob_reward": -0.06205388531088829, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205388531088829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09222932159900665, + 0.10150138288736343, + 0.2467290461063385, + 0.19547021389007568, + 0.03938491642475128, + 0.07762251049280167, + 0.15836676955223083, + 0.039681293070316315, + 0.02181529812514782, + 0.02719919942319393 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.06205388531088829 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588496699929237 + ], + "opposite_logprob_tokens": [ + -3.8955883979797363 + ], + "logprob_reward": -0.020588496699929237, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588496699929237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06480961292982101, + 0.22220996022224426, + 0.12076115608215332, + 0.0616200789809227, + 0.2773177921772003, + 0.07703748345375061, + 0.04808780550956726, + 0.03578503802418709, + 0.05091327428817749, + 0.04145784676074982 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.020588496699929237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902386575937271 + ], + "opposite_logprob_tokens": [ + -2.4640238285064697 + ], + "logprob_reward": -0.08902386575937271, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902386575937271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10381951183080673, + 0.04744136705994606, + 0.20481030642986298, + 0.12663336098194122, + 0.17461428046226501, + 0.052206169813871384, + 0.07796567678451538, + 0.15935835242271423, + 0.026209764182567596, + 0.026941165328025818 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.08902386575937271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone, stably tracking from a slightly elevated angle, traces a large, multi-story yacht, its bright white, high-gloss hull gliding majestically across the calm, deep teal waters. The upper deck, equipped with modern radar and communications equipment, its domes and antennas jutting into the sky, while the spacious aft deck below boasts polished teak floors and luxurious white seating. The vessel moves smoothly and effortlessly, carving a clean, narrow wake of white foam that unfolds gently across the glassy waters. At the stern, the yacht's name, \"Cameron Alexander,\" is clearly visible, inscribed in elegant calligraphy. In the background, the sun-drenched coastline unfolds, its lush greenery and scattered terracotta-roofed buildings dotting the gentle hills beneath a vast, clear blue sky. The entire scene is bathed in the bright, warm light of the midday sun, creating shimmering reflections on the water and creating an atmosphere of tranquil luxury and peaceful escape.", + "seed": 8883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_460_seed_8883_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012111012171953917, + "vlm_logprob": -0.012111012171953917, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.012111012171953917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004731292836368084 + ], + "opposite_logprob_tokens": [ + -5.504731178283691 + ], + "logprob_reward": -0.004731292836368084, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004731292836368084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19452396035194397, + 0.11249727010726929, + 0.023834824562072754, + 0.08633965253829956, + 0.11885059624910355, + 0.09198248386383057, + 0.11376503854990005, + 0.057227421551942825, + 0.15520580112934113, + 0.04577287659049034 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.004731292836368084 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308132827281952 + ], + "opposite_logprob_tokens": [ + -3.168081283569336 + ], + "logprob_reward": -0.04308132827281952, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308132827281952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14633508026599884, + 0.061856336891651154, + 0.030503125861287117, + 0.04132818430662155, + 0.10727332532405853, + 0.025129245594143867, + 0.07765159010887146, + 0.06910993903875351, + 0.38692203164100647, + 0.05389116331934929 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.04308132827281952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14551942050457, + 0.045320454984903336, + 0.026458458974957466, + 0.09031473845243454, + 0.053478140383958817, + 0.09117874503135681, + 0.1686713993549347, + 0.1830647885799408, + 0.10504212975502014, + 0.09095168113708496 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815808402374387 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815808402374387, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815808402374387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49312731623649597, + 0.08970822393894196, + 0.042382773011922836, + 0.04393276199698448, + 0.04755718261003494, + 0.09382309764623642, + 0.046299148350954056, + 0.03475949540734291, + 0.0830683708190918, + 0.02534167468547821 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.002815808402374387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20567923784255981, + 0.03336900472640991, + 0.05419091135263443, + 0.15653608739376068, + 0.11945182830095291, + 0.10250227898359299, + 0.1008189246058464, + 0.06388772279024124, + 0.13257992267608643, + 0.030984191223978996 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0067326370626688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone, stably tracking from a slightly elevated angle, traces a large, multi-story yacht, its bright white, high-gloss hull gliding majestically across the calm, deep teal waters. The upper deck, equipped with modern radar and communications equipment, its domes and antennas jutting into the sky, while the spacious aft deck below boasts polished teak floors and luxurious white seating. The vessel moves smoothly and effortlessly, carving a clean, narrow wake of white foam that unfolds gently across the glassy waters. At the stern, the yacht's name, \"Cameron Alexander,\" is clearly visible, inscribed in elegant calligraphy. In the background, the sun-drenched coastline unfolds, its lush greenery and scattered terracotta-roofed buildings dotting the gentle hills beneath a vast, clear blue sky. The entire scene is bathed in the bright, warm light of the midday sun, creating shimmering reflections on the water and creating an atmosphere of tranquil luxury and peaceful escape.", + "seed": 8884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_460_seed_8884_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012319864006713033, + "vlm_logprob": -0.012319864006713033, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.012319864006713033, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002229587407782674 + ], + "opposite_logprob_tokens": [ + -6.502229690551758 + ], + "logprob_reward": -0.002229587407782674, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002229587407782674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17996565997600555, + 0.12114839255809784, + 0.13428962230682373, + 0.037497833371162415, + 0.1452150046825409, + 0.09958270192146301, + 0.1777505874633789, + 0.02945609577000141, + 0.031770799309015274, + 0.043323319405317307 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.002229587407782674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043073561042547226 + ], + "opposite_logprob_tokens": [ + -3.1680736541748047 + ], + "logprob_reward": -0.043073561042547226, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043073561042547226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37501779198646545, + 0.08895482122898102, + 0.06770049035549164, + 0.029264770448207855, + 0.08881892263889313, + 0.09413307905197144, + 0.1614019125699997, + 0.027858735993504524, + 0.030222462490200996, + 0.03662696108222008 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.043073561042547226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736189126968384 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736189126968384, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736189126968384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24107210338115692, + 0.07036980241537094, + 0.04330114275217056, + 0.027600182220339775, + 0.18503326177597046, + 0.17707911133766174, + 0.13478098809719086, + 0.06702863425016403, + 0.023211292922496796, + 0.03052348643541336 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.006736189126968384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019378946162760258 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019378946162760258, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019378946162760258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33294737339019775, + 0.18710465729236603, + 0.044066719710826874, + 0.04490865394473076, + 0.06506571918725967, + 0.13376954197883606, + 0.01983560435473919, + 0.05776990205049515, + 0.02058686874806881, + 0.09394501149654388 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0019378946162760258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622087839990854 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622087839990854, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622087839990854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25817862153053284, + 0.22523759305477142, + 0.04559561237692833, + 0.018828362226486206, + 0.12103186547756195, + 0.08719417452812195, + 0.14581626653671265, + 0.053380705416202545, + 0.02863982319831848, + 0.016096975654363632 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.007622087839990854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone, stably tracking from a slightly elevated angle, traces a large, multi-story yacht, its bright white, high-gloss hull gliding majestically across the calm, deep teal waters. The upper deck, equipped with modern radar and communications equipment, its domes and antennas jutting into the sky, while the spacious aft deck below boasts polished teak floors and luxurious white seating. The vessel moves smoothly and effortlessly, carving a clean, narrow wake of white foam that unfolds gently across the glassy waters. At the stern, the yacht's name, \"Cameron Alexander,\" is clearly visible, inscribed in elegant calligraphy. In the background, the sun-drenched coastline unfolds, its lush greenery and scattered terracotta-roofed buildings dotting the gentle hills beneath a vast, clear blue sky. The entire scene is bathed in the bright, warm light of the midday sun, creating shimmering reflections on the water and creating an atmosphere of tranquil luxury and peaceful escape.", + "seed": 8885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_1/index_460_seed_8885_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06844377666711807, + "vlm_logprob": -0.06844377666711807, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.06844377666711807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055667273700237274 + ], + "opposite_logprob_tokens": [ + -2.9306671619415283 + ], + "logprob_reward": -0.055667273700237274, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055667273700237274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16484856605529785, + 0.07869902998209, + 0.041404057294130325, + 0.027888670563697815, + 0.031648751348257065, + 0.07415379583835602, + 0.24841494858264923, + 0.06503553688526154, + 0.04411739483475685, + 0.223789244890213 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.055667273700237274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035194456577301 + ], + "opposite_logprob_tokens": [ + -2.3503520488739014 + ], + "logprob_reward": -0.10035194456577301, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035194456577301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11121410131454468, + 0.09384031593799591, + 0.030284320935606956, + 0.029406368732452393, + 0.10802070051431656, + 0.12689568102359772, + 0.08266782760620117, + 0.08103924989700317, + 0.10485013574361801, + 0.23178131878376007 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.10035194456577301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904088288545609 + ], + "opposite_logprob_tokens": [ + -2.464040994644165 + ], + "logprob_reward": -0.08904088288545609, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904088288545609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044966861605644226, + 0.20135758817195892, + 0.06386617571115494, + 0.0201768446713686, + 0.032838452607393265, + 0.09198708832263947, + 0.11142320185899734, + 0.0510554276406765, + 0.10427020490169525, + 0.2780582010746002 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.08904088288545609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190816044807434 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190816044807434, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190816044807434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.423855185508728, + 0.04794324189424515, + 0.052291207015514374, + 0.012315051630139351, + 0.059434302151203156, + 0.02767467312514782, + 0.2210496962070465, + 0.0221928209066391, + 0.027431322261691093, + 0.10581260174512863 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.018190816044807434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, multi-story yacht with a bright white, high-gloss hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the yacht's name 'Cameron Alexander' clearly visible in elegant calligraphy at the stern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the yacht move smoothly across calm, deep teal waters, leaving a clean, narrow wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched coastline with lush greenery and terracotta-roofed buildings under a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stably tracking the yacht from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896796613931656 + ], + "opposite_logprob_tokens": [ + -2.578968048095703 + ], + "logprob_reward": -0.07896796613931656, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896796613931656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08026189357042313, + 0.09301631897687912, + 0.030227553099393845, + 0.05137306824326515, + 0.06796859949827194, + 0.12801392376422882, + 0.09715817868709564, + 0.08073294162750244, + 0.07320840656757355, + 0.29803913831710815 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.07896796613931656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_tensor([1847, 1847])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_tensor([1847, 1847])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cf5a2413a096ade41ac5cf43ef63145f6e791fc6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_tensor([1847, 1847])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle, panning shot, shot from above the water, slowly rotates around a lone bamboo raft. Amidst the thick, dawn mist, the world resembles a flowing Chinese ink painting. On the raft, an elderly fisherman, wearing a wide bamboo hat and a traditional straw raincoat, his weathered face etched with deep wrinkles, a wisp of graying beard wafting gently in the breeze. With a steady and rhythmic movement, he paddles his long bamboo pole, each entry and exit of the water effortlessly and unhurriedly, silently propelling the raft forward. Beside him, a jet-black osprey perched quietly on the raft's side rail, its gaze piercing the calm, dark green water. The bamboo raft, constructed from several sturdy bamboos tied together, has become smooth and dark from age. A simple oil lamp flickers at the raft's bow, emitting a faint, warm yellow glow, the only touch of warmth in the otherwise cold, grayish-white scene. As the camera slowly pans, the distant, rolling karst mountains become mere silhouettes layered in ink through the dense fog. The air is filled with tranquility and solitude, and only the gentle sound of the oars cutting through the water creates a profound, poetic sense of tranquility and eternity, imbued with Eastern poetry.", + "seed": 4066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_1847_seed_4066_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027377225272357465, + "vlm_logprob": -0.027377225272357465, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027377225272357465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024679679423570633 + ], + "opposite_logprob_tokens": [ + -3.899679660797119 + ], + "logprob_reward": -0.024679679423570633, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024679679423570633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2636471092700958, + 0.08380042761564255, + 0.14602112770080566, + 0.15252220630645752, + 0.04367935657501221, + 0.07636625319719315, + 0.08137156814336777, + 0.06872639060020447, + 0.03267461061477661, + 0.05119092017412186 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.024679679423570633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014232908375561237 + ], + "opposite_logprob_tokens": [ + -4.264233112335205 + ], + "logprob_reward": -0.014232908375561237, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014232908375561237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22638598084449768, + 0.02494717948138714, + 0.18617071211338043, + 0.06311490386724472, + 0.08584477007389069, + 0.05692419037222862, + 0.04337146505713463, + 0.054513007402420044, + 0.06182001158595085, + 0.19690774381160736 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.014232908375561237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003582268953323 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003582268953323, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003582268953323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30992645025253296, + 0.06025578826665878, + 0.2059210240840912, + 0.05799552798271179, + 0.11118098348379135, + 0.036858540028333664, + 0.026384742930531502, + 0.07647649943828583, + 0.021559957414865494, + 0.09344048798084259 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07003582268953323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295411840081215 + ], + "opposite_logprob_tokens": [ + -3.7732954025268555 + ], + "logprob_reward": -0.023295411840081215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295411840081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3376372456550598, + 0.06339559704065323, + 0.23487284779548645, + 0.10525908321142197, + 0.10469342768192291, + 0.029766133055090904, + 0.027863604947924614, + 0.044044964015483856, + 0.022906450554728508, + 0.029560673981904984 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.023295411840081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642304033041 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642304033041, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642304033041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2724299132823944, + 0.03817935287952423, + 0.06444864720106125, + 0.1660279482603073, + 0.06521227955818176, + 0.10086137056350708, + 0.07356960326433182, + 0.05723384767770767, + 0.08060836791992188, + 0.08142861723899841 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.004642304033041 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, panning shot, shot from above the water, slowly rotates around a lone bamboo raft. Amidst the thick, dawn mist, the world resembles a flowing Chinese ink painting. On the raft, an elderly fisherman, wearing a wide bamboo hat and a traditional straw raincoat, his weathered face etched with deep wrinkles, a wisp of graying beard wafting gently in the breeze. With a steady and rhythmic movement, he paddles his long bamboo pole, each entry and exit of the water effortlessly and unhurriedly, silently propelling the raft forward. Beside him, a jet-black osprey perched quietly on the raft's side rail, its gaze piercing the calm, dark green water. The bamboo raft, constructed from several sturdy bamboos tied together, has become smooth and dark from age. A simple oil lamp flickers at the raft's bow, emitting a faint, warm yellow glow, the only touch of warmth in the otherwise cold, grayish-white scene. As the camera slowly pans, the distant, rolling karst mountains become mere silhouettes layered in ink through the dense fog. The air is filled with tranquility and solitude, and only the gentle sound of the oars cutting through the water creates a profound, poetic sense of tranquility and eternity, imbued with Eastern poetry.", + "seed": 4067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_1847_seed_4067_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02645094464533031, + "vlm_logprob": -0.02645094464533031, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02645094464533031, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0180161464959383 + ], + "opposite_logprob_tokens": [ + -4.143016338348389 + ], + "logprob_reward": -0.0180161464959383, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0180161464959383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2521672546863556, + 0.06424231082201004, + 0.0673242062330246, + 0.06931810826063156, + 0.04981657862663269, + 0.10197566449642181, + 0.13966171443462372, + 0.13489879667758942, + 0.04989929497241974, + 0.07069610059261322 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0180161464959383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790201723575592 + ], + "opposite_logprob_tokens": [ + -2.5790202617645264 + ], + "logprob_reward": -0.0790201723575592, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790201723575592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1743389517068863, + 0.05573907494544983, + 0.21478326618671417, + 0.0397065095603466, + 0.08681171387434006, + 0.07239040732383728, + 0.07800043374300003, + 0.14648349583148956, + 0.047679249197244644, + 0.0840669795870781 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0790201723575592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2220686972141266, + 0.07156586647033691, + 0.055182214826345444, + 0.07347604632377625, + 0.07962211221456528, + 0.0795530378818512, + 0.07630860805511475, + 0.20618370175361633, + 0.053605854511260986, + 0.08243385702371597 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.018199829384684563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419729832559824 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.01419729832559824, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419729832559824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16944408416748047, + 0.12328004091978073, + 0.061581749469041824, + 0.04135429859161377, + 0.12287936359643936, + 0.04324741289019585, + 0.11183953285217285, + 0.09166666865348816, + 0.036221373826265335, + 0.19848546385765076 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01419729832559824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028212766628712416 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.0028212766628712416, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028212766628712416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20185719430446625, + 0.08932919055223465, + 0.06697535514831543, + 0.047284726053476334, + 0.05643167346715927, + 0.03557474538683891, + 0.15796710550785065, + 0.0597088523209095, + 0.16182084381580353, + 0.1230502724647522 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0028212766628712416 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, panning shot, shot from above the water, slowly rotates around a lone bamboo raft. Amidst the thick, dawn mist, the world resembles a flowing Chinese ink painting. On the raft, an elderly fisherman, wearing a wide bamboo hat and a traditional straw raincoat, his weathered face etched with deep wrinkles, a wisp of graying beard wafting gently in the breeze. With a steady and rhythmic movement, he paddles his long bamboo pole, each entry and exit of the water effortlessly and unhurriedly, silently propelling the raft forward. Beside him, a jet-black osprey perched quietly on the raft's side rail, its gaze piercing the calm, dark green water. The bamboo raft, constructed from several sturdy bamboos tied together, has become smooth and dark from age. A simple oil lamp flickers at the raft's bow, emitting a faint, warm yellow glow, the only touch of warmth in the otherwise cold, grayish-white scene. As the camera slowly pans, the distant, rolling karst mountains become mere silhouettes layered in ink through the dense fog. The air is filled with tranquility and solitude, and only the gentle sound of the oars cutting through the water creates a profound, poetic sense of tranquility and eternity, imbued with Eastern poetry.", + "seed": 4068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_1847_seed_4068_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015235049556940794, + "vlm_logprob": -0.015235049556940794, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.015235049556940794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013567733578383923 + ], + "opposite_logprob_tokens": [ + -4.513567924499512 + ], + "logprob_reward": -0.013567733578383923, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013567733578383923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6414802670478821, + 0.04958942160010338, + 0.037327349185943604, + 0.06158778443932533, + 0.03167823702096939, + 0.03587039187550545, + 0.027743792161345482, + 0.050163544714450836, + 0.025468792766332626, + 0.03909044712781906 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.013567733578383923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636883594095707 + ], + "opposite_logprob_tokens": [ + -3.6513688564300537 + ], + "logprob_reward": -0.02636883594095707, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636883594095707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42827388644218445, + 0.026129940524697304, + 0.08073371648788452, + 0.22294433414936066, + 0.032717734575271606, + 0.0359441377222538, + 0.040003884583711624, + 0.06472216546535492, + 0.02842998504638672, + 0.04010027274489403 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02636883594095707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40046146512031555, + 0.0805729553103447, + 0.05369557812809944, + 0.06706465035676956, + 0.04273482784628868, + 0.08634816110134125, + 0.17660483717918396, + 0.036108698695898056, + 0.023625165224075317, + 0.03278367966413498 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40461465716362, + 0.07267341017723083, + 0.057950131595134735, + 0.0554787777364254, + 0.07662735134363174, + 0.0785994753241539, + 0.08607364445924759, + 0.05461287125945091, + 0.029895490035414696, + 0.08347418904304504 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094670061022043 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094670061022043, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094670061022043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3511790931224823, + 0.1109064519405365, + 0.049467217177152634, + 0.0750131905078888, + 0.08382890373468399, + 0.04697636514902115, + 0.018966881558299065, + 0.09479174017906189, + 0.0538589172065258, + 0.11501121520996094 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004094670061022043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, panning shot, shot from above the water, slowly rotates around a lone bamboo raft. Amidst the thick, dawn mist, the world resembles a flowing Chinese ink painting. On the raft, an elderly fisherman, wearing a wide bamboo hat and a traditional straw raincoat, his weathered face etched with deep wrinkles, a wisp of graying beard wafting gently in the breeze. With a steady and rhythmic movement, he paddles his long bamboo pole, each entry and exit of the water effortlessly and unhurriedly, silently propelling the raft forward. Beside him, a jet-black osprey perched quietly on the raft's side rail, its gaze piercing the calm, dark green water. The bamboo raft, constructed from several sturdy bamboos tied together, has become smooth and dark from age. A simple oil lamp flickers at the raft's bow, emitting a faint, warm yellow glow, the only touch of warmth in the otherwise cold, grayish-white scene. As the camera slowly pans, the distant, rolling karst mountains become mere silhouettes layered in ink through the dense fog. The air is filled with tranquility and solitude, and only the gentle sound of the oars cutting through the water creates a profound, poetic sense of tranquility and eternity, imbued with Eastern poetry.", + "seed": 4069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_10/index_1847_seed_4069_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07131181885488332, + "vlm_logprob": -0.07131181885488332, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07131181885488332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030973700806498528 + ], + "opposite_logprob_tokens": [ + -3.6559736728668213 + ], + "logprob_reward": -0.030973700806498528, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.030973700806498528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13755401968955994, + 0.14930228888988495, + 0.04864263907074928, + 0.11579733341932297, + 0.09840811789035797, + 0.1595476120710373, + 0.052401166409254074, + 0.06532874703407288, + 0.07731198519468307, + 0.0957060381770134 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.030973700806498528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813625633716583 + ], + "opposite_logprob_tokens": [ + -1.406362533569336 + ], + "logprob_reward": -0.2813625633716583, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813625633716583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1034848690032959, + 0.06080568954348564, + 0.15178215503692627, + 0.32488498091697693, + 0.04702281951904297, + 0.10198548436164856, + 0.05709388852119446, + 0.07260904461145401, + 0.060321494936943054, + 0.02000962384045124 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.2813625633716583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036278641782701015 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.0036278641782701015, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036278641782701015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0862816795706749, + 0.04296330362558365, + 0.4341222047805786, + 0.08400556445121765, + 0.03904883563518524, + 0.12512628734111786, + 0.038542162626981735, + 0.03254999965429306, + 0.055588290095329285, + 0.06177172064781189 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0036278641782701015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810349851846695 + ], + "opposite_logprob_tokens": [ + -3.2881035804748535 + ], + "logprob_reward": -0.03810349851846695, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810349851846695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1700534075498581, + 0.1278076171875, + 0.11465179175138474, + 0.10205663740634918, + 0.16898904740810394, + 0.05396810546517372, + 0.06676463782787323, + 0.027644038200378418, + 0.10403915494680405, + 0.06402555108070374 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03810349851846695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from above the water and slowly rotating around a bamboo raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly fisherman wearing a wide bamboo hat and a traditional straw raincoat visible on the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black osprey perched quietly on the side rail of the raft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple oil lamp flickering at the bow of the raft emitting a faint warm yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant rolling karst mountains visible as silhouettes layered in dense fog in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491467399522662 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491467399522662, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491467399522662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11362257599830627, + 0.060101285576820374, + 0.10746712982654572, + 0.05262664332985878, + 0.10077200829982758, + 0.08172230422496796, + 0.1995745748281479, + 0.10300523042678833, + 0.12261519581079483, + 0.05849313735961914 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.002491467399522662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_tensor([8563, 8563])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_tensor([8563, 8563])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08e0e18fcd7f88c0d77d9d5f826e98a4da741b63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_tensor([8563, 8563])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle drone shot, circling the center of the scene in a slow, clockwise motion, slightly faster than the ships in the frame, creates a subtle parallax effect. In the center of the deep blue, slightly choppy waters, a towering, cylindrical lighthouse made of weathered red brick stands firmly atop a rugged, wave-smoothed black reef. A small, old wooden boat, with a steady and leisurely rhythm, carves a white wake across the water, slowly navigating the reef base where the lighthouse stands, following an almost perfect circular trajectory. The once vibrant blue and white paintwork on the boat's hull has largely peeled off, revealing the dark, sea-eroded wood beneath. Frayed ropes and crash pads made from old tires hang from the side of the boat. The sky was blanketed by heavy, slow-moving gray clouds, with only a faint, desolate orange afterglow glimmering across the horizon. This soft, diffuse light cast shifting shadows across the choppy sea and reflected a faint glow from the glass lantern room atop the tower. The entire scene took on a cold, austere hue, imbued with loneliness, tranquility, and an ineffable sense of mystery, as if the ship were performing an ancient, persistent ritual.", + "seed": 28297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_8563_seed_28297_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10853684321045876, + "vlm_logprob": -0.10853684321045876, + "vlm_yes_no_margin": 2.9999999523162844, + "vlm_token_credit": -0.10853684321045876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3882121741771698 + ], + "opposite_logprob_tokens": [ + -1.1382122039794922 + ], + "logprob_reward": -0.3882121741771698, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3882121741771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16149674355983734, + 0.035508327186107635, + 0.06586950272321701, + 0.19301167130470276, + 0.22149698436260223, + 0.15768267214298248, + 0.08135738223791122, + 0.0497220940887928, + 0.018331479281187057, + 0.015523090027272701 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.3882121741771698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654113858938217 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654113858938217, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654113858938217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1927018165588379, + 0.08879837393760681, + 0.04898355156183243, + 0.07896313816308975, + 0.3014262318611145, + 0.06264389306306839, + 0.04873352497816086, + 0.06303181499242783, + 0.06619875133037567, + 0.04851890727877617 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.008654113858938217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789811834692955 + ], + "opposite_logprob_tokens": [ + -2.5789811611175537 + ], + "logprob_reward": -0.0789811834692955, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789811834692955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04306808486580849, + 0.03422623500227928, + 0.018972985446453094, + 0.10047685354948044, + 0.5076361894607544, + 0.16966167092323303, + 0.03365559130907059, + 0.04002043232321739, + 0.026798101142048836, + 0.0254838690161705 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.0789811834692955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866091161966324 + ], + "opposite_logprob_tokens": [ + -3.04866099357605 + ], + "logprob_reward": -0.04866091161966324, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866091161966324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049282852560281754, + 0.021878311410546303, + 0.021719250828027725, + 0.013356855139136314, + 0.6770260334014893, + 0.08957085013389587, + 0.040103428065776825, + 0.05201438441872597, + 0.025486145168542862, + 0.009561894461512566 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.04866091161966324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817583292722702 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817583292722702, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817583292722702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24610747396945953, + 0.1799740046262741, + 0.046662598848342896, + 0.035594236105680466, + 0.10655079036951065, + 0.03403822332620621, + 0.035600148141384125, + 0.0646103248000145, + 0.15038545429706573, + 0.10047668218612671 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01817583292722702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot, circling the center of the scene in a slow, clockwise motion, slightly faster than the ships in the frame, creates a subtle parallax effect. In the center of the deep blue, slightly choppy waters, a towering, cylindrical lighthouse made of weathered red brick stands firmly atop a rugged, wave-smoothed black reef. A small, old wooden boat, with a steady and leisurely rhythm, carves a white wake across the water, slowly navigating the reef base where the lighthouse stands, following an almost perfect circular trajectory. The once vibrant blue and white paintwork on the boat's hull has largely peeled off, revealing the dark, sea-eroded wood beneath. Frayed ropes and crash pads made from old tires hang from the side of the boat. The sky was blanketed by heavy, slow-moving gray clouds, with only a faint, desolate orange afterglow glimmering across the horizon. This soft, diffuse light cast shifting shadows across the choppy sea and reflected a faint glow from the glass lantern room atop the tower. The entire scene took on a cold, austere hue, imbued with loneliness, tranquility, and an ineffable sense of mystery, as if the ship were performing an ancient, persistent ritual.", + "seed": 28298, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_8563_seed_28298_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07771441582590341, + "vlm_logprob": -0.07771441582590341, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07771441582590341, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3157593607902527 + ], + "opposite_logprob_tokens": [ + -1.3157594203948975 + ], + "logprob_reward": -0.3157593607902527, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3157593607902527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1585257202386856, + 0.05081310495734215, + 0.09190918505191803, + 0.07021623849868774, + 0.052566591650247574, + 0.058049652725458145, + 0.043531641364097595, + 0.041429851204156876, + 0.39960020780563354, + 0.033357877284288406 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.3157593607902527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649976924061775 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649976924061775, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649976924061775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21012888848781586, + 0.13518093526363373, + 0.10405036807060242, + 0.05352680757641792, + 0.10578738898038864, + 0.10045371204614639, + 0.09510010480880737, + 0.06677107512950897, + 0.06766222417354584, + 0.06133849546313286 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008649976924061775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329203300178051 + ], + "opposite_logprob_tokens": [ + -3.773292064666748 + ], + "logprob_reward": -0.02329203300178051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329203300178051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1097804605960846, + 0.04846131056547165, + 0.03422029688954353, + 0.10032497346401215, + 0.15268613398075104, + 0.07279544323682785, + 0.08375100046396255, + 0.037141669541597366, + 0.32126253843307495, + 0.03957614302635193 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02329203300178051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804455116391182 + ], + "opposite_logprob_tokens": [ + -3.5298044681549072 + ], + "logprob_reward": -0.029804455116391182, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804455116391182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15131372213363647, + 0.10803402215242386, + 0.043125756084918976, + 0.11691517382860184, + 0.13176174461841583, + 0.13057121634483337, + 0.1441883146762848, + 0.09775050729513168, + 0.0419960618019104, + 0.034343525767326355 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.029804455116391182 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066253297030926 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066253297030926, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066253297030926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14224426448345184, + 0.10987496376037598, + 0.029039014130830765, + 0.03689710795879364, + 0.061181265860795975, + 0.06137276068329811, + 0.04240122810006142, + 0.028145842254161835, + 0.3293081521987915, + 0.15953540802001953 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011066253297030926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot, circling the center of the scene in a slow, clockwise motion, slightly faster than the ships in the frame, creates a subtle parallax effect. In the center of the deep blue, slightly choppy waters, a towering, cylindrical lighthouse made of weathered red brick stands firmly atop a rugged, wave-smoothed black reef. A small, old wooden boat, with a steady and leisurely rhythm, carves a white wake across the water, slowly navigating the reef base where the lighthouse stands, following an almost perfect circular trajectory. The once vibrant blue and white paintwork on the boat's hull has largely peeled off, revealing the dark, sea-eroded wood beneath. Frayed ropes and crash pads made from old tires hang from the side of the boat. The sky was blanketed by heavy, slow-moving gray clouds, with only a faint, desolate orange afterglow glimmering across the horizon. This soft, diffuse light cast shifting shadows across the choppy sea and reflected a faint glow from the glass lantern room atop the tower. The entire scene took on a cold, austere hue, imbued with loneliness, tranquility, and an ineffable sense of mystery, as if the ship were performing an ancient, persistent ritual.", + "seed": 28299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_8563_seed_28299_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16328841038048267, + "vlm_logprob": -0.16328841038048267, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.16328841038048267, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6962870955467224 + ], + "opposite_logprob_tokens": [ + -0.6962870955467224 + ], + "logprob_reward": -0.6962870955467224, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6962870955467224, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27169153094291687, + 0.03982832282781601, + 0.23988287150859833, + 0.09984399378299713, + 0.040514636784791946, + 0.049618761986494064, + 0.05011937767267227, + 0.055894333869218826, + 0.09698223322629929, + 0.05562394857406616 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.6962870955467224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220098033547401 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.014220098033547401, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220098033547401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2160198986530304, + 0.08307741582393646, + 0.08250300586223602, + 0.05037248507142067, + 0.05870611220598221, + 0.04763730242848396, + 0.03864773362874985, + 0.03805025294423103, + 0.18515853583812714, + 0.19982725381851196 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.014220098033547401 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043074361979961395 + ], + "opposite_logprob_tokens": [ + -3.168074369430542 + ], + "logprob_reward": -0.043074361979961395, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043074361979961395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11290057748556137, + 0.08434922248125076, + 0.22305431962013245, + 0.05934230238199234, + 0.03585527837276459, + 0.06613175570964813, + 0.04016223922371864, + 0.05301167070865631, + 0.12871797382831573, + 0.19647464156150818 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.043074361979961395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866942763328552 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866942763328552, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866942763328552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16121692955493927, + 0.06773106753826141, + 0.3355143964290619, + 0.060608331114053726, + 0.034863781183958054, + 0.05901818349957466, + 0.0676099956035614, + 0.07943757623434067, + 0.07580053061246872, + 0.058199137449264526 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.04866942763328552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191068708896637 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191068708896637, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191068708896637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14963704347610474, + 0.05011053755879402, + 0.14717069268226624, + 0.23766940832138062, + 0.11097841709852219, + 0.14052508771419525, + 0.03459924831986427, + 0.08796507865190506, + 0.02106405794620514, + 0.020280443131923676 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014191068708896637 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot, circling the center of the scene in a slow, clockwise motion, slightly faster than the ships in the frame, creates a subtle parallax effect. In the center of the deep blue, slightly choppy waters, a towering, cylindrical lighthouse made of weathered red brick stands firmly atop a rugged, wave-smoothed black reef. A small, old wooden boat, with a steady and leisurely rhythm, carves a white wake across the water, slowly navigating the reef base where the lighthouse stands, following an almost perfect circular trajectory. The once vibrant blue and white paintwork on the boat's hull has largely peeled off, revealing the dark, sea-eroded wood beneath. Frayed ropes and crash pads made from old tires hang from the side of the boat. The sky was blanketed by heavy, slow-moving gray clouds, with only a faint, desolate orange afterglow glimmering across the horizon. This soft, diffuse light cast shifting shadows across the choppy sea and reflected a faint glow from the glass lantern room atop the tower. The entire scene took on a cold, austere hue, imbued with loneliness, tranquility, and an ineffable sense of mystery, as if the ship were performing an ancient, persistent ritual.", + "seed": 28300, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_11/index_8563_seed_28300_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08412301605567336, + "vlm_logprob": -0.08412301605567336, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.08412301605567336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2566906809806824 + ], + "opposite_logprob_tokens": [ + -1.5066907405853271 + ], + "logprob_reward": -0.2566906809806824, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2566906809806824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2435087114572525, + 0.16652527451515198, + 0.26246699690818787, + 0.053364332765340805, + 0.034502964466810226, + 0.039573416113853455, + 0.08151309937238693, + 0.029792889952659607, + 0.05791528895497322, + 0.030837060883641243 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.2566906809806824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658131584525108 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.008658131584525108, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658131584525108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38492512702941895, + 0.09669587761163712, + 0.042804449796676636, + 0.037234559655189514, + 0.05199255421757698, + 0.04653137922286987, + 0.10020557045936584, + 0.10145647078752518, + 0.06629223376512527, + 0.07186177372932434 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.008658131584525108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705309689044952 + ], + "opposite_logprob_tokens": [ + -2.1270530223846436 + ], + "logprob_reward": -0.12705309689044952, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705309689044952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48197847604751587, + 0.16192477941513062, + 0.08312863111495972, + 0.06813798099756241, + 0.024783553555607796, + 0.017093641683459282, + 0.07685960084199905, + 0.03527368605136871, + 0.031100761145353317, + 0.01971879042685032 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12705309689044952 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589781925082207 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.020589781925082207, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589781925082207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7231687903404236, + 0.03833219036459923, + 0.08312689512968063, + 0.04089363291859627, + 0.014678108505904675, + 0.012039816938340664, + 0.031265679746866226, + 0.023508412763476372, + 0.012521288357675076, + 0.02046520635485649 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.020589781925082207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high-angle drone perspective circling the scene in a slow, clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a towering, cylindrical lighthouse made of weathered red brick visible standing on a black reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, old wooden boat with peeling blue and white paint navigating a circular trajectory near the lighthouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are frayed ropes and crash pads made from old tires visible hanging from the side of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky covered by heavy, slow-moving gray clouds with a faint orange afterglow on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623388897627592 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.007623388897627592, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623388897627592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4577171802520752, + 0.22381186485290527, + 0.09364329278469086, + 0.04037430137395859, + 0.02767459861934185, + 0.017866790294647217, + 0.04685945063829422, + 0.041669368743896484, + 0.028072739019989967, + 0.02231043204665184 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007623388897627592 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_tensor([6772, 6772])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_tensor([6772, 6772])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86f974e4b4d70b0414c4fa7945267504bd907e61 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_tensor([6772, 6772])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the distinctive style of classic Chinese ink painting, a slow and graceful 360-degree orbiting camera movement orbits a scene of a quiet mentor, rendered entirely in minimalist, expressive ink. At the center of the composition, a young student, brow furrowed, leans in deep concentration against a low, dark wooden table. Their hand, gripping a bamboo brush filled with ink bristles, attempts a difficult stroke across a sheet of pristine white rice paper, moving slowly and nervously and cautiously. Watching them is an elderly calligrapher, his ancient face adorned with a long, wispy white beard, his eyes a quiet patience. His serene appearance, clad in flowing scholarly robes, is hinted at by the soft, layered gray ink wash. As the camera continues its seamless orbit, the background is revealed: a gnarled pine tree, its twisted branches and sparse needles defined by bold, dark brushstrokes, towering over the empty white space. On the table, a simple ceramic teacup emits delicate, calligraphic vapors that rise and disappear. The entire vision is a study in monochrome tones, the deepest blacks of fresh ink, the shifting greys of shadows and forms, and the pure white of unvarnished paper, creating a profound atmosphere of focused discipline and the timeless transmission of knowledge.", + "seed": 30405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_6772_seed_30405_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10334629341959953, + "vlm_logprob": -0.10334629341959953, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10334629341959953, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027067439630627632 + ], + "opposite_logprob_tokens": [ + -3.6520674228668213 + ], + "logprob_reward": -0.027067439630627632, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027067439630627632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07934883236885071, + 0.24664713442325592, + 0.05796573683619499, + 0.03664465248584747, + 0.2636744976043701, + 0.0446893535554409, + 0.09193573892116547, + 0.05663127452135086, + 0.05047789216041565, + 0.07198489457368851 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.027067439630627632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038125645369291306 + ], + "opposite_logprob_tokens": [ + -3.28812575340271 + ], + "logprob_reward": -0.038125645369291306, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038125645369291306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12205230444669724, + 0.06607148796319962, + 0.08479171246290207, + 0.08288073539733887, + 0.13615448772907257, + 0.07153856754302979, + 0.07344502210617065, + 0.09773053973913193, + 0.20837515592575073, + 0.05695996433496475 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.038125645369291306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634805254638195 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.02634805254638195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634805254638195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2539871335029602, + 0.2825387716293335, + 0.09765111654996872, + 0.08124285936355591, + 0.038420144468545914, + 0.030971582978963852, + 0.024450218304991722, + 0.07103626430034637, + 0.0694931373000145, + 0.05020883306860924 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02634805254638195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109809160232544 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.038109809160232544, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109809160232544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10290444642305374, + 0.3993072509765625, + 0.06679295748472214, + 0.09326159954071045, + 0.04952899366617203, + 0.03907555714249611, + 0.04550926759839058, + 0.07410251349210739, + 0.07093784213066101, + 0.05857953801751137 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.038109809160232544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708052039146423 + ], + "opposite_logprob_tokens": [ + -1.1370805501937866 + ], + "logprob_reward": -0.38708052039146423, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38708052039146423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11904454976320267, + 0.2984093725681305, + 0.08251720666885376, + 0.0469687394797802, + 0.08738420158624649, + 0.04888860136270523, + 0.09365252405405045, + 0.07872304320335388, + 0.10010819882154465, + 0.04430365562438965 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.38708052039146423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive style of classic Chinese ink painting, a slow and graceful 360-degree orbiting camera movement orbits a scene of a quiet mentor, rendered entirely in minimalist, expressive ink. At the center of the composition, a young student, brow furrowed, leans in deep concentration against a low, dark wooden table. Their hand, gripping a bamboo brush filled with ink bristles, attempts a difficult stroke across a sheet of pristine white rice paper, moving slowly and nervously and cautiously. Watching them is an elderly calligrapher, his ancient face adorned with a long, wispy white beard, his eyes a quiet patience. His serene appearance, clad in flowing scholarly robes, is hinted at by the soft, layered gray ink wash. As the camera continues its seamless orbit, the background is revealed: a gnarled pine tree, its twisted branches and sparse needles defined by bold, dark brushstrokes, towering over the empty white space. On the table, a simple ceramic teacup emits delicate, calligraphic vapors that rise and disappear. The entire vision is a study in monochrome tones, the deepest blacks of fresh ink, the shifting greys of shadows and forms, and the pure white of unvarnished paper, creating a profound atmosphere of focused discipline and the timeless transmission of knowledge.", + "seed": 30406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_6772_seed_30406_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1855674983933568, + "vlm_logprob": -0.1855674983933568, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1855674983933568, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011797656305134296 + ], + "opposite_logprob_tokens": [ + -4.5117974281311035 + ], + "logprob_reward": -0.011797656305134296, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011797656305134296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12978944182395935, + 0.24874655902385712, + 0.11279324442148209, + 0.07096311450004578, + 0.13189992308616638, + 0.06330374628305435, + 0.08467388898134232, + 0.06923580914735794, + 0.048278093338012695, + 0.04031616821885109 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.011797656305134296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827017337083817 + ], + "opposite_logprob_tokens": [ + -3.529827117919922 + ], + "logprob_reward": -0.029827017337083817, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827017337083817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13101938366889954, + 0.0672537237405777, + 0.22627152502536774, + 0.06822258979082108, + 0.057445064187049866, + 0.12214095890522003, + 0.07822354882955551, + 0.08539441227912903, + 0.11298540234565735, + 0.05104336515069008 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.029827017337083817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706169575452805 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.033706169575452805, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706169575452805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17134155333042145, + 0.16001291573047638, + 0.31148019433021545, + 0.0775146484375, + 0.04432235658168793, + 0.050988297909498215, + 0.03998742252588272, + 0.05095045641064644, + 0.05551328510046005, + 0.03788883984088898 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.033706169575452805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635873481631279 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.02635873481631279, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635873481631279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1166849136352539, + 0.07297900319099426, + 0.2422342449426651, + 0.08621813356876373, + 0.06582018733024597, + 0.051378194242715836, + 0.05589314550161362, + 0.13408266007900238, + 0.08331114053726196, + 0.09139833599328995 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.02635873481631279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261479139328003 + ], + "opposite_logprob_tokens": [ + -0.5761479139328003 + ], + "logprob_reward": -0.8261479139328003, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261479139328003, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14209668338298798, + 0.1642317771911621, + 0.26276910305023193, + 0.0809306651353836, + 0.06750239431858063, + 0.08248728513717651, + 0.05630362406373024, + 0.07072363793849945, + 0.02325376495718956, + 0.04970104619860649 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.8261479139328003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In the distinctive style of classic Chinese ink painting, a slow and graceful 360-degree orbiting camera movement orbits a scene of a quiet mentor, rendered entirely in minimalist, expressive ink. At the center of the composition, a young student, brow furrowed, leans in deep concentration against a low, dark wooden table. Their hand, gripping a bamboo brush filled with ink bristles, attempts a difficult stroke across a sheet of pristine white rice paper, moving slowly and nervously and cautiously. Watching them is an elderly calligrapher, his ancient face adorned with a long, wispy white beard, his eyes a quiet patience. His serene appearance, clad in flowing scholarly robes, is hinted at by the soft, layered gray ink wash. As the camera continues its seamless orbit, the background is revealed: a gnarled pine tree, its twisted branches and sparse needles defined by bold, dark brushstrokes, towering over the empty white space. On the table, a simple ceramic teacup emits delicate, calligraphic vapors that rise and disappear. The entire vision is a study in monochrome tones, the deepest blacks of fresh ink, the shifting greys of shadows and forms, and the pure white of unvarnished paper, creating a profound atmosphere of focused discipline and the timeless transmission of knowledge.", + "seed": 30407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_6772_seed_30407_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16422670939937234, + "vlm_logprob": -0.16422670939937234, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.16422670939937234, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007086381781846285 + ], + "opposite_logprob_tokens": [ + -5.007086277008057 + ], + "logprob_reward": -0.007086381781846285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007086381781846285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23507076501846313, + 0.15023860335350037, + 0.0686585083603859, + 0.1651414930820465, + 0.13090966641902924, + 0.025924397632479668, + 0.06592616438865662, + 0.08367020636796951, + 0.02060084231197834, + 0.05385939031839371 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007086381781846285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869940131902695 + ], + "opposite_logprob_tokens": [ + -3.048699378967285 + ], + "logprob_reward": -0.04869940131902695, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869940131902695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16443787515163422, + 0.13654561340808868, + 0.08228356391191483, + 0.052933331578969955, + 0.1149139255285263, + 0.04414496570825577, + 0.052041370421648026, + 0.1421133428812027, + 0.03853937238454819, + 0.17204661667346954 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.04869940131902695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867305979132652 + ], + "opposite_logprob_tokens": [ + -3.048673152923584 + ], + "logprob_reward": -0.04867305979132652, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867305979132652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14727778732776642, + 0.22520315647125244, + 0.14260424673557281, + 0.06218039244413376, + 0.05550100654363632, + 0.045112017542123795, + 0.06523777544498444, + 0.14702379703521729, + 0.044710732996463776, + 0.06514909863471985 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.04867305979132652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305077105760574 + ], + "opposite_logprob_tokens": [ + -3.7733051776885986 + ], + "logprob_reward": -0.023305077105760574, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305077105760574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2657809555530548, + 0.12003261595964432, + 0.0892658680677414, + 0.07586967945098877, + 0.05099989473819733, + 0.0314626507461071, + 0.07613789290189743, + 0.12683743238449097, + 0.07867876440286636, + 0.08493420481681824 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023305077105760574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933696269989014 + ], + "opposite_logprob_tokens": [ + -0.6933696269989014 + ], + "logprob_reward": -0.6933696269989014, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933696269989014, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16760031878948212, + 0.08362676203250885, + 0.07029713690280914, + 0.057999249547719955, + 0.33095794916152954, + 0.0780249759554863, + 0.05523229390382767, + 0.05829852074384689, + 0.024762319400906563, + 0.07320050895214081 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.6933696269989014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In the distinctive style of classic Chinese ink painting, a slow and graceful 360-degree orbiting camera movement orbits a scene of a quiet mentor, rendered entirely in minimalist, expressive ink. At the center of the composition, a young student, brow furrowed, leans in deep concentration against a low, dark wooden table. Their hand, gripping a bamboo brush filled with ink bristles, attempts a difficult stroke across a sheet of pristine white rice paper, moving slowly and nervously and cautiously. Watching them is an elderly calligrapher, his ancient face adorned with a long, wispy white beard, his eyes a quiet patience. His serene appearance, clad in flowing scholarly robes, is hinted at by the soft, layered gray ink wash. As the camera continues its seamless orbit, the background is revealed: a gnarled pine tree, its twisted branches and sparse needles defined by bold, dark brushstrokes, towering over the empty white space. On the table, a simple ceramic teacup emits delicate, calligraphic vapors that rise and disappear. The entire vision is a study in monochrome tones, the deepest blacks of fresh ink, the shifting greys of shadows and forms, and the pure white of unvarnished paper, creating a profound atmosphere of focused discipline and the timeless transmission of knowledge.", + "seed": 30408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_12/index_6772_seed_30408_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3573288707062602, + "vlm_logprob": -0.3573288707062602, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.3573288707062602, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008079110644757748 + ], + "opposite_logprob_tokens": [ + -4.8830790519714355 + ], + "logprob_reward": -0.008079110644757748, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008079110644757748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05420539528131485, + 0.04042557626962662, + 0.03936876729130745, + 0.10623732954263687, + 0.030416814610362053, + 0.009235507808625698, + 0.014200732111930847, + 0.6501196026802063, + 0.034813880920410156, + 0.0209763515740633 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.008079110644757748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564783915877342 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.012564783915877342, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564783915877342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13409386575222015, + 0.13295243680477142, + 0.12495436519384384, + 0.04730739817023277, + 0.04743462800979614, + 0.02488335408270359, + 0.06892576813697815, + 0.3116520643234253, + 0.054669711738824844, + 0.053126368671655655 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.012564783915877342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635142020881176 + ], + "opposite_logprob_tokens": [ + -3.6513514518737793 + ], + "logprob_reward": -0.02635142020881176, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635142020881176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06410568952560425, + 0.06642985343933105, + 0.30891984701156616, + 0.09687073528766632, + 0.023152906447649002, + 0.021947765722870827, + 0.026756247505545616, + 0.34470921754837036, + 0.016549887135624886, + 0.030557874590158463 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.02635142020881176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811107203364372 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811107203364372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811107203364372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09065614640712738, + 0.10780368000268936, + 0.2662917673587799, + 0.15376688539981842, + 0.024287588894367218, + 0.05759987607598305, + 0.06797529011964798, + 0.13772983849048615, + 0.02541395090520382, + 0.06847494095563889 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.03811107203364372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a classic Chinese ink painting with monochrome tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young student with a furrowed brow leaning in concentration at a low dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly calligrapher with a long white beard and flowing scholarly robes watching the student?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the student's hand grip a bamboo brush and move slowly and nervously across white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, seamless 360-degree orbiting movement around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015379667282104 + ], + "opposite_logprob_tokens": [ + -0.20153798162937164 + ], + "logprob_reward": -1.7015379667282104, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015379667282104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15769484639167786, + 0.11001627147197723, + 0.10778691619634628, + 0.1721985787153244, + 0.04167105257511139, + 0.05937778949737549, + 0.10391420871019363, + 0.11925575137138367, + 0.08534146845340729, + 0.042743027210235596 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -1.7015379667282104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_tensor([1129, 1129])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_tensor([1129, 1129])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5fcd2fd2c7d0b58f7a6629da8484827890c516ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_tensor([1129, 1129])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low angle, using time-lapse photography, captures the surface of rich, deep-brown soil gently arching under the soft, diffused morning light. Then, with unstoppable force, the tip of a tender, emerald green bamboo shoot suddenly pierces the earth, sending a shower of moist, finely chopped soil scattering in all directions. The shoot is plump, its skin tightly wrapped in layers, dotted with subtle purple-brown markings and dense hairs. Dewdrops condensed on its tip gleam in the dappled light filtering through the cracks in the bamboo forest. The camera then slowly tilts upward as the shoot steadily and powerfully grows, clearly capturing the stretching and unwinding of each joint, the gradual peeling of the skin as it grows. The entire process is imbued with a raw, vibrant vitality, creating a natural atmosphere of concentration and wonder in the fresh, slightly cool air.", + "seed": 30027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_1129_seed_30027_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03270519627258182, + "vlm_logprob": -0.03270519627258182, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03270519627258182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06582073867321014 + ], + "opposite_logprob_tokens": [ + -2.9408206939697266 + ], + "logprob_reward": -0.06582073867321014, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06582073867321014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16503971815109253, + 0.1992783546447754, + 0.24778315424919128, + 0.07910723984241486, + 0.03346017375588417, + 0.03775961324572563, + 0.08355274796485901, + 0.03544050082564354, + 0.05944941192865372, + 0.05912909656763077 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.06582073867321014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026391012594103813 + ], + "opposite_logprob_tokens": [ + -3.65139102935791 + ], + "logprob_reward": -0.026391012594103813, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026391012594103813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11421889811754227, + 0.45033448934555054, + 0.14490275084972382, + 0.04041474312543869, + 0.05453317612409592, + 0.04641847684979439, + 0.04173799604177475, + 0.023841699585318565, + 0.04063097760081291, + 0.04296676814556122 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.026391012594103813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263993050903082 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263993050903082, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263993050903082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10761852562427521, + 0.12539063394069672, + 0.15367479622364044, + 0.10815668106079102, + 0.06392315030097961, + 0.15234045684337616, + 0.11928927153348923, + 0.02712285704910755, + 0.09818115830421448, + 0.044302552938461304 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.005263993050903082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497054383158684 + ], + "opposite_logprob_tokens": [ + -2.9299705028533936 + ], + "logprob_reward": -0.05497054383158684, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497054383158684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13305796682834625, + 0.42114347219467163, + 0.10831398516893387, + 0.040368035435676575, + 0.0335337296128273, + 0.042266350239515305, + 0.08711615204811096, + 0.02506916970014572, + 0.07556258887052536, + 0.033568497747182846 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.05497054383158684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10778255760669708, + 0.15950599312782288, + 0.09897604584693909, + 0.05285670608282089, + 0.03853171318769455, + 0.051144201308488846, + 0.31418338418006897, + 0.05478877201676369, + 0.03173981234431267, + 0.09049084782600403 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011079693213105202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, using time-lapse photography, captures the surface of rich, deep-brown soil gently arching under the soft, diffused morning light. Then, with unstoppable force, the tip of a tender, emerald green bamboo shoot suddenly pierces the earth, sending a shower of moist, finely chopped soil scattering in all directions. The shoot is plump, its skin tightly wrapped in layers, dotted with subtle purple-brown markings and dense hairs. Dewdrops condensed on its tip gleam in the dappled light filtering through the cracks in the bamboo forest. The camera then slowly tilts upward as the shoot steadily and powerfully grows, clearly capturing the stretching and unwinding of each joint, the gradual peeling of the skin as it grows. The entire process is imbued with a raw, vibrant vitality, creating a natural atmosphere of concentration and wonder in the fresh, slightly cool air.", + "seed": 30028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_1129_seed_30028_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07205277197062969, + "vlm_logprob": -0.07205277197062969, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07205277197062969, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24616336822509766 + ], + "opposite_logprob_tokens": [ + -1.6211633682250977 + ], + "logprob_reward": -0.24616336822509766, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24616336822509766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08388735353946686, + 0.0319402702152729, + 0.4417942464351654, + 0.19123244285583496, + 0.10321813821792603, + 0.057366978377103806, + 0.057167164981365204, + 0.010762854479253292, + 0.014132114127278328, + 0.00849844329059124 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.24616336822509766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502177029848099 + ], + "opposite_logprob_tokens": [ + -2.9300217628479004 + ], + "logprob_reward": -0.05502177029848099, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502177029848099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033156268298625946, + 0.026208756491541862, + 0.6173232197761536, + 0.10050985217094421, + 0.14022189378738403, + 0.01013125292956829, + 0.012442388571798801, + 0.020201483741402626, + 0.014724716544151306, + 0.02508017234504223 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.05502177029848099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964931100606918 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964931100606918, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964931100606918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06085895374417305, + 0.020227864384651184, + 0.6915302872657776, + 0.08835823833942413, + 0.03054926171898842, + 0.014679444022476673, + 0.011736880987882614, + 0.0393381305038929, + 0.022830771282315254, + 0.019890181720256805 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.005964931100606918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301467299461365 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301467299461365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301467299461365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060876961797475815, + 0.06281115114688873, + 0.546011209487915, + 0.1761971265077591, + 0.03218749538064003, + 0.04030030593276024, + 0.016206134110689163, + 0.02174234949052334, + 0.022021686658263206, + 0.021645499393343925 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.023301467299461365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812322929501534 + ], + "opposite_logprob_tokens": [ + -3.5298123359680176 + ], + "logprob_reward": -0.029812322929501534, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812322929501534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047248996794223785, + 0.026805484667420387, + 0.4397985637187958, + 0.23270907998085022, + 0.06650160253047943, + 0.025256279855966568, + 0.02230590581893921, + 0.031127437949180603, + 0.04377051442861557, + 0.06447617709636688 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.029812322929501534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, using time-lapse photography, captures the surface of rich, deep-brown soil gently arching under the soft, diffused morning light. Then, with unstoppable force, the tip of a tender, emerald green bamboo shoot suddenly pierces the earth, sending a shower of moist, finely chopped soil scattering in all directions. The shoot is plump, its skin tightly wrapped in layers, dotted with subtle purple-brown markings and dense hairs. Dewdrops condensed on its tip gleam in the dappled light filtering through the cracks in the bamboo forest. The camera then slowly tilts upward as the shoot steadily and powerfully grows, clearly capturing the stretching and unwinding of each joint, the gradual peeling of the skin as it grows. The entire process is imbued with a raw, vibrant vitality, creating a natural atmosphere of concentration and wonder in the fresh, slightly cool air.", + "seed": 30029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_1129_seed_30029_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06602375723887235, + "vlm_logprob": -0.06602375723887235, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06602375723887235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13741281628608704 + ], + "opposite_logprob_tokens": [ + -2.1374127864837646 + ], + "logprob_reward": -0.13741281628608704, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13741281628608704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2508338987827301, + 0.047982681542634964, + 0.11594411730766296, + 0.3184979259967804, + 0.0365397073328495, + 0.07861907035112381, + 0.03671663999557495, + 0.04058762639760971, + 0.04441708326339722, + 0.029861170798540115 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.13741281628608704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270921528339386 + ], + "opposite_logprob_tokens": [ + -2.127092123031616 + ], + "logprob_reward": -0.1270921528339386, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270921528339386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11317229270935059, + 0.0635366439819336, + 0.11619903147220612, + 0.33121395111083984, + 0.04869111254811287, + 0.09385573863983154, + 0.0360228456556797, + 0.03240367770195007, + 0.08569042384624481, + 0.07921425253152847 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.1270921528339386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019507441902533174 + ], + "opposite_logprob_tokens": [ + -6.251950740814209 + ], + "logprob_reward": -0.0019507441902533174, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019507441902533174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1608925759792328, + 0.22835829854011536, + 0.1662600338459015, + 0.0911022424697876, + 0.03417553752660751, + 0.09644787013530731, + 0.022167274728417397, + 0.028020702302455902, + 0.12871134281158447, + 0.043864112347364426 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0019507441902533174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593050867319107 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.020593050867319107, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593050867319107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1689765900373459, + 0.17782628536224365, + 0.16093860566616058, + 0.08150976896286011, + 0.05628127232193947, + 0.04362077638506889, + 0.039674390107393265, + 0.08127757906913757, + 0.13565993309020996, + 0.05423480272293091 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.020593050867319107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307002201676369 + ], + "opposite_logprob_tokens": [ + -3.168070077896118 + ], + "logprob_reward": -0.04307002201676369, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307002201676369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873144507408142, + 0.12295745313167572, + 0.07487642019987106, + 0.1231163740158081, + 0.04163443669676781, + 0.13937990367412567, + 0.06059449538588524, + 0.05338256433606148, + 0.1466544270515442, + 0.050089456140995026 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.04307002201676369 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, using time-lapse photography, captures the surface of rich, deep-brown soil gently arching under the soft, diffused morning light. Then, with unstoppable force, the tip of a tender, emerald green bamboo shoot suddenly pierces the earth, sending a shower of moist, finely chopped soil scattering in all directions. The shoot is plump, its skin tightly wrapped in layers, dotted with subtle purple-brown markings and dense hairs. Dewdrops condensed on its tip gleam in the dappled light filtering through the cracks in the bamboo forest. The camera then slowly tilts upward as the shoot steadily and powerfully grows, clearly capturing the stretching and unwinding of each joint, the gradual peeling of the skin as it grows. The entire process is imbued with a raw, vibrant vitality, creating a natural atmosphere of concentration and wonder in the fresh, slightly cool air.", + "seed": 30030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_13/index_1129_seed_30030_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09272827366366983, + "vlm_logprob": -0.09272827366366983, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.09272827366366983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3588418960571289 + ], + "opposite_logprob_tokens": [ + -1.233841896057129 + ], + "logprob_reward": -0.3588418960571289, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3588418960571289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13882149755954742, + 0.07813036441802979, + 0.17353025078773499, + 0.15606637299060822, + 0.09593348950147629, + 0.16433653235435486, + 0.07634739577770233, + 0.024694273248314857, + 0.06595046818256378, + 0.026189478114247322 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.3588418960571289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500337854027748 + ], + "opposite_logprob_tokens": [ + -2.9300034046173096 + ], + "logprob_reward": -0.05500337854027748, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500337854027748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10519256442785263, + 0.0732007846236229, + 0.09472417831420898, + 0.05812332406640053, + 0.0704074427485466, + 0.20439474284648895, + 0.08826743811368942, + 0.13962548971176147, + 0.07450542598962784, + 0.09155862778425217 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.05500337854027748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003204688895493746 + ], + "opposite_logprob_tokens": [ + -5.753204822540283 + ], + "logprob_reward": -0.003204688895493746, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003204688895493746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10036088526248932, + 0.09053370356559753, + 0.13539224863052368, + 0.15224716067314148, + 0.12960657477378845, + 0.12276925146579742, + 0.0925234705209732, + 0.04266408085823059, + 0.08546299487352371, + 0.04843958094716072 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.003204688895493746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301584646105766 + ], + "opposite_logprob_tokens": [ + -3.773301601409912 + ], + "logprob_reward": -0.023301584646105766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301584646105766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17297446727752686, + 0.12802892923355103, + 0.15044143795967102, + 0.06991254538297653, + 0.07274018973112106, + 0.19883176684379578, + 0.057696107774972916, + 0.021930797025561333, + 0.09314762055873871, + 0.03429610654711723 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.023301584646105766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an extremely low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video use time-lapse photography to show the bamboo shoot growing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a tender emerald green bamboo shoot visible with purple-brown markings and dense hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo shoot pierce the earth, scattering moist soil in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt upward as the shoot grows and its skin peels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289820179343224 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289820179343224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289820179343224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891966313123703, + 0.07627400755882263, + 0.07745096832513809, + 0.05948803573846817, + 0.11587362736463547, + 0.175642192363739, + 0.09312468022108078, + 0.09237921237945557, + 0.07825393229722977, + 0.04231670871376991 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.023289820179343224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_tensor([5301, 5301])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_tensor([5301, 5301])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..64c0073557bb7b3896737f7888aee1065ef967ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_tensor([5301, 5301])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, static close-up intimately captures a sleeping figure, hunched over a worn, dark wooden table. The subject, a young woman, has dark brown hair tied in a messy bun, with stray strands escaping and brushing her cheeks. Her head rests on her crossed forearms, her posture conveying utter exhaustion. She wears a simple, oversized gray cotton sweatshirt. The table's surface, scarred by age, is cluttered with open textbooks, scattered papers covered with thick notes, and a cold, forgotten ceramic mug. The scene is illuminated by a single, concentrated light source: a gooseneck desk lamp casting a pool of warm golden light, highlighting the rich textures of the wood and paper, while the rest of the room fades into deep, silent shadows. The only movement is the slow, steady, gentle rise and fall of her shoulders with each deep, exhausted breath, creating an atmosphere of profoundly serene, intimate, and peaceful surrender after a long struggle with her work.", + "seed": 18454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_5301_seed_18454_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03282320164144039, + "vlm_logprob": -0.03282320164144039, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03282320164144039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09261775761842728 + ], + "opposite_logprob_tokens": [ + -2.5926177501678467 + ], + "logprob_reward": -0.09261775761842728, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09261775761842728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29141420125961304, + 0.07293354719877243, + 0.04621001332998276, + 0.03117111511528492, + 0.18955114483833313, + 0.07402689754962921, + 0.05068596452474594, + 0.049438752233982086, + 0.060365941375494, + 0.13420245051383972 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.09261775761842728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600875839591026 + ], + "opposite_logprob_tokens": [ + -3.8956007957458496 + ], + "logprob_reward": -0.020600875839591026, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600875839591026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17759108543395996, + 0.11002656072378159, + 0.08039657026529312, + 0.04595930874347687, + 0.14614515006542206, + 0.15800783038139343, + 0.03542253002524376, + 0.05344809964299202, + 0.03104918636381626, + 0.1619536578655243 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.020600875839591026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19661454856395721, + 0.23783813416957855, + 0.09719838947057724, + 0.0456923246383667, + 0.06771089136600494, + 0.12761737406253815, + 0.023663753643631935, + 0.04733605682849884, + 0.01955476403236389, + 0.1367737203836441 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645863547921181 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645863547921181, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645863547921181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19778256118297577, + 0.06987820565700531, + 0.06184423342347145, + 0.0530569814145565, + 0.15968768298625946, + 0.1850532740354538, + 0.0748441144824028, + 0.04946126416325569, + 0.060812290757894516, + 0.0875793844461441 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004645863547921181 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701442182064056 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701442182064056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701442182064056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08768928796052933, + 0.06830542534589767, + 0.0403183288872242, + 0.03177259489893913, + 0.10222146660089493, + 0.28558292984962463, + 0.04026445373892784, + 0.05867474153637886, + 0.07160485535860062, + 0.213565856218338 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.033701442182064056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static close-up intimately captures a sleeping figure, hunched over a worn, dark wooden table. The subject, a young woman, has dark brown hair tied in a messy bun, with stray strands escaping and brushing her cheeks. Her head rests on her crossed forearms, her posture conveying utter exhaustion. She wears a simple, oversized gray cotton sweatshirt. The table's surface, scarred by age, is cluttered with open textbooks, scattered papers covered with thick notes, and a cold, forgotten ceramic mug. The scene is illuminated by a single, concentrated light source: a gooseneck desk lamp casting a pool of warm golden light, highlighting the rich textures of the wood and paper, while the rest of the room fades into deep, silent shadows. The only movement is the slow, steady, gentle rise and fall of her shoulders with each deep, exhausted breath, creating an atmosphere of profoundly serene, intimate, and peaceful surrender after a long struggle with her work.", + "seed": 18455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_5301_seed_18455_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0507422253023833, + "vlm_logprob": -0.0507422253023833, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.0507422253023833, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1462097018957138 + ], + "opposite_logprob_tokens": [ + -2.146209716796875 + ], + "logprob_reward": -0.1462097018957138, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1462097018957138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1801433116197586, + 0.07902610301971436, + 0.14353132247924805, + 0.2427680492401123, + 0.03201757371425629, + 0.04434669017791748, + 0.0859888419508934, + 0.10756654292345047, + 0.05593731626868248, + 0.028674285858869553 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.1462097018957138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487031489610672 + ], + "opposite_logprob_tokens": [ + -3.048703193664551 + ], + "logprob_reward": -0.0487031489610672, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487031489610672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.383657306432724, + 0.13316482305526733, + 0.04926220700144768, + 0.041114211082458496, + 0.037136998027563095, + 0.06724114716053009, + 0.04574119672179222, + 0.1299295574426651, + 0.024122394621372223, + 0.08863017708063126 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0487031489610672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811749815940857 + ], + "opposite_logprob_tokens": [ + -3.2881174087524414 + ], + "logprob_reward": -0.03811749815940857, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811749815940857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15439176559448242, + 0.12372659891843796, + 0.04285978898406029, + 0.03691685572266579, + 0.034253913909196854, + 0.05544641986489296, + 0.07755066454410553, + 0.14665289223194122, + 0.03530402481555939, + 0.2928970158100128 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03811749815940857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024925374891608953 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024925374891608953, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024925374891608953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23929740488529205, + 0.1141568124294281, + 0.04775278642773628, + 0.060776300728321075, + 0.04146235063672066, + 0.26362332701683044, + 0.055076852440834045, + 0.07381074875593185, + 0.03960198163986206, + 0.06444144248962402 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0024925374891608953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188240006566048 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188240006566048, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188240006566048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2984982132911682, + 0.0579049326479435, + 0.03307966887950897, + 0.05422038584947586, + 0.04981705918908119, + 0.06232910230755806, + 0.1660606414079666, + 0.10618840903043747, + 0.1028384268283844, + 0.06906317919492722 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.018188240006566048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static close-up intimately captures a sleeping figure, hunched over a worn, dark wooden table. The subject, a young woman, has dark brown hair tied in a messy bun, with stray strands escaping and brushing her cheeks. Her head rests on her crossed forearms, her posture conveying utter exhaustion. She wears a simple, oversized gray cotton sweatshirt. The table's surface, scarred by age, is cluttered with open textbooks, scattered papers covered with thick notes, and a cold, forgotten ceramic mug. The scene is illuminated by a single, concentrated light source: a gooseneck desk lamp casting a pool of warm golden light, highlighting the rich textures of the wood and paper, while the rest of the room fades into deep, silent shadows. The only movement is the slow, steady, gentle rise and fall of her shoulders with each deep, exhausted breath, creating an atmosphere of profoundly serene, intimate, and peaceful surrender after a long struggle with her work.", + "seed": 18456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_5301_seed_18456_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049097999557852746, + "vlm_logprob": -0.049097999557852746, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.049097999557852746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07579457759857178 + ], + "opposite_logprob_tokens": [ + -2.8257946968078613 + ], + "logprob_reward": -0.07579457759857178, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07579457759857178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32083746790885925, + 0.05785110965371132, + 0.03441460430622101, + 0.05463968217372894, + 0.06196083500981331, + 0.05543236806988716, + 0.1634080857038498, + 0.12594074010849, + 0.03489741310477257, + 0.09061769396066666 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.07579457759857178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208088621497154 + ], + "opposite_logprob_tokens": [ + -2.8120808601379395 + ], + "logprob_reward": -0.06208088621497154, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208088621497154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20855849981307983, + 0.04001479223370552, + 0.030343757942318916, + 0.030018223449587822, + 0.03100014477968216, + 0.03969964012503624, + 0.17294099926948547, + 0.3113275468349457, + 0.05204563960433006, + 0.0840507373213768 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.06208088621497154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899484038352966 + ], + "opposite_logprob_tokens": [ + -2.5789947509765625 + ], + "logprob_reward": -0.07899484038352966, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899484038352966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21832159161567688, + 0.05313250422477722, + 0.033503010869026184, + 0.04858773201704025, + 0.05487761273980141, + 0.06985556334257126, + 0.19170205295085907, + 0.20907363295555115, + 0.06310654431581497, + 0.057839713990688324 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.07899484038352966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30251654982566833, + 0.11637793481349945, + 0.05486174672842026, + 0.06111676245927811, + 0.024185072630643845, + 0.03839802369475365, + 0.09588629007339478, + 0.20900548994541168, + 0.05394097417593002, + 0.04371115192770958 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540886178612709 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540886178612709, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540886178612709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2065245360136032, + 0.04755464941263199, + 0.03329746425151825, + 0.033377498388290405, + 0.04236451908946037, + 0.06064164265990257, + 0.07723528146743774, + 0.23409640789031982, + 0.1433817595243454, + 0.12152621895074844 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.012540886178612709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static close-up intimately captures a sleeping figure, hunched over a worn, dark wooden table. The subject, a young woman, has dark brown hair tied in a messy bun, with stray strands escaping and brushing her cheeks. Her head rests on her crossed forearms, her posture conveying utter exhaustion. She wears a simple, oversized gray cotton sweatshirt. The table's surface, scarred by age, is cluttered with open textbooks, scattered papers covered with thick notes, and a cold, forgotten ceramic mug. The scene is illuminated by a single, concentrated light source: a gooseneck desk lamp casting a pool of warm golden light, highlighting the rich textures of the wood and paper, while the rest of the room fades into deep, silent shadows. The only movement is the slow, steady, gentle rise and fall of her shoulders with each deep, exhausted breath, creating an atmosphere of profoundly serene, intimate, and peaceful surrender after a long struggle with her work.", + "seed": 18457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_14/index_5301_seed_18457_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04942835960537195, + "vlm_logprob": -0.04942835960537195, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04942835960537195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11727173626422882 + ], + "opposite_logprob_tokens": [ + -2.492271661758423 + ], + "logprob_reward": -0.11727173626422882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.11727173626422882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4307756721973419, + 0.0549054890871048, + 0.051330212503671646, + 0.039636533707380295, + 0.04441038891673088, + 0.05060601979494095, + 0.04862808436155319, + 0.05745035037398338, + 0.18394282460212708, + 0.038314398378133774 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.11727173626422882 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209679692983627 + ], + "opposite_logprob_tokens": [ + -2.8120968341827393 + ], + "logprob_reward": -0.06209679692983627, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209679692983627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.507129430770874, + 0.08127772063016891, + 0.04710974171757698, + 0.03250667080283165, + 0.026731908321380615, + 0.02512776106595993, + 0.06601661443710327, + 0.047763653099536896, + 0.11308928579092026, + 0.053247205913066864 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.06209679692983627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079156428575516 + ], + "opposite_logprob_tokens": [ + -3.168079137802124 + ], + "logprob_reward": -0.043079156428575516, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079156428575516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5488683581352234, + 0.10824410617351532, + 0.07592256367206573, + 0.04735548794269562, + 0.034784797579050064, + 0.026927029713988304, + 0.030217759311199188, + 0.03290926292538643, + 0.03799566999077797, + 0.05677499622106552 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.043079156428575516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004106779582798481 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004106779582798481, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004106779582798481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4373141825199127, + 0.13807347416877747, + 0.09417358785867691, + 0.11035802215337753, + 0.06158643215894699, + 0.037717435508966446, + 0.035140857100486755, + 0.017700904980301857, + 0.02881106548011303, + 0.039124008268117905 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004106779582798481 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle in a static close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with dark brown hair tied in a messy bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a simple, oversized gray cotton sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single gooseneck desk lamp casting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the only visible movement the slow, steady rise and fall of the woman's shoulders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36977142095565796, + 0.09396800398826599, + 0.06300809979438782, + 0.06042269617319107, + 0.06344349682331085, + 0.05717071145772934, + 0.06022724136710167, + 0.0657089576125145, + 0.07611706107854843, + 0.0901622548699379 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02058732882142067 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_tensor([2651, 2651])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_tensor([2651, 2651])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..25b6748b44ec75616c44de6adddb6d6142f37fb1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_tensor([2651, 2651])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot captures the roots of a massive, ancient oak tree, its gnarled, moss-covered bark thick and centuries-old, amidst a mist-shrouded, ancient forest. With a deafening crack, a massive fissure appears in the trunk, revealing the pale log within, its wood fibers ripping apart. The entire massive structure begins to tilt, beginning a slow, inexorable tilt, and as it begins to fall, the camera pans out steadily and steadily. Branches as thick as those of other trees groan and snap, sending a chaotic shower of dark green leaves and smaller twigs crashing to the damp forest floor. The camera continues to pull away, expanding the frame to reveal the sheer scale of the devastation, as the massive oak collapses to the ground with a resounding, earth-shattering thud. The drama ends with a breathtaking wide shot, revealing the vast, sun-drenched void left in the dense forest canopy, a grim, bright wound in the sky where the tree once stood, creating a powerful and somber atmosphere of sudden, dramatic change.", + "seed": 8497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_2651_seed_8497_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1135402113199234, + "vlm_logprob": -0.1135402113199234, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.1135402113199234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22689475119113922 + ], + "opposite_logprob_tokens": [ + -1.601894736289978 + ], + "logprob_reward": -0.22689475119113922, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22689475119113922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2681691646575928, + 0.07037094980478287, + 0.0506189689040184, + 0.033576689660549164, + 0.17585636675357819, + 0.030932962894439697, + 0.062255553901195526, + 0.09698320180177689, + 0.04546990990638733, + 0.16576622426509857 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.22689475119113922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374212980270386 + ], + "opposite_logprob_tokens": [ + -3.4087421894073486 + ], + "logprob_reward": -0.03374212980270386, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374212980270386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15545620024204254, + 0.10261549055576324, + 0.15153232216835022, + 0.0469941720366478, + 0.1350526660680771, + 0.05272930487990379, + 0.04955369234085083, + 0.08991989493370056, + 0.046449847519397736, + 0.16969634592533112 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.03374212980270386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799100637435913 + ], + "opposite_logprob_tokens": [ + -1.8049100637435913 + ], + "logprob_reward": -0.1799100637435913, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799100637435913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10709397494792938, + 0.05856245011091232, + 0.06857208907604218, + 0.06398658454418182, + 0.10782749205827713, + 0.12249690294265747, + 0.21439245343208313, + 0.05401210859417915, + 0.032261889427900314, + 0.17079398036003113 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.1799100637435913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890565812587738 + ], + "opposite_logprob_tokens": [ + -2.4640564918518066 + ], + "logprob_reward": -0.0890565812587738, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890565812587738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09570556879043579, + 0.05308042839169502, + 0.034413885325193405, + 0.035687826573848724, + 0.06847218424081802, + 0.091560497879982, + 0.2093498259782791, + 0.3206700384616852, + 0.06737808883190155, + 0.023681653663516045 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0890565812587738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097530603408813 + ], + "opposite_logprob_tokens": [ + -3.288097620010376 + ], + "logprob_reward": -0.038097530603408813, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097530603408813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05156625807285309, + 0.07847855985164642, + 0.06507235765457153, + 0.04417821764945984, + 0.05308070778846741, + 0.05067170783877373, + 0.11940177530050278, + 0.4381465017795563, + 0.04483973607420921, + 0.054564155638217926 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.038097530603408813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the roots of a massive, ancient oak tree, its gnarled, moss-covered bark thick and centuries-old, amidst a mist-shrouded, ancient forest. With a deafening crack, a massive fissure appears in the trunk, revealing the pale log within, its wood fibers ripping apart. The entire massive structure begins to tilt, beginning a slow, inexorable tilt, and as it begins to fall, the camera pans out steadily and steadily. Branches as thick as those of other trees groan and snap, sending a chaotic shower of dark green leaves and smaller twigs crashing to the damp forest floor. The camera continues to pull away, expanding the frame to reveal the sheer scale of the devastation, as the massive oak collapses to the ground with a resounding, earth-shattering thud. The drama ends with a breathtaking wide shot, revealing the vast, sun-drenched void left in the dense forest canopy, a grim, bright wound in the sky where the tree once stood, creating a powerful and somber atmosphere of sudden, dramatic change.", + "seed": 8498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_2651_seed_8498_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04887322708964348, + "vlm_logprob": -0.04887322708964348, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.04887322708964348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.101759172976017 + ], + "opposite_logprob_tokens": [ + -2.351759195327759 + ], + "logprob_reward": -0.101759172976017, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.101759172976017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5967363715171814, + 0.06371139734983444, + 0.0653776004910469, + 0.10866168141365051, + 0.04576350376009941, + 0.03225317969918251, + 0.028453847393393517, + 0.012773902155458927, + 0.026737725362181664, + 0.01953081414103508 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.101759172976017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638857439160347 + ], + "opposite_logprob_tokens": [ + -3.651388645172119 + ], + "logprob_reward": -0.02638857439160347, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638857439160347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3324747085571289, + 0.1476869136095047, + 0.08067985624074936, + 0.11393751949071884, + 0.0513070784509182, + 0.04967835173010826, + 0.07453387975692749, + 0.025863323360681534, + 0.045416008681058884, + 0.07842227816581726 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02638857439160347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496862530708313 + ], + "opposite_logprob_tokens": [ + -2.9299685955047607 + ], + "logprob_reward": -0.05496862530708313, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496862530708313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22249755263328552, + 0.0536796897649765, + 0.05088305100798607, + 0.15595774352550507, + 0.12631624937057495, + 0.05288158729672432, + 0.11129564046859741, + 0.04822741076350212, + 0.08197619020938873, + 0.09628496319055557 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.05496862530708313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24447019398212433, + 0.07008203864097595, + 0.060011811554431915, + 0.12466225773096085, + 0.17123499512672424, + 0.09586426615715027, + 0.05435476079583168, + 0.03913124278187752, + 0.08678728342056274, + 0.05340113118290901 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305426403880119 + ], + "opposite_logprob_tokens": [ + -3.1680543422698975 + ], + "logprob_reward": -0.04305426403880119, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305426403880119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39390844106674194, + 0.031528327614068985, + 0.07240571081638336, + 0.028853004798293114, + 0.10158311575651169, + 0.150353342294693, + 0.0877949595451355, + 0.03505798056721687, + 0.062200337648391724, + 0.036314718425273895 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04305426403880119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the roots of a massive, ancient oak tree, its gnarled, moss-covered bark thick and centuries-old, amidst a mist-shrouded, ancient forest. With a deafening crack, a massive fissure appears in the trunk, revealing the pale log within, its wood fibers ripping apart. The entire massive structure begins to tilt, beginning a slow, inexorable tilt, and as it begins to fall, the camera pans out steadily and steadily. Branches as thick as those of other trees groan and snap, sending a chaotic shower of dark green leaves and smaller twigs crashing to the damp forest floor. The camera continues to pull away, expanding the frame to reveal the sheer scale of the devastation, as the massive oak collapses to the ground with a resounding, earth-shattering thud. The drama ends with a breathtaking wide shot, revealing the vast, sun-drenched void left in the dense forest canopy, a grim, bright wound in the sky where the tree once stood, creating a powerful and somber atmosphere of sudden, dramatic change.", + "seed": 8499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_2651_seed_8499_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02873565424233675, + "vlm_logprob": -0.02873565424233675, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.02873565424233675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019382717087864876 + ], + "opposite_logprob_tokens": [ + -4.019382953643799 + ], + "logprob_reward": -0.019382717087864876, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019382717087864876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1545259654521942, + 0.028812970966100693, + 0.057276058942079544, + 0.10920726507902145, + 0.33328694105148315, + 0.06793656200170517, + 0.06606598943471909, + 0.09936754405498505, + 0.040836941450834274, + 0.042683858424425125 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.019382717087864876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01423149835318327 + ], + "opposite_logprob_tokens": [ + -4.2642316818237305 + ], + "logprob_reward": -0.01423149835318327, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01423149835318327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08731936663389206, + 0.03286166489124298, + 0.10024058818817139, + 0.04933423176407814, + 0.32702139019966125, + 0.08574359118938446, + 0.09961644560098648, + 0.12081058323383331, + 0.04845239967107773, + 0.04859978333115578 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.01423149835318327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867146909236908 + ], + "opposite_logprob_tokens": [ + -3.0486714839935303 + ], + "logprob_reward": -0.04867146909236908, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867146909236908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054567694664001465, + 0.04438532143831253, + 0.06680389493703842, + 0.08261103928089142, + 0.128266379237175, + 0.12887898087501526, + 0.2671852111816406, + 0.08263425529003143, + 0.08577844500541687, + 0.05888878554105759 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.04867146909236908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381057932972908 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.0381057932972908, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381057932972908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05492977425456047, + 0.04073730483651161, + 0.04459001123905182, + 0.09670029580593109, + 0.17551755905151367, + 0.1420520842075348, + 0.14940640330314636, + 0.1592709869146347, + 0.08431655168533325, + 0.052479103207588196 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.0381057932972908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286793380975723 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286793380975723, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286793380975723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021170010790228844, + 0.021303312852978706, + 0.029740748926997185, + 0.05267501622438431, + 0.10432947427034378, + 0.0632244125008583, + 0.10787078738212585, + 0.42601925134658813, + 0.07192399352788925, + 0.1017429456114769 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.023286793380975723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot captures the roots of a massive, ancient oak tree, its gnarled, moss-covered bark thick and centuries-old, amidst a mist-shrouded, ancient forest. With a deafening crack, a massive fissure appears in the trunk, revealing the pale log within, its wood fibers ripping apart. The entire massive structure begins to tilt, beginning a slow, inexorable tilt, and as it begins to fall, the camera pans out steadily and steadily. Branches as thick as those of other trees groan and snap, sending a chaotic shower of dark green leaves and smaller twigs crashing to the damp forest floor. The camera continues to pull away, expanding the frame to reveal the sheer scale of the devastation, as the massive oak collapses to the ground with a resounding, earth-shattering thud. The drama ends with a breathtaking wide shot, revealing the vast, sun-drenched void left in the dense forest canopy, a grim, bright wound in the sky where the tree once stood, creating a powerful and somber atmosphere of sudden, dramatic change.", + "seed": 8500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_15/index_2651_seed_8500_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11615255977958441, + "vlm_logprob": -0.11615255977958441, + "vlm_yes_no_margin": 2.499999976158142, + "vlm_token_credit": -0.11615255977958441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25358501076698303 + ], + "opposite_logprob_tokens": [ + -1.5035849809646606 + ], + "logprob_reward": -0.25358501076698303, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25358501076698303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39894434809684753, + 0.12003526091575623, + 0.21460801362991333, + 0.06260794401168823, + 0.03988067805767059, + 0.02091730758547783, + 0.020838459953665733, + 0.04307688772678375, + 0.05042453482747078, + 0.02866651862859726 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.25358501076698303 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014232556335628033 + ], + "opposite_logprob_tokens": [ + -4.264232635498047 + ], + "logprob_reward": -0.014232556335628033, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014232556335628033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1301548331975937, + 0.2587733566761017, + 0.103611521422863, + 0.13242986798286438, + 0.05757049843668938, + 0.11678279936313629, + 0.042839452624320984, + 0.08121766149997711, + 0.0348651185631752, + 0.041754938662052155 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.014232556335628033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707261741161346 + ], + "opposite_logprob_tokens": [ + -2.12707257270813 + ], + "logprob_reward": -0.12707261741161346, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707261741161346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20431986451148987, + 0.10096374899148941, + 0.06018717214465141, + 0.0747385323047638, + 0.10519178956747055, + 0.076799675822258, + 0.06066884472966194, + 0.13356773555278778, + 0.05032861605286598, + 0.13323406875133514 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.12707261741161346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428116112947464 + ], + "opposite_logprob_tokens": [ + -2.0178115367889404 + ], + "logprob_reward": -0.1428116112947464, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428116112947464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25342634320259094, + 0.03874765336513519, + 0.21477307379245758, + 0.09324206411838531, + 0.07716681063175201, + 0.09441553801298141, + 0.07496611028909683, + 0.04208831861615181, + 0.03907022252678871, + 0.07210394740104675 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.1428116112947464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient oak tree with gnarled, moss-covered bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive fissure appear in the tree trunk revealing pale wood fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree begin to tilt and fall while branches snap and leaves crash to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle medium shot and then pan out steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a wide shot showing the sun-drenched void in the forest canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306100308895111 + ], + "opposite_logprob_tokens": [ + -3.1680610179901123 + ], + "logprob_reward": -0.04306100308895111, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306100308895111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5044576525688171, + 0.04015866294503212, + 0.06632483750581741, + 0.06673933565616608, + 0.04424178972840309, + 0.12683333456516266, + 0.024091536179184914, + 0.027363821864128113, + 0.03982885181903839, + 0.05996010825037956 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.04306100308895111 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_tensor([2605, 2605])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_tensor([2605, 2605])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d2b86da3201caee788917c7017aa9d35c0ce169 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_tensor([2605, 2605])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, beginning from a slight overhead angle, the camera slowly and steadily moves forward, focusing on a slender finger clad in a smooth black silk glove. Under a precise, soft, warm spotlight cast from above and sideways, the silk reflects a subtle, fluid sheen, casting a deep, dramatic shadow around it. The hand hovers over a delicate watch, resting on a blurred, defocused cushion of dark velvet. The watch itself features a polished steel case and a curved sapphire crystal, revealing a deep midnight blue dial. Silver hands and hour markers gleam with a cool metallic sheen in the light. As the camera approaches, the gloved index finger, cautiously and almost reverently, descends, its tip finally touching the cool, smooth surface of the watch glass, gently and almost without pressure, its movement steady and deliberate. At the moment of contact, the fingertips stayed on the mirror for a moment, as if feeling its perfect texture. The whole picture was full of concentration, luxury and a mysterious sense of ritual, creating an atmosphere of extreme tranquility and suspense.", + "seed": 10100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_2605_seed_10100_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038033657148480414, + "vlm_logprob": -0.038033657148480414, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.038033657148480414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08045288920402527 + ], + "opposite_logprob_tokens": [ + -2.5804529190063477 + ], + "logprob_reward": -0.08045288920402527, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08045288920402527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3239535391330719, + 0.09565093368291855, + 0.09495940804481506, + 0.1323717087507248, + 0.06391455978155136, + 0.08108735829591751, + 0.025227101519703865, + 0.053670480847358704, + 0.031164372339844704, + 0.09800057113170624 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.08045288920402527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337296798825264 + ], + "opposite_logprob_tokens": [ + -3.4087297916412354 + ], + "logprob_reward": -0.0337296798825264, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337296798825264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659620851278305, + 0.11261306703090668, + 0.0935693085193634, + 0.08763186633586884, + 0.07376568764448166, + 0.043474651873111725, + 0.018950045108795166, + 0.2183285355567932, + 0.13520316779613495, + 0.05050165206193924 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0337296798825264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1703440248966217, + 0.07671821862459183, + 0.06970782577991486, + 0.2677319347858429, + 0.04090861231088638, + 0.025281721726059914, + 0.021067334339022636, + 0.10779739916324615, + 0.1490207463502884, + 0.07142225652933121 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.023297159001231194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049241457134485245, + 0.043909952044487, + 0.024368971586227417, + 0.09606227278709412, + 0.06112951785326004, + 0.1874646246433258, + 0.0252898707985878, + 0.029350079596042633, + 0.2635006010532379, + 0.2196826934814453 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.026344336569309235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17953194677829742, + 0.07340820133686066, + 0.051392074674367905, + 0.09913243353366852, + 0.028884707018733025, + 0.08200205862522125, + 0.04658505693078041, + 0.03485489636659622, + 0.21064843237400055, + 0.19356019794940948 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026344221085309982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, beginning from a slight overhead angle, the camera slowly and steadily moves forward, focusing on a slender finger clad in a smooth black silk glove. Under a precise, soft, warm spotlight cast from above and sideways, the silk reflects a subtle, fluid sheen, casting a deep, dramatic shadow around it. The hand hovers over a delicate watch, resting on a blurred, defocused cushion of dark velvet. The watch itself features a polished steel case and a curved sapphire crystal, revealing a deep midnight blue dial. Silver hands and hour markers gleam with a cool metallic sheen in the light. As the camera approaches, the gloved index finger, cautiously and almost reverently, descends, its tip finally touching the cool, smooth surface of the watch glass, gently and almost without pressure, its movement steady and deliberate. At the moment of contact, the fingertips stayed on the mirror for a moment, as if feeling its perfect texture. The whole picture was full of concentration, luxury and a mysterious sense of ritual, creating an atmosphere of extreme tranquility and suspense.", + "seed": 10101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_2605_seed_10101_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030985475331544877, + "vlm_logprob": -0.030985475331544877, + "vlm_yes_no_margin": 3.674999952316284, + "vlm_token_credit": -0.030985475331544877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06454092264175415 + ], + "opposite_logprob_tokens": [ + -2.8145408630371094 + ], + "logprob_reward": -0.06454092264175415, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06454092264175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24362042546272278, + 0.10915429145097733, + 0.20690499246120453, + 0.013842834159731865, + 0.20937283337116241, + 0.05444176122546196, + 0.014278791844844818, + 0.025405047461390495, + 0.10084475576877594, + 0.022134341299533844 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.06454092264175415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029843216761946678 + ], + "opposite_logprob_tokens": [ + -3.529843330383301 + ], + "logprob_reward": -0.029843216761946678, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029843216761946678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0523097887635231, + 0.05936853215098381, + 0.24549640715122223, + 0.04258915036916733, + 0.2995263636112213, + 0.032526299357414246, + 0.06554645299911499, + 0.06089552491903305, + 0.03167259320616722, + 0.1100689098238945 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.029843216761946678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820252276957035 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.01820252276957035, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820252276957035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11736177653074265, + 0.05552700534462929, + 0.1324205845594406, + 0.016137510538101196, + 0.4807160496711731, + 0.04807325452566147, + 0.03466310352087021, + 0.027829058468341827, + 0.04376654326915741, + 0.043505094945430756 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.01820252276957035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699482679367065 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.033699482679367065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699482679367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1117732971906662, + 0.07966521382331848, + 0.23195064067840576, + 0.04545624554157257, + 0.1795860081911087, + 0.03483543545007706, + 0.038758859038352966, + 0.13341332972049713, + 0.11659394204616547, + 0.027967045083642006 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.033699482679367065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641231805086136 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641231805086136, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641231805086136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07711053639650345, + 0.061231162399053574, + 0.5670451521873474, + 0.022633004933595657, + 0.05625220015645027, + 0.033028170466423035, + 0.03677847236394882, + 0.014273318462073803, + 0.1042410209774971, + 0.027406977489590645 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.008641231805086136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, beginning from a slight overhead angle, the camera slowly and steadily moves forward, focusing on a slender finger clad in a smooth black silk glove. Under a precise, soft, warm spotlight cast from above and sideways, the silk reflects a subtle, fluid sheen, casting a deep, dramatic shadow around it. The hand hovers over a delicate watch, resting on a blurred, defocused cushion of dark velvet. The watch itself features a polished steel case and a curved sapphire crystal, revealing a deep midnight blue dial. Silver hands and hour markers gleam with a cool metallic sheen in the light. As the camera approaches, the gloved index finger, cautiously and almost reverently, descends, its tip finally touching the cool, smooth surface of the watch glass, gently and almost without pressure, its movement steady and deliberate. At the moment of contact, the fingertips stayed on the mirror for a moment, as if feeling its perfect texture. The whole picture was full of concentration, luxury and a mysterious sense of ritual, creating an atmosphere of extreme tranquility and suspense.", + "seed": 10102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_2605_seed_10102_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023201396502554417, + "vlm_logprob": -0.023201396502554417, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.023201396502554417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04004024714231491 + ], + "opposite_logprob_tokens": [ + -3.2900402545928955 + ], + "logprob_reward": -0.04004024714231491, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04004024714231491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.127222940325737, + 0.08878527581691742, + 0.04305189102888107, + 0.03792889788746834, + 0.23545174300670624, + 0.02617059461772442, + 0.046189140528440475, + 0.04107724875211716, + 0.06465692818164825, + 0.2894653379917145 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04004024714231491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609866827726364 + ], + "opposite_logprob_tokens": [ + -3.8956098556518555 + ], + "logprob_reward": -0.020609866827726364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609866827726364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31507766246795654, + 0.08104658126831055, + 0.1054602637887001, + 0.055711932480335236, + 0.04417870566248894, + 0.04540571942925453, + 0.12369556725025177, + 0.09451722353696823, + 0.03321439027786255, + 0.10169193148612976 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.020609866827726364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586278289556503 + ], + "opposite_logprob_tokens": [ + -3.8955862522125244 + ], + "logprob_reward": -0.020586278289556503, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586278289556503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19045349955558777, + 0.06204092502593994, + 0.06086248159408569, + 0.07132671028375626, + 0.05527939647436142, + 0.042834240943193436, + 0.14532463252544403, + 0.08147379755973816, + 0.08670011907815933, + 0.20370422303676605 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.020586278289556503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12274186313152313, + 0.3360363841056824, + 0.10569952428340912, + 0.062152743339538574, + 0.09570376574993134, + 0.023465551435947418, + 0.07941298931837082, + 0.06883638352155685, + 0.03157814219594002, + 0.07437261193990707 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02057681791484356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1565731018781662, + 0.11646494269371033, + 0.11049681901931763, + 0.0872826799750328, + 0.18577970564365387, + 0.02725292555987835, + 0.06657520681619644, + 0.057741302996873856, + 0.0385015606880188, + 0.15333181619644165 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.014193772338330746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, beginning from a slight overhead angle, the camera slowly and steadily moves forward, focusing on a slender finger clad in a smooth black silk glove. Under a precise, soft, warm spotlight cast from above and sideways, the silk reflects a subtle, fluid sheen, casting a deep, dramatic shadow around it. The hand hovers over a delicate watch, resting on a blurred, defocused cushion of dark velvet. The watch itself features a polished steel case and a curved sapphire crystal, revealing a deep midnight blue dial. Silver hands and hour markers gleam with a cool metallic sheen in the light. As the camera approaches, the gloved index finger, cautiously and almost reverently, descends, its tip finally touching the cool, smooth surface of the watch glass, gently and almost without pressure, its movement steady and deliberate. At the moment of contact, the fingertips stayed on the mirror for a moment, as if feeling its perfect texture. The whole picture was full of concentration, luxury and a mysterious sense of ritual, creating an atmosphere of extreme tranquility and suspense.", + "seed": 10103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_2/index_2605_seed_10103_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.034780189581215384, + "vlm_logprob": -0.034780189581215384, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.034780189581215384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08112527430057526 + ], + "opposite_logprob_tokens": [ + -2.581125259399414 + ], + "logprob_reward": -0.08112527430057526, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08112527430057526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12249424308538437, + 0.07228319346904755, + 0.049625005573034286, + 0.10459721088409424, + 0.08030423521995544, + 0.41115787625312805, + 0.050620563328266144, + 0.020233431831002235, + 0.02973882295191288, + 0.05894547328352928 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.08112527430057526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029835348948836327 + ], + "opposite_logprob_tokens": [ + -3.5298354625701904 + ], + "logprob_reward": -0.029835348948836327, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029835348948836327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11296440660953522, + 0.09581069648265839, + 0.019128726795315742, + 0.019293665885925293, + 0.129215270280838, + 0.5115863084793091, + 0.03733748570084572, + 0.03597027063369751, + 0.021379556506872177, + 0.017313631251454353 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.029835348948836327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606830716133118 + ], + "opposite_logprob_tokens": [ + -3.895606756210327 + ], + "logprob_reward": -0.020606830716133118, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606830716133118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27401596307754517, + 0.16396458446979523, + 0.09724296629428864, + 0.04740510508418083, + 0.08821241557598114, + 0.16394589841365814, + 0.03869754821062088, + 0.01674840971827507, + 0.02254379913210869, + 0.08722328394651413 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.020606830716133118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795197769999504 + ], + "opposite_logprob_tokens": [ + -3.5297951698303223 + ], + "logprob_reward": -0.029795197769999504, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795197769999504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0733104720711708, + 0.08812589943408966, + 0.035208217799663544, + 0.059803497046232224, + 0.04151459410786629, + 0.5103516578674316, + 0.1106521263718605, + 0.019707854837179184, + 0.020473500713706017, + 0.0408521369099617 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.029795197769999504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender finger wearing a smooth black silk glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a precise, soft, warm spotlight coming from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch feature a polished steel case, a curved sapphire crystal, and a deep midnight blue dial?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slight overhead angle and move forward steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gloved finger descend to touch the watch glass gently and deliberately?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0752323716878891, + 0.04039941728115082, + 0.04108963534235954, + 0.11625615507364273, + 0.05066980421543121, + 0.44331860542297363, + 0.08767305314540863, + 0.027121588587760925, + 0.07504843920469284, + 0.043190985918045044 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.012538296170532703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_tensor([5751, 5751])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_tensor([5751, 5751])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f6888affe4c1f2b2da4c6c3ac03c1d920e6cae14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_tensor([5751, 5751])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion close-up, the camera moving in an extremely slow arc from a level angle, captures the exquisite moment of peach blossoms falling like a pink drizzle. Amidst the dappled, hazy light cast by the afternoon sun filtering through the lush blossoms, Diao Chan, clad in magnificent ancient costume, becomes the absolute focal point. Her cascading jet-black hair is meticulously tied into an intricate and elegant bun, adorned with a few golden hairpins and pearl hairpins that tremble with each movement, framing her oval-shaped face, a face as white as snow. She is slightly sideways, as if gazing into a void. Then, as if struck by a fleeting thought, she slowly but decisively turns her gaze. As her delicate face turns towards the camera in the light and shadow, her clear, almond-shaped eyes flicker past the slightly out-of-focus petals dancing in the foreground, finally locking onto the subject. At this moment, the unspeakable melancholy and sorrow hidden deep in her eyes was accurately captured, forming a strong emotional resonance with the romantic and poignant environment around her. The whole picture is full of the poetic beauty of classical oriental, the atmosphere is tranquil and beautiful, and at the same time, because of the sadness in her eyes, it is filled with a fatalistic sadness.", + "seed": 28025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_5751_seed_28025_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17296571333426983, + "vlm_logprob": -0.17296571333426983, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.17296571333426983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26548585295677185 + ], + "opposite_logprob_tokens": [ + -1.5154858827590942 + ], + "logprob_reward": -0.26548585295677185, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26548585295677185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09538015723228455, + 0.027144964784383774, + 0.1588556170463562, + 0.10842346400022507, + 0.048608798533678055, + 0.15443317592144012, + 0.061189230531454086, + 0.16067475080490112, + 0.13803893327713013, + 0.04725094512104988 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.26548585295677185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576167643070221 + ], + "opposite_logprob_tokens": [ + -0.826167643070221 + ], + "logprob_reward": -0.576167643070221, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576167643070221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05321244150400162, + 0.04316689074039459, + 0.2012719213962555, + 0.10919912904500961, + 0.09371469914913177, + 0.2061283439397812, + 0.06273089349269867, + 0.058883458375930786, + 0.05681338161230087, + 0.1148788183927536 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.576167643070221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003638078924268484 + ], + "opposite_logprob_tokens": [ + -5.62863826751709 + ], + "logprob_reward": -0.003638078924268484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003638078924268484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08686739206314087, + 0.016209015622735023, + 0.22869202494621277, + 0.07521811127662659, + 0.06169847398996353, + 0.12761899828910828, + 0.045082323253154755, + 0.12226647138595581, + 0.07869037985801697, + 0.15765681862831116 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.003638078924268484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001347229932434857 + ], + "opposite_logprob_tokens": [ + -6.626347064971924 + ], + "logprob_reward": -0.001347229932434857, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001347229932434857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09912312775850296, + 0.0507117323577404, + 0.11779676377773285, + 0.05333048105239868, + 0.06640240550041199, + 0.057912178337574005, + 0.04239492863416672, + 0.22834332287311554, + 0.06369930505752563, + 0.22028574347496033 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.001347229932434857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2272038608789444, + 0.0215279720723629, + 0.12623818218708038, + 0.04536089301109314, + 0.32242363691329956, + 0.04624369367957115, + 0.036046963185071945, + 0.02943539060652256, + 0.022663000971078873, + 0.12285633385181427 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.01818976178765297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera moving in an extremely slow arc from a level angle, captures the exquisite moment of peach blossoms falling like a pink drizzle. Amidst the dappled, hazy light cast by the afternoon sun filtering through the lush blossoms, Diao Chan, clad in magnificent ancient costume, becomes the absolute focal point. Her cascading jet-black hair is meticulously tied into an intricate and elegant bun, adorned with a few golden hairpins and pearl hairpins that tremble with each movement, framing her oval-shaped face, a face as white as snow. She is slightly sideways, as if gazing into a void. Then, as if struck by a fleeting thought, she slowly but decisively turns her gaze. As her delicate face turns towards the camera in the light and shadow, her clear, almond-shaped eyes flicker past the slightly out-of-focus petals dancing in the foreground, finally locking onto the subject. At this moment, the unspeakable melancholy and sorrow hidden deep in her eyes was accurately captured, forming a strong emotional resonance with the romantic and poignant environment around her. The whole picture is full of the poetic beauty of classical oriental, the atmosphere is tranquil and beautiful, and at the same time, because of the sadness in her eyes, it is filled with a fatalistic sadness.", + "seed": 28026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_5751_seed_28026_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2242084539728239, + "vlm_logprob": -0.2242084539728239, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.2242084539728239, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32474687695503235 + ], + "opposite_logprob_tokens": [ + -1.32474684715271 + ], + "logprob_reward": -0.32474687695503235, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32474687695503235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14752693474292755, + 0.08553566038608551, + 0.06340046226978302, + 0.24070841073989868, + 0.1309221088886261, + 0.05282847210764885, + 0.09949220716953278, + 0.04280584678053856, + 0.12401070445775986, + 0.012769205495715141 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.32474687695503235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577997446060181 + ], + "opposite_logprob_tokens": [ + -0.6327997446060181 + ], + "logprob_reward": -0.7577997446060181, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577997446060181, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09018806368112564, + 0.09190244227647781, + 0.11712535470724106, + 0.06353068351745605, + 0.06805697083473206, + 0.047308530658483505, + 0.07144778966903687, + 0.045281559228897095, + 0.3918362855911255, + 0.01332230307161808 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.7577997446060181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624419681727886 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624419681727886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624419681727886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09740710258483887, + 0.07013650983572006, + 0.048994261771440506, + 0.012360584922134876, + 0.04836563393473625, + 0.011652258224785328, + 0.19412857294082642, + 0.040361907333135605, + 0.46190598607063293, + 0.014687123708426952 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.003624419681727886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011828100541606545 + ], + "opposite_logprob_tokens": [ + -6.751183032989502 + ], + "logprob_reward": -0.0011828100541606545, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011828100541606545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.126926451921463, + 0.10882643610239029, + 0.035317834466695786, + 0.09890113770961761, + 0.03285442665219307, + 0.02443608082830906, + 0.20789740979671478, + 0.037070389837026596, + 0.3044428825378418, + 0.02332688309252262 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0011828100541606545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688418567180634 + ], + "opposite_logprob_tokens": [ + -3.4086883068084717 + ], + "logprob_reward": -0.033688418567180634, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688418567180634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09647505730390549, + 0.11819017678499222, + 0.06842175126075745, + 0.1461598426103592, + 0.059484779834747314, + 0.04835003614425659, + 0.1734757125377655, + 0.028884395956993103, + 0.2393389642238617, + 0.02121921256184578 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.033688418567180634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera moving in an extremely slow arc from a level angle, captures the exquisite moment of peach blossoms falling like a pink drizzle. Amidst the dappled, hazy light cast by the afternoon sun filtering through the lush blossoms, Diao Chan, clad in magnificent ancient costume, becomes the absolute focal point. Her cascading jet-black hair is meticulously tied into an intricate and elegant bun, adorned with a few golden hairpins and pearl hairpins that tremble with each movement, framing her oval-shaped face, a face as white as snow. She is slightly sideways, as if gazing into a void. Then, as if struck by a fleeting thought, she slowly but decisively turns her gaze. As her delicate face turns towards the camera in the light and shadow, her clear, almond-shaped eyes flicker past the slightly out-of-focus petals dancing in the foreground, finally locking onto the subject. At this moment, the unspeakable melancholy and sorrow hidden deep in her eyes was accurately captured, forming a strong emotional resonance with the romantic and poignant environment around her. The whole picture is full of the poetic beauty of classical oriental, the atmosphere is tranquil and beautiful, and at the same time, because of the sadness in her eyes, it is filled with a fatalistic sadness.", + "seed": 28027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_5751_seed_28027_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18311960087157786, + "vlm_logprob": -0.18311960087157786, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.18311960087157786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32235220074653625 + ], + "opposite_logprob_tokens": [ + -1.3223521709442139 + ], + "logprob_reward": -0.32235220074653625, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32235220074653625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643534004688263, + 0.08887077867984772, + 0.05548188090324402, + 0.09945269674062729, + 0.07503864169120789, + 0.12228379398584366, + 0.1276712566614151, + 0.1354093700647354, + 0.1014319509267807, + 0.03000630810856819 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.32235220074653625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761488676071167 + ], + "opposite_logprob_tokens": [ + -0.8261488676071167 + ], + "logprob_reward": -0.5761488676071167, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761488676071167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11866018921136856, + 0.06971023976802826, + 0.0820118710398674, + 0.08240997791290283, + 0.03345170617103577, + 0.17253731191158295, + 0.06794637441635132, + 0.20476070046424866, + 0.11255190521478653, + 0.05595967918634415 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.5761488676071167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032035005278885365 + ], + "opposite_logprob_tokens": [ + -5.753203392028809 + ], + "logprob_reward": -0.0032035005278885365, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032035005278885365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16157019138336182, + 0.049393147230148315, + 0.03413303196430206, + 0.09537381678819656, + 0.19015957415103912, + 0.09607786685228348, + 0.13385817408561707, + 0.08078999072313309, + 0.07084952294826508, + 0.08779473602771759 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0032035005278885365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028225842397660017 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028225842397660017, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028225842397660017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09235245734453201, + 0.08893712610006332, + 0.03607097268104553, + 0.18921725451946259, + 0.060188427567481995, + 0.2252362221479416, + 0.06562239676713943, + 0.11250435560941696, + 0.04429137706756592, + 0.08557943999767303 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0028225842397660017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070851236581802 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070851236581802, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070851236581802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30852529406547546, + 0.0716831311583519, + 0.05451134219765663, + 0.0502869188785553, + 0.06599899381399155, + 0.21868152916431427, + 0.10746781527996063, + 0.03209230676293373, + 0.041970059275627136, + 0.04878263548016548 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.011070851236581802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera moving in an extremely slow arc from a level angle, captures the exquisite moment of peach blossoms falling like a pink drizzle. Amidst the dappled, hazy light cast by the afternoon sun filtering through the lush blossoms, Diao Chan, clad in magnificent ancient costume, becomes the absolute focal point. Her cascading jet-black hair is meticulously tied into an intricate and elegant bun, adorned with a few golden hairpins and pearl hairpins that tremble with each movement, framing her oval-shaped face, a face as white as snow. She is slightly sideways, as if gazing into a void. Then, as if struck by a fleeting thought, she slowly but decisively turns her gaze. As her delicate face turns towards the camera in the light and shadow, her clear, almond-shaped eyes flicker past the slightly out-of-focus petals dancing in the foreground, finally locking onto the subject. At this moment, the unspeakable melancholy and sorrow hidden deep in her eyes was accurately captured, forming a strong emotional resonance with the romantic and poignant environment around her. The whole picture is full of the poetic beauty of classical oriental, the atmosphere is tranquil and beautiful, and at the same time, because of the sadness in her eyes, it is filled with a fatalistic sadness.", + "seed": 28028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_3/index_5751_seed_28028_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08673344117123634, + "vlm_logprob": -0.08673344117123634, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.08673344117123634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09469174593687057 + ], + "opposite_logprob_tokens": [ + -2.469691753387451 + ], + "logprob_reward": -0.09469174593687057, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09469174593687057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19134840369224548, + 0.04634124040603638, + 0.11166197061538696, + 0.0939202606678009, + 0.03855852037668228, + 0.06394737213850021, + 0.06435029208660126, + 0.03768768534064293, + 0.07408806681632996, + 0.27809613943099976 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.09469174593687057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134474456310272 + ], + "opposite_logprob_tokens": [ + -1.3134474754333496 + ], + "logprob_reward": -0.3134474456310272, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134474456310272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12214505672454834, + 0.06657226383686066, + 0.18935467302799225, + 0.07788282632827759, + 0.07719390094280243, + 0.12140994518995285, + 0.05564243346452713, + 0.0727570503950119, + 0.062461063265800476, + 0.15458078682422638 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.3134474456310272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036207374650985003 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036207374650985003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036207374650985003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22988764941692352, + 0.08313604444265366, + 0.20453914999961853, + 0.05088072642683983, + 0.0769745334982872, + 0.06885434687137604, + 0.06230850890278816, + 0.07712728530168533, + 0.04363018646836281, + 0.1026616245508194 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0036207374650985003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25538524985313416, + 0.061591390520334244, + 0.14538085460662842, + 0.05230116471648216, + 0.08735630661249161, + 0.044406600296497345, + 0.032174576073884964, + 0.03736645355820656, + 0.026720408350229263, + 0.2573169767856598 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0013373488327488303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in an extremely slow arc from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Diao Chan wearing a magnificent ancient costume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have jet-black hair tied in an intricate bun with golden and pearl hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are peach blossoms falling like a pink drizzle in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569927990436554 + ], + "opposite_logprob_tokens": [ + -3.8955700397491455 + ], + "logprob_reward": -0.020569927990436554, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569927990436554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33886802196502686, + 0.05236712098121643, + 0.28524842858314514, + 0.032083429396152496, + 0.025788310915231705, + 0.032861314713954926, + 0.022069431841373444, + 0.032052841037511826, + 0.012684750370681286, + 0.1659763604402542 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.020569927990436554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_tensor([4555, 4555])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_tensor([4555, 4555])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9d28670a50e6658d2ad3c5a82714370feb9d5ec0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_tensor([4555, 4555])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style inspired by Studio Ghibli's signature hand-drawn animation, the film begins with a sweeping wide shot, the camera gliding smoothly from left to right across a sun-drenched, cozy room. The movement reveals a dreamy, multi-story cat tower, meticulously crafted to resemble a miniature, hand-carved treehouse, its light-colored wood displaying visible, swirling grain. The entire scene is bathed in the soft, warm light of the afternoon sun, which filters through a large window, casting long, gentle shadows and illuminating a magical swirl of dust particles dancing in the golden light. On one of the tower's plush terraces, a vibrant ginger kitten with incredibly soft, fluffy fur and expressive, wide-eyed eyes wiggles its hind legs in playful anticipation. Then, extending its soft paws, it gently pounces on a preoccupied calico kitten—a charming patchwork of white, black, and orange fur—initiating a silent, tumbling struggle. The room is filled with charming details, from the lush, leafy potted plants on the windowsills to the polished texture of the hardwood floors, creating an overwhelming atmosphere of warm comfort and a tranquil, playful innocence.", + "seed": 12429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_4555_seed_12429_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.219247442856431, + "vlm_logprob": -0.219247442856431, + "vlm_yes_no_margin": 2.424999976158142, + "vlm_token_credit": -0.219247442856431, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034187257289886475 + ], + "opposite_logprob_tokens": [ + -3.4091873168945312 + ], + "logprob_reward": -0.034187257289886475, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034187257289886475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14364513754844666, + 0.1725364327430725, + 0.14277952909469604, + 0.1005418449640274, + 0.05867878347635269, + 0.09189808368682861, + 0.034911613911390305, + 0.09749022871255875, + 0.035511378198862076, + 0.12200693041086197 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.034187257289886475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643122389912605 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643122389912605, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643122389912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07530004531145096, + 0.08694007992744446, + 0.1639840304851532, + 0.04964229464530945, + 0.1554993987083435, + 0.10699555277824402, + 0.054328519850969315, + 0.111912801861763, + 0.09963725507259369, + 0.09576009213924408 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.008643122389912605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703189253807068 + ], + "opposite_logprob_tokens": [ + -2.1270318031311035 + ], + "logprob_reward": -0.12703189253807068, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703189253807068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13234369456768036, + 0.06884544342756271, + 0.10662295669317245, + 0.1067340299487114, + 0.17491528391838074, + 0.10718060284852982, + 0.08958449959754944, + 0.054863736033439636, + 0.04741470515727997, + 0.11149495840072632 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.12703189253807068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260886669158936 + ], + "opposite_logprob_tokens": [ + -0.5760886669158936 + ], + "logprob_reward": -0.8260886669158936, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260886669158936, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09210235625505447, + 0.09799671918153763, + 0.0342966727912426, + 0.04749104753136635, + 0.08179356902837753, + 0.03227689489722252, + 0.10255170613527298, + 0.13770541548728943, + 0.08446004986763, + 0.28932562470436096 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.8260886669158936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028627514839172 + ], + "opposite_logprob_tokens": [ + -2.3502862453460693 + ], + "logprob_reward": -0.10028627514839172, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028627514839172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12944065034389496, + 0.04174250364303589, + 0.029547307640314102, + 0.07454999536275864, + 0.08065268397331238, + 0.04159758239984512, + 0.053126029670238495, + 0.15347683429718018, + 0.17390301823616028, + 0.22196339070796967 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.10028627514839172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In the style inspired by Studio Ghibli's signature hand-drawn animation, the film begins with a sweeping wide shot, the camera gliding smoothly from left to right across a sun-drenched, cozy room. The movement reveals a dreamy, multi-story cat tower, meticulously crafted to resemble a miniature, hand-carved treehouse, its light-colored wood displaying visible, swirling grain. The entire scene is bathed in the soft, warm light of the afternoon sun, which filters through a large window, casting long, gentle shadows and illuminating a magical swirl of dust particles dancing in the golden light. On one of the tower's plush terraces, a vibrant ginger kitten with incredibly soft, fluffy fur and expressive, wide-eyed eyes wiggles its hind legs in playful anticipation. Then, extending its soft paws, it gently pounces on a preoccupied calico kitten—a charming patchwork of white, black, and orange fur—initiating a silent, tumbling struggle. The room is filled with charming details, from the lush, leafy potted plants on the windowsills to the polished texture of the hardwood floors, creating an overwhelming atmosphere of warm comfort and a tranquil, playful innocence.", + "seed": 12430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_4555_seed_12430_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16540809627622366, + "vlm_logprob": -0.16540809627622366, + "vlm_yes_no_margin": 2.4999999523162844, + "vlm_token_credit": -0.16540809627622366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018447145819664 + ], + "opposite_logprob_tokens": [ + -4.018446922302246 + ], + "logprob_reward": -0.018447145819664, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018447145819664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3196771740913391, + 0.13948671519756317, + 0.032270580530166626, + 0.0838756188750267, + 0.03793472796678543, + 0.05443447828292847, + 0.04442733898758888, + 0.051242660731077194, + 0.10803034901618958, + 0.12862034142017365 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018447145819664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081579141318798 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081579141318798, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081579141318798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10724753141403198, + 0.05073194205760956, + 0.029297133907675743, + 0.02580202929675579, + 0.04139123857021332, + 0.06906715780496597, + 0.13235729932785034, + 0.03716760501265526, + 0.48259666562080383, + 0.024341395124793053 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.011081579141318798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029813647270203 + ], + "opposite_logprob_tokens": [ + -2.3502981662750244 + ], + "logprob_reward": -0.10029813647270203, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029813647270203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5524793267250061, + 0.12105992436408997, + 0.04640126973390579, + 0.021617144346237183, + 0.02681390941143036, + 0.08522927761077881, + 0.019643833860754967, + 0.06334144622087479, + 0.03050932101905346, + 0.032904550433158875 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.10029813647270203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863755106925964 + ], + "opposite_logprob_tokens": [ + -1.223637580871582 + ], + "logprob_reward": -0.34863755106925964, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34863755106925964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7128108739852905, + 0.06064413860440254, + 0.011531666852533817, + 0.030113954097032547, + 0.021064430475234985, + 0.04296006262302399, + 0.014795986004173756, + 0.015770088881254196, + 0.07501726597547531, + 0.015291579999029636 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.34863755106925964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34857606887817383 + ], + "opposite_logprob_tokens": [ + -1.2235760688781738 + ], + "logprob_reward": -0.34857606887817383, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34857606887817383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1717177927494049, + 0.09514184296131134, + 0.056335803121328354, + 0.10691455006599426, + 0.169538214802742, + 0.06796615570783615, + 0.06974495202302933, + 0.07566104829311371, + 0.17049898207187653, + 0.01648072525858879 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.34857606887817383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style inspired by Studio Ghibli's signature hand-drawn animation, the film begins with a sweeping wide shot, the camera gliding smoothly from left to right across a sun-drenched, cozy room. The movement reveals a dreamy, multi-story cat tower, meticulously crafted to resemble a miniature, hand-carved treehouse, its light-colored wood displaying visible, swirling grain. The entire scene is bathed in the soft, warm light of the afternoon sun, which filters through a large window, casting long, gentle shadows and illuminating a magical swirl of dust particles dancing in the golden light. On one of the tower's plush terraces, a vibrant ginger kitten with incredibly soft, fluffy fur and expressive, wide-eyed eyes wiggles its hind legs in playful anticipation. Then, extending its soft paws, it gently pounces on a preoccupied calico kitten—a charming patchwork of white, black, and orange fur—initiating a silent, tumbling struggle. The room is filled with charming details, from the lush, leafy potted plants on the windowsills to the polished texture of the hardwood floors, creating an overwhelming atmosphere of warm comfort and a tranquil, playful innocence.", + "seed": 12431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_4555_seed_12431_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07732399813830852, + "vlm_logprob": -0.07732399813830852, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07732399813830852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007927975617349148 + ], + "opposite_logprob_tokens": [ + -4.882927894592285 + ], + "logprob_reward": -0.007927975617349148, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007927975617349148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13958445191383362, + 0.03193988651037216, + 0.02272433415055275, + 0.029530109837651253, + 0.02791208028793335, + 0.10226134955883026, + 0.0463421456515789, + 0.5564001202583313, + 0.01866782270371914, + 0.024637706577777863 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.007927975617349148 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791559539735317 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791559539735317, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791559539735317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.217503160238266, + 0.0981612354516983, + 0.16114288568496704, + 0.09866556525230408, + 0.04137454926967621, + 0.08825453370809555, + 0.027702696621418, + 0.21012191474437714, + 0.029875272884964943, + 0.027198204770684242 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.009791559539735317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062030695378780365 + ], + "opposite_logprob_tokens": [ + -2.812030792236328 + ], + "logprob_reward": -0.062030695378780365, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062030695378780365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19075800478458405, + 0.1322249323129654, + 0.0902184247970581, + 0.15481393039226532, + 0.03676895052194595, + 0.046826574951410294, + 0.04520908370614052, + 0.2596338391304016, + 0.026463858783245087, + 0.017082422971725464 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.062030695378780365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702979147434235 + ], + "opposite_logprob_tokens": [ + -2.1270298957824707 + ], + "logprob_reward": -0.12702979147434235, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702979147434235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18107181787490845, + 0.11887709051370621, + 0.030888069421052933, + 0.23786158859729767, + 0.04666293412446976, + 0.06740419566631317, + 0.03956599906086922, + 0.18445894122123718, + 0.04209571331739426, + 0.05111367627978325 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.12702979147434235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17983996868133545 + ], + "opposite_logprob_tokens": [ + -1.8048399686813354 + ], + "logprob_reward": -0.17983996868133545, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17983996868133545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06018669903278351, + 0.015015540644526482, + 0.013122164644300938, + 0.013223199173808098, + 0.008957582525908947, + 0.03774746134877205, + 0.07086269557476044, + 0.7487297058105469, + 0.018969526514410973, + 0.01318544801324606 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.17983996868133545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style inspired by Studio Ghibli's signature hand-drawn animation, the film begins with a sweeping wide shot, the camera gliding smoothly from left to right across a sun-drenched, cozy room. The movement reveals a dreamy, multi-story cat tower, meticulously crafted to resemble a miniature, hand-carved treehouse, its light-colored wood displaying visible, swirling grain. The entire scene is bathed in the soft, warm light of the afternoon sun, which filters through a large window, casting long, gentle shadows and illuminating a magical swirl of dust particles dancing in the golden light. On one of the tower's plush terraces, a vibrant ginger kitten with incredibly soft, fluffy fur and expressive, wide-eyed eyes wiggles its hind legs in playful anticipation. Then, extending its soft paws, it gently pounces on a preoccupied calico kitten—a charming patchwork of white, black, and orange fur—initiating a silent, tumbling struggle. The room is filled with charming details, from the lush, leafy potted plants on the windowsills to the polished texture of the hardwood floors, creating an overwhelming atmosphere of warm comfort and a tranquil, playful innocence.", + "seed": 12432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_4/index_4555_seed_12432_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14900634828954934, + "vlm_logprob": -0.14900634828954934, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.14900634828954934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07050463557243347 + ], + "opposite_logprob_tokens": [ + -2.695504665374756 + ], + "logprob_reward": -0.07050463557243347, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07050463557243347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09331411868333817, + 0.0486912876367569, + 0.09132861346006393, + 0.11274438351392746, + 0.07705339044332504, + 0.12948356568813324, + 0.14371851086616516, + 0.1264817714691162, + 0.09460888803005219, + 0.0825754702091217 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.07050463557243347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979557354003191 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.00979557354003191, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979557354003191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14460323750972748, + 0.09708354622125626, + 0.10561960190534592, + 0.14935138821601868, + 0.04970715194940567, + 0.14802108705043793, + 0.06694509088993073, + 0.07180070132017136, + 0.04585334658622742, + 0.12101482599973679 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.00979557354003191 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700158178806305 + ], + "opposite_logprob_tokens": [ + -2.6950159072875977 + ], + "logprob_reward": -0.0700158178806305, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700158178806305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07685133069753647, + 0.0839838981628418, + 0.0868816003203392, + 0.1922110766172409, + 0.13898658752441406, + 0.16961485147476196, + 0.08812728524208069, + 0.033418454229831696, + 0.06404989957809448, + 0.06587499380111694 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.0700158178806305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342756748199463 + ], + "opposite_logprob_tokens": [ + -1.3134275674819946 + ], + "logprob_reward": -0.31342756748199463, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342756748199463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08560007065534592, + 0.038247182965278625, + 0.09130991995334625, + 0.12364664673805237, + 0.13601577281951904, + 0.22985662519931793, + 0.07011330872774124, + 0.0467965342104435, + 0.10612065345048904, + 0.0722932517528534 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.31342756748199463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched, cozy room with hardwood floors and potted plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a multi-story cat tower resembling a hand-carved treehouse with visible swirling wood grain present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant ginger kitten with soft, fluffy fur and wide eyes wiggling its hind legs on a terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a calico kitten with white, black, and orange fur engage in a silent, tumbling struggle with the ginger kitten?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera glide smoothly from left to right in a sweeping wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28128814697265625 + ], + "opposite_logprob_tokens": [ + -1.4062881469726562 + ], + "logprob_reward": -0.28128814697265625, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28128814697265625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09699545800685883, + 0.04124556481838226, + 0.0512222982943058, + 0.251804918050766, + 0.07273739576339722, + 0.2040308713912964, + 0.030162388458848, + 0.10794694721698761, + 0.06681957840919495, + 0.07703458517789841 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.28128814697265625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_tensor([6506, 6506])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_tensor([6506, 6506])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..87d9ae1b17228e56cd7e3907a4b1186841c3c3d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_tensor([6506, 6506])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, overhead tracking shot smoothly follows a legendary Chinese dragon as it weaves through a turbulent sea of clouds with grace and power. Each scale on the dragon's slender, serpentine form appears to be wrought from pure gold, emanating a warm, sacred light from within, casting a flowing golden glow across the clouds. It possesses majestic antlers, amber eyes brimming with wisdom, and a long, flowing white beard. As it rhythmically rises and falls, weaving through the clouds, its powerful claws alternately fold and extend, stirring the dense, cotton-like clouds into vast vortices and billowing waves. This boundless sea of clouds, illuminated by the sky's light, displays rich gradations from brilliant white to deep gray. The dragon's own radiance pierces the mist, tinting the surrounding clouds with a flowing golden hue, creating an ever-changing interplay of light and shadow. The whole picture is full of a sacred and solemn epic feeling, creating an awe-inspiring atmosphere of grandeur and mysterious power.", + "seed": 22415, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_6506_seed_22415_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03849624507129192, + "vlm_logprob": -0.03849624507129192, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.03849624507129192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034189675003290176 + ], + "opposite_logprob_tokens": [ + -3.4091897010803223 + ], + "logprob_reward": -0.034189675003290176, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034189675003290176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15244732797145844, + 0.43701910972595215, + 0.0703895315527916, + 0.033248838037252426, + 0.0603669099509716, + 0.022166185081005096, + 0.03847208246588707, + 0.044788848608732224, + 0.030828362330794334, + 0.1102728471159935 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.034189675003290176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828520491719246 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828520491719246, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828520491719246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09321785718202591, + 0.46135228872299194, + 0.03718177229166031, + 0.058603014796972275, + 0.1096995398402214, + 0.025792455300688744, + 0.05271786451339722, + 0.09219468384981155, + 0.021264420822262764, + 0.04797611013054848 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.029828520491719246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785067290067673 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785067290067673, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785067290067673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15377666056156158, + 0.1366734802722931, + 0.061660975217819214, + 0.16311590373516083, + 0.07152700424194336, + 0.04848066344857216, + 0.08706957846879959, + 0.053424056619405746, + 0.05777782201766968, + 0.16649386286735535 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.009785067290067673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048672039061784744 + ], + "opposite_logprob_tokens": [ + -3.0486719608306885 + ], + "logprob_reward": -0.048672039061784744, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048672039061784744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14583411812782288, + 0.07510572671890259, + 0.04608316347002983, + 0.12087494134902954, + 0.05255531147122383, + 0.05341021716594696, + 0.17121659219264984, + 0.19439542293548584, + 0.03996458649635315, + 0.10055986791849136 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.048672039061784744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000592350959778 + ], + "opposite_logprob_tokens": [ + -2.6950058937072754 + ], + "logprob_reward": -0.07000592350959778, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000592350959778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10359499603509903, + 0.08318845182657242, + 0.14341112971305847, + 0.09841060638427734, + 0.03428623825311661, + 0.04225325211882591, + 0.04898259788751602, + 0.09873158484697342, + 0.02959599159657955, + 0.31754517555236816 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.07000592350959778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, overhead tracking shot smoothly follows a legendary Chinese dragon as it weaves through a turbulent sea of clouds with grace and power. Each scale on the dragon's slender, serpentine form appears to be wrought from pure gold, emanating a warm, sacred light from within, casting a flowing golden glow across the clouds. It possesses majestic antlers, amber eyes brimming with wisdom, and a long, flowing white beard. As it rhythmically rises and falls, weaving through the clouds, its powerful claws alternately fold and extend, stirring the dense, cotton-like clouds into vast vortices and billowing waves. This boundless sea of clouds, illuminated by the sky's light, displays rich gradations from brilliant white to deep gray. The dragon's own radiance pierces the mist, tinting the surrounding clouds with a flowing golden hue, creating an ever-changing interplay of light and shadow. The whole picture is full of a sacred and solemn epic feeling, creating an awe-inspiring atmosphere of grandeur and mysterious power.", + "seed": 22416, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_6506_seed_22416_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09156120233237744, + "vlm_logprob": -0.09156120233237744, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09156120233237744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20209231972694397 + ], + "opposite_logprob_tokens": [ + -1.7020922899246216 + ], + "logprob_reward": -0.20209231972694397, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20209231972694397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13322655856609344, + 0.03684283420443535, + 0.02835438773036003, + 0.12572018802165985, + 0.06325249373912811, + 0.2350369244813919, + 0.23177015781402588, + 0.012809393927454948, + 0.020003845915198326, + 0.11298319697380066 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.20209231972694397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308167099952698 + ], + "opposite_logprob_tokens": [ + -3.168081760406494 + ], + "logprob_reward": -0.04308167099952698, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308167099952698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2206602841615677, + 0.050245851278305054, + 0.06057823449373245, + 0.05412135273218155, + 0.10037872940301895, + 0.2448718547821045, + 0.028395405039191246, + 0.047952596098184586, + 0.03270122781395912, + 0.1600944548845291 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.04308167099952698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198238030076027 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198238030076027, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198238030076027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14303269982337952, + 0.06945136934518814, + 0.03567879647016525, + 0.08818026632070541, + 0.07232965528964996, + 0.16489188373088837, + 0.16914905607700348, + 0.09330018609762192, + 0.04219379276037216, + 0.12179229408502579 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.014198238030076027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811107203364372 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811107203364372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811107203364372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18731385469436646, + 0.06178310886025429, + 0.06278171390295029, + 0.09608400613069534, + 0.07673175632953644, + 0.1284557729959488, + 0.2171667069196701, + 0.05585024505853653, + 0.06932813674211502, + 0.04450470209121704 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.03811107203364372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032271087169647 + ], + "opposite_logprob_tokens": [ + -1.910322666168213 + ], + "logprob_reward": -0.16032271087169647, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032271087169647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29866597056388855, + 0.05095570161938667, + 0.05232760310173035, + 0.07024995237588882, + 0.050878312438726425, + 0.09792374074459076, + 0.24558182060718536, + 0.02938131056725979, + 0.04415294900536537, + 0.05988266319036484 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.16032271087169647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, overhead tracking shot smoothly follows a legendary Chinese dragon as it weaves through a turbulent sea of clouds with grace and power. Each scale on the dragon's slender, serpentine form appears to be wrought from pure gold, emanating a warm, sacred light from within, casting a flowing golden glow across the clouds. It possesses majestic antlers, amber eyes brimming with wisdom, and a long, flowing white beard. As it rhythmically rises and falls, weaving through the clouds, its powerful claws alternately fold and extend, stirring the dense, cotton-like clouds into vast vortices and billowing waves. This boundless sea of clouds, illuminated by the sky's light, displays rich gradations from brilliant white to deep gray. The dragon's own radiance pierces the mist, tinting the surrounding clouds with a flowing golden hue, creating an ever-changing interplay of light and shadow. The whole picture is full of a sacred and solemn epic feeling, creating an awe-inspiring atmosphere of grandeur and mysterious power.", + "seed": 22417, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_6506_seed_22417_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09493005257099867, + "vlm_logprob": -0.09493005257099867, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09493005257099867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31401729583740234 + ], + "opposite_logprob_tokens": [ + -1.3140172958374023 + ], + "logprob_reward": -0.31401729583740234, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31401729583740234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08539384603500366, + 0.04780972748994827, + 0.028932645916938782, + 0.0442638024687767, + 0.05166339501738548, + 0.09490116685628891, + 0.05888952687382698, + 0.532339334487915, + 0.03892882913351059, + 0.016877729445695877 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.31401729583740234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208211928606033 + ], + "opposite_logprob_tokens": [ + -2.812082052230835 + ], + "logprob_reward": -0.06208211928606033, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208211928606033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13536089658737183, + 0.05893538147211075, + 0.04011673852801323, + 0.1052652969956398, + 0.050752535462379456, + 0.05780012905597687, + 0.04127218946814537, + 0.06800137460231781, + 0.41808584332466125, + 0.0244097039103508 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.06208211928606033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255929194390774 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255929194390774, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255929194390774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19353406131267548, + 0.13804540038108826, + 0.08351872861385345, + 0.14693810045719147, + 0.09382613748311996, + 0.0837487056851387, + 0.04752521589398384, + 0.12216700613498688, + 0.045145925134420395, + 0.04555068537592888 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005255929194390774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296110332012177 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.023296110332012177, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296110332012177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330162137746811, + 0.06993381679058075, + 0.09641969203948975, + 0.0739276334643364, + 0.08248688280582428, + 0.07347612828016281, + 0.05052539333701134, + 0.2739212214946747, + 0.08960335701704025, + 0.056689634919166565 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.023296110332012177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999880820512772 + ], + "opposite_logprob_tokens": [ + -2.6949987411499023 + ], + "logprob_reward": -0.06999880820512772, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999880820512772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17995281517505646, + 0.11345571279525757, + 0.08949784189462662, + 0.11786805093288422, + 0.08142535388469696, + 0.04513724893331528, + 0.038011882454156876, + 0.25035956501960754, + 0.04823656752705574, + 0.03605497628450394 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.06999880820512772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, overhead tracking shot smoothly follows a legendary Chinese dragon as it weaves through a turbulent sea of clouds with grace and power. Each scale on the dragon's slender, serpentine form appears to be wrought from pure gold, emanating a warm, sacred light from within, casting a flowing golden glow across the clouds. It possesses majestic antlers, amber eyes brimming with wisdom, and a long, flowing white beard. As it rhythmically rises and falls, weaving through the clouds, its powerful claws alternately fold and extend, stirring the dense, cotton-like clouds into vast vortices and billowing waves. This boundless sea of clouds, illuminated by the sky's light, displays rich gradations from brilliant white to deep gray. The dragon's own radiance pierces the mist, tinting the surrounding clouds with a flowing golden hue, creating an ever-changing interplay of light and shadow. The whole picture is full of a sacred and solemn epic feeling, creating an awe-inspiring atmosphere of grandeur and mysterious power.", + "seed": 22418, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_5/index_6506_seed_22418_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08865979909896851, + "vlm_logprob": -0.08865979909896851, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.08865979909896851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06259600073099136 + ], + "opposite_logprob_tokens": [ + -2.812596082687378 + ], + "logprob_reward": -0.06259600073099136, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06259600073099136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14481745660305023, + 0.10115668177604675, + 0.1385061889886856, + 0.0781528577208519, + 0.0776013508439064, + 0.1188623458147049, + 0.18592005968093872, + 0.08634505420923233, + 0.03520624339580536, + 0.033431846648454666 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.06259600073099136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130924105644226 + ], + "opposite_logprob_tokens": [ + -3.28813099861145 + ], + "logprob_reward": -0.038130924105644226, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130924105644226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1935080587863922, + 0.07050711661577225, + 0.16300509870052338, + 0.054372113198041916, + 0.05367061868309975, + 0.12300834059715271, + 0.09962999820709229, + 0.07825961709022522, + 0.12353216111660004, + 0.04050691798329353 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.038130924105644226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495598912239075 + ], + "opposite_logprob_tokens": [ + -2.9299559593200684 + ], + "logprob_reward": -0.05495598912239075, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495598912239075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22119292616844177, + 0.0963778868317604, + 0.15046565234661102, + 0.03228788077831268, + 0.052877359092235565, + 0.12283271551132202, + 0.044540997594594955, + 0.1002567782998085, + 0.12846757471561432, + 0.05070025101304054 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.05495598912239075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207215040922165 + ], + "opposite_logprob_tokens": [ + -2.8120720386505127 + ], + "logprob_reward": -0.06207215040922165, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207215040922165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2192562222480774, + 0.11568944901227951, + 0.06238185986876488, + 0.059981819242239, + 0.07401974499225616, + 0.06521565467119217, + 0.0981244444847107, + 0.16902384161949158, + 0.08841538429260254, + 0.0478915199637413 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.06207215040922165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Chinese dragon with majestic antlers, amber eyes, and a long white beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the dragon's scales made of pure gold and emitting a warm, sacred light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dragon moving rhythmically by rising and falling while weaving through the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon's claws alternate between folding and extending while stirring the clouds into vortices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a sweeping overhead tracking shot following the dragon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554393112659454 + ], + "opposite_logprob_tokens": [ + -1.6005439758300781 + ], + "logprob_reward": -0.22554393112659454, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554393112659454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17680010199546814, + 0.10703395307064056, + 0.06610280275344849, + 0.03041287325322628, + 0.07833029329776764, + 0.09538990259170532, + 0.11377532035112381, + 0.141899973154068, + 0.09624488651752472, + 0.09400985389947891 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.22554393112659454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_tensor([6275, 6275])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_tensor([6275, 6275])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..143fa55522aa4bb30d7f0c2c702e2068307ed952 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_tensor([6275, 6275])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, locked-off wide shot, captured at eye level from within the upper offices of an opposing skyscraper, gazes out over a sprawling metropolis at dusk. The warm golden light of the setting sun bathes the cityscape, casting long, dramatic shadows across the towering glass and concrete structures. At the center of the frame stands the iconic lattice tower, its massive steel structure painted in vibrant alternating stripes of International Orange and stark white. Then, the impossible happens: the entire tower, from its broad base to its needle-like spire, begins to slowly and deliberately rotate on its central axis. The rotation is unsettlingly smooth, a majestic and eerie movement that defies all laws of physics. As it turns, an intricate network of steel beams and cross braces catches the dying sunlight, creating a slow, hypnotic gradient of highlights and deepening shadows across its metallic surfaces. The surrounding city remains completely still, a static witness to this surreal spectacle, amplifying the profound, silent wrongness of the event and creating an atmosphere filled with dreamlike tension, as the tranquil beauty of an urban sunset collides with a sense of monstrous impossibility.", + "seed": 20434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_6275_seed_20434_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033084251219406724, + "vlm_logprob": -0.033084251219406724, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.033084251219406724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09466615319252014 + ], + "opposite_logprob_tokens": [ + -2.4696662425994873 + ], + "logprob_reward": -0.09466615319252014, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09466615319252014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20548121631145477, + 0.08994957059621811, + 0.04344237968325615, + 0.034212417900562286, + 0.08859782665967941, + 0.048599228262901306, + 0.3680208623409271, + 0.04954219609498978, + 0.040615975856781006, + 0.031538307666778564 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.09466615319252014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653932526707649 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653932526707649, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653932526707649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14352601766586304, + 0.14298036694526672, + 0.04751167446374893, + 0.031021438539028168, + 0.024754341691732407, + 0.025206685066223145, + 0.20288607478141785, + 0.23042413592338562, + 0.07598503679037094, + 0.07570425420999527 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004653932526707649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648086339235306 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008648086339235306, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648086339235306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17901760339736938, + 0.0889224261045456, + 0.08356820791959763, + 0.0572006031870842, + 0.1393270045518875, + 0.043868113309144974, + 0.1004377081990242, + 0.10856877267360687, + 0.12387363612651825, + 0.0752159059047699 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.008648086339235306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496411398053169 + ], + "opposite_logprob_tokens": [ + -2.929964065551758 + ], + "logprob_reward": -0.05496411398053169, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496411398053169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20069819688796997, + 0.16004635393619537, + 0.04349114000797272, + 0.13459637761116028, + 0.10408316552639008, + 0.21273183822631836, + 0.01730792038142681, + 0.02782157063484192, + 0.04159920662641525, + 0.057624224573373795 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.05496411398053169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024889700580388308 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.0024889700580388308, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024889700580388308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555209457874298, + 0.18632157146930695, + 0.05779734626412392, + 0.04347386211156845, + 0.0464581698179245, + 0.05233637988567352, + 0.11172377318143845, + 0.10108648240566254, + 0.17171774804592133, + 0.07356373220682144 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0024889700580388308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, locked-off wide shot, captured at eye level from within the upper offices of an opposing skyscraper, gazes out over a sprawling metropolis at dusk. The warm golden light of the setting sun bathes the cityscape, casting long, dramatic shadows across the towering glass and concrete structures. At the center of the frame stands the iconic lattice tower, its massive steel structure painted in vibrant alternating stripes of International Orange and stark white. Then, the impossible happens: the entire tower, from its broad base to its needle-like spire, begins to slowly and deliberately rotate on its central axis. The rotation is unsettlingly smooth, a majestic and eerie movement that defies all laws of physics. As it turns, an intricate network of steel beams and cross braces catches the dying sunlight, creating a slow, hypnotic gradient of highlights and deepening shadows across its metallic surfaces. The surrounding city remains completely still, a static witness to this surreal spectacle, amplifying the profound, silent wrongness of the event and creating an atmosphere filled with dreamlike tension, as the tranquil beauty of an urban sunset collides with a sense of monstrous impossibility.", + "seed": 20435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_6275_seed_20435_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10841905744746327, + "vlm_logprob": -0.10841905744746327, + "vlm_yes_no_margin": 3.2499999523162844, + "vlm_token_credit": -0.10841905744746327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38956189155578613 + ], + "opposite_logprob_tokens": [ + -1.1395618915557861 + ], + "logprob_reward": -0.38956189155578613, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38956189155578613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05339697748422623, + 0.1039884015917778, + 0.67775958776474, + 0.01626693457365036, + 0.047730959951877594, + 0.01856323517858982, + 0.015408585779368877, + 0.02109101600944996, + 0.028279099613428116, + 0.01751524768769741 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.38956189155578613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216334283351898 + ], + "opposite_logprob_tokens": [ + -4.018216133117676 + ], + "logprob_reward": -0.018216334283351898, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018216334283351898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06840015947818756, + 0.1681041270494461, + 0.446396142244339, + 0.03005247190594673, + 0.07255902141332626, + 0.03759043663740158, + 0.09338276833295822, + 0.01838776469230652, + 0.04173017293214798, + 0.023396972566843033 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.018216334283351898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608596369624138 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608596369624138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608596369624138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0667288601398468, + 0.09296826273202896, + 0.6248902082443237, + 0.01695602387189865, + 0.07324469834566116, + 0.01990768499672413, + 0.04253683239221573, + 0.012396346777677536, + 0.02210088074207306, + 0.028270289301872253 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.01608596369624138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129729151725769 + ], + "opposite_logprob_tokens": [ + -2.2379729747772217 + ], + "logprob_reward": -0.1129729151725769, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129729151725769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10297241806983948, + 0.24064670503139496, + 0.16377614438533783, + 0.02383725717663765, + 0.09382132440805435, + 0.07152663916349411, + 0.22576220333576202, + 0.02288943901658058, + 0.03678721562027931, + 0.017980672419071198 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.1129729151725769 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258182529360056 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258182529360056, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258182529360056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05251571163535118, + 0.18087416887283325, + 0.5218035578727722, + 0.019791942089796066, + 0.0730290412902832, + 0.01616804488003254, + 0.05560964345932007, + 0.015304112806916237, + 0.041398387402296066, + 0.023505423218011856 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.005258182529360056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, locked-off wide shot, captured at eye level from within the upper offices of an opposing skyscraper, gazes out over a sprawling metropolis at dusk. The warm golden light of the setting sun bathes the cityscape, casting long, dramatic shadows across the towering glass and concrete structures. At the center of the frame stands the iconic lattice tower, its massive steel structure painted in vibrant alternating stripes of International Orange and stark white. Then, the impossible happens: the entire tower, from its broad base to its needle-like spire, begins to slowly and deliberately rotate on its central axis. The rotation is unsettlingly smooth, a majestic and eerie movement that defies all laws of physics. As it turns, an intricate network of steel beams and cross braces catches the dying sunlight, creating a slow, hypnotic gradient of highlights and deepening shadows across its metallic surfaces. The surrounding city remains completely still, a static witness to this surreal spectacle, amplifying the profound, silent wrongness of the event and creating an atmosphere filled with dreamlike tension, as the tranquil beauty of an urban sunset collides with a sense of monstrous impossibility.", + "seed": 20436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_6275_seed_20436_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026881178864277898, + "vlm_logprob": -0.026881178864277898, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.026881178864277898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02209615707397461 + ], + "opposite_logprob_tokens": [ + -3.8970961570739746 + ], + "logprob_reward": -0.02209615707397461, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02209615707397461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09401680529117584, + 0.06392435729503632, + 0.051405224949121475, + 0.0266780536621809, + 0.03845509514212608, + 0.029060769826173782, + 0.09275469928979874, + 0.039916474372148514, + 0.4316517114639282, + 0.13213685154914856 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02209615707397461 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015254301251843572 + ], + "opposite_logprob_tokens": [ + -6.501525402069092 + ], + "logprob_reward": -0.0015254301251843572, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015254301251843572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1851692497730255, + 0.05211428180336952, + 0.08411239832639694, + 0.0340394601225853, + 0.026784241199493408, + 0.028257541358470917, + 0.04959363862872124, + 0.3325759470462799, + 0.1861238032579422, + 0.02122945711016655 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0015254301251843572 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076378220692276955 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.0076378220692276955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076378220692276955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15441754460334778, + 0.08078471571207047, + 0.06346207112073898, + 0.0644468367099762, + 0.10670267790555954, + 0.11603564769029617, + 0.09086493402719498, + 0.02255568839609623, + 0.26241204142570496, + 0.038317907601594925 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0076378220692276955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032401978969574 + ], + "opposite_logprob_tokens": [ + -2.3503239154815674 + ], + "logprob_reward": -0.10032401978969574, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032401978969574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3322720527648926, + 0.04358033835887909, + 0.0510675273835659, + 0.04438088461756706, + 0.09772617369890213, + 0.07352444529533386, + 0.13063664734363556, + 0.14577247202396393, + 0.06879209727048874, + 0.012247378937900066 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.10032401978969574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028224652633070946 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028224652633070946, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028224652633070946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4522295594215393, + 0.054453954100608826, + 0.10250625014305115, + 0.04665948450565338, + 0.027181679382920265, + 0.09506672620773315, + 0.057421695441007614, + 0.07172336429357529, + 0.051444776356220245, + 0.04131251573562622 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0028224652633070946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, locked-off wide shot, captured at eye level from within the upper offices of an opposing skyscraper, gazes out over a sprawling metropolis at dusk. The warm golden light of the setting sun bathes the cityscape, casting long, dramatic shadows across the towering glass and concrete structures. At the center of the frame stands the iconic lattice tower, its massive steel structure painted in vibrant alternating stripes of International Orange and stark white. Then, the impossible happens: the entire tower, from its broad base to its needle-like spire, begins to slowly and deliberately rotate on its central axis. The rotation is unsettlingly smooth, a majestic and eerie movement that defies all laws of physics. As it turns, an intricate network of steel beams and cross braces catches the dying sunlight, creating a slow, hypnotic gradient of highlights and deepening shadows across its metallic surfaces. The surrounding city remains completely still, a static witness to this surreal spectacle, amplifying the profound, silent wrongness of the event and creating an atmosphere filled with dreamlike tension, as the tranquil beauty of an urban sunset collides with a sense of monstrous impossibility.", + "seed": 20437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_6/index_6275_seed_20437_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022042396198958158, + "vlm_logprob": -0.022042396198958158, + "vlm_yes_no_margin": 4.349999952316284, + "vlm_token_credit": -0.022042396198958158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011129443533718586 + ], + "opposite_logprob_tokens": [ + -4.636129379272461 + ], + "logprob_reward": -0.011129443533718586, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011129443533718586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14670175313949585, + 0.09746114164590836, + 0.12103592604398727, + 0.030974548310041428, + 0.024775251746177673, + 0.08419713377952576, + 0.06102515384554863, + 0.0288432314991951, + 0.36900463700294495, + 0.03598124533891678 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.011129443533718586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004110459703952074 + ], + "opposite_logprob_tokens": [ + -5.504110336303711 + ], + "logprob_reward": -0.004110459703952074, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004110459703952074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17851030826568604, + 0.11303570121526718, + 0.1037030816078186, + 0.1398104727268219, + 0.16301855444908142, + 0.05437383055686951, + 0.021086305379867554, + 0.11253592371940613, + 0.06484302878379822, + 0.04908279329538345 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.004110459703952074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819959655404091 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.01819959655404091, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819959655404091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29832881689071655, + 0.08996419608592987, + 0.04546849802136421, + 0.12472714483737946, + 0.04102333262562752, + 0.10839632153511047, + 0.0679653137922287, + 0.06735721975564957, + 0.11280935257673264, + 0.043959878385066986 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01819959655404091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002859562635422 + ], + "opposite_logprob_tokens": [ + -2.69502854347229 + ], + "logprob_reward": -0.07002859562635422, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002859562635422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1761733442544937, + 0.0670398473739624, + 0.06569156050682068, + 0.07386980950832367, + 0.07154885679483414, + 0.06534276902675629, + 0.038401033729314804, + 0.10077335685491562, + 0.19316980242729187, + 0.14798957109451294 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.07002859562635422 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, locked-off wide shot taken from an elevated position overlooking a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lattice tower painted with alternating stripes of International Orange and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire tower rotate slowly and deliberately on its central axis while the surrounding city remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at dusk with warm golden sunlight casting long shadows on the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the steel beams and cross braces of the tower show a gradient of highlights and deepening shadows as it rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743885576725006 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006743885576725006, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743885576725006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35336628556251526, + 0.07939780503511429, + 0.06645596027374268, + 0.060801178216934204, + 0.1535276174545288, + 0.08064734190702438, + 0.04675576463341713, + 0.06142739951610565, + 0.0612110011279583, + 0.036409661173820496 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.006743885576725006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_tensor([5016, 5016])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_tensor([5016, 5016])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..369616f9efee463cb2752d63ad1404e2bb645c7b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_tensor([5016, 5016])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tranquil, long-range, wide-angle shot, shot from a fixed position, captures the vast expanse of a lotus pond at dawn. Soft, golden sunlight slants across the mirror-like surface, illuminating the floating, round lotus leaves, shimmering with crystalline dew. In the center of the frame, perched on the tip of an unfurling, emerald-green lotus leaf, a dragonfly possesses a slender, metallic blue-green body and enormous, iridescent compound eyes. Its four wings, delicate and transparent like cicada wings, crisscrossed with intricate webs of veins, vibrate at a frequency almost imperceptible to the naked eye, creating a halo of luminescence around its sides, like a fluid layer of energy. Its six legs firmly grasp the slightly curled edge of the lotus leaf, its body leaning forward with a tense, poised stance, ready to break free from the water's gravity and soar into the vast sky. The entire scene is imbued with the beauty of natural stillness and the imminent prospect of dynamic movement, creating an atmosphere of focused tranquility brimming with vitality.", + "seed": 13571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_5016_seed_13571_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022843058593571185, + "vlm_logprob": -0.022843058593571185, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.022843058593571185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046632032841444016 + ], + "opposite_logprob_tokens": [ + -3.1716320514678955 + ], + "logprob_reward": -0.046632032841444016, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.046632032841444016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3063582479953766, + 0.024780265986919403, + 0.010538654401898384, + 0.018292980268597603, + 0.0735190361738205, + 0.15234167873859406, + 0.07174266874790192, + 0.2655423581600189, + 0.04494306445121765, + 0.031941007822752 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.046632032841444016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219980686903 + ], + "opposite_logprob_tokens": [ + -4.264219760894775 + ], + "logprob_reward": -0.014219980686903, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219980686903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09612146764993668, + 0.11881344765424728, + 0.0938170999288559, + 0.15872527658939362, + 0.05401349067687988, + 0.06409554928541183, + 0.08507797867059708, + 0.22455237805843353, + 0.04020161181688309, + 0.0645817220211029 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.014219980686903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638887036591768 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638887036591768, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638887036591768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08995261043310165, + 0.0755079835653305, + 0.036431651562452316, + 0.06422948837280273, + 0.06814771890640259, + 0.27082398533821106, + 0.036214567720890045, + 0.30073538422584534, + 0.02946934476494789, + 0.028487201780080795 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.007638887036591768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076359291560947895 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.0076359291560947895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076359291560947895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05180415138602257, + 0.03379688411951065, + 0.07025345414876938, + 0.06769789010286331, + 0.04972981661558151, + 0.27865347266197205, + 0.02161506563425064, + 0.36431899666786194, + 0.02911529690027237, + 0.03301499783992767 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.0076359291560947895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808846324682236 + ], + "opposite_logprob_tokens": [ + -3.28808856010437 + ], + "logprob_reward": -0.03808846324682236, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808846324682236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09153544902801514, + 0.05379728600382805, + 0.03362926095724106, + 0.052468739449977875, + 0.0350816547870636, + 0.31611183285713196, + 0.1776597648859024, + 0.07321325689554214, + 0.1365266889333725, + 0.029976019635796547 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.03808846324682236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tranquil, long-range, wide-angle shot, shot from a fixed position, captures the vast expanse of a lotus pond at dawn. Soft, golden sunlight slants across the mirror-like surface, illuminating the floating, round lotus leaves, shimmering with crystalline dew. In the center of the frame, perched on the tip of an unfurling, emerald-green lotus leaf, a dragonfly possesses a slender, metallic blue-green body and enormous, iridescent compound eyes. Its four wings, delicate and transparent like cicada wings, crisscrossed with intricate webs of veins, vibrate at a frequency almost imperceptible to the naked eye, creating a halo of luminescence around its sides, like a fluid layer of energy. Its six legs firmly grasp the slightly curled edge of the lotus leaf, its body leaning forward with a tense, poised stance, ready to break free from the water's gravity and soar into the vast sky. The entire scene is imbued with the beauty of natural stillness and the imminent prospect of dynamic movement, creating an atmosphere of focused tranquility brimming with vitality.", + "seed": 13572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_5016_seed_13572_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12890352196991445, + "vlm_logprob": -0.12890352196991445, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.12890352196991445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4785594642162323 + ], + "opposite_logprob_tokens": [ + -0.9785594940185547 + ], + "logprob_reward": -0.4785594642162323, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4785594642162323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6852211356163025, + 0.05222539231181145, + 0.031235260888934135, + 0.035168640315532684, + 0.034148987382650375, + 0.0429699532687664, + 0.017658788710832596, + 0.03859464451670647, + 0.024729100987315178, + 0.03804822638630867 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.4785594642162323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137003779411316 + ], + "opposite_logprob_tokens": [ + -3.2881369590759277 + ], + "logprob_reward": -0.038137003779411316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137003779411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5094698667526245, + 0.10631654411554337, + 0.04331207275390625, + 0.055801160633563995, + 0.04658113047480583, + 0.059989072382450104, + 0.029008736833930016, + 0.040507882833480835, + 0.06269438564777374, + 0.04631920903921127 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.038137003779411316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603911951184273 + ], + "opposite_logprob_tokens": [ + -3.895603895187378 + ], + "logprob_reward": -0.020603911951184273, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603911951184273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23621685802936554, + 0.11488894373178482, + 0.028388721868395805, + 0.04756927490234375, + 0.06304120272397995, + 0.07794998586177826, + 0.06513720750808716, + 0.16942501068115234, + 0.12466693669557571, + 0.07271583378314972 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.020603911951184273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197722733020782 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197722733020782, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197722733020782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4405384361743927, + 0.07071676850318909, + 0.039564210921525955, + 0.07350616157054901, + 0.0751655101776123, + 0.0735820010304451, + 0.0760074332356453, + 0.054225120693445206, + 0.04614744707942009, + 0.05054689198732376 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.018197722733020782 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901950716972351 + ], + "opposite_logprob_tokens": [ + -2.464019536972046 + ], + "logprob_reward": -0.08901950716972351, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901950716972351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2265033721923828, + 0.0673106387257576, + 0.03147396072745323, + 0.11530251801013947, + 0.06322956830263138, + 0.07831025868654251, + 0.07843555510044098, + 0.11665518581867218, + 0.14563703536987305, + 0.07714187353849411 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.08901950716972351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tranquil, long-range, wide-angle shot, shot from a fixed position, captures the vast expanse of a lotus pond at dawn. Soft, golden sunlight slants across the mirror-like surface, illuminating the floating, round lotus leaves, shimmering with crystalline dew. In the center of the frame, perched on the tip of an unfurling, emerald-green lotus leaf, a dragonfly possesses a slender, metallic blue-green body and enormous, iridescent compound eyes. Its four wings, delicate and transparent like cicada wings, crisscrossed with intricate webs of veins, vibrate at a frequency almost imperceptible to the naked eye, creating a halo of luminescence around its sides, like a fluid layer of energy. Its six legs firmly grasp the slightly curled edge of the lotus leaf, its body leaning forward with a tense, poised stance, ready to break free from the water's gravity and soar into the vast sky. The entire scene is imbued with the beauty of natural stillness and the imminent prospect of dynamic movement, creating an atmosphere of focused tranquility brimming with vitality.", + "seed": 13573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_5016_seed_13573_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01839040396735072, + "vlm_logprob": -0.01839040396735072, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.01839040396735072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04398912191390991 + ], + "opposite_logprob_tokens": [ + -3.1689891815185547 + ], + "logprob_reward": -0.04398912191390991, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04398912191390991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17362742125988007, + 0.07388412952423096, + 0.08496338129043579, + 0.2338474988937378, + 0.08183272182941437, + 0.1005668193101883, + 0.0537378191947937, + 0.07143580913543701, + 0.08263784646987915, + 0.043466586619615555 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.04398912191390991 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060507982969284 + ], + "opposite_logprob_tokens": [ + -3.8956050872802734 + ], + "logprob_reward": -0.02060507982969284, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060507982969284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13411448895931244, + 0.11459505558013916, + 0.11984719336032867, + 0.08987659215927124, + 0.06541699171066284, + 0.14205923676490784, + 0.05683626979589462, + 0.035945747047662735, + 0.16585585474967957, + 0.07545260339975357 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.02060507982969284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639714982360601 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639714982360601, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639714982360601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1800980567932129, + 0.13102425634860992, + 0.1259755790233612, + 0.050030190497636795, + 0.10076426714658737, + 0.11635886132717133, + 0.06986034661531448, + 0.0592506043612957, + 0.09572186321020126, + 0.07091589272022247 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007639714982360601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644422516226768 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644422516226768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644422516226768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16360846161842346, + 0.12711963057518005, + 0.12064406275749207, + 0.10791489481925964, + 0.15280666947364807, + 0.11843802779912949, + 0.03310396149754524, + 0.058562006801366806, + 0.05203669145703316, + 0.0657656192779541 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.008644422516226768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06949156522750854, + 0.08466435968875885, + 0.06011234223842621, + 0.029962724074721336, + 0.10872437804937363, + 0.14873425662517548, + 0.10306926816701889, + 0.07771307229995728, + 0.24220792949199677, + 0.07532010227441788 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.011073680594563484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tranquil, long-range, wide-angle shot, shot from a fixed position, captures the vast expanse of a lotus pond at dawn. Soft, golden sunlight slants across the mirror-like surface, illuminating the floating, round lotus leaves, shimmering with crystalline dew. In the center of the frame, perched on the tip of an unfurling, emerald-green lotus leaf, a dragonfly possesses a slender, metallic blue-green body and enormous, iridescent compound eyes. Its four wings, delicate and transparent like cicada wings, crisscrossed with intricate webs of veins, vibrate at a frequency almost imperceptible to the naked eye, creating a halo of luminescence around its sides, like a fluid layer of energy. Its six legs firmly grasp the slightly curled edge of the lotus leaf, its body leaning forward with a tense, poised stance, ready to break free from the water's gravity and soar into the vast sky. The entire scene is imbued with the beauty of natural stillness and the imminent prospect of dynamic movement, creating an atmosphere of focused tranquility brimming with vitality.", + "seed": 13574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_7/index_5016_seed_13574_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043672298546880484, + "vlm_logprob": -0.043672298546880484, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.043672298546880484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16371554136276245 + ], + "opposite_logprob_tokens": [ + -1.9137156009674072 + ], + "logprob_reward": -0.16371554136276245, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16371554136276245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34423941373825073, + 0.06175811216235161, + 0.04867921024560928, + 0.10398605465888977, + 0.07473313063383102, + 0.0960751324892044, + 0.0334077924489975, + 0.04505571350455284, + 0.0970684364438057, + 0.09499704092741013 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.16371554136276245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004661289043724537 + ], + "opposite_logprob_tokens": [ + -5.3796610832214355 + ], + "logprob_reward": -0.004661289043724537, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004661289043724537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315079778432846, + 0.2037350833415985, + 0.19376036524772644, + 0.038829170167446136, + 0.06548084318637848, + 0.14149139821529388, + 0.0632912740111351, + 0.04834539070725441, + 0.07051229476928711, + 0.04304623603820801 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.004661289043724537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2159382551908493, + 0.10552912950515747, + 0.07651052623987198, + 0.053867023438215256, + 0.04978549852967262, + 0.10549165308475494, + 0.08324921876192093, + 0.10475346446037292, + 0.15394946932792664, + 0.05092582479119301 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1875239908695221, + 0.08356235176324844, + 0.044424496591091156, + 0.06044378876686096, + 0.052650123834609985, + 0.199630007147789, + 0.10114120692014694, + 0.13089272379875183, + 0.07055764645338058, + 0.06917373836040497 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005950710736215115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a lotus pond at dawn with soft, golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dragonfly perched on the tip of an unfurling, emerald-green lotus leaf in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragonfly have a slender, metallic blue-green body and enormous, iridescent compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the dragonfly's four wings transparent with intricate veins, creating a halo of luminescence around its sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a tranquil, long-range, wide-angle view taken from a fixed position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808146342635155 + ], + "opposite_logprob_tokens": [ + -3.288081407546997 + ], + "logprob_reward": -0.03808146342635155, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808146342635155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12339283525943756, + 0.06019921973347664, + 0.03204551339149475, + 0.058353882282972336, + 0.04464716091752052, + 0.1472117155790329, + 0.14088262617588043, + 0.18571318686008453, + 0.0884745717048645, + 0.11907926201820374 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.03808146342635155 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_tensor([1728, 1728])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_tensor([1728, 1728])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..09e11d665cc9fe1d709b822c39c4f4a80f58fafb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_tensor([1728, 1728])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely slow-motion macro shot captures a powerful scene from a dramatic low angle, the camera positioned statically, mere inches from the surface of a clear, dry asphalt parking lot at dusk. The rough, dark surface of the pavement is a mosaic of tar and fine aggregate, stretching into a soft background beneath the cool, fading twilight. In the foreground, a lone, empty aluminum can lies on its side, its metallic sheen catching the last vestiges of daylight. The massive black rubber tread of the heavy vehicle's tire rolls slowly and relentlessly into the frame, its deeply grooved and textured surface appearing like a mountain from this angle. As the tire makes contact, the rubber deforms slightly, enveloping the can, which begins to buckle and collapse with a violent, silent grace. The metal wrinkles and creases, folding inward, its newly formed jagged edges gleaming with a sharp, bright light, visually echoing the raw vibration and material pressure of the impact. The full weight of the vehicle bears down, flattening the can into a twisted disc on the pavement, the raw physical stress evident in every ripple and tear of the shattered aluminum. The tire continues to roll deliberately, leaving behind a squashed remnant that testifies to the overwhelming power captured in this incredibly detailed, visceral moment.", + "seed": 12928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_1728_seed_12928_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07676976015791297, + "vlm_logprob": -0.07676976015791297, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.07676976015791297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049308713525533676 + ], + "opposite_logprob_tokens": [ + -3.7993087768554688 + ], + "logprob_reward": -0.049308713525533676, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.049308713525533676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1054881289601326, + 0.13596130907535553, + 0.0866185650229454, + 0.06261042505502701, + 0.15506824851036072, + 0.04456626996397972, + 0.0659174993634224, + 0.03252176567912102, + 0.05586006119847298, + 0.25538769364356995 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.049308713525533676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135544061660767 + ], + "opposite_logprob_tokens": [ + -1.406355381011963 + ], + "logprob_reward": -0.28135544061660767, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135544061660767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07952424138784409, + 0.1303418129682541, + 0.34807834029197693, + 0.11732131987810135, + 0.07443736493587494, + 0.031114453449845314, + 0.030064690858125687, + 0.03765344247221947, + 0.03040286712348461, + 0.12106146663427353 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.28135544061660767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002499910071492195 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.002499910071492195, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002499910071492195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15304529666900635, + 0.24022121727466583, + 0.16983115673065186, + 0.13327236473560333, + 0.05574938654899597, + 0.03055533953011036, + 0.028848199173808098, + 0.055646780878305435, + 0.029850482940673828, + 0.10297980159521103 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.002499910071492195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11314927041530609, + 0.09214890003204346, + 0.1167234480381012, + 0.11263073980808258, + 0.15070195496082306, + 0.06412343680858612, + 0.09375478327274323, + 0.05421162024140358, + 0.07791502773761749, + 0.12464076280593872 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.007630014326423407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054722249507904 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054722249507904, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054722249507904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13647785782814026, + 0.17158330976963043, + 0.07639022171497345, + 0.06701165437698364, + 0.09904620051383972, + 0.05247116833925247, + 0.028580080717802048, + 0.03420817852020264, + 0.05220673978328705, + 0.28202465176582336 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.043054722249507904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion macro shot captures a powerful scene from a dramatic low angle, the camera positioned statically, mere inches from the surface of a clear, dry asphalt parking lot at dusk. The rough, dark surface of the pavement is a mosaic of tar and fine aggregate, stretching into a soft background beneath the cool, fading twilight. In the foreground, a lone, empty aluminum can lies on its side, its metallic sheen catching the last vestiges of daylight. The massive black rubber tread of the heavy vehicle's tire rolls slowly and relentlessly into the frame, its deeply grooved and textured surface appearing like a mountain from this angle. As the tire makes contact, the rubber deforms slightly, enveloping the can, which begins to buckle and collapse with a violent, silent grace. The metal wrinkles and creases, folding inward, its newly formed jagged edges gleaming with a sharp, bright light, visually echoing the raw vibration and material pressure of the impact. The full weight of the vehicle bears down, flattening the can into a twisted disc on the pavement, the raw physical stress evident in every ripple and tear of the shattered aluminum. The tire continues to roll deliberately, leaving behind a squashed remnant that testifies to the overwhelming power captured in this incredibly detailed, visceral moment.", + "seed": 12929, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_1728_seed_12929_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.32392906772438435, + "vlm_logprob": -0.32392906772438435, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.32392906772438435, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06297429651021957 + ], + "opposite_logprob_tokens": [ + -3.562974214553833 + ], + "logprob_reward": -0.06297429651021957, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.06297429651021957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0816774070262909, + 0.06099769473075867, + 0.07572020590305328, + 0.036423467099666595, + 0.1720954179763794, + 0.07101143151521683, + 0.15023712813854218, + 0.07415145635604858, + 0.02557230181992054, + 0.2521135210990906 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.06297429651021957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020824670791626 + ], + "opposite_logprob_tokens": [ + -0.2520824670791626 + ], + "logprob_reward": -1.5020824670791626, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020824670791626, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11793738603591919, + 0.024339357390999794, + 0.07367236167192459, + 0.04572781175374985, + 0.11489077657461166, + 0.16886311769485474, + 0.05277283117175102, + 0.22236479818820953, + 0.07019217312335968, + 0.1092393696308136 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -1.5020824670791626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017284705536440015 + ], + "opposite_logprob_tokens": [ + -6.376728534698486 + ], + "logprob_reward": -0.0017284705536440015, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017284705536440015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10138069838285446, + 0.0628029853105545, + 0.11426068842411041, + 0.061425965279340744, + 0.1242809072136879, + 0.18418368697166443, + 0.10837113112211227, + 0.12298348546028137, + 0.040046919137239456, + 0.08026355504989624 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0017284705536440015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979179609566927 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.00979179609566927, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979179609566927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20348241925239563, + 0.036387354135513306, + 0.1363634467124939, + 0.05888422951102257, + 0.060672491788864136, + 0.13547934591770172, + 0.14437860250473022, + 0.12045995146036148, + 0.04817819967865944, + 0.05571397766470909 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00979179609566927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043068308383226395 + ], + "opposite_logprob_tokens": [ + -3.1680684089660645 + ], + "logprob_reward": -0.043068308383226395, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043068308383226395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12066194415092468, + 0.038587912917137146, + 0.08994421362876892, + 0.054435066878795624, + 0.22373802959918976, + 0.13325324654579163, + 0.08518479019403458, + 0.0972837507724762, + 0.041955720633268356, + 0.11495532840490341 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.043068308383226395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion macro shot captures a powerful scene from a dramatic low angle, the camera positioned statically, mere inches from the surface of a clear, dry asphalt parking lot at dusk. The rough, dark surface of the pavement is a mosaic of tar and fine aggregate, stretching into a soft background beneath the cool, fading twilight. In the foreground, a lone, empty aluminum can lies on its side, its metallic sheen catching the last vestiges of daylight. The massive black rubber tread of the heavy vehicle's tire rolls slowly and relentlessly into the frame, its deeply grooved and textured surface appearing like a mountain from this angle. As the tire makes contact, the rubber deforms slightly, enveloping the can, which begins to buckle and collapse with a violent, silent grace. The metal wrinkles and creases, folding inward, its newly formed jagged edges gleaming with a sharp, bright light, visually echoing the raw vibration and material pressure of the impact. The full weight of the vehicle bears down, flattening the can into a twisted disc on the pavement, the raw physical stress evident in every ripple and tear of the shattered aluminum. The tire continues to roll deliberately, leaving behind a squashed remnant that testifies to the overwhelming power captured in this incredibly detailed, visceral moment.", + "seed": 12930, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_1728_seed_12930_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07217491380870342, + "vlm_logprob": -0.07217491380870342, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07217491380870342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.037274181842803955 + ], + "opposite_logprob_tokens": [ + -3.662274122238159 + ], + "logprob_reward": -0.037274181842803955, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.037274181842803955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.287031888961792, + 0.12232798337936401, + 0.06981800496578217, + 0.05025085061788559, + 0.08310767263174057, + 0.0695091113448143, + 0.05528764799237251, + 0.04681432247161865, + 0.13938909769058228, + 0.07646350562572479 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.037274181842803955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521389126777649 + ], + "opposite_logprob_tokens": [ + -1.5021388530731201 + ], + "logprob_reward": -0.2521389126777649, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521389126777649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24709178507328033, + 0.36882930994033813, + 0.036424025893211365, + 0.05311466380953789, + 0.08947732299566269, + 0.031543705612421036, + 0.03396470099687576, + 0.01624440774321556, + 0.07515131682157516, + 0.048158712685108185 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.2521389126777649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067496877163648605 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.0067496877163648605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067496877163648605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5453084707260132, + 0.07747327536344528, + 0.05221382528543472, + 0.03377382457256317, + 0.04536830633878708, + 0.04841427877545357, + 0.032838087528944016, + 0.02654268592596054, + 0.10364799201488495, + 0.03441920131444931 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0067496877163648605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068249940872192 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068249940872192, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068249940872192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21831093728542328, + 0.27366846799850464, + 0.03727083280682564, + 0.08560483902692795, + 0.08954588323831558, + 0.042356230318546295, + 0.03916291519999504, + 0.04559147730469704, + 0.0956188291311264, + 0.07286960631608963 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.016068249940872192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864353686571121 + ], + "opposite_logprob_tokens": [ + -3.0486435890197754 + ], + "logprob_reward": -0.04864353686571121, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864353686571121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2694607675075531, + 0.2851702868938446, + 0.07595133036375046, + 0.07205027341842651, + 0.10000355541706085, + 0.05957009270787239, + 0.029302621260285378, + 0.04191295802593231, + 0.03099616803228855, + 0.03558198735117912 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04864353686571121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely slow-motion macro shot captures a powerful scene from a dramatic low angle, the camera positioned statically, mere inches from the surface of a clear, dry asphalt parking lot at dusk. The rough, dark surface of the pavement is a mosaic of tar and fine aggregate, stretching into a soft background beneath the cool, fading twilight. In the foreground, a lone, empty aluminum can lies on its side, its metallic sheen catching the last vestiges of daylight. The massive black rubber tread of the heavy vehicle's tire rolls slowly and relentlessly into the frame, its deeply grooved and textured surface appearing like a mountain from this angle. As the tire makes contact, the rubber deforms slightly, enveloping the can, which begins to buckle and collapse with a violent, silent grace. The metal wrinkles and creases, folding inward, its newly formed jagged edges gleaming with a sharp, bright light, visually echoing the raw vibration and material pressure of the impact. The full weight of the vehicle bears down, flattening the can into a twisted disc on the pavement, the raw physical stress evident in every ripple and tear of the shattered aluminum. The tire continues to roll deliberately, leaving behind a squashed remnant that testifies to the overwhelming power captured in this incredibly detailed, visceral moment.", + "seed": 12931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_8/index_1728_seed_12931_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2004953667987138, + "vlm_logprob": -0.2004953667987138, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.2004953667987138, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06251637637615204 + ], + "opposite_logprob_tokens": [ + -4.312516212463379 + ], + "logprob_reward": -0.06251637637615204, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.06251637637615204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10647875815629959, + 0.048800334334373474, + 0.09891318529844284, + 0.13899268209934235, + 0.10277668386697769, + 0.18022260069847107, + 0.08403617143630981, + 0.135260209441185, + 0.04515434429049492, + 0.059365082532167435 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.06251637637615204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983156681060791 + ], + "opposite_logprob_tokens": [ + -0.5233156681060791 + ], + "logprob_reward": -0.8983156681060791, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983156681060791, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.051814787089824677, + 0.021362746134400368, + 0.02610963024199009, + 0.03204834461212158, + 0.031014908105134964, + 0.13007986545562744, + 0.041615549474954605, + 0.6361843347549438, + 0.011973143555223942, + 0.017796743661165237 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.8983156681060791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032076595816761255 + ], + "opposite_logprob_tokens": [ + -5.753207683563232 + ], + "logprob_reward": -0.0032076595816761255, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032076595816761255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1251772791147232, + 0.04675506800413132, + 0.05704202130436897, + 0.08180613070726395, + 0.03871995583176613, + 0.07138566672801971, + 0.06101660430431366, + 0.38786694407463074, + 0.03750721365213394, + 0.09272308647632599 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0032076595816761255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10697216540575027, + 0.05165598541498184, + 0.10085438936948776, + 0.05255965515971184, + 0.03708600252866745, + 0.15836624801158905, + 0.08465691655874252, + 0.30024799704551697, + 0.025175420567393303, + 0.08242521435022354 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view taken from a static low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a clear, dry asphalt parking lot at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone, empty aluminum can lying on its side visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive black rubber tire roll into the frame and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979554422199726 + ], + "opposite_logprob_tokens": [ + -3.5297956466674805 + ], + "logprob_reward": -0.02979554422199726, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979554422199726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060216862708330154, + 0.080154187977314, + 0.04559698328375816, + 0.11336778104305267, + 0.0717756450176239, + 0.08719844371080399, + 0.07180327922105789, + 0.39236581325531006, + 0.03710009530186653, + 0.040420930832624435 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.02979554422199726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_tensor([9206, 9206])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_tensor([9206, 9206])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f0858eadd8fa1bfd24d2be04f693f4791264d20 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_tensor([9206, 9206])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, taken at eye level, captures a man in his thirties with short, dark brown hair and a neatly trimmed beard and mustache, standing on a city street at dusk. He wears a thick, dark gray wool scarf tied loosely around his neck, wrapped loosely around a navy blue peacock coat. As he looks directly into the camera, a warm, genuine smile illuminates his face, his eyes crinkling at the corners, creating a personal and inviting connection. The background depicts a bustling urban environment; behind him is a pizza parlor with a red brick facade and large windows that shimmer with warm interior light. Mounted above the window, a vibrant red neon sign spelling \"PIZZA\" in handwritten script casts a soft red hue on the man's shoulders and the damp sidewalk. Along the curb, several sleek cars parked reflect the mixed light of the neon sign and the overhead streetlights. In the soft-focus background, the blurred figures of several people can be seen walking by, their movements adding to the scene's dynamic yet unstaged feel. The overall atmosphere is casual and candid, capturing heartwarming moments against the cool blue of twilight and the warm, lively glow of the city.", + "seed": 19405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_9206_seed_19405_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04465306019410491, + "vlm_logprob": -0.04465306019410491, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04465306019410491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007388173136860132 + ], + "opposite_logprob_tokens": [ + -5.007388114929199 + ], + "logprob_reward": -0.007388173136860132, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007388173136860132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10642674565315247, + 0.05177095904946327, + 0.11902353912591934, + 0.09775970131158829, + 0.1587720662355423, + 0.1159086674451828, + 0.036003559827804565, + 0.0808822363615036, + 0.11801628023386002, + 0.11543623358011246 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.007388173136860132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820661872625351 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820661872625351, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820661872625351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20499436557292938, + 0.07919616997241974, + 0.11551150679588318, + 0.03138252720236778, + 0.12217196077108383, + 0.03413587436079979, + 0.04317733645439148, + 0.051687851548194885, + 0.1492181271314621, + 0.16852426528930664 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01820661872625351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11081955581903458, + 0.06705252826213837, + 0.0852230116724968, + 0.08104845881462097, + 0.1176072359085083, + 0.038763295859098434, + 0.053168103098869324, + 0.09382709860801697, + 0.09477276355028152, + 0.25771793723106384 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987382411956787 + ], + "opposite_logprob_tokens": [ + -1.8048738241195679 + ], + "logprob_reward": -0.17987382411956787, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987382411956787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13511665165424347, + 0.15561336278915405, + 0.19027508795261383, + 0.030586551874876022, + 0.10175955295562744, + 0.05337797477841377, + 0.03061981126666069, + 0.04199398681521416, + 0.0909385159611702, + 0.16971854865550995 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.17987382411956787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542534619569778 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542534619569778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542534619569778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20031848549842834, + 0.03963181748986244, + 0.12264695763587952, + 0.0349261648952961, + 0.10446140170097351, + 0.1851736605167389, + 0.031052134931087494, + 0.16686472296714783, + 0.03702226281166077, + 0.07790245115756989 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.012542534619569778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a man in his thirties with short, dark brown hair and a neatly trimmed beard and mustache, standing on a city street at dusk. He wears a thick, dark gray wool scarf tied loosely around his neck, wrapped loosely around a navy blue peacock coat. As he looks directly into the camera, a warm, genuine smile illuminates his face, his eyes crinkling at the corners, creating a personal and inviting connection. The background depicts a bustling urban environment; behind him is a pizza parlor with a red brick facade and large windows that shimmer with warm interior light. Mounted above the window, a vibrant red neon sign spelling \"PIZZA\" in handwritten script casts a soft red hue on the man's shoulders and the damp sidewalk. Along the curb, several sleek cars parked reflect the mixed light of the neon sign and the overhead streetlights. In the soft-focus background, the blurred figures of several people can be seen walking by, their movements adding to the scene's dynamic yet unstaged feel. The overall atmosphere is casual and candid, capturing heartwarming moments against the cool blue of twilight and the warm, lively glow of the city.", + "seed": 19406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_9206_seed_19406_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0800868783146143, + "vlm_logprob": -0.0800868783146143, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0800868783146143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017014019191265106 + ], + "opposite_logprob_tokens": [ + -4.142014026641846 + ], + "logprob_reward": -0.017014019191265106, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017014019191265106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1052202582359314, + 0.07178088277578354, + 0.03318207338452339, + 0.04658965393900871, + 0.025693560019135475, + 0.054765135049819946, + 0.18662376701831818, + 0.05889563262462616, + 0.3803991973400116, + 0.03684987500309944 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.017014019191265106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088897362351418 + ], + "opposite_logprob_tokens": [ + -4.141088962554932 + ], + "logprob_reward": -0.016088897362351418, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088897362351418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08072979003190994, + 0.12310612201690674, + 0.03413235396146774, + 0.021041467785835266, + 0.01306524034589529, + 0.026077233254909515, + 0.02579890377819538, + 0.03417402133345604, + 0.620042622089386, + 0.021832242608070374 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.016088897362351418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081933043897152 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081933043897152, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081933043897152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12402848154306412, + 0.07392790168523788, + 0.17335067689418793, + 0.07888631522655487, + 0.08304990082979202, + 0.12725216150283813, + 0.04638628289103508, + 0.09705330431461334, + 0.14846138656139374, + 0.047603607177734375 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.011081933043897152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486126661300659 + ], + "opposite_logprob_tokens": [ + -1.223612666130066 + ], + "logprob_reward": -0.3486126661300659, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486126661300659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1101452186703682, + 0.22555945813655853, + 0.1586177796125412, + 0.025851577520370483, + 0.022359885275363922, + 0.0605037547647953, + 0.08169558644294739, + 0.023906908929347992, + 0.2539685368537903, + 0.0373912937939167 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.3486126661300659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636875845491886 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007636875845491886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636875845491886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04657483845949173, + 0.34376370906829834, + 0.04368942603468895, + 0.062048301100730896, + 0.16452956199645996, + 0.16831262409687042, + 0.03806067258119583, + 0.028316207230091095, + 0.07824641466140747, + 0.026458267122507095 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.007636875845491886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a man in his thirties with short, dark brown hair and a neatly trimmed beard and mustache, standing on a city street at dusk. He wears a thick, dark gray wool scarf tied loosely around his neck, wrapped loosely around a navy blue peacock coat. As he looks directly into the camera, a warm, genuine smile illuminates his face, his eyes crinkling at the corners, creating a personal and inviting connection. The background depicts a bustling urban environment; behind him is a pizza parlor with a red brick facade and large windows that shimmer with warm interior light. Mounted above the window, a vibrant red neon sign spelling \"PIZZA\" in handwritten script casts a soft red hue on the man's shoulders and the damp sidewalk. Along the curb, several sleek cars parked reflect the mixed light of the neon sign and the overhead streetlights. In the soft-focus background, the blurred figures of several people can be seen walking by, their movements adding to the scene's dynamic yet unstaged feel. The overall atmosphere is casual and candid, capturing heartwarming moments against the cool blue of twilight and the warm, lively glow of the city.", + "seed": 19407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_9206_seed_19407_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03685929505154491, + "vlm_logprob": -0.03685929505154491, + "vlm_yes_no_margin": 4.124999976158142, + "vlm_token_credit": -0.03685929505154491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006774553097784519 + ], + "opposite_logprob_tokens": [ + -5.131774425506592 + ], + "logprob_reward": -0.006774553097784519, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006774553097784519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4026561975479126, + 0.04776793345808983, + 0.01946430280804634, + 0.024252936244010925, + 0.0254511795938015, + 0.037752505391836166, + 0.02989049442112446, + 0.028169991448521614, + 0.034756310284137726, + 0.3498381972312927 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.006774553097784519 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207790330052376 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207790330052376, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207790330052376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21372021734714508, + 0.20483523607254028, + 0.03588565066456795, + 0.0825769305229187, + 0.03826749324798584, + 0.05841729789972305, + 0.11470763385295868, + 0.05559730902314186, + 0.0297151580452919, + 0.16627709567546844 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018207790330052376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784949012100697 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009784949012100697, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784949012100697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42352333664894104, + 0.07822046428918839, + 0.08020535111427307, + 0.0998397246003151, + 0.01841113343834877, + 0.037061139941215515, + 0.06743069738149643, + 0.0842718854546547, + 0.03177599236369133, + 0.07926029711961746 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.009784949012100697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278991520404816 + ], + "opposite_logprob_tokens": [ + -2.017789840698242 + ], + "logprob_reward": -0.14278991520404816, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14278991520404816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11118656396865845, + 0.05682218074798584, + 0.05009007453918457, + 0.058399323374032974, + 0.05179619416594505, + 0.07107739895582199, + 0.08313103020191193, + 0.189500093460083, + 0.05005265772342682, + 0.27794453501701355 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.14278991520404816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18639253079891205, + 0.020467285066843033, + 0.023246649652719498, + 0.02382160723209381, + 0.023140333592891693, + 0.04554877430200577, + 0.025681879371404648, + 0.06169736012816429, + 0.06470268219709396, + 0.5253008604049683 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.006739267613738775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a man in his thirties with short, dark brown hair and a neatly trimmed beard and mustache, standing on a city street at dusk. He wears a thick, dark gray wool scarf tied loosely around his neck, wrapped loosely around a navy blue peacock coat. As he looks directly into the camera, a warm, genuine smile illuminates his face, his eyes crinkling at the corners, creating a personal and inviting connection. The background depicts a bustling urban environment; behind him is a pizza parlor with a red brick facade and large windows that shimmer with warm interior light. Mounted above the window, a vibrant red neon sign spelling \"PIZZA\" in handwritten script casts a soft red hue on the man's shoulders and the damp sidewalk. Along the curb, several sleek cars parked reflect the mixed light of the neon sign and the overhead streetlights. In the soft-focus background, the blurred figures of several people can be seen walking by, their movements adding to the scene's dynamic yet unstaged feel. The overall atmosphere is casual and candid, capturing heartwarming moments against the cool blue of twilight and the warm, lively glow of the city.", + "seed": 19408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000197/group_9/index_9206_seed_19408_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016970958840101958, + "vlm_logprob": -0.016970958840101958, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.016970958840101958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008830307051539421 + ], + "opposite_logprob_tokens": [ + -4.8838300704956055 + ], + "logprob_reward": -0.008830307051539421, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008830307051539421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37431809306144714, + 0.03805059567093849, + 0.1142599806189537, + 0.03462250530719757, + 0.030098188668489456, + 0.26352331042289734, + 0.04004562273621559, + 0.030365485697984695, + 0.03396656736731529, + 0.04074973240494728 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008830307051539421 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321963846683502 + ], + "opposite_logprob_tokens": [ + -3.7733218669891357 + ], + "logprob_reward": -0.023321963846683502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321963846683502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43500399589538574, + 0.057358287274837494, + 0.1546424776315689, + 0.04779870808124542, + 0.03218211606144905, + 0.05332934856414795, + 0.05915619060397148, + 0.07546019554138184, + 0.028924992308020592, + 0.056143682450056076 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023321963846683502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953910294920206 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953910294920206, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953910294920206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3122217357158661, + 0.13188160955905914, + 0.09205532819032669, + 0.10408437252044678, + 0.06173596903681755, + 0.05541567504405975, + 0.055053289979696274, + 0.06277699023485184, + 0.07323458790779114, + 0.05154045298695564 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005953910294920206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810407221317291 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810407221317291, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810407221317291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24353186786174774, + 0.06176353618502617, + 0.4433576166629791, + 0.03525744378566742, + 0.03997647762298584, + 0.016896722838282585, + 0.05979223921895027, + 0.020826945081353188, + 0.028970330953598022, + 0.04962683469057083 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03810407221317291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his thirties with short dark brown hair and a neatly trimmed beard and mustache?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark gray wool scarf and a navy blue peacock coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man standing on a city street at dusk with a pizza parlor featuring a red brick facade and a red neon 'PIZZA' sign in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shot framed as a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man looking directly into the camera with a warm, genuine smile that causes his eyes to crinkle at the corners?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11280325055122375, + 0.08804186433553696, + 0.08323442190885544, + 0.05554502457380295, + 0.05427182838320732, + 0.3037177622318268, + 0.07140658795833588, + 0.08467382192611694, + 0.06238066405057907, + 0.08392469584941864 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.008644540794193745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_tensor([5368, 5368])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_tensor([5368, 5368])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..603c77d2542c15c00b5ed15a644351a7b4d23ab7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_tensor([5368, 5368])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a sweeping, wide shot, the camera steadily tracks a golden Chinese dragon, gently tilting downward to capture its majestic descent into the deep sea. This sacred, ancient dragon's massive, sinuous form rhythmically rises and falls, each scale like a finely sculpted golden armor. Amidst the gloom, it emanates a soft, warm inner glow, serving as the sole source of light for the entire scene. As it calmly descends into the deep, inky blue waters, its massive form gracefully churns the currents, creating powerful eddies and streams of fine bubbles in its wake. These bubbles, along with tiny particles suspended in the water, are illuminated by the dragon's divine aura, forming a dreamlike trail of light. Its slender whiskers sway with the current, while its piercing eyes gleam with an amber glow. The contrast between warm gold and cool deep blue creates a mysterious atmosphere of solemnity, tranquility, and immense power.", + "seed": 27845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_5368_seed_27845_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017963523766957222, + "vlm_logprob": -0.017963523766957222, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.017963523766957222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006865601986646652 + ], + "opposite_logprob_tokens": [ + -5.131865501403809 + ], + "logprob_reward": -0.006865601986646652, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006865601986646652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2844718098640442, + 0.11294639855623245, + 0.05580321326851845, + 0.07880867272615433, + 0.07385468482971191, + 0.13762781023979187, + 0.0652877539396286, + 0.0869361087679863, + 0.03459712117910385, + 0.06966638565063477 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.006865601986646652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002004235982895 + ], + "opposite_logprob_tokens": [ + -2.6950199604034424 + ], + "logprob_reward": -0.07002004235982895, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002004235982895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45211169123649597, + 0.07302115857601166, + 0.034921396523714066, + 0.02734259143471718, + 0.06037108972668648, + 0.07934226095676422, + 0.11986495554447174, + 0.057099100202322006, + 0.05562402680516243, + 0.04030166566371918 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07002004235982895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010443239007145166 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010443239007145166, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010443239007145166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6129848957061768, + 0.03967498242855072, + 0.054701607674360275, + 0.030162503942847252, + 0.058486197143793106, + 0.04842645302414894, + 0.033677615225315094, + 0.041799742728471756, + 0.04377948120236397, + 0.036306533962488174 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0010443239007145166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46657294034957886, + 0.048833612352609634, + 0.11221478879451752, + 0.051239974796772, + 0.07833927124738693, + 0.033444177359342575, + 0.030450748279690742, + 0.10202843695878983, + 0.03052084892988205, + 0.046355172991752625 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008123196894302964 + ], + "opposite_logprob_tokens": [ + -7.125812530517578 + ], + "logprob_reward": -0.0008123196894302964, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008123196894302964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2004033476114273, + 0.0675383061170578, + 0.05921047553420067, + 0.029682781547307968, + 0.0588398203253746, + 0.027921389788389206, + 0.06633289158344269, + 0.05882517620921135, + 0.20267710089683533, + 0.22856874763965607 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0008123196894302964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, wide shot, the camera steadily tracks a golden Chinese dragon, gently tilting downward to capture its majestic descent into the deep sea. This sacred, ancient dragon's massive, sinuous form rhythmically rises and falls, each scale like a finely sculpted golden armor. Amidst the gloom, it emanates a soft, warm inner glow, serving as the sole source of light for the entire scene. As it calmly descends into the deep, inky blue waters, its massive form gracefully churns the currents, creating powerful eddies and streams of fine bubbles in its wake. These bubbles, along with tiny particles suspended in the water, are illuminated by the dragon's divine aura, forming a dreamlike trail of light. Its slender whiskers sway with the current, while its piercing eyes gleam with an amber glow. The contrast between warm gold and cool deep blue creates a mysterious atmosphere of solemnity, tranquility, and immense power.", + "seed": 27846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_5368_seed_27846_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024023837212007494, + "vlm_logprob": -0.024023837212007494, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.024023837212007494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04395444318652153 + ], + "opposite_logprob_tokens": [ + -3.168954372406006 + ], + "logprob_reward": -0.04395444318652153, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04395444318652153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11843838542699814, + 0.12744386494159698, + 0.24249367415905, + 0.04845496267080307, + 0.10336794704198837, + 0.16677303612232208, + 0.026424948126077652, + 0.020834406837821007, + 0.11739605665206909, + 0.028372695669531822 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.04395444318652153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054964564740657806 + ], + "opposite_logprob_tokens": [ + -2.929964542388916 + ], + "logprob_reward": -0.054964564740657806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054964564740657806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08979286253452301, + 0.16226282715797424, + 0.06429947167634964, + 0.04697933420538902, + 0.09741172939538956, + 0.06700178980827332, + 0.04979926347732544, + 0.13885413110256195, + 0.26030758023262024, + 0.02329106628894806 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.054964564740657806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021996130235493183 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021996130235493183, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021996130235493183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20411241054534912, + 0.1536683291196823, + 0.07135418057441711, + 0.07353892922401428, + 0.07393686473369598, + 0.09295365959405899, + 0.04970317333936691, + 0.0751924067735672, + 0.1641489863395691, + 0.041391000151634216 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0021996130235493183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188007175922394 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188007175922394, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188007175922394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15551483631134033, + 0.21425804495811462, + 0.08775816857814789, + 0.06085503473877907, + 0.15980492532253265, + 0.08668854832649231, + 0.030492199584841728, + 0.0706472098827362, + 0.07687901705503464, + 0.05710195377469063 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.018188007175922394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008125579333864152 + ], + "opposite_logprob_tokens": [ + -7.125812530517578 + ], + "logprob_reward": -0.0008125579333864152, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008125579333864152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08443856239318848, + 0.18634311854839325, + 0.08299543708562851, + 0.041772861033678055, + 0.1362447887659073, + 0.025704745203256607, + 0.04023902118206024, + 0.07073406130075455, + 0.27784740924835205, + 0.05368002876639366 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0008125579333864152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, wide shot, the camera steadily tracks a golden Chinese dragon, gently tilting downward to capture its majestic descent into the deep sea. This sacred, ancient dragon's massive, sinuous form rhythmically rises and falls, each scale like a finely sculpted golden armor. Amidst the gloom, it emanates a soft, warm inner glow, serving as the sole source of light for the entire scene. As it calmly descends into the deep, inky blue waters, its massive form gracefully churns the currents, creating powerful eddies and streams of fine bubbles in its wake. These bubbles, along with tiny particles suspended in the water, are illuminated by the dragon's divine aura, forming a dreamlike trail of light. Its slender whiskers sway with the current, while its piercing eyes gleam with an amber glow. The contrast between warm gold and cool deep blue creates a mysterious atmosphere of solemnity, tranquility, and immense power.", + "seed": 27847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_5368_seed_27847_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012742094846908003, + "vlm_logprob": -0.012742094846908003, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.012742094846908003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005883992183953524 + ], + "opposite_logprob_tokens": [ + -5.255884170532227 + ], + "logprob_reward": -0.005883992183953524, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005883992183953524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07668054848909378, + 0.1718677580356598, + 0.3840167224407196, + 0.08396865427494049, + 0.04940023645758629, + 0.034404072910547256, + 0.029856815934181213, + 0.059172485023736954, + 0.014502869918942451, + 0.09612976014614105 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.005883992183953524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660341650247574 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.048660341650247574, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660341650247574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018308624625205994, + 0.02417765185236931, + 0.8074082136154175, + 0.04939816892147064, + 0.017817717045545578, + 0.015436595305800438, + 0.009487586095929146, + 0.029879005625844002, + 0.011405148543417454, + 0.016681285575032234 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.048660341650247574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009199915803037584 + ], + "opposite_logprob_tokens": [ + -7.000919818878174 + ], + "logprob_reward": -0.0009199915803037584, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009199915803037584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011315073817968369, + 0.05212724581360817, + 0.8486179113388062, + 0.03391179442405701, + 0.008713983930647373, + 0.008890322409570217, + 0.00809575617313385, + 0.006300489418208599, + 0.009198798798024654, + 0.012828575447201729 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0009199915803037584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035566944628953934, + 0.039958320558071136, + 0.648097813129425, + 0.05728122219443321, + 0.055581655353307724, + 0.05217369273304939, + 0.02333880215883255, + 0.042889174073934555, + 0.01582195796072483, + 0.029290413483977318 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510551548562944 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510551548562944, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510551548562944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027065929025411606, + 0.07993188500404358, + 0.6819804906845093, + 0.07190944254398346, + 0.022531909868121147, + 0.03455786034464836, + 0.026130564510822296, + 0.01296614296734333, + 0.012223592028021812, + 0.030702203512191772 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.001510551548562944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, wide shot, the camera steadily tracks a golden Chinese dragon, gently tilting downward to capture its majestic descent into the deep sea. This sacred, ancient dragon's massive, sinuous form rhythmically rises and falls, each scale like a finely sculpted golden armor. Amidst the gloom, it emanates a soft, warm inner glow, serving as the sole source of light for the entire scene. As it calmly descends into the deep, inky blue waters, its massive form gracefully churns the currents, creating powerful eddies and streams of fine bubbles in its wake. These bubbles, along with tiny particles suspended in the water, are illuminated by the dragon's divine aura, forming a dreamlike trail of light. Its slender whiskers sway with the current, while its piercing eyes gleam with an amber glow. The contrast between warm gold and cool deep blue creates a mysterious atmosphere of solemnity, tranquility, and immense power.", + "seed": 27848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_0/index_5368_seed_27848_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019948790257330984, + "vlm_logprob": -0.019948790257330984, + "vlm_yes_no_margin": 5.55, + "vlm_token_credit": -0.019948790257330984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00223708082921803 + ], + "opposite_logprob_tokens": [ + -6.252236843109131 + ], + "logprob_reward": -0.00223708082921803, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00223708082921803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14740681648254395, + 0.041045866906642914, + 0.03612598031759262, + 0.14623183012008667, + 0.09039438515901566, + 0.1586070954799652, + 0.15619619190692902, + 0.11182737350463867, + 0.04993114247918129, + 0.06223335117101669 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.00223708082921803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901634067296982 + ], + "opposite_logprob_tokens": [ + -2.4640164375305176 + ], + "logprob_reward": -0.08901634067296982, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901634067296982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0762839987874031, + 0.06730732321739197, + 0.06147538870573044, + 0.18281853199005127, + 0.11900603771209717, + 0.058985110372304916, + 0.14646798372268677, + 0.11370676010847092, + 0.051406171172857285, + 0.12254275381565094 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.08901634067296982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010408704401925206 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010408704401925206, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010408704401925206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1586988866329193, + 0.1227794662117958, + 0.08453753590583801, + 0.08900630474090576, + 0.05357658118009567, + 0.06504104286432266, + 0.09546685963869095, + 0.1625986248254776, + 0.07122448086738586, + 0.09707017987966537 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0010408704401925206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2009878009557724, + 0.05271214246749878, + 0.11095605045557022, + 0.10422256588935852, + 0.05414450913667679, + 0.07776524871587753, + 0.12665896117687225, + 0.10114900022745132, + 0.033230334520339966, + 0.13817335665225983 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.006733110640197992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a golden Chinese dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide and tracking the dragon while tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment deep, inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dragon emit a soft, warm inner glow that serves as the sole light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are fine bubbles and particles visible in the water illuminated by the dragon's glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007165487040765584 + ], + "opposite_logprob_tokens": [ + -7.250716686248779 + ], + "logprob_reward": -0.0007165487040765584, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007165487040765584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14095380902290344, + 0.030621076002717018, + 0.028970735147595406, + 0.05558580160140991, + 0.07314383238554001, + 0.41562071442604065, + 0.048521894961595535, + 0.06995918601751328, + 0.07542935013771057, + 0.061193592846393585 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0007165487040765584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_tensor([8717, 8717])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_tensor([8717, 8717])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c82f5aef3053be571e74c200dbe6317439454d1b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_tensor([8717, 8717])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up opens on a single, glistening droplet clinging precariously to the vertical brushed surface of a cold, stainless steel bottle. The camera remains static, capturing the droplet's perfectly hemispherical shape as it refracts the soft, warm light of the room lamp, creating a miniature, distorted world within its transparent body. The bottle's matte steel surface is coated in a fine mist of condensation, with dozens of smaller droplets surrounding the main body. The camera observes these smaller droplets being drawn one by one into the central mass, causing it to tremble and visibly expand, its surface tension straining. When the droplet's weight reaches a critical point, it begins to elongate downward; at this point, the camera begins a slow, steady downward tilt, perfectly tracking the action. Under the relentless pull of gravity, the droplet deliberately slides along the metal surface in a straight, clean path, leaving a faint, damp trail. The camera follows its descent until it gently touches the edge of a small, still pool of water at the bottle's base, which rests on a dark, richly textured wooden surface. The final fusion is a soft, silent blend, as the droplets lose their individual form, sending out a single, subtle concentric ripple in the pool, creating a quiet, naturally physical atmosphere of tranquility and focus.", + "seed": 15346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_8717_seed_15346_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025967854913324116, + "vlm_logprob": -0.025967854913324116, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.025967854913324116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007464020978659391 + ], + "opposite_logprob_tokens": [ + -5.0074639320373535 + ], + "logprob_reward": -0.007464020978659391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007464020978659391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389039754867554, + 0.036497440189123154, + 0.040963064879179, + 0.11533498018980026, + 0.01136914361268282, + 0.05385372415184975, + 0.49584493041038513, + 0.06931320577859879, + 0.05768721550703049, + 0.055245913565158844 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.007464020978659391 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011118951253592968 + ], + "opposite_logprob_tokens": [ + -4.5111188888549805 + ], + "logprob_reward": -0.011118951253592968, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011118951253592968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12226629257202148, + 0.03101092390716076, + 0.04565691575407982, + 0.20224620401859283, + 0.040522728115320206, + 0.1120305061340332, + 0.08323691785335541, + 0.04032162204384804, + 0.1731615662574768, + 0.1495462954044342 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.011118951253592968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967496544122696 + ], + "opposite_logprob_tokens": [ + -2.9299674034118652 + ], + "logprob_reward": -0.054967496544122696, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967496544122696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0901261642575264, + 0.0516933873295784, + 0.03957357630133629, + 0.10833525657653809, + 0.022079359740018845, + 0.02746690809726715, + 0.3190167248249054, + 0.0822625681757927, + 0.10294800996780396, + 0.15649805963039398 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.054967496544122696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866068437695503 + ], + "opposite_logprob_tokens": [ + -3.0486607551574707 + ], + "logprob_reward": -0.04866068437695503, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866068437695503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0959201380610466, + 0.012820295058190823, + 0.01178608275949955, + 0.12254481762647629, + 0.011858959682285786, + 0.04509793967008591, + 0.24115726351737976, + 0.03829028457403183, + 0.37845563888549805, + 0.042068567126989365 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.04866068437695503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10950327664613724, + 0.014727053232491016, + 0.029317239299416542, + 0.08990643918514252, + 0.01767597161233425, + 0.03266691043972969, + 0.29694241285324097, + 0.03544607758522034, + 0.13803745806217194, + 0.23577715456485748 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.007628121413290501 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a single, glistening droplet clinging precariously to the vertical brushed surface of a cold, stainless steel bottle. The camera remains static, capturing the droplet's perfectly hemispherical shape as it refracts the soft, warm light of the room lamp, creating a miniature, distorted world within its transparent body. The bottle's matte steel surface is coated in a fine mist of condensation, with dozens of smaller droplets surrounding the main body. The camera observes these smaller droplets being drawn one by one into the central mass, causing it to tremble and visibly expand, its surface tension straining. When the droplet's weight reaches a critical point, it begins to elongate downward; at this point, the camera begins a slow, steady downward tilt, perfectly tracking the action. Under the relentless pull of gravity, the droplet deliberately slides along the metal surface in a straight, clean path, leaving a faint, damp trail. The camera follows its descent until it gently touches the edge of a small, still pool of water at the bottle's base, which rests on a dark, richly textured wooden surface. The final fusion is a soft, silent blend, as the droplets lose their individual form, sending out a single, subtle concentric ripple in the pool, creating a quiet, naturally physical atmosphere of tranquility and focus.", + "seed": 15347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_8717_seed_15347_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02415134571492672, + "vlm_logprob": -0.02415134571492672, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02415134571492672, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012425392866134644 + ], + "opposite_logprob_tokens": [ + -4.512425422668457 + ], + "logprob_reward": -0.012425392866134644, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012425392866134644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16624443233013153, + 0.1280815303325653, + 0.06444494426250458, + 0.12322211265563965, + 0.0662727877497673, + 0.07993125915527344, + 0.06712182611227036, + 0.1152472198009491, + 0.029665442183613777, + 0.1597684770822525 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012425392866134644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011116004548966885 + ], + "opposite_logprob_tokens": [ + -4.511116027832031 + ], + "logprob_reward": -0.011116004548966885, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011116004548966885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10729531198740005, + 0.11014282703399658, + 0.16500137746334076, + 0.0861145555973053, + 0.07473131269216537, + 0.10064078122377396, + 0.0422566793859005, + 0.08501189947128296, + 0.11196425557136536, + 0.11684101819992065 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.011116004548966885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076302856206894 + ], + "opposite_logprob_tokens": [ + -3.168076276779175 + ], + "logprob_reward": -0.043076302856206894, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076302856206894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15247023105621338, + 0.07362779974937439, + 0.16240912675857544, + 0.18348871171474457, + 0.04250073805451393, + 0.08210823684930801, + 0.040336787700653076, + 0.08170958608388901, + 0.08376441895961761, + 0.0975843071937561 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.043076302856206894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043065112084150314 + ], + "opposite_logprob_tokens": [ + -3.168065071105957 + ], + "logprob_reward": -0.043065112084150314, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043065112084150314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2029566913843155, + 0.09255684167146683, + 0.16931331157684326, + 0.15206369757652283, + 0.08083934336900711, + 0.04488183557987213, + 0.04316965490579605, + 0.08355110883712769, + 0.0661686509847641, + 0.06449886411428452 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.043065112084150314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073916219174862 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011073916219174862, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073916219174862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1448509842157364, + 0.05370873957872391, + 0.04144354164600372, + 0.06840451061725616, + 0.06169426813721657, + 0.0432245172560215, + 0.026757143437862396, + 0.1930130571126938, + 0.04692414030432701, + 0.31997910141944885 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.011073916219174862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a single, glistening droplet clinging precariously to the vertical brushed surface of a cold, stainless steel bottle. The camera remains static, capturing the droplet's perfectly hemispherical shape as it refracts the soft, warm light of the room lamp, creating a miniature, distorted world within its transparent body. The bottle's matte steel surface is coated in a fine mist of condensation, with dozens of smaller droplets surrounding the main body. The camera observes these smaller droplets being drawn one by one into the central mass, causing it to tremble and visibly expand, its surface tension straining. When the droplet's weight reaches a critical point, it begins to elongate downward; at this point, the camera begins a slow, steady downward tilt, perfectly tracking the action. Under the relentless pull of gravity, the droplet deliberately slides along the metal surface in a straight, clean path, leaving a faint, damp trail. The camera follows its descent until it gently touches the edge of a small, still pool of water at the bottle's base, which rests on a dark, richly textured wooden surface. The final fusion is a soft, silent blend, as the droplets lose their individual form, sending out a single, subtle concentric ripple in the pool, creating a quiet, naturally physical atmosphere of tranquility and focus.", + "seed": 15348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_8717_seed_15348_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04748263098299503, + "vlm_logprob": -0.04748263098299503, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.04748263098299503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0306266900151968 + ], + "opposite_logprob_tokens": [ + -3.5306267738342285 + ], + "logprob_reward": -0.0306266900151968, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0306266900151968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07727319002151489, + 0.1572437733411789, + 0.24931982159614563, + 0.03270850330591202, + 0.036285679787397385, + 0.022672535851597786, + 0.06343720108270645, + 0.17794319987297058, + 0.1169731393456459, + 0.06614285707473755 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.0306266900151968 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012589387595653534 + ], + "opposite_logprob_tokens": [ + -4.387589454650879 + ], + "logprob_reward": -0.012589387595653534, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012589387595653534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05387985706329346, + 0.04849875718355179, + 0.6110659241676331, + 0.05489816889166832, + 0.03798159211874008, + 0.0230411309748888, + 0.04924981668591499, + 0.04880553483963013, + 0.0358211025595665, + 0.0367581844329834 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.012589387595653534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906956017017365 + ], + "opposite_logprob_tokens": [ + -2.4640696048736572 + ], + "logprob_reward": -0.08906956017017365, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906956017017365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025377625599503517, + 0.011732968501746655, + 0.8098863363265991, + 0.01487680897116661, + 0.012647447176277637, + 0.014322023838758469, + 0.01992526277899742, + 0.03299904987215996, + 0.04171331226825714, + 0.016519194468855858 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.08906956017017365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206228956580162 + ], + "opposite_logprob_tokens": [ + -2.8120622634887695 + ], + "logprob_reward": -0.06206228956580162, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206228956580162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035706665366888046, + 0.032270632684230804, + 0.4456709325313568, + 0.04981396347284317, + 0.04985036700963974, + 0.029238354414701462, + 0.03826923295855522, + 0.13876961171627045, + 0.09992983937263489, + 0.08048044145107269 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.06206228956580162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306522756814957 + ], + "opposite_logprob_tokens": [ + -3.168065309524536 + ], + "logprob_reward": -0.04306522756814957, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306522756814957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07029446959495544, + 0.03621824085712433, + 0.32797542214393616, + 0.03346487134695053, + 0.03624679520726204, + 0.03261161968111992, + 0.06711110472679138, + 0.1929258108139038, + 0.10326142609119415, + 0.09989021718502045 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.04306522756814957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up opens on a single, glistening droplet clinging precariously to the vertical brushed surface of a cold, stainless steel bottle. The camera remains static, capturing the droplet's perfectly hemispherical shape as it refracts the soft, warm light of the room lamp, creating a miniature, distorted world within its transparent body. The bottle's matte steel surface is coated in a fine mist of condensation, with dozens of smaller droplets surrounding the main body. The camera observes these smaller droplets being drawn one by one into the central mass, causing it to tremble and visibly expand, its surface tension straining. When the droplet's weight reaches a critical point, it begins to elongate downward; at this point, the camera begins a slow, steady downward tilt, perfectly tracking the action. Under the relentless pull of gravity, the droplet deliberately slides along the metal surface in a straight, clean path, leaving a faint, damp trail. The camera follows its descent until it gently touches the edge of a small, still pool of water at the bottle's base, which rests on a dark, richly textured wooden surface. The final fusion is a soft, silent blend, as the droplets lose their individual form, sending out a single, subtle concentric ripple in the pool, creating a quiet, naturally physical atmosphere of tranquility and focus.", + "seed": 15349, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_1/index_8717_seed_15349_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028175955824553966, + "vlm_logprob": -0.028175955824553966, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.028175955824553966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013262271881103516 + ], + "opposite_logprob_tokens": [ + -4.3882622718811035 + ], + "logprob_reward": -0.013262271881103516, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013262271881103516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24934466183185577, + 0.0884060338139534, + 0.08747173845767975, + 0.02947746403515339, + 0.09997447580099106, + 0.08779112249612808, + 0.07483963668346405, + 0.11305605620145798, + 0.03647754713892937, + 0.13316123187541962 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.013262271881103516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012583854608237743 + ], + "opposite_logprob_tokens": [ + -4.3875837326049805 + ], + "logprob_reward": -0.012583854608237743, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012583854608237743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14685262739658356, + 0.30663567781448364, + 0.03979061543941498, + 0.08980979025363922, + 0.09145103394985199, + 0.05770152434706688, + 0.042290300130844116, + 0.04308741167187691, + 0.11100072413682938, + 0.07138032466173172 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.012583854608237743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048674535006284714 + ], + "opposite_logprob_tokens": [ + -3.0486745834350586 + ], + "logprob_reward": -0.048674535006284714, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048674535006284714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09715406596660614, + 0.10365255177021027, + 0.052177079021930695, + 0.34346604347229004, + 0.07226114720106125, + 0.04593091085553169, + 0.06487476825714111, + 0.07512205839157104, + 0.09097428619861603, + 0.05438702926039696 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.048674535006284714 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307139292359352 + ], + "opposite_logprob_tokens": [ + -3.1680715084075928 + ], + "logprob_reward": -0.04307139292359352, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307139292359352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08735689520835876, + 0.0581170953810215, + 0.04098721593618393, + 0.20064981281757355, + 0.07361479848623276, + 0.034843165427446365, + 0.0895969495177269, + 0.16513395309448242, + 0.14118556678295135, + 0.10851451009511948 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.04307139292359352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single glistening droplet clinging to a vertical brushed stainless steel bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the droplet refract soft warm light to create a miniature distorted world within its transparent body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do smaller surrounding droplets get drawn into the central mass, causing it to tremble and expand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow steady downward tilt when the droplet elongates and slide along the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet slide in a straight clean path to a small pool of water on a dark richly textured wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328772470355034 + ], + "opposite_logprob_tokens": [ + -3.773287773132324 + ], + "logprob_reward": -0.02328772470355034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328772470355034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03135354444384575, + 0.042617067694664, + 0.03420419245958328, + 0.07381947338581085, + 0.0469910204410553, + 0.04631619155406952, + 0.03463607281446457, + 0.10922237485647202, + 0.4173917770385742, + 0.163448303937912 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.02328772470355034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_tensor([4136, 4136])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_tensor([4136, 4136])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..718257bbd4cec682b1687e759209ae54bc48b0db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_tensor([4136, 4136])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an overhead angle, the camera held still, focusing the viewer's attention squarely on a brass hot pot boiling fiercely. Illuminated by a warm yellow pendant light overhead, the pot reflects a warm and alluring metallic sheen. Within, a deep crimson broth simmers fiercely, countless dense bubbles rising from the bottom, violently exploding on the surface, coated in a layer of glistening oil, sending tiny droplets of oil splattering. Rich white steam rises from the pot's mouth like a veil, swirling and blurring the background. Amidst the scalding broth, thin, crisply textured slices of beef rapidly transform from bright red to a cooked brown, curling up in an instant. Emerald green vegetable leaves, tender white tofu cubes, and plump fish balls rise and fall in the bubbling broth, colliding and swirling with each other, each ingredient coated in the glistening red oil. The entire picture is full of dynamic energy and warm tones. The light penetrates the steam and forms mottled and shimmering highlights on the soup surface, creating a mouth-watering, healing and rich atmosphere full of human fireworks.", + "seed": 26673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_4136_seed_26673_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029167501162737607, + "vlm_logprob": -0.029167501162737607, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.029167501162737607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08736670762300491 + ], + "opposite_logprob_tokens": [ + -2.587366819381714 + ], + "logprob_reward": -0.08736670762300491, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08736670762300491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11247376352548599, + 0.0649644136428833, + 0.03838294371962547, + 0.0999988466501236, + 0.18540450930595398, + 0.03440067544579506, + 0.07271470874547958, + 0.2992682158946991, + 0.060512736439704895, + 0.0318792387843132 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.08736670762300491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004660577047616243 + ], + "opposite_logprob_tokens": [ + -5.379660606384277 + ], + "logprob_reward": -0.004660577047616243, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004660577047616243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10826881229877472, + 0.05851544812321663, + 0.08556065708398819, + 0.07099662721157074, + 0.1611643135547638, + 0.03610288351774216, + 0.09010004997253418, + 0.2641904950141907, + 0.05802518501877785, + 0.06707553565502167 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.004660577047616243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833728447556496 + ], + "opposite_logprob_tokens": [ + -3.5298337936401367 + ], + "logprob_reward": -0.029833728447556496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833728447556496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1673761010169983, + 0.12072713673114777, + 0.09374023228883743, + 0.0883142277598381, + 0.05509636551141739, + 0.02688206546008587, + 0.10358307510614395, + 0.11109079420566559, + 0.10651733726263046, + 0.12667270004749298 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.029833728447556496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786011651158333 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786011651158333, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786011651158333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09841988980770111, + 0.08856233954429626, + 0.05552249029278755, + 0.17549414932727814, + 0.13540694117546082, + 0.035462506115436554, + 0.08595408499240875, + 0.1375027596950531, + 0.07756365835666656, + 0.11011113971471786 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.009786011651158333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190481044352055 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190481044352055, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190481044352055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04191873222589493, + 0.019848445430397987, + 0.04640340805053711, + 0.061414819210767746, + 0.42805784940719604, + 0.07455682754516602, + 0.03171096742153168, + 0.09399718046188354, + 0.1756163239479065, + 0.02647543139755726 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.014190481044352055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an overhead angle, the camera held still, focusing the viewer's attention squarely on a brass hot pot boiling fiercely. Illuminated by a warm yellow pendant light overhead, the pot reflects a warm and alluring metallic sheen. Within, a deep crimson broth simmers fiercely, countless dense bubbles rising from the bottom, violently exploding on the surface, coated in a layer of glistening oil, sending tiny droplets of oil splattering. Rich white steam rises from the pot's mouth like a veil, swirling and blurring the background. Amidst the scalding broth, thin, crisply textured slices of beef rapidly transform from bright red to a cooked brown, curling up in an instant. Emerald green vegetable leaves, tender white tofu cubes, and plump fish balls rise and fall in the bubbling broth, colliding and swirling with each other, each ingredient coated in the glistening red oil. The entire picture is full of dynamic energy and warm tones. The light penetrates the steam and forms mottled and shimmering highlights on the soup surface, creating a mouth-watering, healing and rich atmosphere full of human fireworks.", + "seed": 26674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_4136_seed_26674_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037298851646482944, + "vlm_logprob": -0.037298851646482944, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.037298851646482944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11858147382736206 + ], + "opposite_logprob_tokens": [ + -2.243581533432007 + ], + "logprob_reward": -0.11858147382736206, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11858147382736206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07799583673477173, + 0.03881993144750595, + 0.05034270137548447, + 0.2927119731903076, + 0.09849676489830017, + 0.0371970608830452, + 0.03133191168308258, + 0.3014335632324219, + 0.05336141213774681, + 0.01830878108739853 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.11858147382736206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004115446005016565 + ], + "opposite_logprob_tokens": [ + -5.504115581512451 + ], + "logprob_reward": -0.004115446005016565, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004115446005016565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1697716861963272, + 0.08920292556285858, + 0.03771853819489479, + 0.06376998126506805, + 0.13456593453884125, + 0.04311509057879448, + 0.04506821930408478, + 0.2790134847164154, + 0.05035501718521118, + 0.08741907775402069 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.004115446005016565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982308343052864 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982308343052864, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982308343052864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721458494663239, + 0.06488186866044998, + 0.06821106374263763, + 0.13385915756225586, + 0.1692475527524948, + 0.14966051280498505, + 0.05304691568017006, + 0.1940135359764099, + 0.026697402819991112, + 0.03316736966371536 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.02982308343052864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631078828126192 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631078828126192, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631078828126192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18632419407367706, + 0.0479162335395813, + 0.06604738533496857, + 0.3134167790412903, + 0.07583008706569672, + 0.07692981511354446, + 0.12704820930957794, + 0.02069484442472458, + 0.015731187537312508, + 0.07006123661994934 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.007631078828126192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343176141381264 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.026343176141381264, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343176141381264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09383329749107361, + 0.0584215447306633, + 0.07761454582214355, + 0.10446931421756744, + 0.0967770516872406, + 0.05967031419277191, + 0.04268864914774895, + 0.3967481553554535, + 0.034367069602012634, + 0.03541010618209839 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.026343176141381264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an overhead angle, the camera held still, focusing the viewer's attention squarely on a brass hot pot boiling fiercely. Illuminated by a warm yellow pendant light overhead, the pot reflects a warm and alluring metallic sheen. Within, a deep crimson broth simmers fiercely, countless dense bubbles rising from the bottom, violently exploding on the surface, coated in a layer of glistening oil, sending tiny droplets of oil splattering. Rich white steam rises from the pot's mouth like a veil, swirling and blurring the background. Amidst the scalding broth, thin, crisply textured slices of beef rapidly transform from bright red to a cooked brown, curling up in an instant. Emerald green vegetable leaves, tender white tofu cubes, and plump fish balls rise and fall in the bubbling broth, colliding and swirling with each other, each ingredient coated in the glistening red oil. The entire picture is full of dynamic energy and warm tones. The light penetrates the steam and forms mottled and shimmering highlights on the soup surface, creating a mouth-watering, healing and rich atmosphere full of human fireworks.", + "seed": 26675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_4136_seed_26675_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06314024589955806, + "vlm_logprob": -0.06314024589955806, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.06314024589955806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2595997154712677 + ], + "opposite_logprob_tokens": [ + -1.5095996856689453 + ], + "logprob_reward": -0.2595997154712677, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2595997154712677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12695880234241486, + 0.06790392100811005, + 0.22038881480693817, + 0.24168908596038818, + 0.08389019221067429, + 0.0724121555685997, + 0.07980968058109283, + 0.026362165808677673, + 0.04101056978106499, + 0.03957463428378105 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.2595997154712677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008667586371302605 + ], + "opposite_logprob_tokens": [ + -4.758667469024658 + ], + "logprob_reward": -0.008667586371302605, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008667586371302605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08336076140403748, + 0.3650669753551483, + 0.09344407916069031, + 0.2372610867023468, + 0.02753167785704136, + 0.027375543490052223, + 0.038651879876852036, + 0.016365012153983116, + 0.050626128911972046, + 0.06031686067581177 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.008667586371302605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210599198937416 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.018210599198937416, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018210599198937416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18397358059883118, + 0.1230003610253334, + 0.07134666293859482, + 0.0905630812048912, + 0.04969065636396408, + 0.0365954153239727, + 0.19223999977111816, + 0.0637444406747818, + 0.06885639578104019, + 0.11998941749334335 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.018210599198937416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643122389912605 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643122389912605, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643122389912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08709936589002609, + 0.22226767241954803, + 0.0894751250743866, + 0.21562938392162323, + 0.04013095423579216, + 0.04673121124505997, + 0.06474899500608444, + 0.08923622965812683, + 0.1001741886138916, + 0.044506851583719254 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.008643122389912605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058020606637001 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.02058020606637001, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058020606637001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12695781886577606, + 0.08023261278867722, + 0.18943189084529877, + 0.037828780710697174, + 0.046576328575611115, + 0.1484232395887375, + 0.0968547984957695, + 0.030033446848392487, + 0.12369103729724884, + 0.11997000873088837 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.02058020606637001 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an overhead angle, the camera held still, focusing the viewer's attention squarely on a brass hot pot boiling fiercely. Illuminated by a warm yellow pendant light overhead, the pot reflects a warm and alluring metallic sheen. Within, a deep crimson broth simmers fiercely, countless dense bubbles rising from the bottom, violently exploding on the surface, coated in a layer of glistening oil, sending tiny droplets of oil splattering. Rich white steam rises from the pot's mouth like a veil, swirling and blurring the background. Amidst the scalding broth, thin, crisply textured slices of beef rapidly transform from bright red to a cooked brown, curling up in an instant. Emerald green vegetable leaves, tender white tofu cubes, and plump fish balls rise and fall in the bubbling broth, colliding and swirling with each other, each ingredient coated in the glistening red oil. The entire picture is full of dynamic energy and warm tones. The light penetrates the steam and forms mottled and shimmering highlights on the soup surface, creating a mouth-watering, healing and rich atmosphere full of human fireworks.", + "seed": 26676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_10/index_4136_seed_26676_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030932236183434724, + "vlm_logprob": -0.030932236183434724, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.030932236183434724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.061590954661369324 + ], + "opposite_logprob_tokens": [ + -2.9365909099578857 + ], + "logprob_reward": -0.061590954661369324, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.061590954661369324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1558057814836502, + 0.12470000982284546, + 0.15586766600608826, + 0.0791432186961174, + 0.10795231908559799, + 0.032104019075632095, + 0.038841184228658676, + 0.0578489750623703, + 0.07586927711963654, + 0.17186754941940308 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.061590954661369324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005276443902403116 + ], + "opposite_logprob_tokens": [ + -5.255276679992676 + ], + "logprob_reward": -0.005276443902403116, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005276443902403116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08993389457464218, + 0.06655184924602509, + 0.08669579774141312, + 0.03104308806359768, + 0.05854269862174988, + 0.1541527658700943, + 0.15525095164775848, + 0.02214631624519825, + 0.13852518796920776, + 0.19715747237205505 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.005276443902403116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026382768526673317 + ], + "opposite_logprob_tokens": [ + -3.6513826847076416 + ], + "logprob_reward": -0.026382768526673317, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026382768526673317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04137559235095978, + 0.045819442719221115, + 0.03441299870610237, + 0.02939169481396675, + 0.040990132838487625, + 0.03250714763998985, + 0.30967628955841064, + 0.015926798805594444, + 0.10728900879621506, + 0.3426109552383423 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.026382768526673317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811956197023392 + ], + "opposite_logprob_tokens": [ + -3.2881195545196533 + ], + "logprob_reward": -0.03811956197023392, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811956197023392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05909173935651779, + 0.050361521542072296, + 0.05328957363963127, + 0.03292834386229515, + 0.06375075876712799, + 0.18474005162715912, + 0.2747546136379242, + 0.014281580224633217, + 0.14783187210559845, + 0.11896997690200806 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.03811956197023392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an overhead angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brass hot pot visible boiling with a deep crimson broth and glistening oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin slices of beef visible changing color from bright red to cooked brown while curling up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are emerald green vegetable leaves, white tofu cubes, and plump fish balls visible rising and falling in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow pendant light overhead creating mottled highlights on the soup surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329145185649395 + ], + "opposite_logprob_tokens": [ + -3.7732913494110107 + ], + "logprob_reward": -0.02329145185649395, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329145185649395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07251647114753723, + 0.058902252465486526, + 0.08273635059595108, + 0.03509559482336044, + 0.02609074115753174, + 0.05138542130589485, + 0.10894504934549332, + 0.06665366142988205, + 0.03408028930425644, + 0.46359413862228394 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.02329145185649395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_tensor([2913, 2913])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_tensor([2913, 2913])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..459191d86e488ea27a3cb8ab973d7550b3013db0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_tensor([2913, 2913])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still macro close-up, filmed at a high frame rate, focuses on a cluster of double-petaled jasmine flowers blooming beneath the cool moonlight. The main body of the flower, with its layers of creamy white petals, has a delicate waxy texture, its edges appearing translucent against the silvery moonlight, while the deep background is a blur of green and pure darkness in the quiet night. The entire plant trembles playfully, as if responding to the silent call of the night breeze, this gentle swaying like a mysterious and silent courtship call. Suddenly, from deep within the layered heart of the flower, a small ball of shimmering golden pollen is gracefully released. Captured in super slow motion, each tiny pollen grain is transformed into shimmering golden dust, floating and swirling against the deep indigo background, carving a clear and silky dance of grace. Each particle, in its brief lifespan, captures and reflects the moonlight, creating an enchanting atmosphere of tranquility, dreaminess, and vitality.", + "seed": 4961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_2913_seed_4961_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18642964772880077, + "vlm_logprob": -0.18642964772880077, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.18642964772880077, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03979237377643585 + ], + "opposite_logprob_tokens": [ + -3.28979229927063 + ], + "logprob_reward": -0.03979237377643585, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03979237377643585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1715344339609146, + 0.10340578109025955, + 0.0380014143884182, + 0.1803940087556839, + 0.06772337853908539, + 0.15373331308364868, + 0.19447919726371765, + 0.03353630751371384, + 0.026574719697237015, + 0.030617447569966316 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.03979237377643585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365933939814568 + ], + "opposite_logprob_tokens": [ + -3.6513659954071045 + ], + "logprob_reward": -0.026365933939814568, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365933939814568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26321831345558167, + 0.07192745059728622, + 0.05885167047381401, + 0.14877066016197205, + 0.017525019124150276, + 0.11638974398374557, + 0.09403563290834427, + 0.14144493639469147, + 0.049080416560173035, + 0.0387561209499836 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.026365933939814568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578229308128357 + ], + "opposite_logprob_tokens": [ + -0.6328229308128357 + ], + "logprob_reward": -0.7578229308128357, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578229308128357, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17853640019893646, + 0.07301610708236694, + 0.03798738494515419, + 0.08253518491983414, + 0.050699733197689056, + 0.23963159322738647, + 0.23060214519500732, + 0.04717770218849182, + 0.03301078453660011, + 0.02680298686027527 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.7578229308128357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700526013970375 + ], + "opposite_logprob_tokens": [ + -2.6950526237487793 + ], + "logprob_reward": -0.0700526013970375, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700526013970375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17566947638988495, + 0.057359419763088226, + 0.039497628808021545, + 0.32586708664894104, + 0.21315835416316986, + 0.04363591969013214, + 0.028925253078341484, + 0.05464758351445198, + 0.024044577032327652, + 0.03719467297196388 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0700526013970375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811439871788025 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.03811439871788025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811439871788025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0884489119052887, + 0.030836209654808044, + 0.06743280589580536, + 0.02202884666621685, + 0.058406583964824677, + 0.24962328374385834, + 0.12411384284496307, + 0.3316931426525116, + 0.013813857920467854, + 0.013602501712739468 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.03811439871788025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "still macro close-up, filmed at a high frame rate, focuses on a cluster of double-petaled jasmine flowers blooming beneath the cool moonlight. The main body of the flower, with its layers of creamy white petals, has a delicate waxy texture, its edges appearing translucent against the silvery moonlight, while the deep background is a blur of green and pure darkness in the quiet night. The entire plant trembles playfully, as if responding to the silent call of the night breeze, this gentle swaying like a mysterious and silent courtship call. Suddenly, from deep within the layered heart of the flower, a small ball of shimmering golden pollen is gracefully released. Captured in super slow motion, each tiny pollen grain is transformed into shimmering golden dust, floating and swirling against the deep indigo background, carving a clear and silky dance of grace. Each particle, in its brief lifespan, captures and reflects the moonlight, creating an enchanting atmosphere of tranquility, dreaminess, and vitality.", + "seed": 4962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_2913_seed_4962_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1593888253904879, + "vlm_logprob": -0.1593888253904879, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1593888253904879, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00615546153858304 + ], + "opposite_logprob_tokens": [ + -5.381155490875244 + ], + "logprob_reward": -0.00615546153858304, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00615546153858304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13802233338356018, + 0.057481709867715836, + 0.12658077478408813, + 0.03848489746451378, + 0.057147067040205, + 0.02979130670428276, + 0.19685503840446472, + 0.1628248393535614, + 0.04063720628619194, + 0.15217481553554535 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.00615546153858304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089601442217827 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089601442217827, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089601442217827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1189795732498169, + 0.06133640184998512, + 0.03703464940190315, + 0.015242583118379116, + 0.07031391561031342, + 0.05666107311844826, + 0.26888975501060486, + 0.11065809428691864, + 0.1607958823442459, + 0.10008805990219116 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.016089601442217827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933572292327881 + ], + "opposite_logprob_tokens": [ + -0.6933572292327881 + ], + "logprob_reward": -0.6933572292327881, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933572292327881, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07311193645000458, + 0.06277135014533997, + 0.0796099603176117, + 0.03141169250011444, + 0.04647933691740036, + 0.08205289393663406, + 0.07566748559474945, + 0.06198849901556969, + 0.37936681509017944, + 0.1075400784611702 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.6933572292327881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054982054978609085 + ], + "opposite_logprob_tokens": [ + -2.9299819469451904 + ], + "logprob_reward": -0.054982054978609085, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054982054978609085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06983231008052826, + 0.022775813937187195, + 0.1959928423166275, + 0.0077358875423669815, + 0.05584680289030075, + 0.03450227901339531, + 0.0599556639790535, + 0.06977711617946625, + 0.10760308802127838, + 0.3759782314300537 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.054982054978609085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635977976024151 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635977976024151, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635977976024151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14294658601284027, + 0.12935011088848114, + 0.0816548764705658, + 0.026634549722075462, + 0.06779345124959946, + 0.07281649112701416, + 0.2953793704509735, + 0.06400828808546066, + 0.05901717394590378, + 0.060399021953344345 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02635977976024151 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "still macro close-up, filmed at a high frame rate, focuses on a cluster of double-petaled jasmine flowers blooming beneath the cool moonlight. The main body of the flower, with its layers of creamy white petals, has a delicate waxy texture, its edges appearing translucent against the silvery moonlight, while the deep background is a blur of green and pure darkness in the quiet night. The entire plant trembles playfully, as if responding to the silent call of the night breeze, this gentle swaying like a mysterious and silent courtship call. Suddenly, from deep within the layered heart of the flower, a small ball of shimmering golden pollen is gracefully released. Captured in super slow motion, each tiny pollen grain is transformed into shimmering golden dust, floating and swirling against the deep indigo background, carving a clear and silky dance of grace. Each particle, in its brief lifespan, captures and reflects the moonlight, creating an enchanting atmosphere of tranquility, dreaminess, and vitality.", + "seed": 4963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_2913_seed_4963_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12836667806841434, + "vlm_logprob": -0.12836667806841434, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.12836667806841434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003869309788569808 + ], + "opposite_logprob_tokens": [ + -5.878869533538818 + ], + "logprob_reward": -0.003869309788569808, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003869309788569808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09225554019212723, + 0.07937841862440109, + 0.18347753584384918, + 0.1617276817560196, + 0.06640180945396423, + 0.0442146435379982, + 0.05376286804676056, + 0.04827897623181343, + 0.10985966771841049, + 0.16064289212226868 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.003869309788569808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091482825577259 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091482825577259, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091482825577259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09014106541872025, + 0.04212312027812004, + 0.05277916416525841, + 0.09449261426925659, + 0.027381161227822304, + 0.053734421730041504, + 0.04450181871652603, + 0.0529775433242321, + 0.0187838077545166, + 0.5230852961540222 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.011091482825577259 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761576890945435 + ], + "opposite_logprob_tokens": [ + -0.8261576890945435 + ], + "logprob_reward": -0.5761576890945435, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761576890945435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28796330094337463, + 0.04487751051783562, + 0.02803596667945385, + 0.043520357459783554, + 0.03804958239197731, + 0.06729861348867416, + 0.04444192722439766, + 0.08300352096557617, + 0.12951016426086426, + 0.23329901695251465 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.5761576890945435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308406636118889 + ], + "opposite_logprob_tokens": [ + -3.168084144592285 + ], + "logprob_reward": -0.04308406636118889, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308406636118889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26279667019844055, + 0.08860467374324799, + 0.06126929074525833, + 0.08817831426858902, + 0.022026855498552322, + 0.04007965326309204, + 0.06348695605993271, + 0.026736652478575706, + 0.14584258198738098, + 0.2009783536195755 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04308406636118889 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034286387264728546, + 0.007868420332670212, + 0.008395546115934849, + 0.008280039764940739, + 0.005162930116057396, + 0.008845841512084007, + 0.008878049440681934, + 0.028691044077277184, + 0.0198727585375309, + 0.8697189688682556 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.00763084227219224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still macro close-up, filmed at a high frame rate, focuses on a cluster of double-petaled jasmine flowers blooming beneath the cool moonlight. The main body of the flower, with its layers of creamy white petals, has a delicate waxy texture, its edges appearing translucent against the silvery moonlight, while the deep background is a blur of green and pure darkness in the quiet night. The entire plant trembles playfully, as if responding to the silent call of the night breeze, this gentle swaying like a mysterious and silent courtship call. Suddenly, from deep within the layered heart of the flower, a small ball of shimmering golden pollen is gracefully released. Captured in super slow motion, each tiny pollen grain is transformed into shimmering golden dust, floating and swirling against the deep indigo background, carving a clear and silky dance of grace. Each particle, in its brief lifespan, captures and reflects the moonlight, creating an enchanting atmosphere of tranquility, dreaminess, and vitality.", + "seed": 4964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_11/index_2913_seed_4964_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12554405620321632, + "vlm_logprob": -0.12554405620321632, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.12554405620321632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007466269191354513 + ], + "opposite_logprob_tokens": [ + -5.1324663162231445 + ], + "logprob_reward": -0.007466269191354513, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007466269191354513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07389192283153534, + 0.19522641599178314, + 0.030619259923696518, + 0.05885639786720276, + 0.10934276133775711, + 0.04268378019332886, + 0.062090739607810974, + 0.22534655034542084, + 0.14472514390945435, + 0.057217031717300415 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.007466269191354513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208960071206093 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018208960071206093, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208960071206093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07967575639486313, + 0.0822286531329155, + 0.0881626158952713, + 0.04773895442485809, + 0.08028469234704971, + 0.0822736993432045, + 0.13210391998291016, + 0.10914935916662216, + 0.10750603675842285, + 0.19087639451026917 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.018208960071206093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233604907989502 + ], + "opposite_logprob_tokens": [ + -0.8983604907989502 + ], + "logprob_reward": -0.5233604907989502, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233604907989502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06465306133031845, + 0.11636209487915039, + 0.04149235039949417, + 0.07510644942522049, + 0.14913620054721832, + 0.07920648902654648, + 0.1026553064584732, + 0.2411145269870758, + 0.06584000587463379, + 0.06443354487419128 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.5233604907989502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004037499427795 + ], + "opposite_logprob_tokens": [ + -2.695040464401245 + ], + "logprob_reward": -0.07004037499427795, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004037499427795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052450936287641525, + 0.03356694057583809, + 0.034769218415021896, + 0.02124413475394249, + 0.08423072844743729, + 0.08824791014194489, + 0.1979946494102478, + 0.04133697599172592, + 0.33811259269714355, + 0.10804598778486252 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.07004037499427795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a cluster of double-petaled jasmine flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower petals creamy white with a delicate waxy texture and translucent edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the entire plant tremble and sway gently as if responding to a night breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small ball of shimmering golden pollen released from the flower's heart and transformed into floating golden dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filmed in super slow motion against a deep indigo background with a blurred green and dark backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1208680123090744, + 0.09695987403392792, + 0.16291426122188568, + 0.08486565202474594, + 0.15294180810451508, + 0.06251790374517441, + 0.09244275093078613, + 0.08210057020187378, + 0.10078821331262589, + 0.04360096529126167 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.008644185960292816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_tensor([2878, 2878])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_tensor([2878, 2878])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..564113bb54bcb585b0db59dfa6b73e82cc7fd740 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_tensor([2878, 2878])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins from a low underwater angle, the camera slowly tilting upward, capturing a tranquil riverbed covered in the soft, diffuse light of an overcast day. Its surface is strewn with gray, beige, and moss-green pebbles, smoothed and rounded by the current. A large, iridescent koi carp gracefully emerges from behind some of the larger pebbles. Its body is covered in large patches of vibrant orange, pure white, and deep, inky black markings, creating a striking visual contrast. As its tail fin steadily and deliberately strokes, propelling its body upward, each perfectly aligned scale reflects a captivating, subtly iridescent metallic sheen in the soft light filtering through the water. The camera precisely follows its trajectory, rising in sync with its trajectory, capturing the subtle details of its translucent fins gently stroking the water. As it rises, the fine sand is gently stirred, forming a brief dust cloud in the clear water, while the light cast from above the water creates soft, ever-changing spots of light on it and the surrounding pebbles. The entire picture presents an unscripted, documentary-like natural beauty, full of tranquility and the rhythm of life.", + "seed": 11191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_2878_seed_11191_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03122963896021247, + "vlm_logprob": -0.03122963896021247, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03122963896021247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010163458995521069 + ], + "opposite_logprob_tokens": [ + -4.760163307189941 + ], + "logprob_reward": -0.010163458995521069, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010163458995521069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0341586172580719, + 0.11063466966152191, + 0.020877530798316002, + 0.022091906517744064, + 0.019987061619758606, + 0.09254200756549835, + 0.027153179049491882, + 0.08725842088460922, + 0.5256630778312683, + 0.059633467346429825 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.010163458995521069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028266259469091892 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.0028266259469091892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028266259469091892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017313042655587196, + 0.3571505546569824, + 0.06758257001638412, + 0.020225951448082924, + 0.01644228957593441, + 0.27595749497413635, + 0.013904177583754063, + 0.0191930141299963, + 0.09372211247682571, + 0.11850884556770325 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.0028266259469091892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03699340298771858, + 0.2561483085155487, + 0.023563122376799583, + 0.016000380739569664, + 0.011192211881279945, + 0.3783200681209564, + 0.07973887026309967, + 0.02189628593623638, + 0.119950070977211, + 0.05619729682803154 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307539016008377 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307539016008377, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307539016008377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02776000089943409, + 0.018735550343990326, + 0.03166835382580757, + 0.012017516419291496, + 0.015105673111975193, + 0.1113274097442627, + 0.028342120349407196, + 0.029974229633808136, + 0.5646756887435913, + 0.16039353609085083 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.04307539016008377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900903910398483 + ], + "opposite_logprob_tokens": [ + -2.4640090465545654 + ], + "logprob_reward": -0.08900903910398483, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900903910398483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02596599981188774, + 0.13290472328662872, + 0.00840714666992426, + 0.010116498917341232, + 0.012636510655283928, + 0.1319056749343872, + 0.028739765286445618, + 0.023707395419478416, + 0.5272604823112488, + 0.09835582226514816 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.08900903910398483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low underwater angle, the camera slowly tilting upward, capturing a tranquil riverbed covered in the soft, diffuse light of an overcast day. Its surface is strewn with gray, beige, and moss-green pebbles, smoothed and rounded by the current. A large, iridescent koi carp gracefully emerges from behind some of the larger pebbles. Its body is covered in large patches of vibrant orange, pure white, and deep, inky black markings, creating a striking visual contrast. As its tail fin steadily and deliberately strokes, propelling its body upward, each perfectly aligned scale reflects a captivating, subtly iridescent metallic sheen in the soft light filtering through the water. The camera precisely follows its trajectory, rising in sync with its trajectory, capturing the subtle details of its translucent fins gently stroking the water. As it rises, the fine sand is gently stirred, forming a brief dust cloud in the clear water, while the light cast from above the water creates soft, ever-changing spots of light on it and the surrounding pebbles. The entire picture presents an unscripted, documentary-like natural beauty, full of tranquility and the rhythm of life.", + "seed": 11192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_2878_seed_11192_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02916642902418971, + "vlm_logprob": -0.02916642902418971, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02916642902418971, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006993222050368786 + ], + "opposite_logprob_tokens": [ + -5.131993293762207 + ], + "logprob_reward": -0.006993222050368786, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006993222050368786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07792536169290543, + 0.04194802790880203, + 0.03343535214662552, + 0.04204348102211952, + 0.02157229743897915, + 0.031358327716588974, + 0.018297428265213966, + 0.0334363728761673, + 0.08767244219779968, + 0.6123108863830566 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.006993222050368786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099775105714798 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004099775105714798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099775105714798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09702171385288239, + 0.055742111057043076, + 0.08512456715106964, + 0.04206022620201111, + 0.049677468836307526, + 0.026453234255313873, + 0.04042131453752518, + 0.023374654352664948, + 0.04129432886838913, + 0.5388303399085999 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.004099775105714798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625991944223642 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625991944223642, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625991944223642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2301645427942276, + 0.042387086898088455, + 0.05153900012373924, + 0.04430007189512253, + 0.02053653821349144, + 0.04254210367798805, + 0.030179638415575027, + 0.09817027300596237, + 0.2877326011657715, + 0.1524481475353241 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007625991944223642 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104988634586334 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.038104988634586334, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104988634586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11410930007696152, + 0.03713257610797882, + 0.043319497257471085, + 0.05616596341133118, + 0.03024786151945591, + 0.055427949875593185, + 0.030350515618920326, + 0.04998074099421501, + 0.12975218892097473, + 0.45351338386535645 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.038104988634586334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900816738605499 + ], + "opposite_logprob_tokens": [ + -2.464008092880249 + ], + "logprob_reward": -0.08900816738605499, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900816738605499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07586893439292908, + 0.030610237270593643, + 0.032427433878183365, + 0.0256133321672678, + 0.012760329991579056, + 0.05274461582303047, + 0.04485975578427315, + 0.101279616355896, + 0.11567019671201706, + 0.5081655383110046 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.08900816738605499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low underwater angle, the camera slowly tilting upward, capturing a tranquil riverbed covered in the soft, diffuse light of an overcast day. Its surface is strewn with gray, beige, and moss-green pebbles, smoothed and rounded by the current. A large, iridescent koi carp gracefully emerges from behind some of the larger pebbles. Its body is covered in large patches of vibrant orange, pure white, and deep, inky black markings, creating a striking visual contrast. As its tail fin steadily and deliberately strokes, propelling its body upward, each perfectly aligned scale reflects a captivating, subtly iridescent metallic sheen in the soft light filtering through the water. The camera precisely follows its trajectory, rising in sync with its trajectory, capturing the subtle details of its translucent fins gently stroking the water. As it rises, the fine sand is gently stirred, forming a brief dust cloud in the clear water, while the light cast from above the water creates soft, ever-changing spots of light on it and the surrounding pebbles. The entire picture presents an unscripted, documentary-like natural beauty, full of tranquility and the rhythm of life.", + "seed": 11193, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_2878_seed_11193_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027955724438652397, + "vlm_logprob": -0.027955724438652397, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.027955724438652397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005142319016158581 + ], + "opposite_logprob_tokens": [ + -5.5051422119140625 + ], + "logprob_reward": -0.005142319016158581, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005142319016158581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22746095061302185, + 0.06873800605535507, + 0.16194528341293335, + 0.0762915387749672, + 0.059716299176216125, + 0.11812662333250046, + 0.10770241171121597, + 0.05392321199178696, + 0.05657727271318436, + 0.06951838731765747 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.005142319016158581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028242485132068396 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.0028242485132068396, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028242485132068396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030548999086022377, + 0.03601628914475441, + 0.7835991978645325, + 0.021457666531205177, + 0.04809749126434326, + 0.016161158680915833, + 0.027431633323431015, + 0.01367082167416811, + 0.011480112560093403, + 0.011536561883985996 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0028242485132068396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06177784875035286, + 0.10022985190153122, + 0.19233191013336182, + 0.08289578557014465, + 0.27918434143066406, + 0.06731140613555908, + 0.05142241343855858, + 0.059099871665239334, + 0.08319491893053055, + 0.02255168743431568 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307664558291435 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.04307664558291435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307664558291435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08991153538227081, + 0.06026576831936836, + 0.29027676582336426, + 0.04109790176153183, + 0.23022563755512238, + 0.08617454022169113, + 0.061279162764549255, + 0.048851560801267624, + 0.03475106507539749, + 0.05716603249311447 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.04307664558291435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895683497190475 + ], + "opposite_logprob_tokens": [ + -2.5789568424224854 + ], + "logprob_reward": -0.07895683497190475, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895683497190475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027292679995298386, + 0.03301320970058441, + 0.6840578317642212, + 0.09408261626958847, + 0.05424854904413223, + 0.020103968679904938, + 0.021770276129245758, + 0.017793545499444008, + 0.03468476980924606, + 0.012952560558915138 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.07895683497190475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low underwater angle, the camera slowly tilting upward, capturing a tranquil riverbed covered in the soft, diffuse light of an overcast day. Its surface is strewn with gray, beige, and moss-green pebbles, smoothed and rounded by the current. A large, iridescent koi carp gracefully emerges from behind some of the larger pebbles. Its body is covered in large patches of vibrant orange, pure white, and deep, inky black markings, creating a striking visual contrast. As its tail fin steadily and deliberately strokes, propelling its body upward, each perfectly aligned scale reflects a captivating, subtly iridescent metallic sheen in the soft light filtering through the water. The camera precisely follows its trajectory, rising in sync with its trajectory, capturing the subtle details of its translucent fins gently stroking the water. As it rises, the fine sand is gently stirred, forming a brief dust cloud in the clear water, while the light cast from above the water creates soft, ever-changing spots of light on it and the surrounding pebbles. The entire picture presents an unscripted, documentary-like natural beauty, full of tranquility and the rhythm of life.", + "seed": 11194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_12/index_2878_seed_11194_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04651963487267494, + "vlm_logprob": -0.04651963487267494, + "vlm_yes_no_margin": 3.874999976158142, + "vlm_token_credit": -0.04651963487267494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008082658052444458 + ], + "opposite_logprob_tokens": [ + -5.008082866668701 + ], + "logprob_reward": -0.008082658052444458, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008082658052444458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24871309101581573, + 0.08270105719566345, + 0.08152659237384796, + 0.09440147131681442, + 0.10824944078922272, + 0.07708846777677536, + 0.10203880816698074, + 0.06903453916311264, + 0.0816604271531105, + 0.054586201906204224 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.008082658052444458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036262013018131256 + ], + "opposite_logprob_tokens": [ + -5.628626346588135 + ], + "logprob_reward": -0.0036262013018131256, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036262013018131256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18416137993335724, + 0.062075816094875336, + 0.0877617746591568, + 0.09515385329723358, + 0.11379562318325043, + 0.12569643557071686, + 0.11566139757633209, + 0.06984665244817734, + 0.04322957992553711, + 0.10261750966310501 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0036262013018131256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063205897808075 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063205897808075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063205897808075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18513284623622894, + 0.08776787668466568, + 0.10502126812934875, + 0.1884021759033203, + 0.08081819862127304, + 0.04680105298757553, + 0.05175499618053436, + 0.05220535025000572, + 0.08916202932596207, + 0.1129341796040535 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.016063205897808075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206027418375015 + ], + "opposite_logprob_tokens": [ + -2.8120603561401367 + ], + "logprob_reward": -0.06206027418375015, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206027418375015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13023695349693298, + 0.06765564531087875, + 0.10098586976528168, + 0.09554506838321686, + 0.29074516892433167, + 0.058583375066518784, + 0.06454671919345856, + 0.03705985099077225, + 0.0701659768819809, + 0.08447536826133728 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.06206027418375015 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater on a riverbed with gray, beige, and moss-green pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large koi carp visible with vibrant orange, pure white, and deep black markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the koi carp emerge from behind larger pebbles and propel itself upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish's scales reflect a metallic sheen and do its fins gently stir the sand creating a dust cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle and slowly tilt upward while following the fish's trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427658349275589 + ], + "opposite_logprob_tokens": [ + -2.017765760421753 + ], + "logprob_reward": -0.1427658349275589, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1427658349275589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10046658664941788, + 0.1049138680100441, + 0.06216409429907799, + 0.09369934350252151, + 0.048528335988521576, + 0.06925272941589355, + 0.06608274579048157, + 0.06720870733261108, + 0.17365312576293945, + 0.2140304148197174 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.1427658349275589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_tensor([3500, 3500])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_tensor([3500, 3500])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..75f9b55a2524870ccf00313b4c8bc7480f2a266f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_tensor([3500, 3500])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a level angle, the camera held still, focused on a young scholar in a simple, moon-white cotton and linen gown. He sat upright beside an elegant carved wooden window, his long, dark hair held in a neat, scholarly bun by a simple hairpin. His face was delicate and handsome, his eyes revealing a scholarly air. The soft afternoon sunlight filtered through the window paper, transforming into a warm, hazy beam that gently outlined his features and illuminated the dust particles floating on the bridge of his nose. Long hours of arduous study had overtaken him with a deep drowsiness. His fingers, once gripping the scroll, loosened their grip, causing a yellowed bamboo scroll to slip silently from his lap. Meanwhile, his head, uncontrollably, slowly and gently tilted forward, his eyes fluttering shut, then rising slightly as if awakened, before drooping again, a gentle swaying cycle. This highly detailed shot captures his tired yet serene expression. A desk stacked with ancient books can be vaguely seen in the background. The whole picture, in warm tones, is filled with a tranquil, focused and poetic classical charm.", + "seed": 11616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_3500_seed_11616_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03127109780907631, + "vlm_logprob": -0.03127109780907631, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03127109780907631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06448861211538315 + ], + "opposite_logprob_tokens": [ + -2.814488649368286 + ], + "logprob_reward": -0.06448861211538315, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06448861211538315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41140037775039673, + 0.06779015809297562, + 0.0994878038764, + 0.09898749738931656, + 0.07185987383127213, + 0.05340957269072533, + 0.04755513370037079, + 0.03261464089155197, + 0.05582355707883835, + 0.061071377247571945 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.06448861211538315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599357783794403 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599357783794403, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599357783794403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14445285499095917, + 0.22304925322532654, + 0.3334064483642578, + 0.07065246254205704, + 0.02883250266313553, + 0.043598201125860214, + 0.02821321412920952, + 0.023063257336616516, + 0.035544995218515396, + 0.06918679922819138 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.020599357783794403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306145757436752 + ], + "opposite_logprob_tokens": [ + -3.1680614948272705 + ], + "logprob_reward": -0.04306145757436752, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306145757436752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23565202951431274, + 0.09155607968568802, + 0.11089347302913666, + 0.0805768296122551, + 0.03601399436593056, + 0.07837764918804169, + 0.0412105992436409, + 0.05757484212517738, + 0.04834733158349991, + 0.21979720890522003 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.04306145757436752 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058148942887783 + ], + "opposite_logprob_tokens": [ + -3.8955814838409424 + ], + "logprob_reward": -0.02058148942887783, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058148942887783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26863113045692444, + 0.11228444427251816, + 0.12883059680461884, + 0.13219617307186127, + 0.05586469545960426, + 0.054150693118572235, + 0.034539271146059036, + 0.04380511865019798, + 0.06869988888502121, + 0.10099795460700989 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02058148942887783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19698315858840942, + 0.06483495235443115, + 0.08158407360315323, + 0.09002955257892609, + 0.06271179020404816, + 0.06233201548457146, + 0.05226052552461624, + 0.08985650539398193, + 0.13074667751789093, + 0.1686607152223587 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.007624572142958641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, focused on a young scholar in a simple, moon-white cotton and linen gown. He sat upright beside an elegant carved wooden window, his long, dark hair held in a neat, scholarly bun by a simple hairpin. His face was delicate and handsome, his eyes revealing a scholarly air. The soft afternoon sunlight filtered through the window paper, transforming into a warm, hazy beam that gently outlined his features and illuminated the dust particles floating on the bridge of his nose. Long hours of arduous study had overtaken him with a deep drowsiness. His fingers, once gripping the scroll, loosened their grip, causing a yellowed bamboo scroll to slip silently from his lap. Meanwhile, his head, uncontrollably, slowly and gently tilted forward, his eyes fluttering shut, then rising slightly as if awakened, before drooping again, a gentle swaying cycle. This highly detailed shot captures his tired yet serene expression. A desk stacked with ancient books can be vaguely seen in the background. The whole picture, in warm tones, is filled with a tranquil, focused and poetic classical charm.", + "seed": 11617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_3500_seed_11617_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030614123214036226, + "vlm_logprob": -0.030614123214036226, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.030614123214036226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035222966223955154 + ], + "opposite_logprob_tokens": [ + -3.4102230072021484 + ], + "logprob_reward": -0.035222966223955154, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035222966223955154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13485132157802582, + 0.045666538178920746, + 0.04269392415881157, + 0.02095160447061062, + 0.02803938090801239, + 0.03734961152076721, + 0.03856208175420761, + 0.08334404230117798, + 0.08357557654380798, + 0.48496586084365845 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.035222966223955154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636384405195713 + ], + "opposite_logprob_tokens": [ + -3.6513638496398926 + ], + "logprob_reward": -0.02636384405195713, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636384405195713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13995711505413055, + 0.07287970185279846, + 0.0849158987402916, + 0.04992857575416565, + 0.142348513007164, + 0.043471746146678925, + 0.049899451434612274, + 0.14824147522449493, + 0.1501777470111847, + 0.1181798204779625 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.02636384405195713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495204031467438 + ], + "opposite_logprob_tokens": [ + -2.9299521446228027 + ], + "logprob_reward": -0.05495204031467438, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495204031467438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12100950628519058, + 0.07282979041337967, + 0.042731307446956635, + 0.032084062695503235, + 0.04436817020177841, + 0.07293038070201874, + 0.01529782172292471, + 0.04329344630241394, + 0.09597387164831161, + 0.4594815969467163 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.05495204031467438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799247160553932 + ], + "opposite_logprob_tokens": [ + -3.529799222946167 + ], + "logprob_reward": -0.029799247160553932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799247160553932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1669628769159317, + 0.05715193971991539, + 0.07856392115354538, + 0.028203580528497696, + 0.08854147046804428, + 0.03661147132515907, + 0.037515442818403244, + 0.11172263324260712, + 0.04331446439027786, + 0.35141223669052124 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029799247160553932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10322199016809464, + 0.027603689581155777, + 0.01859293505549431, + 0.014161625877022743, + 0.02931727096438408, + 0.05158007889986038, + 0.02547016739845276, + 0.11140008270740509, + 0.25523361563682556, + 0.3634186387062073 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.006732518319040537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, focused on a young scholar in a simple, moon-white cotton and linen gown. He sat upright beside an elegant carved wooden window, his long, dark hair held in a neat, scholarly bun by a simple hairpin. His face was delicate and handsome, his eyes revealing a scholarly air. The soft afternoon sunlight filtered through the window paper, transforming into a warm, hazy beam that gently outlined his features and illuminated the dust particles floating on the bridge of his nose. Long hours of arduous study had overtaken him with a deep drowsiness. His fingers, once gripping the scroll, loosened their grip, causing a yellowed bamboo scroll to slip silently from his lap. Meanwhile, his head, uncontrollably, slowly and gently tilted forward, his eyes fluttering shut, then rising slightly as if awakened, before drooping again, a gentle swaying cycle. This highly detailed shot captures his tired yet serene expression. A desk stacked with ancient books can be vaguely seen in the background. The whole picture, in warm tones, is filled with a tranquil, focused and poetic classical charm.", + "seed": 11618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_3500_seed_11618_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034886999800801274, + "vlm_logprob": -0.034886999800801274, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.034886999800801274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04526553675532341 + ], + "opposite_logprob_tokens": [ + -3.1702654361724854 + ], + "logprob_reward": -0.04526553675532341, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04526553675532341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09922846406698227, + 0.03899000212550163, + 0.04212105646729469, + 0.13856349885463715, + 0.14655999839305878, + 0.18538618087768555, + 0.06449756026268005, + 0.2075466364622116, + 0.017956962808966637, + 0.059149663895368576 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.04526553675532341 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308783635497093 + ], + "opposite_logprob_tokens": [ + -3.1680877208709717 + ], + "logprob_reward": -0.04308783635497093, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308783635497093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07003279030323029, + 0.22160787880420685, + 0.02749497815966606, + 0.037320204079151154, + 0.19086989760398865, + 0.046747513115406036, + 0.017547298222780228, + 0.27147507667541504, + 0.03669239953160286, + 0.08021189272403717 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.04308783635497093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347588747739792 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347588747739792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347588747739792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11547282338142395, + 0.04095721244812012, + 0.04869856685400009, + 0.06540146470069885, + 0.40007421374320984, + 0.027284352108836174, + 0.0851646289229393, + 0.08051420748233795, + 0.037202563136816025, + 0.09923003613948822 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.026347588747739792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866306856274605 + ], + "opposite_logprob_tokens": [ + -3.0486631393432617 + ], + "logprob_reward": -0.04866306856274605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866306856274605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12028814852237701, + 0.08191153407096863, + 0.10977926105260849, + 0.07787708193063736, + 0.202779620885849, + 0.08702540397644043, + 0.05810200423002243, + 0.16301633417606354, + 0.029440978541970253, + 0.06977961957454681 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.04866306856274605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070968583226204 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011070968583226204, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070968583226204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03467615693807602, + 0.056855570524930954, + 0.06735453009605408, + 0.12234274297952652, + 0.013952692039310932, + 0.0661720409989357, + 0.08833714574575424, + 0.3715372085571289, + 0.04820508882403374, + 0.13056685030460358 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.011070968583226204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a level angle, the camera held still, focused on a young scholar in a simple, moon-white cotton and linen gown. He sat upright beside an elegant carved wooden window, his long, dark hair held in a neat, scholarly bun by a simple hairpin. His face was delicate and handsome, his eyes revealing a scholarly air. The soft afternoon sunlight filtered through the window paper, transforming into a warm, hazy beam that gently outlined his features and illuminated the dust particles floating on the bridge of his nose. Long hours of arduous study had overtaken him with a deep drowsiness. His fingers, once gripping the scroll, loosened their grip, causing a yellowed bamboo scroll to slip silently from his lap. Meanwhile, his head, uncontrollably, slowly and gently tilted forward, his eyes fluttering shut, then rising slightly as if awakened, before drooping again, a gentle swaying cycle. This highly detailed shot captures his tired yet serene expression. A desk stacked with ancient books can be vaguely seen in the background. The whole picture, in warm tones, is filled with a tranquil, focused and poetic classical charm.", + "seed": 11619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_13/index_3500_seed_11619_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.049002896249294284, + "vlm_logprob": -0.049002896249294284, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.049002896249294284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06419217586517334 + ], + "opposite_logprob_tokens": [ + -2.814192295074463 + ], + "logprob_reward": -0.06419217586517334, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06419217586517334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807357370853424, + 0.06557498872280121, + 0.047550491988658905, + 0.034220341593027115, + 0.06316031515598297, + 0.07016084343194962, + 0.2354743927717209, + 0.19582590460777283, + 0.06400784850120544, + 0.04328913241624832 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.06419217586517334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811520338058472 + ], + "opposite_logprob_tokens": [ + -3.2881152629852295 + ], + "logprob_reward": -0.03811520338058472, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811520338058472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15968181192874908, + 0.10072692483663559, + 0.056806810200214386, + 0.07130324095487595, + 0.07681246846914291, + 0.0826738253235817, + 0.06847446411848068, + 0.13995769619941711, + 0.1494864821434021, + 0.09407627582550049 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03811520338058472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04615602269768715, + 0.01809035800397396, + 0.019627396017313004, + 0.02219327539205551, + 0.010289913043379784, + 0.013458872213959694, + 0.7495500445365906, + 0.09411585330963135, + 0.01242999266833067, + 0.01408827118575573 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09081888943910599, + 0.04201554134488106, + 0.03466734662652016, + 0.014409243129193783, + 0.016571370884776115, + 0.015480782836675644, + 0.18249572813510895, + 0.5183590054512024, + 0.049104418605566025, + 0.036077700555324554 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young scholar wearing a moon-white cotton and linen gown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar sitting upright beside an elegant carved wooden window with a yellowed bamboo scroll slipping from his lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scholar's head slowly tilt forward and sway gently while his eyes flutter shut and open in a cycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight filtering through window paper to create a warm, hazy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029145330190659 + ], + "opposite_logprob_tokens": [ + -2.3502914905548096 + ], + "logprob_reward": -0.10029145330190659, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029145330190659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04361774027347565, + 0.044090382754802704, + 0.02324945107102394, + 0.052333276718854904, + 0.037825386971235275, + 0.04696105793118477, + 0.427719384431839, + 0.21168199181556702, + 0.04002193361520767, + 0.0724993497133255 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.10029145330190659 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_tensor([6588, 6588])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_tensor([6588, 6588])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3a2ac1e483f359669da624bc7846072ee66f055c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_tensor([6588, 6588])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, overhead, medium-long shot traverses the chaotic battlefield, capturing an epic aerial battle amidst the shattered, ancient bronze clouds. Vast clouds tumble and collide amidst the storm, imbued with a metallic quality by an eerie, hidden light source. Pale flashes of lightning occasionally streak across the sky, illuminating every corner of the battle. Against this mythical backdrop, a flock of massive, richly feathered geese engage in a desperate struggle, their piercing eyes ablaze with golden fury, filled with determination and madness. In the stunning 8K resolution, their gleaming metallic feathers are crystal clear, the fine texture of each feather and the tense contraction of each muscle vividly captured. As they tear violently against each other, shattered feathers and drops of crimson blood dance in the wind. One giant goose pecks fiercely at its opponent's neck with its iron-hard beak, while the other rips its opponent's wings with its sharp claws. Some actions are presented in slow motion, highlighting the tragic beauty of the collision of forces. The whole picture is full of the magnificence and tragedy of ancient mythology.", + "seed": 12567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_6588_seed_12567_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0554653468541801, + "vlm_logprob": -0.0554653468541801, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.0554653468541801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03536934405565262 + ], + "opposite_logprob_tokens": [ + -3.410369396209717 + ], + "logprob_reward": -0.03536934405565262, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03536934405565262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.118034727871418, + 0.19665959477424622, + 0.10932492464780807, + 0.04283241555094719, + 0.14301244914531708, + 0.07842601090669632, + 0.0704074501991272, + 0.0910954624414444, + 0.04537966102361679, + 0.10482728481292725 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.03536934405565262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283208549022675 + ], + "opposite_logprob_tokens": [ + -2.017832040786743 + ], + "logprob_reward": -0.14283208549022675, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283208549022675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20661461353302002, + 0.2331700474023819, + 0.03888605907559395, + 0.2751564383506775, + 0.0609414167702198, + 0.02471061423420906, + 0.03652683645486832, + 0.021264880895614624, + 0.05265922471880913, + 0.050069887191057205 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.14283208549022675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630605716258287 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630605716258287, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630605716258287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15138830244541168, + 0.243356853723526, + 0.11967669427394867, + 0.05176752805709839, + 0.16162900626659393, + 0.023671142756938934, + 0.03544808179140091, + 0.04405280575156212, + 0.04062984511256218, + 0.12837977707386017 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.007630605716258287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541827745735645 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541827745735645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541827745735645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08007912337779999, + 0.17549677193164825, + 0.03872434049844742, + 0.1558094471693039, + 0.10700691491365433, + 0.031828850507736206, + 0.05575413256883621, + 0.028631553053855896, + 0.09433100372552872, + 0.23233787715435028 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.012541827745735645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895287126302719 + ], + "opposite_logprob_tokens": [ + -2.5789527893066406 + ], + "logprob_reward": -0.07895287126302719, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895287126302719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23718833923339844, + 0.08423726260662079, + 0.07174500077962875, + 0.064521923661232, + 0.0997888594865799, + 0.1090150848031044, + 0.09395851939916611, + 0.04718529433012009, + 0.10949260741472244, + 0.0828670784831047 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07895287126302719 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead, medium-long shot traverses the chaotic battlefield, capturing an epic aerial battle amidst the shattered, ancient bronze clouds. Vast clouds tumble and collide amidst the storm, imbued with a metallic quality by an eerie, hidden light source. Pale flashes of lightning occasionally streak across the sky, illuminating every corner of the battle. Against this mythical backdrop, a flock of massive, richly feathered geese engage in a desperate struggle, their piercing eyes ablaze with golden fury, filled with determination and madness. In the stunning 8K resolution, their gleaming metallic feathers are crystal clear, the fine texture of each feather and the tense contraction of each muscle vividly captured. As they tear violently against each other, shattered feathers and drops of crimson blood dance in the wind. One giant goose pecks fiercely at its opponent's neck with its iron-hard beak, while the other rips its opponent's wings with its sharp claws. Some actions are presented in slow motion, highlighting the tragic beauty of the collision of forces. The whole picture is full of the magnificence and tragedy of ancient mythology.", + "seed": 12568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_6588_seed_12568_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06217757575213909, + "vlm_logprob": -0.06217757575213909, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.06217757575213909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05683033540844917 + ], + "opposite_logprob_tokens": [ + -2.931830406188965 + ], + "logprob_reward": -0.05683033540844917, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05683033540844917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555691808462143, + 0.04648566246032715, + 0.04464541748166084, + 0.14906175434589386, + 0.26209238171577454, + 0.12179160863161087, + 0.06710511445999146, + 0.078585684299469, + 0.038542479276657104, + 0.036120712757110596 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05683033540844917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015979140996933 + ], + "opposite_logprob_tokens": [ + -1.7015979290008545 + ], + "logprob_reward": -0.2015979140996933, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015979140996933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26685863733291626, + 0.0751158595085144, + 0.09454629570245743, + 0.05395670607686043, + 0.0733632817864418, + 0.07459870725870132, + 0.12105975300073624, + 0.03905737027525902, + 0.16120898723602295, + 0.04023439437150955 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2015979140996933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742583122104406 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742583122104406, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742583122104406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11101555079221725, + 0.08247977495193481, + 0.07624336332082748, + 0.24840520322322845, + 0.09273044764995575, + 0.03897927328944206, + 0.03721854090690613, + 0.171018585562706, + 0.05843397602438927, + 0.08347528427839279 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.006742583122104406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053100571036338806, + 0.024984708055853844, + 0.045136649161577225, + 0.10800648480653763, + 0.029272524639964104, + 0.16963769495487213, + 0.036406658589839935, + 0.3057093322277069, + 0.04225663095712662, + 0.1854887306690216 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808502107858658 + ], + "opposite_logprob_tokens": [ + -3.2880849838256836 + ], + "logprob_reward": -0.03808502107858658, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808502107858658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1360175609588623, + 0.1828223168849945, + 0.20552986860275269, + 0.05915157496929169, + 0.13028484582901, + 0.07395383715629578, + 0.06353230774402618, + 0.06261227279901505, + 0.05687778443098068, + 0.029217667877674103 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03808502107858658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead, medium-long shot traverses the chaotic battlefield, capturing an epic aerial battle amidst the shattered, ancient bronze clouds. Vast clouds tumble and collide amidst the storm, imbued with a metallic quality by an eerie, hidden light source. Pale flashes of lightning occasionally streak across the sky, illuminating every corner of the battle. Against this mythical backdrop, a flock of massive, richly feathered geese engage in a desperate struggle, their piercing eyes ablaze with golden fury, filled with determination and madness. In the stunning 8K resolution, their gleaming metallic feathers are crystal clear, the fine texture of each feather and the tense contraction of each muscle vividly captured. As they tear violently against each other, shattered feathers and drops of crimson blood dance in the wind. One giant goose pecks fiercely at its opponent's neck with its iron-hard beak, while the other rips its opponent's wings with its sharp claws. Some actions are presented in slow motion, highlighting the tragic beauty of the collision of forces. The whole picture is full of the magnificence and tragedy of ancient mythology.", + "seed": 12569, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_6588_seed_12569_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3179977834224701, + "vlm_logprob": -0.3179977834224701, + "vlm_yes_no_margin": 1.35, + "vlm_token_credit": -0.3179977834224701, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6956807374954224 + ], + "opposite_logprob_tokens": [ + -0.6956807374954224 + ], + "logprob_reward": -0.6956807374954224, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6956807374954224, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16645990312099457, + 0.08306089043617249, + 0.06453628093004227, + 0.2485440969467163, + 0.06229909881949425, + 0.06294020265340805, + 0.04743197187781334, + 0.04423998296260834, + 0.1495157778263092, + 0.07097172737121582 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.6956807374954224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474311888217926 + ], + "opposite_logprob_tokens": [ + -0.974311888217926 + ], + "logprob_reward": -0.474311888217926, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474311888217926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0969562754034996, + 0.07207514345645905, + 0.06875113397836685, + 0.08096712082624435, + 0.039986733347177505, + 0.03373927250504494, + 0.017783524468541145, + 0.04705605283379555, + 0.4285573363304138, + 0.11412739753723145 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.474311888217926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496208369731903 + ], + "opposite_logprob_tokens": [ + -2.929962158203125 + ], + "logprob_reward": -0.05496208369731903, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496208369731903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1527291089296341, + 0.1040378212928772, + 0.12703995406627655, + 0.13095355033874512, + 0.2089916616678238, + 0.08408071845769882, + 0.020844247192144394, + 0.060662295669317245, + 0.07241795212030411, + 0.03824268653988838 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05496208369731903 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297599971294403 + ], + "opposite_logprob_tokens": [ + -2.23797607421875 + ], + "logprob_reward": -0.11297599971294403, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297599971294403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10646460205316544, + 0.07456469535827637, + 0.05010085552930832, + 0.17318297922611237, + 0.08086226135492325, + 0.046492524445056915, + 0.023768329992890358, + 0.07315487414598465, + 0.32518520951271057, + 0.04622367396950722 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.11297599971294403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252058207988739 + ], + "opposite_logprob_tokens": [ + -1.5020582675933838 + ], + "logprob_reward": -0.252058207988739, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252058207988739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18146300315856934, + 0.05221187323331833, + 0.10062779486179352, + 0.03658488392829895, + 0.1101306825876236, + 0.0345805287361145, + 0.03122783824801445, + 0.09343136847019196, + 0.1964821070432663, + 0.16325989365577698 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.252058207988739 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead, medium-long shot traverses the chaotic battlefield, capturing an epic aerial battle amidst the shattered, ancient bronze clouds. Vast clouds tumble and collide amidst the storm, imbued with a metallic quality by an eerie, hidden light source. Pale flashes of lightning occasionally streak across the sky, illuminating every corner of the battle. Against this mythical backdrop, a flock of massive, richly feathered geese engage in a desperate struggle, their piercing eyes ablaze with golden fury, filled with determination and madness. In the stunning 8K resolution, their gleaming metallic feathers are crystal clear, the fine texture of each feather and the tense contraction of each muscle vividly captured. As they tear violently against each other, shattered feathers and drops of crimson blood dance in the wind. One giant goose pecks fiercely at its opponent's neck with its iron-hard beak, while the other rips its opponent's wings with its sharp claws. Some actions are presented in slow motion, highlighting the tragic beauty of the collision of forces. The whole picture is full of the magnificence and tragedy of ancient mythology.", + "seed": 12570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_14/index_6588_seed_12570_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0713793758302927, + "vlm_logprob": -0.0713793758302927, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.0713793758302927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03148891031742096 + ], + "opposite_logprob_tokens": [ + -3.5314888954162598 + ], + "logprob_reward": -0.03148891031742096, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03148891031742096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1170777752995491, + 0.11669766902923584, + 0.10968642681837082, + 0.05585009977221489, + 0.06779204308986664, + 0.03782564401626587, + 0.05031294748187065, + 0.031392037868499756, + 0.09132698178291321, + 0.32203835248947144 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03148891031742096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211989879608154 + ], + "opposite_logprob_tokens": [ + -1.5021198987960815 + ], + "logprob_reward": -0.25211989879608154, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211989879608154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1208760216832161, + 0.1451856940984726, + 0.1319454461336136, + 0.10654842853546143, + 0.046585921198129654, + 0.06209397688508034, + 0.0624869130551815, + 0.06117764860391617, + 0.03057713806629181, + 0.23252278566360474 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.25211989879608154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18679511547088623, + 0.0956069752573967, + 0.21865242719650269, + 0.08976513147354126, + 0.053629785776138306, + 0.04157331585884094, + 0.07118675112724304, + 0.04145489260554314, + 0.0650530755519867, + 0.13628242909908295 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981266938149929 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.02981266938149929, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981266938149929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0776604488492012, + 0.05815692991018295, + 0.09249132871627808, + 0.0588206872344017, + 0.154913529753685, + 0.09258034825325012, + 0.045094992965459824, + 0.07392095774412155, + 0.16797475516796112, + 0.17838594317436218 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.02981266938149929 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an aerial battle involving a flock of massive geese?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the clouds in the background shattered, ancient, and bronze-colored?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the geese have richly feathered, gleaming metallic plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible crimson blood and shattered feathers dancing in the wind during the fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead medium-long shot traversing the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369222208857536 + ], + "opposite_logprob_tokens": [ + -3.4086921215057373 + ], + "logprob_reward": -0.03369222208857536, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369222208857536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24267257750034332, + 0.11834340542554855, + 0.0732962116599083, + 0.05384916812181473, + 0.0677572712302208, + 0.10329821705818176, + 0.08889762312173843, + 0.029284661635756493, + 0.03047531098127365, + 0.1921255886554718 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03369222208857536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_tensor([8446, 8446])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_tensor([8446, 8446])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6f359c6c2b8b02cc07fd881da45b3e0e2210fbf4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_tensor([8446, 8446])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long underwater shot, shot from a sideways angle, the camera slowly and steadily pans right, tracking a massive whale swimming through the deep azure ocean. Brilliant golden sunlight filters through the shimmering waters, casting ever-shifting, dancing, and shimmering beams of jewels across the clear waters. A massive humpback whale unfurls across the frame with a serene, majestic grace. Its deep indigo skin is speckled with tiny white scars and clusters of barnacles, the textured details clearly visible as the light passes over its massive back. Its impossibly long pectoral fins gently slice through the current like wings, its massive tail fin oscillating with slow, effortless force, propelling its massive body forward with steady, deliberate force. Occasionally, tiny schools of silvery fish are disturbed and scattered. The scene is painted in a cool, pure blue, punctuated by warm sunlight, creating an atmosphere both majestic and profoundly tranquil, imbued with a sense of awe for life itself.", + "seed": 32872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_8446_seed_32872_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06462591970339418, + "vlm_logprob": -0.06462591970339418, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.06462591970339418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002846239833161235 + ], + "opposite_logprob_tokens": [ + -6.5028462409973145 + ], + "logprob_reward": -0.002846239833161235, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002846239833161235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06664519011974335, + 0.18712224066257477, + 0.27571573853492737, + 0.06741227954626083, + 0.033171284943819046, + 0.1296166330575943, + 0.15602996945381165, + 0.04074620082974434, + 0.02279827930033207, + 0.020742187276482582 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.002846239833161235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319589558057487 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.00319589558057487, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319589558057487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015660835430026054, + 0.07210797816514969, + 0.09059514850378036, + 0.057667337357997894, + 0.049894463270902634, + 0.11270124465227127, + 0.5124344825744629, + 0.044485725462436676, + 0.011473718099296093, + 0.03297903761267662 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.00319589558057487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328178472816944 + ], + "opposite_logprob_tokens": [ + -3.7732818126678467 + ], + "logprob_reward": -0.02328178472816944, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328178472816944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09469729661941528, + 0.1655491292476654, + 0.13460254669189453, + 0.17654381692409515, + 0.027750475332140923, + 0.08985894173383713, + 0.18598073720932007, + 0.031590644270181656, + 0.05146113410592079, + 0.0419653058052063 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.02328178472816944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28127267956733704 + ], + "opposite_logprob_tokens": [ + -1.4062726497650146 + ], + "logprob_reward": -0.28127267956733704, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28127267956733704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04809208959341049, + 0.11933422088623047, + 0.3154272139072418, + 0.055015359073877335, + 0.022388877347111702, + 0.06560654938220978, + 0.27092933654785156, + 0.045825932174921036, + 0.022333621978759766, + 0.03504675626754761 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.28127267956733704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07260970771312714, + 0.04160698503255844, + 0.2829592823982239, + 0.10713095217943192, + 0.11451000720262527, + 0.16723622381687164, + 0.10082236677408218, + 0.019462456926703453, + 0.026851776987314224, + 0.066810242831707 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.01253299880772829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long underwater shot, shot from a sideways angle, the camera slowly and steadily pans right, tracking a massive whale swimming through the deep azure ocean. Brilliant golden sunlight filters through the shimmering waters, casting ever-shifting, dancing, and shimmering beams of jewels across the clear waters. A massive humpback whale unfurls across the frame with a serene, majestic grace. Its deep indigo skin is speckled with tiny white scars and clusters of barnacles, the textured details clearly visible as the light passes over its massive back. Its impossibly long pectoral fins gently slice through the current like wings, its massive tail fin oscillating with slow, effortless force, propelling its massive body forward with steady, deliberate force. Occasionally, tiny schools of silvery fish are disturbed and scattered. The scene is painted in a cool, pure blue, punctuated by warm sunlight, creating an atmosphere both majestic and profoundly tranquil, imbued with a sense of awe for life itself.", + "seed": 32873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_8446_seed_32873_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0836588419508189, + "vlm_logprob": -0.0836588419508189, + "vlm_yes_no_margin": 3.999999988079071, + "vlm_token_credit": -0.0836588419508189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030223901849240065 + ], + "opposite_logprob_tokens": [ + -6.503022193908691 + ], + "logprob_reward": -0.0030223901849240065, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0030223901849240065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18497340381145477, + 0.059330444782972336, + 0.0632210224866867, + 0.24625077843666077, + 0.05672682449221611, + 0.054359111934900284, + 0.0815165787935257, + 0.09425949305295944, + 0.033823467791080475, + 0.1255388855934143 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0030223901849240065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195776604115963 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.003195776604115963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195776604115963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528681218624115, + 0.03073345683515072, + 0.09304541349411011, + 0.16714109480381012, + 0.02421388402581215, + 0.0705205425620079, + 0.114412322640419, + 0.12455381453037262, + 0.09790079295635223, + 0.1246105432510376 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.003195776604115963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797395691275597 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797395691275597, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797395691275597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11195249855518341, + 0.0462375208735466, + 0.034005798399448395, + 0.37365344166755676, + 0.07091942429542542, + 0.10029169917106628, + 0.13052065670490265, + 0.025658734142780304, + 0.031699925661087036, + 0.07506024837493896 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.029797395691275597 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34858423471450806 + ], + "opposite_logprob_tokens": [ + -1.2235841751098633 + ], + "logprob_reward": -0.34858423471450806, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34858423471450806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515306770801544, + 0.06122812256217003, + 0.041470013558864594, + 0.131590336561203, + 0.11061104387044907, + 0.1926097720861435, + 0.032243747264146805, + 0.06582959741353989, + 0.025069117546081543, + 0.08781755715608597 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.34858423471450806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369441255927086 + ], + "opposite_logprob_tokens": [ + -3.4086945056915283 + ], + "logprob_reward": -0.03369441255927086, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369441255927086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2975691258907318, + 0.1924273818731308, + 0.1041107252240181, + 0.0733991488814354, + 0.1274118572473526, + 0.021896323189139366, + 0.0404135137796402, + 0.0498935729265213, + 0.02345363236963749, + 0.06942473351955414 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03369441255927086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long underwater shot, shot from a sideways angle, the camera slowly and steadily pans right, tracking a massive whale swimming through the deep azure ocean. Brilliant golden sunlight filters through the shimmering waters, casting ever-shifting, dancing, and shimmering beams of jewels across the clear waters. A massive humpback whale unfurls across the frame with a serene, majestic grace. Its deep indigo skin is speckled with tiny white scars and clusters of barnacles, the textured details clearly visible as the light passes over its massive back. Its impossibly long pectoral fins gently slice through the current like wings, its massive tail fin oscillating with slow, effortless force, propelling its massive body forward with steady, deliberate force. Occasionally, tiny schools of silvery fish are disturbed and scattered. The scene is painted in a cool, pure blue, punctuated by warm sunlight, creating an atmosphere both majestic and profoundly tranquil, imbued with a sense of awe for life itself.", + "seed": 32874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_8446_seed_32874_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06725493874400854, + "vlm_logprob": -0.06725493874400854, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.06725493874400854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005013276357203722 + ], + "opposite_logprob_tokens": [ + -6.130013465881348 + ], + "logprob_reward": -0.005013276357203722, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.005013276357203722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289263665676117, + 0.04563848301768303, + 0.07499726116657257, + 0.04505486786365509, + 0.1102786660194397, + 0.17886053025722504, + 0.09794879704713821, + 0.10512156784534454, + 0.10161180794239044, + 0.11156164854764938 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.005013276357203722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643371794372797 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643371794372797, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643371794372797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11560063809156418, + 0.11401958763599396, + 0.1138947382569313, + 0.05828279256820679, + 0.07421271502971649, + 0.07596148550510406, + 0.15411075949668884, + 0.1441645324230194, + 0.04919273778796196, + 0.10055999457836151 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.004643371794372797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203259900212288 + ], + "opposite_logprob_tokens": [ + -2.812032699584961 + ], + "logprob_reward": -0.06203259900212288, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203259900212288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2046446055173874, + 0.0427655428647995, + 0.04476051405072212, + 0.09364435821771622, + 0.0419788584113121, + 0.14550772309303284, + 0.030524883419275284, + 0.32942450046539307, + 0.03594546765089035, + 0.030803564935922623 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.06203259900212288 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204938650131226 + ], + "opposite_logprob_tokens": [ + -1.502049446105957 + ], + "logprob_reward": -0.25204938650131226, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204938650131226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08091775327920914, + 0.020048417150974274, + 0.024052683264017105, + 0.025752414017915726, + 0.08294743299484253, + 0.10656242072582245, + 0.03422640636563301, + 0.5383949875831604, + 0.044036757200956345, + 0.04306070879101753 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.25204938650131226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536060065031052 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536060065031052, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536060065031052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11929585039615631, + 0.034906186163425446, + 0.02803714945912361, + 0.052551932632923126, + 0.3323041498661041, + 0.0779564380645752, + 0.03837187960743904, + 0.23596470057964325, + 0.027431979775428772, + 0.05317983776330948 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.012536060065031052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long underwater shot, shot from a sideways angle, the camera slowly and steadily pans right, tracking a massive whale swimming through the deep azure ocean. Brilliant golden sunlight filters through the shimmering waters, casting ever-shifting, dancing, and shimmering beams of jewels across the clear waters. A massive humpback whale unfurls across the frame with a serene, majestic grace. Its deep indigo skin is speckled with tiny white scars and clusters of barnacles, the textured details clearly visible as the light passes over its massive back. Its impossibly long pectoral fins gently slice through the current like wings, its massive tail fin oscillating with slow, effortless force, propelling its massive body forward with steady, deliberate force. Occasionally, tiny schools of silvery fish are disturbed and scattered. The scene is painted in a cool, pure blue, punctuated by warm sunlight, creating an atmosphere both majestic and profoundly tranquil, imbued with a sense of awe for life itself.", + "seed": 32875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_15/index_8446_seed_32875_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07562378449365496, + "vlm_logprob": -0.07562378449365496, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.07562378449365496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020778034813702106 + ], + "opposite_logprob_tokens": [ + -6.877077579498291 + ], + "logprob_reward": -0.0020778034813702106, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0020778034813702106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24851582944393158, + 0.11150629818439484, + 0.2626827359199524, + 0.06316768378019333, + 0.06956356018781662, + 0.029381459578871727, + 0.04307309538125992, + 0.049765873700380325, + 0.044706981629133224, + 0.0776364877820015 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0020778034813702106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463993102312088 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00463993102312088, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463993102312088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1552150398492813, + 0.09494154900312424, + 0.30933189392089844, + 0.09132793545722961, + 0.08133789896965027, + 0.017096593976020813, + 0.02963387221097946, + 0.03599422425031662, + 0.06427879631519318, + 0.12084215879440308 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00463993102312088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818215288221836 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.01818215288221836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818215288221836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14237746596336365, + 0.138752743601799, + 0.1417422592639923, + 0.25278639793395996, + 0.0580313540995121, + 0.019016118720173836, + 0.07838993519544601, + 0.09967219829559326, + 0.046144865453243256, + 0.023086687549948692 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.01818215288221836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485845625400543 + ], + "opposite_logprob_tokens": [ + -1.223584532737732 + ], + "logprob_reward": -0.3485845625400543, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485845625400543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07400795072317123, + 0.06540830433368683, + 0.23682810366153717, + 0.21420979499816895, + 0.04887206107378006, + 0.03256908059120178, + 0.0891188234090805, + 0.09864598512649536, + 0.049827270209789276, + 0.09051263332366943 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.3485845625400543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep azure ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible swimming through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the whale's skin deep indigo with visible white scars and barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are beams of golden sunlight filtering through the water and illuminating the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17115001380443573, + 0.07459379732608795, + 0.15178166329860687, + 0.09451347589492798, + 0.1217970922589302, + 0.053370293229818344, + 0.06338722258806229, + 0.06930617988109589, + 0.06733502447605133, + 0.1327652484178543 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.004634472541511059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_tensor([5802, 5802])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_tensor([5802, 5802])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae9bad6dfea4096c01441900fbc1ad37688607f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_tensor([5802, 5802])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up macro shot, captured digitally in high-fidelity with deep contrast, remains static, its pristine, razor-sharp focus fixed on a meticulously arranged stack of delicate chocolate wafers. The wafers rest on a dark, non-reflective surface, their crisp, golden-brown biscuit layers creating a textural contrast with the thick, velvety layer of rich cocoa cream sandwiched between them. Under a soft, focused, warm light emanating from outside the camera, the entire scene is filmed in super-slow motion. As the heat takes hold, the surface of the topmost cream layer begins to shimmer with a liquid sheen. The cream relentlessly begins to melt, oozing over the crisp, right-angled edges of the biscuits in a rich and luxurious manner. With hypnotic clarity, the camera captures the moment a perfect drop forms, extending downward as it liquefies, its surface reflecting the warm light before separating, creating a mesmerizing and intensely appetizing scene that celebrates pure indulgence.", + "seed": 20216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_5802_seed_20216_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32710211612284185, + "vlm_logprob": -0.32710211612284185, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.32710211612284185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014267577789723873 + ], + "opposite_logprob_tokens": [ + -4.514267444610596 + ], + "logprob_reward": -0.014267577789723873, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.014267577789723873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023166563361883163, + 0.023143840953707695, + 0.03429020941257477, + 0.02772754430770874, + 0.023116109892725945, + 0.028308134526014328, + 0.573519766330719, + 0.055407680571079254, + 0.021231623366475105, + 0.19008848071098328 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.014267577789723873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134430646896362 + ], + "opposite_logprob_tokens": [ + -0.31344306468963623 + ], + "logprob_reward": -1.3134430646896362, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134430646896362, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.038001250475645065, + 0.01659940555691719, + 0.060286324471235275, + 0.026561865583062172, + 0.02164924517273903, + 0.24226893484592438, + 0.059781525284051895, + 0.10365012288093567, + 0.06279551982879639, + 0.36840593814849854 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -1.3134430646896362 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032086102291941643 + ], + "opposite_logprob_tokens": [ + -5.753208637237549 + ], + "logprob_reward": -0.0032086102291941643, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032086102291941643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01842338591814041, + 0.01946070045232773, + 0.03593970835208893, + 0.01216261088848114, + 0.012755117379128933, + 0.029647691175341606, + 0.2991183400154114, + 0.02987462468445301, + 0.03445329889655113, + 0.5081644654273987 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.0032086102291941643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900354266166687 + ], + "opposite_logprob_tokens": [ + -2.5790035724639893 + ], + "logprob_reward": -0.07900354266166687, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900354266166687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024651549756526947, + 0.01616392284631729, + 0.018625745549798012, + 0.011074628680944443, + 0.01580062136054039, + 0.06253675371408463, + 0.1864519715309143, + 0.031117452308535576, + 0.035982806235551834, + 0.5975944995880127 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.07900354266166687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558778524398804 + ], + "opposite_logprob_tokens": [ + -1.6005878448486328 + ], + "logprob_reward": -0.22558778524398804, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558778524398804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006624861620366573, + 0.009263161569833755, + 0.020972073078155518, + 0.010458768345415592, + 0.011145525611937046, + 0.014184379950165749, + 0.35111045837402344, + 0.016633296385407448, + 0.013654906302690506, + 0.545952558517456 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.22558778524398804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up macro shot, captured digitally in high-fidelity with deep contrast, remains static, its pristine, razor-sharp focus fixed on a meticulously arranged stack of delicate chocolate wafers. The wafers rest on a dark, non-reflective surface, their crisp, golden-brown biscuit layers creating a textural contrast with the thick, velvety layer of rich cocoa cream sandwiched between them. Under a soft, focused, warm light emanating from outside the camera, the entire scene is filmed in super-slow motion. As the heat takes hold, the surface of the topmost cream layer begins to shimmer with a liquid sheen. The cream relentlessly begins to melt, oozing over the crisp, right-angled edges of the biscuits in a rich and luxurious manner. With hypnotic clarity, the camera captures the moment a perfect drop forms, extending downward as it liquefies, its surface reflecting the warm light before separating, creating a mesmerizing and intensely appetizing scene that celebrates pure indulgence.", + "seed": 20217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_5802_seed_20217_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18909293925389647, + "vlm_logprob": -0.18909293925389647, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.18909293925389647, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05051693320274353 + ], + "opposite_logprob_tokens": [ + -3.1755168437957764 + ], + "logprob_reward": -0.05051693320274353, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05051693320274353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15343144536018372, + 0.059979863464832306, + 0.3456418514251709, + 0.09826497733592987, + 0.08904802799224854, + 0.034162092953920364, + 0.09814237803220749, + 0.05071773752570152, + 0.045273758471012115, + 0.025337832048535347 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.05051693320274353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577804923057556 + ], + "opposite_logprob_tokens": [ + -0.6327804923057556 + ], + "logprob_reward": -0.7577804923057556, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577804923057556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08567076176404953, + 0.18257351219654083, + 0.0851871594786644, + 0.10785363614559174, + 0.06473437696695328, + 0.06903787702322006, + 0.06282605975866318, + 0.05086855590343475, + 0.1594269573688507, + 0.13182111084461212 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.7577804923057556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036283391527831554 + ], + "opposite_logprob_tokens": [ + -5.628628253936768 + ], + "logprob_reward": -0.0036283391527831554, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036283391527831554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18317937850952148, + 0.1506989747285843, + 0.04371465742588043, + 0.08208511769771576, + 0.13523226976394653, + 0.06138155236840248, + 0.07841167598962784, + 0.08298152685165405, + 0.07141284644603729, + 0.11090202629566193 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0036283391527831554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060040831565857 + ], + "opposite_logprob_tokens": [ + -3.8956003189086914 + ], + "logprob_reward": -0.02060040831565857, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060040831565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07872842252254486, + 0.1470116823911667, + 0.11378736048936844, + 0.08578161150217056, + 0.16029343008995056, + 0.09634795784950256, + 0.07767599821090698, + 0.09650316834449768, + 0.09519942104816437, + 0.048670873045921326 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.02060040831565857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129385232925415 + ], + "opposite_logprob_tokens": [ + -2.237938404083252 + ], + "logprob_reward": -0.1129385232925415, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129385232925415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06050300598144531, + 0.18075115978717804, + 0.18448106944561005, + 0.06540890038013458, + 0.10362230241298676, + 0.05463400110602379, + 0.03930027410387993, + 0.09634555131196976, + 0.16127854585647583, + 0.053675245493650436 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.1129385232925415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up macro shot, captured digitally in high-fidelity with deep contrast, remains static, its pristine, razor-sharp focus fixed on a meticulously arranged stack of delicate chocolate wafers. The wafers rest on a dark, non-reflective surface, their crisp, golden-brown biscuit layers creating a textural contrast with the thick, velvety layer of rich cocoa cream sandwiched between them. Under a soft, focused, warm light emanating from outside the camera, the entire scene is filmed in super-slow motion. As the heat takes hold, the surface of the topmost cream layer begins to shimmer with a liquid sheen. The cream relentlessly begins to melt, oozing over the crisp, right-angled edges of the biscuits in a rich and luxurious manner. With hypnotic clarity, the camera captures the moment a perfect drop forms, extending downward as it liquefies, its surface reflecting the warm light before separating, creating a mesmerizing and intensely appetizing scene that celebrates pure indulgence.", + "seed": 20218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_5802_seed_20218_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28507507191970943, + "vlm_logprob": -0.28507507191970943, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.28507507191970943, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04470847547054291 + ], + "opposite_logprob_tokens": [ + -3.294708490371704 + ], + "logprob_reward": -0.04470847547054291, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04470847547054291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08377603441476822, + 0.1161603331565857, + 0.17681770026683807, + 0.032881204038858414, + 0.08678104728460312, + 0.04151419922709465, + 0.26655322313308716, + 0.060359641909599304, + 0.09530748426914215, + 0.039849117398262024 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.04470847547054291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053926706314087 + ], + "opposite_logprob_tokens": [ + -0.4289267361164093 + ], + "logprob_reward": -1.053926706314087, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053926706314087, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.023023488000035286, + 0.02937973663210869, + 0.05437268316745758, + 0.02947867102921009, + 0.01968502625823021, + 0.0734587237238884, + 0.4989076554775238, + 0.05130653828382492, + 0.13972094655036926, + 0.08066651970148087 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -1.053926706314087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968841258436441 + ], + "opposite_logprob_tokens": [ + -5.130969047546387 + ], + "logprob_reward": -0.005968841258436441, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968841258436441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11383131891489029, + 0.3156644403934479, + 0.03168582543730736, + 0.03148040175437927, + 0.0386524572968483, + 0.024292094632983208, + 0.15554486215114594, + 0.0671255886554718, + 0.0645608976483345, + 0.15716207027435303 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.005968841258436441 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039592027664185 + ], + "opposite_logprob_tokens": [ + -1.910395860671997 + ], + "logprob_reward": -0.16039592027664185, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039592027664185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07935377955436707, + 0.06099652498960495, + 0.10657002031803131, + 0.0553126186132431, + 0.04482242465019226, + 0.06998486816883087, + 0.3696027994155884, + 0.06491392105817795, + 0.10657544434070587, + 0.04186754673719406 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.16039592027664185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603754162788391 + ], + "opposite_logprob_tokens": [ + -1.9103753566741943 + ], + "logprob_reward": -0.1603754162788391, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603754162788391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0865040048956871, + 0.03151398152112961, + 0.01721600443124771, + 0.05328129976987839, + 0.0637102946639061, + 0.12698516249656677, + 0.3749236464500427, + 0.05404068902134895, + 0.15310361981391907, + 0.03872135281562805 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.1603754162788391 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up macro shot, captured digitally in high-fidelity with deep contrast, remains static, its pristine, razor-sharp focus fixed on a meticulously arranged stack of delicate chocolate wafers. The wafers rest on a dark, non-reflective surface, their crisp, golden-brown biscuit layers creating a textural contrast with the thick, velvety layer of rich cocoa cream sandwiched between them. Under a soft, focused, warm light emanating from outside the camera, the entire scene is filmed in super-slow motion. As the heat takes hold, the surface of the topmost cream layer begins to shimmer with a liquid sheen. The cream relentlessly begins to melt, oozing over the crisp, right-angled edges of the biscuits in a rich and luxurious manner. With hypnotic clarity, the camera captures the moment a perfect drop forms, extending downward as it liquefies, its surface reflecting the warm light before separating, creating a mesmerizing and intensely appetizing scene that celebrates pure indulgence.", + "seed": 20219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_2/index_5802_seed_20219_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21450418643653393, + "vlm_logprob": -0.21450418643653393, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.21450418643653393, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03600936755537987 + ], + "opposite_logprob_tokens": [ + -3.6610093116760254 + ], + "logprob_reward": -0.03600936755537987, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03600936755537987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18641965091228485, + 0.11797767877578735, + 0.09900837391614914, + 0.12363047152757645, + 0.07909014821052551, + 0.09159906953573227, + 0.10305992513895035, + 0.06707935035228729, + 0.041939396411180496, + 0.0901959016919136 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03600936755537987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983216881752014 + ], + "opposite_logprob_tokens": [ + -0.5233216881752014 + ], + "logprob_reward": -0.8983216881752014, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983216881752014, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14268332719802856, + 0.12655863165855408, + 0.06327441334724426, + 0.3185103237628937, + 0.12867212295532227, + 0.07220233976840973, + 0.051900118589401245, + 0.030391372740268707, + 0.01516206469386816, + 0.05064525082707405 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.8983216881752014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046546440571546555 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.0046546440571546555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046546440571546555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17341206967830658, + 0.13146035373210907, + 0.07905618846416473, + 0.0852658823132515, + 0.13414791226387024, + 0.06975530833005905, + 0.07077418267726898, + 0.10782989114522934, + 0.09228557348251343, + 0.05601271614432335 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0046546440571546555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060554549098015 + ], + "opposite_logprob_tokens": [ + -3.8956055641174316 + ], + "logprob_reward": -0.02060554549098015, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060554549098015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14533254504203796, + 0.02450442686676979, + 0.07207950204610825, + 0.20444965362548828, + 0.20401181280612946, + 0.09336399286985397, + 0.06430244445800781, + 0.07890773564577103, + 0.06885398924350739, + 0.04419384524226189 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02060554549098015 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up macro view of a stack of chocolate wafers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a soft, focused, warm light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video filmed in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the top layer of cream melt and ooze over the right-angled edges of the biscuits?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292968690395355 + ], + "opposite_logprob_tokens": [ + -2.237929582595825 + ], + "logprob_reward": -0.11292968690395355, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292968690395355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10262013971805573, + 0.07635800540447235, + 0.09149010479450226, + 0.1548549234867096, + 0.14948752522468567, + 0.10492237657308578, + 0.02361617423593998, + 0.1494368016719818, + 0.07541264593601227, + 0.0718013122677803 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.11292968690395355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_tensor([5969, 5969])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_tensor([5969, 5969])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d53bface3581eac7341c321a13b66dfccb85289 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_tensor([5969, 5969])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "well-balanced, medium-length, static shot, shot from a level angle, captures the decisive moment when two middle-aged business leaders reach an agreement in a modern, top-floor office. Bright natural light pours in from the large floor-to-ceiling windows, illuminating the space. The man on the left, approximately fifty years old, has meticulously short, dark gray hair and a few lines of wisdom on his face. He wears a well-tailored dark blue pinstripe suit, a crisp white shirt, and a silver-gray silk tie, and a confident, gentle smile. The slightly younger man on the right, dressed in a classic charcoal gray single-breasted suit, paired with a light blue shirt and a deep red tie, has a brighter smile, his eyes gleaming with genuine joy and anticipation. Their hands, clasped tightly in the center of the frame, are shaken up and down in a steady, powerful movement, a solemn gesture that signifies a successful negotiation. The background is a simple, refined office setting, with clean glass windows offering a glimpse of the blurred outlines of the bustling city below. The soft light formed gentle highlights on the exquisite fabric of their suits, and the tones of the whole scene were bright and warm, creating an atmosphere of business cooperation full of a sense of achievement, mutual trust and optimistic prospects.", + "seed": 16673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_5969_seed_16673_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05634830892086029, + "vlm_logprob": -0.05634830892086029, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05634830892086029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15081454813480377 + ], + "opposite_logprob_tokens": [ + -2.0258145332336426 + ], + "logprob_reward": -0.15081454813480377, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15081454813480377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15036797523498535, + 0.0647256001830101, + 0.04768543690443039, + 0.021350914612412453, + 0.03902989998459816, + 0.04849652573466301, + 0.19341763854026794, + 0.3399714529514313, + 0.0733625739812851, + 0.02159200608730316 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.15081454813480377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268143489956856 + ], + "opposite_logprob_tokens": [ + -5.255268096923828 + ], + "logprob_reward": -0.005268143489956856, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268143489956856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22387129068374634, + 0.11066791415214539, + 0.08152254670858383, + 0.033634621649980545, + 0.07621987164020538, + 0.034282136708498, + 0.24218788743019104, + 0.10439161211252213, + 0.050960712134838104, + 0.04226129502058029 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005268143489956856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496670678257942 + ], + "opposite_logprob_tokens": [ + -2.929966688156128 + ], + "logprob_reward": -0.05496670678257942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496670678257942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20518313348293304, + 0.0465463325381279, + 0.09457679092884064, + 0.038016851991415024, + 0.021518193185329437, + 0.10850780457258224, + 0.07712116092443466, + 0.1724766194820404, + 0.1515544205904007, + 0.08449869602918625 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.05496670678257942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205635145306587 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205635145306587, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205635145306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16912509500980377, + 0.06070736050605774, + 0.13796591758728027, + 0.046028416603803635, + 0.05941613391041756, + 0.1145978718996048, + 0.10972434282302856, + 0.1486939787864685, + 0.09341813623905182, + 0.060322728008031845 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.06205635145306587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863579474389553 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863579474389553, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863579474389553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31918781995773315, + 0.1429271399974823, + 0.0497615784406662, + 0.07629109919071198, + 0.08066131174564362, + 0.05765882134437561, + 0.08909375220537186, + 0.0979938730597496, + 0.04278036206960678, + 0.043644294142723083 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00863579474389553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "well-balanced, medium-length, static shot, shot from a level angle, captures the decisive moment when two middle-aged business leaders reach an agreement in a modern, top-floor office. Bright natural light pours in from the large floor-to-ceiling windows, illuminating the space. The man on the left, approximately fifty years old, has meticulously short, dark gray hair and a few lines of wisdom on his face. He wears a well-tailored dark blue pinstripe suit, a crisp white shirt, and a silver-gray silk tie, and a confident, gentle smile. The slightly younger man on the right, dressed in a classic charcoal gray single-breasted suit, paired with a light blue shirt and a deep red tie, has a brighter smile, his eyes gleaming with genuine joy and anticipation. Their hands, clasped tightly in the center of the frame, are shaken up and down in a steady, powerful movement, a solemn gesture that signifies a successful negotiation. The background is a simple, refined office setting, with clean glass windows offering a glimpse of the blurred outlines of the bustling city below. The soft light formed gentle highlights on the exquisite fabric of their suits, and the tones of the whole scene were bright and warm, creating an atmosphere of business cooperation full of a sense of achievement, mutual trust and optimistic prospects.", + "seed": 16674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_5969_seed_16674_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07481082016602159, + "vlm_logprob": -0.07481082016602159, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.07481082016602159, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2681201100349426 + ], + "opposite_logprob_tokens": [ + -1.5181200504302979 + ], + "logprob_reward": -0.2681201100349426, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2681201100349426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09467048943042755, + 0.05128467455506325, + 0.17018167674541473, + 0.032070089131593704, + 0.18527555465698242, + 0.0813470110297203, + 0.036215540021657944, + 0.3148675560951233, + 0.017006173729896545, + 0.01708121970295906 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.2681201100349426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632377600297332 + ], + "opposite_logprob_tokens": [ + -5.628632545471191 + ], + "logprob_reward": -0.003632377600297332, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632377600297332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09379234910011292, + 0.0437081977725029, + 0.036116693168878555, + 0.038193054497241974, + 0.5586257576942444, + 0.09520281106233597, + 0.03207431361079216, + 0.06144819036126137, + 0.016292279586195946, + 0.024546349421143532 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.003632377600297332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801329597830772 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801329597830772, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801329597830772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18624022603034973, + 0.06969903409481049, + 0.07146629691123962, + 0.14331543445587158, + 0.3205769956111908, + 0.058695949614048004, + 0.061492256820201874, + 0.035231105983257294, + 0.01954629458487034, + 0.033736418932676315 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.029801329597830772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041100431233644485, + 0.025332322344183922, + 0.16888032853603363, + 0.20509600639343262, + 0.36828017234802246, + 0.05134056136012077, + 0.06878305226564407, + 0.021200217306613922, + 0.03955501690506935, + 0.010431872680783272 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024846892338246107 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.0024846892338246107, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024846892338246107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390267163515091, + 0.048715658485889435, + 0.0706423968076706, + 0.022981973364949226, + 0.4590487778186798, + 0.10370578616857529, + 0.01388230174779892, + 0.03639063239097595, + 0.0270690955221653, + 0.07853664457798004 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0024846892338246107 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "well-balanced, medium-length, static shot, shot from a level angle, captures the decisive moment when two middle-aged business leaders reach an agreement in a modern, top-floor office. Bright natural light pours in from the large floor-to-ceiling windows, illuminating the space. The man on the left, approximately fifty years old, has meticulously short, dark gray hair and a few lines of wisdom on his face. He wears a well-tailored dark blue pinstripe suit, a crisp white shirt, and a silver-gray silk tie, and a confident, gentle smile. The slightly younger man on the right, dressed in a classic charcoal gray single-breasted suit, paired with a light blue shirt and a deep red tie, has a brighter smile, his eyes gleaming with genuine joy and anticipation. Their hands, clasped tightly in the center of the frame, are shaken up and down in a steady, powerful movement, a solemn gesture that signifies a successful negotiation. The background is a simple, refined office setting, with clean glass windows offering a glimpse of the blurred outlines of the bustling city below. The soft light formed gentle highlights on the exquisite fabric of their suits, and the tones of the whole scene were bright and warm, creating an atmosphere of business cooperation full of a sense of achievement, mutual trust and optimistic prospects.", + "seed": 16675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_5969_seed_16675_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041642640810459854, + "vlm_logprob": -0.041642640810459854, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.041642640810459854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12022717297077179 + ], + "opposite_logprob_tokens": [ + -2.245227098464966 + ], + "logprob_reward": -0.12022717297077179, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12022717297077179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10435701161623001, + 0.07825702428817749, + 0.07246428728103638, + 0.3478033244609833, + 0.10724388062953949, + 0.11968196928501129, + 0.07213809341192245, + 0.04368709772825241, + 0.024383431300520897, + 0.02998393215239048 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.12022717297077179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003634159453213215 + ], + "opposite_logprob_tokens": [ + -5.628633975982666 + ], + "logprob_reward": -0.003634159453213215, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003634159453213215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17845764756202698, + 0.12286943197250366, + 0.10679049044847488, + 0.12902985513210297, + 0.1477925181388855, + 0.14784520864486694, + 0.05026763305068016, + 0.023318393155932426, + 0.052737656980752945, + 0.04089109227061272 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.003634159453213215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101546466350555 + ], + "opposite_logprob_tokens": [ + -3.2881014347076416 + ], + "logprob_reward": -0.038101546466350555, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101546466350555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19663803279399872, + 0.07031174004077911, + 0.11781733483076096, + 0.2595024108886719, + 0.08819247037172318, + 0.14852643013000488, + 0.05152098461985588, + 0.024470966309309006, + 0.020004013553261757, + 0.023015610873699188 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.038101546466350555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043061915785074234 + ], + "opposite_logprob_tokens": [ + -3.1680619716644287 + ], + "logprob_reward": -0.043061915785074234, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043061915785074234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1525070071220398, + 0.04845546558499336, + 0.2457587569952011, + 0.20931926369667053, + 0.0654628723859787, + 0.06776978075504303, + 0.0892116129398346, + 0.05303584411740303, + 0.02654869668185711, + 0.04193071648478508 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.043061915785074234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031884093768894672 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031884093768894672, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031884093768894672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2999837100505829, + 0.13250243663787842, + 0.058483678847551346, + 0.09052131325006485, + 0.05661052465438843, + 0.11009281873703003, + 0.0740736722946167, + 0.056798677891492844, + 0.04346794635057449, + 0.07746510207653046 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0031884093768894672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "well-balanced, medium-length, static shot, shot from a level angle, captures the decisive moment when two middle-aged business leaders reach an agreement in a modern, top-floor office. Bright natural light pours in from the large floor-to-ceiling windows, illuminating the space. The man on the left, approximately fifty years old, has meticulously short, dark gray hair and a few lines of wisdom on his face. He wears a well-tailored dark blue pinstripe suit, a crisp white shirt, and a silver-gray silk tie, and a confident, gentle smile. The slightly younger man on the right, dressed in a classic charcoal gray single-breasted suit, paired with a light blue shirt and a deep red tie, has a brighter smile, his eyes gleaming with genuine joy and anticipation. Their hands, clasped tightly in the center of the frame, are shaken up and down in a steady, powerful movement, a solemn gesture that signifies a successful negotiation. The background is a simple, refined office setting, with clean glass windows offering a glimpse of the blurred outlines of the bustling city below. The soft light formed gentle highlights on the exquisite fabric of their suits, and the tones of the whole scene were bright and warm, creating an atmosphere of business cooperation full of a sense of achievement, mutual trust and optimistic prospects.", + "seed": 16676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_3/index_5969_seed_16676_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04756117919459939, + "vlm_logprob": -0.04756117919459939, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04756117919459939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12808887660503387 + ], + "opposite_logprob_tokens": [ + -2.25308895111084 + ], + "logprob_reward": -0.12808887660503387, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12808887660503387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19368460774421692, + 0.23332946002483368, + 0.12921591103076935, + 0.0917021781206131, + 0.054737433791160583, + 0.09406605362892151, + 0.03523669391870499, + 0.06171243637800217, + 0.06201208755373955, + 0.04430319368839264 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.12808887660503387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272649694234133 + ], + "opposite_logprob_tokens": [ + -5.25527286529541 + ], + "logprob_reward": -0.005272649694234133, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272649694234133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22525905072689056, + 0.4087779223918915, + 0.07273291051387787, + 0.04605475813150406, + 0.05676545202732086, + 0.03378809615969658, + 0.045163653790950775, + 0.021747451275587082, + 0.04898274317383766, + 0.04072798788547516 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005272649694234133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097646087408066 + ], + "opposite_logprob_tokens": [ + -3.288097620010376 + ], + "logprob_reward": -0.038097646087408066, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097646087408066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24305085837841034, + 0.23257744312286377, + 0.11831960082054138, + 0.10327690094709396, + 0.10062681883573532, + 0.04844023287296295, + 0.042129967361688614, + 0.036171603947877884, + 0.0371132493019104, + 0.03829329088330269 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038097646087408066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306214302778244 + ], + "opposite_logprob_tokens": [ + -3.168062210083008 + ], + "logprob_reward": -0.04306214302778244, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306214302778244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2562941908836365, + 0.20820868015289307, + 0.13495486974716187, + 0.08691467344760895, + 0.12245846539735794, + 0.04768449813127518, + 0.05399339273571968, + 0.01945449970662594, + 0.03828232362866402, + 0.031754374504089355 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04306214302778244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two middle-aged business men visible shaking hands in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man on the left wearing a dark blue pinstripe suit with a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man on the right wearing a charcoal gray single-breasted suit with a deep red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a modern top-floor office with large floor-to-ceiling windows showing a blurred city view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284580558538437 + ], + "opposite_logprob_tokens": [ + -3.773284673690796 + ], + "logprob_reward": -0.023284580558538437, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284580558538437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29048648476600647, + 0.19570109248161316, + 0.12786658108234406, + 0.05962000787258148, + 0.09438099712133408, + 0.046700116246938705, + 0.0395997129380703, + 0.07144896686077118, + 0.0422537699341774, + 0.03194228932261467 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023284580558538437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_tensor([4399, 4399])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_tensor([4399, 4399])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..867e4af53e8f648516c1c77d1f249b3c9826d924 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_tensor([4399, 4399])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from a level angle, the camera slowly and steadily pans forward, immersing the frame in an endless, pure black void. At the center of this void, a massive lotus flower composed of pure light stands at the very heart of the frame. Its high-contrast monochrome palette creates razor-sharp highlights at the edges of the petals, while shadows are as deep as ink. Layer upon layer of massive, heavy petals begin to unfold, one by one, at a pace visible to the naked eye yet incredibly graceful and deliberate. Each movement is accompanied by the flow and shifting of light and shadow, as if performing a silent cosmic ballet. As the petals fully unfold, a young man, sitting cross-legged, gradually emerges at the center of the shimmering pistil, composed of countless threads of light. He has short black hair, delicate features, and a slight upward curve of his lips, a sly yet innocent smile. When the lotus fully blooms, the young man's eyes slowly open, revealing a pair of deep, obsidian irises that seem to hold the secrets of the entire universe. The moment he opened his eyes, a sharp and dazzling horizontal anamorphic lens flare quickly crossed the entire frame, briefly illuminating the outline of his face. The entire scene was filled with a mysterious and solemn atmosphere of creation. The extreme interweaving of light and darkness created a sacred and powerful visual spectacle.", + "seed": 13765, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_4399_seed_13765_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08735350277274848, + "vlm_logprob": -0.08735350277274848, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08735350277274848, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16435709595680237 + ], + "opposite_logprob_tokens": [ + -2.0393571853637695 + ], + "logprob_reward": -0.16435709595680237, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.16435709595680237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11441497504711151, + 0.06398552656173706, + 0.059108056128025055, + 0.038464754819869995, + 0.02009834721684456, + 0.05199114978313446, + 0.0886225774884224, + 0.22337429225444794, + 0.2869795858860016, + 0.05296076461672783 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.16435709595680237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282546937465668 + ], + "opposite_logprob_tokens": [ + -2.0178253650665283 + ], + "logprob_reward": -0.14282546937465668, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282546937465668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1100887730717659, + 0.09153690189123154, + 0.06665974110364914, + 0.12147539854049683, + 0.04403056204319, + 0.0674535408616066, + 0.08984824270009995, + 0.27419766783714294, + 0.043895360082387924, + 0.09081380814313889 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.14282546937465668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346195489168167 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.026346195489168167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346195489168167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11145219951868057, + 0.0962878167629242, + 0.05663155019283295, + 0.04645418003201485, + 0.03934847190976143, + 0.05621282011270523, + 0.08757194876670837, + 0.28575074672698975, + 0.09074334055185318, + 0.1295469105243683 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.026346195489168167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419165637344122 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.01419165637344122, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419165637344122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04826715588569641, + 0.04115839675068855, + 0.04162188991904259, + 0.0352897085249424, + 0.03025973029434681, + 0.022479383274912834, + 0.04350924864411354, + 0.10655002295970917, + 0.09525804221630096, + 0.5356063842773438 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01419165637344122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904709666967392 + ], + "opposite_logprob_tokens": [ + -2.4640471935272217 + ], + "logprob_reward": -0.08904709666967392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904709666967392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1087288111448288, + 0.07607091218233109, + 0.07463735342025757, + 0.064656563103199, + 0.05109027773141861, + 0.04081973433494568, + 0.06385305523872375, + 0.08108186721801758, + 0.07366940379142761, + 0.3653920292854309 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.08904709666967392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a level angle, the camera slowly and steadily pans forward, immersing the frame in an endless, pure black void. At the center of this void, a massive lotus flower composed of pure light stands at the very heart of the frame. Its high-contrast monochrome palette creates razor-sharp highlights at the edges of the petals, while shadows are as deep as ink. Layer upon layer of massive, heavy petals begin to unfold, one by one, at a pace visible to the naked eye yet incredibly graceful and deliberate. Each movement is accompanied by the flow and shifting of light and shadow, as if performing a silent cosmic ballet. As the petals fully unfold, a young man, sitting cross-legged, gradually emerges at the center of the shimmering pistil, composed of countless threads of light. He has short black hair, delicate features, and a slight upward curve of his lips, a sly yet innocent smile. When the lotus fully blooms, the young man's eyes slowly open, revealing a pair of deep, obsidian irises that seem to hold the secrets of the entire universe. The moment he opened his eyes, a sharp and dazzling horizontal anamorphic lens flare quickly crossed the entire frame, briefly illuminating the outline of his face. The entire scene was filled with a mysterious and solemn atmosphere of creation. The extreme interweaving of light and darkness created a sacred and powerful visual spectacle.", + "seed": 13766, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_4399_seed_13766_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08003290900960565, + "vlm_logprob": -0.08003290900960565, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.08003290900960565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23794586956501007 + ], + "opposite_logprob_tokens": [ + -1.6129459142684937 + ], + "logprob_reward": -0.23794586956501007, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23794586956501007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03581174835562706, + 0.2858452796936035, + 0.019251227378845215, + 0.060329362750053406, + 0.10612289607524872, + 0.06366363912820816, + 0.15664048492908478, + 0.06919799000024796, + 0.0687481239438057, + 0.1343892514705658 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.23794586956501007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085094541311264 + ], + "opposite_logprob_tokens": [ + -3.1680850982666016 + ], + "logprob_reward": -0.043085094541311264, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085094541311264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03497008606791496, + 0.23693661391735077, + 0.036894213408231735, + 0.058130934834480286, + 0.05402963235974312, + 0.06406408548355103, + 0.2273266464471817, + 0.031499989330768585, + 0.045491088181734085, + 0.21065673232078552 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.043085094541311264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463957479223609 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.00463957479223609, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463957479223609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03453856334090233, + 0.13435228168964386, + 0.06991028785705566, + 0.13274022936820984, + 0.06391886621713638, + 0.036620453000068665, + 0.3875197172164917, + 0.042415667325258255, + 0.0469818152487278, + 0.0510021448135376 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.00463957479223609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418777834624052 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.01418777834624052, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418777834624052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015437391586601734, + 0.07325408607721329, + 0.008723365142941475, + 0.04969896003603935, + 0.042764291167259216, + 0.027726897969841957, + 0.3284822702407837, + 0.053498268127441406, + 0.3171197474002838, + 0.0832948088645935 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.01418777834624052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030622780323029 + ], + "opposite_logprob_tokens": [ + -2.350306272506714 + ], + "logprob_reward": -0.10030622780323029, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030622780323029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03649233654141426, + 0.14280842244625092, + 0.01859799399971962, + 0.2011665403842926, + 0.04261349141597748, + 0.04909544065594673, + 0.19654034078121185, + 0.09877383708953857, + 0.09957078099250793, + 0.11434082686901093 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.10030622780323029 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a level angle, the camera slowly and steadily pans forward, immersing the frame in an endless, pure black void. At the center of this void, a massive lotus flower composed of pure light stands at the very heart of the frame. Its high-contrast monochrome palette creates razor-sharp highlights at the edges of the petals, while shadows are as deep as ink. Layer upon layer of massive, heavy petals begin to unfold, one by one, at a pace visible to the naked eye yet incredibly graceful and deliberate. Each movement is accompanied by the flow and shifting of light and shadow, as if performing a silent cosmic ballet. As the petals fully unfold, a young man, sitting cross-legged, gradually emerges at the center of the shimmering pistil, composed of countless threads of light. He has short black hair, delicate features, and a slight upward curve of his lips, a sly yet innocent smile. When the lotus fully blooms, the young man's eyes slowly open, revealing a pair of deep, obsidian irises that seem to hold the secrets of the entire universe. The moment he opened his eyes, a sharp and dazzling horizontal anamorphic lens flare quickly crossed the entire frame, briefly illuminating the outline of his face. The entire scene was filled with a mysterious and solemn atmosphere of creation. The extreme interweaving of light and darkness created a sacred and powerful visual spectacle.", + "seed": 13767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_4399_seed_13767_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12110797911882401, + "vlm_logprob": -0.12110797911882401, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.12110797911882401, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24577373266220093 + ], + "opposite_logprob_tokens": [ + -1.6207737922668457 + ], + "logprob_reward": -0.24577373266220093, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24577373266220093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20612108707427979, + 0.09963112324476242, + 0.05875932425260544, + 0.12011846154928207, + 0.03685608133673668, + 0.05541371554136276, + 0.06263118237257004, + 0.05003479868173599, + 0.09887205064296722, + 0.2115621715784073 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.24577373266220093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003507599234581 + ], + "opposite_logprob_tokens": [ + -2.350350856781006 + ], + "logprob_reward": -0.1003507599234581, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003507599234581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14928781986236572, + 0.10738123208284378, + 0.03045853041112423, + 0.15918120741844177, + 0.12081149965524673, + 0.04684074595570564, + 0.15956784784793854, + 0.0519772544503212, + 0.05851316079497337, + 0.11598068475723267 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.1003507599234581 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001692801713943 + ], + "opposite_logprob_tokens": [ + -2.695016860961914 + ], + "logprob_reward": -0.07001692801713943, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001692801713943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08817195892333984, + 0.15638183057308197, + 0.04404132813215256, + 0.17915095388889313, + 0.07450476288795471, + 0.09205974638462067, + 0.07453250139951706, + 0.11408721655607224, + 0.08110330253839493, + 0.0959664061665535 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.07001692801713943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003350168466568 + ], + "opposite_logprob_tokens": [ + -2.350335121154785 + ], + "logprob_reward": -0.1003350168466568, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003350168466568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0535944327712059, + 0.04175430163741112, + 0.038980092853307724, + 0.049095720052719116, + 0.06402242928743362, + 0.09473519027233124, + 0.18081305921077728, + 0.03776482120156288, + 0.17076101899147034, + 0.2684789299964905 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.1003350168466568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906345814466476 + ], + "opposite_logprob_tokens": [ + -2.4640634059906006 + ], + "logprob_reward": -0.08906345814466476, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906345814466476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09063684195280075, + 0.0650601014494896, + 0.05056068301200867, + 0.061434756964445114, + 0.08530979603528976, + 0.047450415790081024, + 0.1279585212469101, + 0.05075868219137192, + 0.141620934009552, + 0.27920928597450256 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.08906345814466476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a level angle, the camera slowly and steadily pans forward, immersing the frame in an endless, pure black void. At the center of this void, a massive lotus flower composed of pure light stands at the very heart of the frame. Its high-contrast monochrome palette creates razor-sharp highlights at the edges of the petals, while shadows are as deep as ink. Layer upon layer of massive, heavy petals begin to unfold, one by one, at a pace visible to the naked eye yet incredibly graceful and deliberate. Each movement is accompanied by the flow and shifting of light and shadow, as if performing a silent cosmic ballet. As the petals fully unfold, a young man, sitting cross-legged, gradually emerges at the center of the shimmering pistil, composed of countless threads of light. He has short black hair, delicate features, and a slight upward curve of his lips, a sly yet innocent smile. When the lotus fully blooms, the young man's eyes slowly open, revealing a pair of deep, obsidian irises that seem to hold the secrets of the entire universe. The moment he opened his eyes, a sharp and dazzling horizontal anamorphic lens flare quickly crossed the entire frame, briefly illuminating the outline of his face. The entire scene was filled with a mysterious and solemn atmosphere of creation. The extreme interweaving of light and darkness created a sacred and powerful visual spectacle.", + "seed": 13768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_4/index_4399_seed_13768_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08643531817942858, + "vlm_logprob": -0.08643531817942858, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08643531817942858, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24839071929454803 + ], + "opposite_logprob_tokens": [ + -1.6233906745910645 + ], + "logprob_reward": -0.24839071929454803, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24839071929454803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06995345652103424, + 0.06559857726097107, + 0.0782649889588356, + 0.07856183499097824, + 0.08153152465820312, + 0.10823572427034378, + 0.40551671385765076, + 0.038770608603954315, + 0.030334750190377235, + 0.04323180019855499 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.24839071929454803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905647695064545 + ], + "opposite_logprob_tokens": [ + -2.4640564918518066 + ], + "logprob_reward": -0.08905647695064545, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905647695064545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13001489639282227, + 0.14854639768600464, + 0.09698333591222763, + 0.04591202363371849, + 0.0472516268491745, + 0.13529719412326813, + 0.09594111144542694, + 0.031112633645534515, + 0.16205184161663055, + 0.10688892006874084 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.08905647695064545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03586750477552414, + 0.04201999306678772, + 0.12104485929012299, + 0.1521541029214859, + 0.17136935889720917, + 0.17963309586048126, + 0.08058390766382217, + 0.06570640951395035, + 0.11412804573774338, + 0.037492718547582626 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.00864111352711916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063909977674484 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063909977674484, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063909977674484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06254524737596512, + 0.037528883665800095, + 0.04250099137425423, + 0.04715156555175781, + 0.06626737117767334, + 0.05576023831963539, + 0.0687415599822998, + 0.12395129352807999, + 0.1344824731349945, + 0.3610703647136688 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.016063909977674484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle level and does it pan forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an endless, pure black void with a massive lotus flower composed of pure light at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold layer by layer at a visible pace with high-contrast monochrome lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a young man with short black hair, delicate features, and a slight upward curve of his lips emerge from the center of the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the young man's eyes open to reveal deep obsidian irises followed by a sharp horizontal anamorphic lens flare crossing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002437114715576 + ], + "opposite_logprob_tokens": [ + -2.6950244903564453 + ], + "logprob_reward": -0.07002437114715576, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002437114715576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0711495578289032, + 0.06783519685268402, + 0.046126462519168854, + 0.052885133773088455, + 0.06773387640714645, + 0.050903912633657455, + 0.09656721353530884, + 0.054082613438367844, + 0.3367765247821808, + 0.1559394747018814 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.07002437114715576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_tensor([2969, 2969])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_tensor([2969, 2969])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e1066a4f12687e61dae7c016489c0bdc8ab5ef65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_tensor([2969, 2969])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the camera panning slightly to the right as the leading cavalrymen charge, captures the full dynamic of a cavalry unit clad in full plate armor charging with unstoppable force. Despite the overcast sky, the image's colors are remarkably rich and saturated, imbuing it with a powerful documentary feel. The leading knight, mounted on a muscular black warhorse also clad in metal armor, crashes with immense force, its armored chest into a rough, peaked wooden fence. The fence instantly shatters, sending a shower of wood chips and dirt cascading toward the camera. The knights' armor gleams with a cold metallic sheen, scarred and dented by battle. Their closed helmets reveal only narrow slits in their glares, revealing a steely gaze. The even, cool diffuse light sharply outlines every contour of the armor and the muscular lines of the warhorses, bulging with energy. The crimson or royal blue emblems on the cavalry's cloaks stand out against the saturated colors, creating a stark contrast with the dark brown mud splashing beneath the horses' hooves. As the first line of defense collapses, the subsequent cavalry surges into the breach like a torrent. The entire scene is imbued with a primal, untamed power and a rich, oil-painted texture, creating a chaotic yet unstoppable atmosphere of war.", + "seed": 28398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_2969_seed_28398_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16390804145485163, + "vlm_logprob": -0.16390804145485163, + "vlm_yes_no_margin": 2.675000011920929, + "vlm_token_credit": -0.16390804145485163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4157487750053406 + ], + "opposite_logprob_tokens": [ + -1.1657488346099854 + ], + "logprob_reward": -0.4157487750053406, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.4157487750053406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11986930668354034, + 0.06960349529981613, + 0.04411785677075386, + 0.0387062169611454, + 0.037777841091156006, + 0.11522191017866135, + 0.05276979133486748, + 0.09837844222784042, + 0.38247784972190857, + 0.04107730835676193 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.4157487750053406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799217164516449 + ], + "opposite_logprob_tokens": [ + -1.8049217462539673 + ], + "logprob_reward": -0.1799217164516449, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799217164516449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295214742422104, + 0.14017106592655182, + 0.28971266746520996, + 0.051689039915800095, + 0.029307568445801735, + 0.043317973613739014, + 0.03779930993914604, + 0.048825036734342575, + 0.18268103897571564, + 0.0469747893512249 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.1799217164516449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158612728118896 + ], + "opposite_logprob_tokens": [ + -1.701586127281189 + ], + "logprob_reward": -0.20158612728118896, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158612728118896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05154456943273544, + 0.08508056402206421, + 0.08840297907590866, + 0.06479047983884811, + 0.1434304267168045, + 0.0999704897403717, + 0.08102118968963623, + 0.11121276021003723, + 0.2034636288881302, + 0.07108297199010849 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.20158612728118896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101318307220936 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101318307220936, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101318307220936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10518855601549149, + 0.03291472792625427, + 0.04546366631984711, + 0.0581228993833065, + 0.05716356262564659, + 0.04267987236380577, + 0.16267645359039307, + 0.17691321671009064, + 0.2471001297235489, + 0.07177694141864777 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.004101318307220936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19375278055667877, + 0.0374595932662487, + 0.09751975536346436, + 0.07482320815324783, + 0.07728507369756699, + 0.06413762271404266, + 0.08734763413667679, + 0.08051446080207825, + 0.14593663811683655, + 0.14122316241264343 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.018182270228862762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera panning slightly to the right as the leading cavalrymen charge, captures the full dynamic of a cavalry unit clad in full plate armor charging with unstoppable force. Despite the overcast sky, the image's colors are remarkably rich and saturated, imbuing it with a powerful documentary feel. The leading knight, mounted on a muscular black warhorse also clad in metal armor, crashes with immense force, its armored chest into a rough, peaked wooden fence. The fence instantly shatters, sending a shower of wood chips and dirt cascading toward the camera. The knights' armor gleams with a cold metallic sheen, scarred and dented by battle. Their closed helmets reveal only narrow slits in their glares, revealing a steely gaze. The even, cool diffuse light sharply outlines every contour of the armor and the muscular lines of the warhorses, bulging with energy. The crimson or royal blue emblems on the cavalry's cloaks stand out against the saturated colors, creating a stark contrast with the dark brown mud splashing beneath the horses' hooves. As the first line of defense collapses, the subsequent cavalry surges into the breach like a torrent. The entire scene is imbued with a primal, untamed power and a rich, oil-painted texture, creating a chaotic yet unstoppable atmosphere of war.", + "seed": 28399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_2969_seed_28399_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09351106584072114, + "vlm_logprob": -0.09351106584072114, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09351106584072114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15932895243167877 + ], + "opposite_logprob_tokens": [ + -2.0343289375305176 + ], + "logprob_reward": -0.15932895243167877, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15932895243167877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18425875902175903, + 0.1274573653936386, + 0.12409665435552597, + 0.08349427580833435, + 0.060410916805267334, + 0.07584404200315475, + 0.10660377889871597, + 0.03315369784832001, + 0.16173365712165833, + 0.04294685274362564 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.15932895243167877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991065979003906 + ], + "opposite_logprob_tokens": [ + -1.804910659790039 + ], + "logprob_reward": -0.17991065979003906, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991065979003906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05330243334174156, + 0.0859975591301918, + 0.08981279283761978, + 0.06606725603342056, + 0.06157956272363663, + 0.12712028622627258, + 0.31369611620903015, + 0.06909555941820145, + 0.09475555270910263, + 0.03857288882136345 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.17991065979003906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294490844011307 + ], + "opposite_logprob_tokens": [ + -2.2379448413848877 + ], + "logprob_reward": -0.11294490844011307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294490844011307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07579214870929718, + 0.10644516348838806, + 0.12529148161411285, + 0.08952502906322479, + 0.09178918600082397, + 0.12673068046569824, + 0.21657900512218475, + 0.020180687308311462, + 0.12177178263664246, + 0.025894898921251297 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.11294490844011307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884355902671814, + 0.07312822341918945, + 0.15207253396511078, + 0.05233841389417648, + 0.06226131692528725, + 0.09384472668170929, + 0.06599082797765732, + 0.061154093593358994, + 0.08750694990158081, + 0.14285941421985626 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.006739386357367039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631422184407711 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631422184407711, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631422184407711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11148229986429214, + 0.10970401763916016, + 0.07250217348337173, + 0.05235633626580238, + 0.09313639998435974, + 0.09946583956480026, + 0.07383903861045837, + 0.23533736169338226, + 0.04943949356675148, + 0.10273702442646027 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.008631422184407711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera panning slightly to the right as the leading cavalrymen charge, captures the full dynamic of a cavalry unit clad in full plate armor charging with unstoppable force. Despite the overcast sky, the image's colors are remarkably rich and saturated, imbuing it with a powerful documentary feel. The leading knight, mounted on a muscular black warhorse also clad in metal armor, crashes with immense force, its armored chest into a rough, peaked wooden fence. The fence instantly shatters, sending a shower of wood chips and dirt cascading toward the camera. The knights' armor gleams with a cold metallic sheen, scarred and dented by battle. Their closed helmets reveal only narrow slits in their glares, revealing a steely gaze. The even, cool diffuse light sharply outlines every contour of the armor and the muscular lines of the warhorses, bulging with energy. The crimson or royal blue emblems on the cavalry's cloaks stand out against the saturated colors, creating a stark contrast with the dark brown mud splashing beneath the horses' hooves. As the first line of defense collapses, the subsequent cavalry surges into the breach like a torrent. The entire scene is imbued with a primal, untamed power and a rich, oil-painted texture, creating a chaotic yet unstoppable atmosphere of war.", + "seed": 28400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_2969_seed_28400_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15612752102315425, + "vlm_logprob": -0.15612752102315425, + "vlm_yes_no_margin": 2.800000011920929, + "vlm_token_credit": -0.15612752102315425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4468840956687927 + ], + "opposite_logprob_tokens": [ + -1.1968841552734375 + ], + "logprob_reward": -0.4468840956687927, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.4468840956687927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19633007049560547, + 0.1350141018629074, + 0.07843232154846191, + 0.08854001015424728, + 0.059123747050762177, + 0.0609859935939312, + 0.023951455950737, + 0.09315523505210876, + 0.1491914540529251, + 0.11527563631534576 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.4468840956687927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521291673183441 + ], + "opposite_logprob_tokens": [ + -1.5021291971206665 + ], + "logprob_reward": -0.2521291673183441, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521291673183441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11815836280584335, + 0.09937039017677307, + 0.10101951658725739, + 0.022413624450564384, + 0.30513662099838257, + 0.10002151876688004, + 0.03783222287893295, + 0.04489203169941902, + 0.13174502551555634, + 0.03941069170832634 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.2521291673183441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205892935395241 + ], + "opposite_logprob_tokens": [ + -2.812058925628662 + ], + "logprob_reward": -0.06205892935395241, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205892935395241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12407568842172623, + 0.08339248597621918, + 0.10663735866546631, + 0.03279254585504532, + 0.036689504981040955, + 0.327594131231308, + 0.012727917172014713, + 0.06903930008411407, + 0.08752167224884033, + 0.11952941119670868 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06205892935395241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978943519294262 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.00978943519294262, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978943519294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08127640932798386, + 0.04946053773164749, + 0.06235438585281372, + 0.039202213287353516, + 0.05980871617794037, + 0.15363655984401703, + 0.04112769663333893, + 0.10576815903186798, + 0.3640274107456207, + 0.043337974697351456 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.00978943519294262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.065952830016613, + 0.09514045715332031, + 0.0544184185564518, + 0.048438139259815216, + 0.11136993020772934, + 0.2260236293077469, + 0.0495896190404892, + 0.10333734005689621, + 0.22073443233966827, + 0.02499520778656006 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera panning slightly to the right as the leading cavalrymen charge, captures the full dynamic of a cavalry unit clad in full plate armor charging with unstoppable force. Despite the overcast sky, the image's colors are remarkably rich and saturated, imbuing it with a powerful documentary feel. The leading knight, mounted on a muscular black warhorse also clad in metal armor, crashes with immense force, its armored chest into a rough, peaked wooden fence. The fence instantly shatters, sending a shower of wood chips and dirt cascading toward the camera. The knights' armor gleams with a cold metallic sheen, scarred and dented by battle. Their closed helmets reveal only narrow slits in their glares, revealing a steely gaze. The even, cool diffuse light sharply outlines every contour of the armor and the muscular lines of the warhorses, bulging with energy. The crimson or royal blue emblems on the cavalry's cloaks stand out against the saturated colors, creating a stark contrast with the dark brown mud splashing beneath the horses' hooves. As the first line of defense collapses, the subsequent cavalry surges into the breach like a torrent. The entire scene is imbued with a primal, untamed power and a rich, oil-painted texture, creating a chaotic yet unstoppable atmosphere of war.", + "seed": 28401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_5/index_2969_seed_28401_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3188638145104051, + "vlm_logprob": -0.3188638145104051, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.3188638145104051, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6770089864730835 + ], + "opposite_logprob_tokens": [ + -0.8020089864730835 + ], + "logprob_reward": -0.6770089864730835, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6770089864730835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1703914850950241, + 0.05387622117996216, + 0.062360189855098724, + 0.08288278430700302, + 0.39039620757102966, + 0.022158673033118248, + 0.052795879542827606, + 0.07717413455247879, + 0.06007755547761917, + 0.027886876836419106 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.6770089864730835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016019970178604 + ], + "opposite_logprob_tokens": [ + -1.7016019821166992 + ], + "logprob_reward": -0.2016019970178604, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016019970178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08268943428993225, + 0.04758473113179207, + 0.04571634531021118, + 0.037921011447906494, + 0.5712472200393677, + 0.022152699530124664, + 0.04695951193571091, + 0.013398628681898117, + 0.10320104658603668, + 0.029129352420568466 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.2016019970178604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933803558349609 + ], + "opposite_logprob_tokens": [ + -0.6933803558349609 + ], + "logprob_reward": -0.6933803558349609, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933803558349609, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07838568091392517, + 0.09124143421649933, + 0.0886036679148674, + 0.030582867562770844, + 0.07779394090175629, + 0.020873866975307465, + 0.08882981538772583, + 0.0900517925620079, + 0.35674965381622314, + 0.07688736915588379 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.6933803558349609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790142998099327 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.009790142998099327, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790142998099327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054707594215869904, + 0.02090167999267578, + 0.03725454583764076, + 0.127645343542099, + 0.4190441071987152, + 0.02108132839202881, + 0.06811409443616867, + 0.05319270119071007, + 0.11176183819770813, + 0.08629678189754486 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.009790142998099327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slightly to the right as the cavalry charges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cavalrymen clad in full plate armor with scarred and dented surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a leading knight on a muscular black warhorse crash its armored chest into a rough, peaked wooden fence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a shower of wood chips and dirt cascading toward the camera after the fence shatters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07645558565855026, + 0.0254611074924469, + 0.04852207005023956, + 0.0834035873413086, + 0.18622183799743652, + 0.02954765595495701, + 0.10885655134916306, + 0.11735028773546219, + 0.11994343250989914, + 0.2042379230260849 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.012537590228021145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_tensor([9424, 9424])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_tensor([9424, 9424])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..75447194fc4074461dd8bbeac422ad481312cfe4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_tensor([9424, 9424])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot, clinging to the turbulent water, follows a kayaker as he struggles through a narrow channel. Wearing a bright red helmet, drenched in glistening water droplets, and a tight-fitting black neoprene wetsuit over a bright blue life jacket, the kayaker's face is focused and resolute, his jaw set. His bright orange kayak bobs violently through the churning whitewater, sometimes propelled to the crests of the waves, sometimes plunging back into the troughs. With both hands firmly gripping a two-bladed paddle, he thrusts swiftly and decisively into the roaring current with a powerful and rhythmic movement, each stroke generating a tremendous burst of propulsion. The camera pans rapidly as he follows a sharp turn, showing how he skillfully tilts his body and, with a single precise steering stroke, navigates a precarious path around a massive, dark, moss-covered rock that juts out of the rapids. Surrounded by the constant, cold splashes of water, which reflect fleeting iridescence in the bright sunlight, the entire scene is filled with adrenaline-pumping tension and the primitive beauty of man's struggle against the forces of nature, creating an atmosphere of extreme concentration and thrill.", + "seed": 16410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_9424_seed_16410_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025182839669287204, + "vlm_logprob": -0.025182839669287204, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.025182839669287204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03486568480730057 + ], + "opposite_logprob_tokens": [ + -3.409865617752075 + ], + "logprob_reward": -0.03486568480730057, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03486568480730057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14786271750926971, + 0.09199938178062439, + 0.048942193388938904, + 0.24764496088027954, + 0.03577101230621338, + 0.03263416513800621, + 0.07057227939367294, + 0.19022764265537262, + 0.0817289650440216, + 0.0526166632771492 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.03486568480730057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589547231793404 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589547231793404, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589547231793404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11237742006778717, + 0.0601668655872345, + 0.029345566406846046, + 0.1569833904504776, + 0.038467537611722946, + 0.023710353299975395, + 0.2495882362127304, + 0.06036059185862541, + 0.21881547570228577, + 0.05018455162644386 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.020589547231793404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380881205201149 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.0380881205201149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380881205201149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10473799705505371, + 0.1328253448009491, + 0.04994386434555054, + 0.21974800527095795, + 0.18951626121997833, + 0.016631286591291428, + 0.05604890361428261, + 0.049677472561597824, + 0.09458798915147781, + 0.0862828865647316 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.0380881205201149 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188592046499252 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188592046499252, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188592046499252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10555263608694077, + 0.10285503417253494, + 0.02916579321026802, + 0.0988929495215416, + 0.08748947083950043, + 0.03144893795251846, + 0.11639770120382309, + 0.03648630529642105, + 0.09564727544784546, + 0.2960638999938965 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.018188592046499252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014182253740727901 + ], + "opposite_logprob_tokens": [ + -4.264182090759277 + ], + "logprob_reward": -0.014182253740727901, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014182253740727901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11021479219198227, + 0.12526515126228333, + 0.06351219117641449, + 0.18053168058395386, + 0.09742184728384018, + 0.060913510620594025, + 0.06461751461029053, + 0.09696409851312637, + 0.1043710857629776, + 0.09618807584047318 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.014182253740727901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, clinging to the turbulent water, follows a kayaker as he struggles through a narrow channel. Wearing a bright red helmet, drenched in glistening water droplets, and a tight-fitting black neoprene wetsuit over a bright blue life jacket, the kayaker's face is focused and resolute, his jaw set. His bright orange kayak bobs violently through the churning whitewater, sometimes propelled to the crests of the waves, sometimes plunging back into the troughs. With both hands firmly gripping a two-bladed paddle, he thrusts swiftly and decisively into the roaring current with a powerful and rhythmic movement, each stroke generating a tremendous burst of propulsion. The camera pans rapidly as he follows a sharp turn, showing how he skillfully tilts his body and, with a single precise steering stroke, navigates a precarious path around a massive, dark, moss-covered rock that juts out of the rapids. Surrounded by the constant, cold splashes of water, which reflect fleeting iridescence in the bright sunlight, the entire scene is filled with adrenaline-pumping tension and the primitive beauty of man's struggle against the forces of nature, creating an atmosphere of extreme concentration and thrill.", + "seed": 16411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_9424_seed_16411_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014710855297744274, + "vlm_logprob": -0.014710855297744274, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.014710855297744274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012799609452486038 + ], + "opposite_logprob_tokens": [ + -4.5127997398376465 + ], + "logprob_reward": -0.012799609452486038, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012799609452486038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12496623396873474, + 0.030198339372873306, + 0.12596000730991364, + 0.06302901357412338, + 0.0711207464337349, + 0.27267488837242126, + 0.06507688760757446, + 0.07748810946941376, + 0.04571802169084549, + 0.12376777082681656 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.012799609452486038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081389039754868 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081389039754868, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081389039754868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18247254192829132, + 0.039288949221372604, + 0.44698312878608704, + 0.03495730459690094, + 0.04213007912039757, + 0.10940280556678772, + 0.06554890424013138, + 0.033897049725055695, + 0.025050241500139236, + 0.0202690027654171 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.016081389039754868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08154363930225372, + 0.03295445069670677, + 0.17922396957874298, + 0.06210453808307648, + 0.06099354475736618, + 0.10656630992889404, + 0.15673212707042694, + 0.21062088012695312, + 0.04638967290520668, + 0.06287092715501785 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.012539827264845371 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074584797024727 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.016074584797024727, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074584797024727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14361672103405, + 0.03217921406030655, + 0.42269834876060486, + 0.023473655804991722, + 0.03931208327412605, + 0.06390702724456787, + 0.15577752888202667, + 0.05605025961995125, + 0.034918349236249924, + 0.028066836297512054 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.016074584797024727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058865934610367 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.016058865934610367, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058865934610367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17139819264411926, + 0.04340808093547821, + 0.14718730747699738, + 0.02973208576440811, + 0.03825854882597923, + 0.18828453123569489, + 0.23881103098392487, + 0.07756312936544418, + 0.030604416504502296, + 0.03475268557667732 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.016058865934610367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, clinging to the turbulent water, follows a kayaker as he struggles through a narrow channel. Wearing a bright red helmet, drenched in glistening water droplets, and a tight-fitting black neoprene wetsuit over a bright blue life jacket, the kayaker's face is focused and resolute, his jaw set. His bright orange kayak bobs violently through the churning whitewater, sometimes propelled to the crests of the waves, sometimes plunging back into the troughs. With both hands firmly gripping a two-bladed paddle, he thrusts swiftly and decisively into the roaring current with a powerful and rhythmic movement, each stroke generating a tremendous burst of propulsion. The camera pans rapidly as he follows a sharp turn, showing how he skillfully tilts his body and, with a single precise steering stroke, navigates a precarious path around a massive, dark, moss-covered rock that juts out of the rapids. Surrounded by the constant, cold splashes of water, which reflect fleeting iridescence in the bright sunlight, the entire scene is filled with adrenaline-pumping tension and the primitive beauty of man's struggle against the forces of nature, creating an atmosphere of extreme concentration and thrill.", + "seed": 16412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_9424_seed_16412_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025216412916779517, + "vlm_logprob": -0.025216412916779517, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.025216412916779517, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05586288124322891 + ], + "opposite_logprob_tokens": [ + -2.9308629035949707 + ], + "logprob_reward": -0.05586288124322891, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05586288124322891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16177180409431458, + 0.05695422366261482, + 0.16378356516361237, + 0.14759841561317444, + 0.10877243429422379, + 0.16750885546207428, + 0.05704210698604584, + 0.030973048880696297, + 0.06080147624015808, + 0.044794030487537384 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.05586288124322891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792149998247623 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792149998247623, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792149998247623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11458288878202438, + 0.04835566505789757, + 0.18259645998477936, + 0.07447747886180878, + 0.08195158839225769, + 0.1368691325187683, + 0.07949542999267578, + 0.14072005450725555, + 0.07759707421064377, + 0.06335422396659851 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.009792149998247623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06112596392631531, + 0.04184763878583908, + 0.3353038728237152, + 0.03268475830554962, + 0.27635443210601807, + 0.08894923329353333, + 0.018390238285064697, + 0.06649750471115112, + 0.026342611759901047, + 0.052503760904073715 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.01254018023610115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702366054058075 + ], + "opposite_logprob_tokens": [ + -3.4087023735046387 + ], + "logprob_reward": -0.033702366054058075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702366054058075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09152041375637054, + 0.03904453292489052, + 0.25281789898872375, + 0.07962998002767563, + 0.09664684534072876, + 0.10858502238988876, + 0.0348084531724453, + 0.07776792347431183, + 0.08829309046268463, + 0.1308857798576355 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.033702366054058075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418448705226183 + ], + "opposite_logprob_tokens": [ + -4.264184474945068 + ], + "logprob_reward": -0.01418448705226183, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418448705226183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10689736902713776, + 0.059350769966840744, + 0.1394970864057541, + 0.09031911194324493, + 0.09458211809396744, + 0.2850510776042938, + 0.04727791249752045, + 0.03747605159878731, + 0.06467867642641068, + 0.0748697817325592 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.01418448705226183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot, clinging to the turbulent water, follows a kayaker as he struggles through a narrow channel. Wearing a bright red helmet, drenched in glistening water droplets, and a tight-fitting black neoprene wetsuit over a bright blue life jacket, the kayaker's face is focused and resolute, his jaw set. His bright orange kayak bobs violently through the churning whitewater, sometimes propelled to the crests of the waves, sometimes plunging back into the troughs. With both hands firmly gripping a two-bladed paddle, he thrusts swiftly and decisively into the roaring current with a powerful and rhythmic movement, each stroke generating a tremendous burst of propulsion. The camera pans rapidly as he follows a sharp turn, showing how he skillfully tilts his body and, with a single precise steering stroke, navigates a precarious path around a massive, dark, moss-covered rock that juts out of the rapids. Surrounded by the constant, cold splashes of water, which reflect fleeting iridescence in the bright sunlight, the entire scene is filled with adrenaline-pumping tension and the primitive beauty of man's struggle against the forces of nature, creating an atmosphere of extreme concentration and thrill.", + "seed": 16413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_6/index_9424_seed_16413_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.031206012330949308, + "vlm_logprob": -0.031206012330949308, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.031206012330949308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0630561113357544 + ], + "opposite_logprob_tokens": [ + -2.813055992126465 + ], + "logprob_reward": -0.0630561113357544, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0630561113357544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11636348813772202, + 0.09779319912195206, + 0.03328028693795204, + 0.02279774844646454, + 0.2894327938556671, + 0.2959948182106018, + 0.04211053252220154, + 0.030102921649813652, + 0.04840651527047157, + 0.023717690259218216 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0630561113357544 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547479011118412 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547479011118412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547479011118412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061006609350442886, + 0.07128047198057175, + 0.18189777433872223, + 0.03698014095425606, + 0.1639455258846283, + 0.2612047493457794, + 0.06548302620649338, + 0.0652604028582573, + 0.02843952551484108, + 0.06450176984071732 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.012547479011118412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038096267729997635 + ], + "opposite_logprob_tokens": [ + -3.2880961894989014 + ], + "logprob_reward": -0.038096267729997635, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038096267729997635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07263313978910446, + 0.01596573181450367, + 0.0400066077709198, + 0.02530474029481411, + 0.19928747415542603, + 0.49225249886512756, + 0.019073329865932465, + 0.026470419019460678, + 0.07645116746425629, + 0.032554883509874344 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.038096267729997635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980167791247368 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.02980167791247368, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980167791247368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1721515953540802, + 0.10354144871234894, + 0.05179262533783913, + 0.027881598100066185, + 0.05841359496116638, + 0.20216625928878784, + 0.07296127825975418, + 0.026058368384838104, + 0.14967037737369537, + 0.13536286354064941 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.02980167791247368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a kayaker wearing a bright red helmet and a black neoprene wetsuit over a bright blue life jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayaker using a bright orange kayak with a two-bladed paddle to navigate turbulent whitewater rapids?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kayaker perform a sharp turn around a massive, dark, moss-covered rock jutting out of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright sunlight causing cold water splashes to reflect iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dynamic low-angle tracking shot that pans rapidly to follow the kayaker's sharp turn?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528525665402412 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528525665402412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528525665402412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1803121268749237, + 0.06775809079408646, + 0.10855688899755478, + 0.04382965713739395, + 0.0534493625164032, + 0.30402931571006775, + 0.029215408489108086, + 0.0382181741297245, + 0.037963323295116425, + 0.1366676241159439 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.012528525665402412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_tensor([7927, 7927])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_tensor([7927, 7927])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99b2dcba3e360c282561fb697f303b00fba2ea08 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_tensor([7927, 7927])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a close-up imbued with the characteristic hand-painted warmth of Studio Ghibli, a hand carefully tilts an antique clay pot. Its rough, earthy brown texture bears the marks of hand-crafting, its surface gleaming with a warm sheen in the soft window light. A stream of golden, rich, amber-shimmering fragrant oil slowly flows from the pot's mouth, forming a viscous, continuous stream that precisely pours into a simple white porcelain dish below. As the fragrant oil forms a golden pool in the dish, the camera slowly and smoothly tilts downward, finally focusing squarely on the oil's surface, capturing the delicate, graceful ripples that spread outward from the dripping oil. The entire scene, set against the backdrop of a dining table with distinct wood grain, features warm tones and soft light and shadow, imbued with the tranquility, soothing atmosphere of life and the unique charm of hand-painted animation.", + "seed": 19208, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_7927_seed_19208_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06610247489297763, + "vlm_logprob": -0.06610247489297763, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.06610247489297763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09054762870073318 + ], + "opposite_logprob_tokens": [ + -2.465547561645508 + ], + "logprob_reward": -0.09054762870073318, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09054762870073318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3843529224395752, + 0.042491067200899124, + 0.10360480099916458, + 0.08339352905750275, + 0.08788730204105377, + 0.1078086644411087, + 0.08352380990982056, + 0.04193922132253647, + 0.029175644740462303, + 0.03582310676574707 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.09054762870073318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971211474388838 + ], + "opposite_logprob_tokens": [ + -5.130971431732178 + ], + "logprob_reward": -0.005971211474388838, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971211474388838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15682078897953033, + 0.14168819785118103, + 0.06746186316013336, + 0.0968000739812851, + 0.14684294164180756, + 0.16193819046020508, + 0.05520569533109665, + 0.13847705721855164, + 0.021452881395816803, + 0.01331234909594059 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.005971211474388838 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007216709782369435 + ], + "opposite_logprob_tokens": [ + -7.250721454620361 + ], + "logprob_reward": -0.0007216709782369435, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007216709782369435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054905571043491364, + 0.04975977540016174, + 0.09488270431756973, + 0.1803024262189865, + 0.1678752303123474, + 0.18999844789505005, + 0.0731089785695076, + 0.10585959255695343, + 0.057792119681835175, + 0.025515181943774223 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.0007216709782369435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564220428466797 + ], + "opposite_logprob_tokens": [ + -1.600642204284668 + ], + "logprob_reward": -0.22564220428466797, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564220428466797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42780831456184387, + 0.02097358927130699, + 0.01975615881383419, + 0.021947499364614487, + 0.05344311147928238, + 0.018599078059196472, + 0.04020686075091362, + 0.3098852038383484, + 0.08086442202329636, + 0.006515686400234699 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.22564220428466797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629659026861191 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629659026861191, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629659026861191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10792583227157593, + 0.05694964900612831, + 0.06410583108663559, + 0.057885050773620605, + 0.3467317819595337, + 0.17231950163841248, + 0.04360370337963104, + 0.03187299147248268, + 0.08978285640478134, + 0.028822826221585274 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.007629659026861191 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up imbued with the characteristic hand-painted warmth of Studio Ghibli, a hand carefully tilts an antique clay pot. Its rough, earthy brown texture bears the marks of hand-crafting, its surface gleaming with a warm sheen in the soft window light. A stream of golden, rich, amber-shimmering fragrant oil slowly flows from the pot's mouth, forming a viscous, continuous stream that precisely pours into a simple white porcelain dish below. As the fragrant oil forms a golden pool in the dish, the camera slowly and smoothly tilts downward, finally focusing squarely on the oil's surface, capturing the delicate, graceful ripples that spread outward from the dripping oil. The entire scene, set against the backdrop of a dining table with distinct wood grain, features warm tones and soft light and shadow, imbued with the tranquility, soothing atmosphere of life and the unique charm of hand-painted animation.", + "seed": 19209, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_7927_seed_19209_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.155219634459354, + "vlm_logprob": -0.155219634459354, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.155219634459354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6345264315605164 + ], + "opposite_logprob_tokens": [ + -0.7595264315605164 + ], + "logprob_reward": -0.6345264315605164, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6345264315605164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.316207617521286, + 0.12327402085065842, + 0.10626130551099777, + 0.23056267201900482, + 0.0712934210896492, + 0.022642632946372032, + 0.020592376589775085, + 0.04459062218666077, + 0.032355863600969315, + 0.03221950680017471 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.6345264315605164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970619153231382 + ], + "opposite_logprob_tokens": [ + -5.130970478057861 + ], + "logprob_reward": -0.005970619153231382, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005970619153231382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33393484354019165, + 0.21610139310359955, + 0.059751804918050766, + 0.11381389945745468, + 0.08023598790168762, + 0.07705297321081161, + 0.030209004878997803, + 0.02703222632408142, + 0.01877157762646675, + 0.04309624060988426 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005970619153231382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009223736124113202 + ], + "opposite_logprob_tokens": [ + -7.000922203063965 + ], + "logprob_reward": -0.0009223736124113202, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009223736124113202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17655114829540253, + 0.14556466042995453, + 0.12680773437023163, + 0.17666062712669373, + 0.08259947597980499, + 0.09970279783010483, + 0.054127391427755356, + 0.07075940072536469, + 0.025744004175066948, + 0.041482776403427124 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0009223736124113202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705299258232117 + ], + "opposite_logprob_tokens": [ + -2.1270530223846436 + ], + "logprob_reward": -0.12705299258232117, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705299258232117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41762083768844604, + 0.23644566535949707, + 0.09151070564985275, + 0.05956561490893364, + 0.047656625509262085, + 0.017696114256978035, + 0.03887081518769264, + 0.0445537231862545, + 0.011499118059873581, + 0.0345807746052742 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12705299258232117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13375209271907806, + 0.12910068035125732, + 0.12759721279144287, + 0.18245714902877808, + 0.1394330859184265, + 0.041055481880903244, + 0.049605999141931534, + 0.07213699072599411, + 0.06508181989192963, + 0.05977949872612953 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.00762575538828969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up imbued with the characteristic hand-painted warmth of Studio Ghibli, a hand carefully tilts an antique clay pot. Its rough, earthy brown texture bears the marks of hand-crafting, its surface gleaming with a warm sheen in the soft window light. A stream of golden, rich, amber-shimmering fragrant oil slowly flows from the pot's mouth, forming a viscous, continuous stream that precisely pours into a simple white porcelain dish below. As the fragrant oil forms a golden pool in the dish, the camera slowly and smoothly tilts downward, finally focusing squarely on the oil's surface, capturing the delicate, graceful ripples that spread outward from the dripping oil. The entire scene, set against the backdrop of a dining table with distinct wood grain, features warm tones and soft light and shadow, imbued with the tranquility, soothing atmosphere of life and the unique charm of hand-painted animation.", + "seed": 19210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_7927_seed_19210_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21455847756005825, + "vlm_logprob": -0.21455847756005825, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.21455847756005825, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8276994228363037 + ], + "opposite_logprob_tokens": [ + -0.5776994228363037 + ], + "logprob_reward": -0.8276994228363037, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8276994228363037, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2412348985671997, + 0.05058901384472847, + 0.08630115538835526, + 0.058413345366716385, + 0.07198738306760788, + 0.399495005607605, + 0.03533631190657616, + 0.018849797546863556, + 0.026033539324998856, + 0.01175955031067133 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.8276994228363037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009815405122935772 + ], + "opposite_logprob_tokens": [ + -4.634815216064453 + ], + "logprob_reward": -0.009815405122935772, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009815405122935772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2679857611656189, + 0.08672739565372467, + 0.06773874163627625, + 0.05294913053512573, + 0.06331814080476761, + 0.36927980184555054, + 0.03257981687784195, + 0.023878293111920357, + 0.015442402102053165, + 0.020100532099604607 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.009815405122935772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010452766437083483 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010452766437083483, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010452766437083483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15896077454090118, + 0.04721277579665184, + 0.11702804267406464, + 0.05639950931072235, + 0.0575837567448616, + 0.3836177885532379, + 0.04336544871330261, + 0.08122274279594421, + 0.028440894559025764, + 0.026168255135416985 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0010452766437083483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559483349323273 + ], + "opposite_logprob_tokens": [ + -1.6005948781967163 + ], + "logprob_reward": -0.22559483349323273, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559483349323273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39657196402549744, + 0.0667063370347023, + 0.06409946084022522, + 0.035212256014347076, + 0.02494700253009796, + 0.3527103066444397, + 0.020458176732063293, + 0.012092606164515018, + 0.014344576746225357, + 0.012857354246079922 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.22559483349323273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637449704110622 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637449704110622, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637449704110622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18779675662517548, + 0.07104863971471786, + 0.10260675102472305, + 0.16033875942230225, + 0.11189403384923935, + 0.20138907432556152, + 0.04303441941738129, + 0.06783204525709152, + 0.033638790249824524, + 0.020420724526047707 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008637449704110622 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up imbued with the characteristic hand-painted warmth of Studio Ghibli, a hand carefully tilts an antique clay pot. Its rough, earthy brown texture bears the marks of hand-crafting, its surface gleaming with a warm sheen in the soft window light. A stream of golden, rich, amber-shimmering fragrant oil slowly flows from the pot's mouth, forming a viscous, continuous stream that precisely pours into a simple white porcelain dish below. As the fragrant oil forms a golden pool in the dish, the camera slowly and smoothly tilts downward, finally focusing squarely on the oil's surface, capturing the delicate, graceful ripples that spread outward from the dripping oil. The entire scene, set against the backdrop of a dining table with distinct wood grain, features warm tones and soft light and shadow, imbued with the tranquility, soothing atmosphere of life and the unique charm of hand-painted animation.", + "seed": 19211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_7/index_7927_seed_19211_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.38522130344063044, + "vlm_logprob": -0.38522130344063044, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.38522130344063044, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4074243307113647 + ], + "opposite_logprob_tokens": [ + -0.28242433071136475 + ], + "logprob_reward": -1.4074243307113647, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4074243307113647, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10182196646928787, + 0.04805407300591469, + 0.051697395741939545, + 0.054518770426511765, + 0.09546570479869843, + 0.036168426275253296, + 0.1146775484085083, + 0.3935268819332123, + 0.09270554780960083, + 0.01136366929858923 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -1.4074243307113647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026417948305606842 + ], + "opposite_logprob_tokens": [ + -3.6514179706573486 + ], + "logprob_reward": -0.026417948305606842, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026417948305606842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15814600884914398, + 0.06093409284949303, + 0.06139788404107094, + 0.07118812203407288, + 0.07843789458274841, + 0.06338701397180557, + 0.19118265807628632, + 0.2482069432735443, + 0.043306104838848114, + 0.023813296109437943 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.026417948305606842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627745434641838 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.003627745434641838, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627745434641838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13490009307861328, + 0.11625903844833374, + 0.06884369999170303, + 0.09805595874786377, + 0.08026066422462463, + 0.14077216386795044, + 0.12820789217948914, + 0.14088846743106842, + 0.06659520417451859, + 0.025216825306415558 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.003627745434641838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47443437576293945 + ], + "opposite_logprob_tokens": [ + -0.9744343757629395 + ], + "logprob_reward": -0.47443437576293945, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47443437576293945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14994317293167114, + 0.10191504657268524, + 0.08972111344337463, + 0.021824423223733902, + 0.07277252525091171, + 0.03983305022120476, + 0.06153733283281326, + 0.29068994522094727, + 0.12471432983875275, + 0.047049108892679214 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.47443437576293945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a hand visible tilting an antique clay pot in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the clay pot have a rough, earthy brown texture with a warm sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stream of golden, amber-shimmering oil flowing from the pot into a white porcelain dish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dining table with distinct wood grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly and smoothly tilt downward to focus on the oil's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142021169885993 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.0142021169885993, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142021169885993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10770681500434875, + 0.2187468558549881, + 0.10908186435699463, + 0.06842801719903946, + 0.05947726592421532, + 0.06942609697580338, + 0.04198697581887245, + 0.2871721684932709, + 0.017713403329253197, + 0.020260563120245934 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.0142021169885993 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_tensor([7555, 7555])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_tensor([7555, 7555])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f8c06d7a55f287efd78a908d1f31c3ac7ea123d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_tensor([7555, 7555])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot from a level angle focuses squarely on a black crow, its compact, upright form dominating the frame. Its inky black feathers shimmer with a faint, almost invisible blue-violet iridescence in the soft, diffuse light of the overcast sky. Wet by rain, they cling to its body, each feather distinctly defined. It stands quietly on a bare, mossy, withered branch, its sharp claws firmly gripping the slippery bark. The branch, coated in a layer of glistening water droplets, reflects cool white highlights in the dim light. The background, a completely out-of-focus, dark gray forest shrouded in rain and fog, creates a strong sense of depth, drawing all attention to the solitary bird. The crow, nearly motionless, a black sculpture, its obsidian eyes fixed in a watchful gaze, imbuing the cold-toned image with an atmosphere of tranquility, loneliness, and deep concentration.", + "seed": 9161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_7555_seed_9161_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14247207567095757, + "vlm_logprob": -0.14247207567095757, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.14247207567095757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019017739221453667 + ], + "opposite_logprob_tokens": [ + -4.019017696380615 + ], + "logprob_reward": -0.019017739221453667, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019017739221453667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30333855748176575, + 0.20588178932666779, + 0.05422784015536308, + 0.04545322060585022, + 0.06125420331954956, + 0.05585605651140213, + 0.06593604385852814, + 0.05179685726761818, + 0.08403103053569794, + 0.07222437858581543 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.019017739221453667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329641938209534 + ], + "opposite_logprob_tokens": [ + -0.7579641938209534 + ], + "logprob_reward": -0.6329641938209534, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329641938209534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4200287163257599, + 0.12538188695907593, + 0.0501093827188015, + 0.04919776692986488, + 0.07254713773727417, + 0.03470766544342041, + 0.054482121020555496, + 0.04821408540010452, + 0.05029895901679993, + 0.09503228962421417 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.6329641938209534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308463633060455 + ], + "opposite_logprob_tokens": [ + -3.1680846214294434 + ], + "logprob_reward": -0.04308463633060455, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308463633060455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35046613216400146, + 0.07691682875156403, + 0.052725523710250854, + 0.06404536217451096, + 0.20350241661071777, + 0.04516931250691414, + 0.04703697934746742, + 0.04739735275506973, + 0.0644465982913971, + 0.04829350858926773 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04308463633060455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646786212921143 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646786212921143, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646786212921143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531808316707611, + 0.12557892501354218, + 0.048029448837041855, + 0.03439369797706604, + 0.071208655834198, + 0.04589029401540756, + 0.12406114488840103, + 0.15001025795936584, + 0.07481588423252106, + 0.07283080369234085 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.008646786212921143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647022768855095 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647022768855095, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647022768855095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1904851198196411, + 0.1102873906493187, + 0.07551600784063339, + 0.09146003425121307, + 0.11261849105358124, + 0.11313802748918533, + 0.06497550755739212, + 0.05837776139378548, + 0.034645792096853256, + 0.1484958380460739 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.008647022768855095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses squarely on a black crow, its compact, upright form dominating the frame. Its inky black feathers shimmer with a faint, almost invisible blue-violet iridescence in the soft, diffuse light of the overcast sky. Wet by rain, they cling to its body, each feather distinctly defined. It stands quietly on a bare, mossy, withered branch, its sharp claws firmly gripping the slippery bark. The branch, coated in a layer of glistening water droplets, reflects cool white highlights in the dim light. The background, a completely out-of-focus, dark gray forest shrouded in rain and fog, creates a strong sense of depth, drawing all attention to the solitary bird. The crow, nearly motionless, a black sculpture, its obsidian eyes fixed in a watchful gaze, imbuing the cold-toned image with an atmosphere of tranquility, loneliness, and deep concentration.", + "seed": 9162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_7555_seed_9162_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10877631157636643, + "vlm_logprob": -0.10877631157636643, + "vlm_yes_no_margin": 3.3999999940395353, + "vlm_token_credit": -0.10877631157636643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0280561875551939 + ], + "opposite_logprob_tokens": [ + -3.6530561447143555 + ], + "logprob_reward": -0.0280561875551939, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0280561875551939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2693217098712921, + 0.07738218456506729, + 0.0431632399559021, + 0.03970642760396004, + 0.0998590886592865, + 0.039232052862644196, + 0.08137772977352142, + 0.07679235935211182, + 0.12080501765012741, + 0.15236018598079681 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0280561875551939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47444549202919006 + ], + "opposite_logprob_tokens": [ + -0.9744454622268677 + ], + "logprob_reward": -0.47444549202919006, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47444549202919006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39660587906837463, + 0.06346000730991364, + 0.06484066694974899, + 0.04266822338104248, + 0.03747861832380295, + 0.04751358926296234, + 0.06355074048042297, + 0.05500200018286705, + 0.09779726713895798, + 0.13108298182487488 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.47444549202919006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091125085949898 + ], + "opposite_logprob_tokens": [ + -4.141091346740723 + ], + "logprob_reward": -0.016091125085949898, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091125085949898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49028435349464417, + 0.07329345494508743, + 0.06808949261903763, + 0.040935322642326355, + 0.08247804641723633, + 0.047650281339883804, + 0.05511576309800148, + 0.033067792654037476, + 0.05260147526860237, + 0.05648401752114296 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016091125085949898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082758195698261 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082758195698261, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082758195698261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21333706378936768, + 0.05389764904975891, + 0.020727194845676422, + 0.021929752081632614, + 0.06078966706991196, + 0.04453495517373085, + 0.048832111060619354, + 0.036687035113573074, + 0.0666007474064827, + 0.43266379833221436 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.011082758195698261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2304435521364212, + 0.057259269058704376, + 0.030852893367409706, + 0.04829150810837746, + 0.018293775618076324, + 0.02261030115187168, + 0.07838274538516998, + 0.1309281587600708, + 0.06423834711313248, + 0.3186994791030884 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0142059950158 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses squarely on a black crow, its compact, upright form dominating the frame. Its inky black feathers shimmer with a faint, almost invisible blue-violet iridescence in the soft, diffuse light of the overcast sky. Wet by rain, they cling to its body, each feather distinctly defined. It stands quietly on a bare, mossy, withered branch, its sharp claws firmly gripping the slippery bark. The branch, coated in a layer of glistening water droplets, reflects cool white highlights in the dim light. The background, a completely out-of-focus, dark gray forest shrouded in rain and fog, creates a strong sense of depth, drawing all attention to the solitary bird. The crow, nearly motionless, a black sculpture, its obsidian eyes fixed in a watchful gaze, imbuing the cold-toned image with an atmosphere of tranquility, loneliness, and deep concentration.", + "seed": 9163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_7555_seed_9163_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12407346591353416, + "vlm_logprob": -0.12407346591353416, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.12407346591353416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011731562204658985 + ], + "opposite_logprob_tokens": [ + -4.6367316246032715 + ], + "logprob_reward": -0.011731562204658985, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011731562204658985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14916425943374634, + 0.10569793730974197, + 0.021228432655334473, + 0.056559883058071136, + 0.07651757448911667, + 0.05692571401596069, + 0.3018811047077179, + 0.08084200322628021, + 0.06339039653539658, + 0.08779270201921463 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.011731562204658985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763494372367859 + ], + "opposite_logprob_tokens": [ + -0.8263494372367859 + ], + "logprob_reward": -0.5763494372367859, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763494372367859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42530107498168945, + 0.07775980979204178, + 0.06256541609764099, + 0.04042894393205643, + 0.13916262984275818, + 0.04937370494008064, + 0.12254149466753006, + 0.03505751118063927, + 0.03662295266985893, + 0.011186439543962479 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.5763494372367859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109207235276699 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.01109207235276699, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109207235276699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863437294960022, + 0.13067197799682617, + 0.05731482058763504, + 0.10513822734355927, + 0.04943890497088432, + 0.28985854983329773, + 0.13700321316719055, + 0.01119601633399725, + 0.018449816852808, + 0.01458475086838007 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.01109207235276699 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2522769272327423, + 0.16844628751277924, + 0.055884528905153275, + 0.05801250413060188, + 0.06918215751647949, + 0.0957426130771637, + 0.17488296329975128, + 0.037569452077150345, + 0.0318986140191555, + 0.056103941053152084 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549362145364285 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549362145364285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549362145364285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32283997535705566, + 0.1656094640493393, + 0.04123306646943092, + 0.03748812526464462, + 0.10761650651693344, + 0.042634233832359314, + 0.07726573944091797, + 0.06955825537443161, + 0.08135218173265457, + 0.05440252274274826 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012549362145364285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a level angle focuses squarely on a black crow, its compact, upright form dominating the frame. Its inky black feathers shimmer with a faint, almost invisible blue-violet iridescence in the soft, diffuse light of the overcast sky. Wet by rain, they cling to its body, each feather distinctly defined. It stands quietly on a bare, mossy, withered branch, its sharp claws firmly gripping the slippery bark. The branch, coated in a layer of glistening water droplets, reflects cool white highlights in the dim light. The background, a completely out-of-focus, dark gray forest shrouded in rain and fog, creates a strong sense of depth, drawing all attention to the solitary bird. The crow, nearly motionless, a black sculpture, its obsidian eyes fixed in a watchful gaze, imbuing the cold-toned image with an atmosphere of tranquility, loneliness, and deep concentration.", + "seed": 9164, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_8/index_7555_seed_9164_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21156451664865017, + "vlm_logprob": -0.21156451664865017, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.21156451664865017, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02139768749475479 + ], + "opposite_logprob_tokens": [ + -3.896397590637207 + ], + "logprob_reward": -0.02139768749475479, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02139768749475479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14595109224319458, + 0.14469937980175018, + 0.0817091092467308, + 0.10308768600225449, + 0.04417199268937111, + 0.06868591904640198, + 0.2421429306268692, + 0.06511465460062027, + 0.05926928296685219, + 0.04516791179776192 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02139768749475479 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9744268655776978 + ], + "opposite_logprob_tokens": [ + -0.47442686557769775 + ], + "logprob_reward": -0.9744268655776978, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9744268655776978, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2700612246990204, + 0.13676053285598755, + 0.04071063548326492, + 0.09614141285419464, + 0.045596811920404434, + 0.07849760353565216, + 0.06160493567585945, + 0.18659545481204987, + 0.033869076520204544, + 0.05016227439045906 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.9744268655776978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833843931555748 + ], + "opposite_logprob_tokens": [ + -3.5298337936401367 + ], + "logprob_reward": -0.029833843931555748, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833843931555748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1786767840385437, + 0.10779683291912079, + 0.049615416675806046, + 0.1613357961177826, + 0.11836376786231995, + 0.08578302711248398, + 0.03788585215806961, + 0.06973238289356232, + 0.07064805179834366, + 0.12016203254461288 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.029833843931555748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608221046626568 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608221046626568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608221046626568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1427764892578125, + 0.15854905545711517, + 0.06152613088488579, + 0.06618302315473557, + 0.3329269587993622, + 0.06757822632789612, + 0.038316722959280014, + 0.03465092182159424, + 0.027428483590483665, + 0.07006402313709259 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.01608221046626568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up of a black crow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crow's feathers wet with rain and distinctly defined?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crow standing on a bare, mossy, withered branch coated in water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely out-of-focus, dark gray forest shrouded in rain and fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crow nearly motionless with its obsidian eyes fixed in a watchful gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081975772976875 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081975772976875, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081975772976875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09378248453140259, + 0.0592215433716774, + 0.07548678666353226, + 0.08742919564247131, + 0.2516499161720276, + 0.061272647231817245, + 0.18380551040172577, + 0.10296404361724854, + 0.048121802508831024, + 0.036266107112169266 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.016081975772976875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_tensor([9285, 9285])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_tensor([9285, 9285])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f8e0e5caeafd0177155ef6e6a446753e7b7e05c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_tensor([9285, 9285])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, shot from a slightly upward angle and slowly zooming out, reveals a weathered, dark brown wooden house undergoing a surreal, methodical disintegration. Nestled in a tranquil forest clearing, the golden glow of the late afternoon sun filters through the gaps between the surrounding tall pines, casting long shadows across the grass. The dismantling process is silent and graceful: each board of the wall and each slate-gray tile of the roof gently and individually detaches from the main structure, slowly drifting outward until it hovers perfectly in mid-air. These disintegrating components maintain their precise, pristine spatial relationships, as if the entire building were frozen in a controlled explosion, forming a vast, three-dimensional diagram of architectural decomposition. Warm light captures the rough texture of the floating wood planks and the weathered details of the tiles, creating warm highlights and deep shadows amidst the countless tiny dust particles revealed by the light in the air. The whole scene does not present a sense of destructive chaos, but a magical, quiet and awe-inspiring atmosphere, like a silent architectural ballet, full of transcendent beauty of order.", + "seed": 3772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_9285_seed_3772_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12651745714247226, + "vlm_logprob": -0.12651745714247226, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.12651745714247226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03538476303219795 + ], + "opposite_logprob_tokens": [ + -3.4103846549987793 + ], + "logprob_reward": -0.03538476303219795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03538476303219795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5042060017585754, + 0.05917676165699959, + 0.06792610138654709, + 0.07317395508289337, + 0.03801912069320679, + 0.07448543608188629, + 0.030662208795547485, + 0.10607501119375229, + 0.029387451708316803, + 0.01688798889517784 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.03538476303219795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158222317695618 + ], + "opposite_logprob_tokens": [ + -1.7015821933746338 + ], + "logprob_reward": -0.20158222317695618, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158222317695618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15491607785224915, + 0.13344645500183105, + 0.05719735845923424, + 0.12772300839424133, + 0.08106426894664764, + 0.04031311348080635, + 0.02008814364671707, + 0.04287564754486084, + 0.16012178361415863, + 0.18225416541099548 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.20158222317695618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987272143363953 + ], + "opposite_logprob_tokens": [ + -1.804872751235962 + ], + "logprob_reward": -0.17987272143363953, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987272143363953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11187010258436203, + 0.10332424193620682, + 0.08127131313085556, + 0.0539001040160656, + 0.06925645470619202, + 0.15937604010105133, + 0.022552184760570526, + 0.16916969418525696, + 0.08503846079111099, + 0.14424139261245728 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.17987272143363953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198003336787224 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014198003336787224, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198003336787224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10166957974433899, + 0.09952405095100403, + 0.02894357405602932, + 0.0466281957924366, + 0.10911537706851959, + 0.2618294954299927, + 0.134749174118042, + 0.029299834743142128, + 0.0909348726272583, + 0.09730590879917145 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.014198003336787224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154957473278046 + ], + "opposite_logprob_tokens": [ + -1.7015495300292969 + ], + "logprob_reward": -0.20154957473278046, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154957473278046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20062784850597382, + 0.10772458463907242, + 0.023256201297044754, + 0.05980941653251648, + 0.1173338070511818, + 0.2039506435394287, + 0.05469851940870285, + 0.06413448601961136, + 0.061012886464595795, + 0.10745158046483994 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.20154957473278046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle and slowly zooming out, reveals a weathered, dark brown wooden house undergoing a surreal, methodical disintegration. Nestled in a tranquil forest clearing, the golden glow of the late afternoon sun filters through the gaps between the surrounding tall pines, casting long shadows across the grass. The dismantling process is silent and graceful: each board of the wall and each slate-gray tile of the roof gently and individually detaches from the main structure, slowly drifting outward until it hovers perfectly in mid-air. These disintegrating components maintain their precise, pristine spatial relationships, as if the entire building were frozen in a controlled explosion, forming a vast, three-dimensional diagram of architectural decomposition. Warm light captures the rough texture of the floating wood planks and the weathered details of the tiles, creating warm highlights and deep shadows amidst the countless tiny dust particles revealed by the light in the air. The whole scene does not present a sense of destructive chaos, but a magical, quiet and awe-inspiring atmosphere, like a silent architectural ballet, full of transcendent beauty of order.", + "seed": 3773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_9285_seed_3773_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.31042135283350947, + "vlm_logprob": -0.31042135283350947, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.31042135283350947, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0278446264564991 + ], + "opposite_logprob_tokens": [ + -3.6528446674346924 + ], + "logprob_reward": -0.0278446264564991, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0278446264564991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18903301656246185, + 0.21703587472438812, + 0.04292098432779312, + 0.03884568437933922, + 0.06791765987873077, + 0.1222647950053215, + 0.14329911768436432, + 0.08893094956874847, + 0.05363263934850693, + 0.03611921891570091 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0278446264564991 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281355619430542 + ], + "opposite_logprob_tokens": [ + -1.406355619430542 + ], + "logprob_reward": -0.281355619430542, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281355619430542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12416591495275497, + 0.07038886845111847, + 0.0582953505218029, + 0.11122316122055054, + 0.05965667590498924, + 0.07551172375679016, + 0.18389441072940826, + 0.09523259848356247, + 0.07326444238424301, + 0.14836685359477997 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.281355619430542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255697101354599 + ], + "opposite_logprob_tokens": [ + -1.600569725036621 + ], + "logprob_reward": -0.2255697101354599, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255697101354599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1129433810710907, + 0.1396045982837677, + 0.06088364124298096, + 0.1867849975824356, + 0.06491918116807938, + 0.12416746467351913, + 0.0857824981212616, + 0.0678756982088089, + 0.0990455225110054, + 0.05799298733472824 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.2255697101354599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307504743337631 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.04307504743337631, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307504743337631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31997445225715637, + 0.14563055336475372, + 0.061614230275154114, + 0.057512540370225906, + 0.0512213297188282, + 0.06374763697385788, + 0.05366344749927521, + 0.0942254513502121, + 0.08654627948999405, + 0.06586405634880066 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.04307504743337631 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742617607116699 + ], + "opposite_logprob_tokens": [ + -0.47426173090934753 + ], + "logprob_reward": -0.9742617607116699, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742617607116699, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12551502883434296, + 0.09498243778944016, + 0.053522877395153046, + 0.18377652764320374, + 0.08136431127786636, + 0.08308783918619156, + 0.2260446697473526, + 0.0299486443400383, + 0.025438152253627777, + 0.09631955623626709 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.9742617607116699 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle and slowly zooming out, reveals a weathered, dark brown wooden house undergoing a surreal, methodical disintegration. Nestled in a tranquil forest clearing, the golden glow of the late afternoon sun filters through the gaps between the surrounding tall pines, casting long shadows across the grass. The dismantling process is silent and graceful: each board of the wall and each slate-gray tile of the roof gently and individually detaches from the main structure, slowly drifting outward until it hovers perfectly in mid-air. These disintegrating components maintain their precise, pristine spatial relationships, as if the entire building were frozen in a controlled explosion, forming a vast, three-dimensional diagram of architectural decomposition. Warm light captures the rough texture of the floating wood planks and the weathered details of the tiles, creating warm highlights and deep shadows amidst the countless tiny dust particles revealed by the light in the air. The whole scene does not present a sense of destructive chaos, but a magical, quiet and awe-inspiring atmosphere, like a silent architectural ballet, full of transcendent beauty of order.", + "seed": 3774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_9285_seed_3774_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20279095843434333, + "vlm_logprob": -0.20279095843434333, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.20279095843434333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1015617847442627 + ], + "opposite_logprob_tokens": [ + -2.3515617847442627 + ], + "logprob_reward": -0.1015617847442627, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1015617847442627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09950258582830429, + 0.13503462076187134, + 0.049302805215120316, + 0.09733062237501144, + 0.1119789332151413, + 0.22550205886363983, + 0.07655641436576843, + 0.11063532531261444, + 0.061953190714120865, + 0.03220345079898834 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.1015617847442627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159362256526947 + ], + "opposite_logprob_tokens": [ + -1.7015936374664307 + ], + "logprob_reward": -0.20159362256526947, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159362256526947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08835401386022568, + 0.045887164771556854, + 0.05870095640420914, + 0.04755949229001999, + 0.07337599992752075, + 0.44866904616355896, + 0.09401467442512512, + 0.03269843012094498, + 0.06722969561815262, + 0.043510496616363525 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.20159362256526947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986993491649628 + ], + "opposite_logprob_tokens": [ + -1.8048698902130127 + ], + "logprob_reward": -0.17986993491649628, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986993491649628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054540496319532394, + 0.061187416315078735, + 0.0544561930000782, + 0.04485654830932617, + 0.06833751499652863, + 0.4680018723011017, + 0.13561590015888214, + 0.01754678413271904, + 0.042452841997146606, + 0.0530044324696064 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.17986993491649628 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076326169073581696 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.0076326169073581696, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076326169073581696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20394237339496613, + 0.12183079868555069, + 0.18948867917060852, + 0.06139953061938286, + 0.05845813453197479, + 0.22340306639671326, + 0.039672549813985825, + 0.027565395459532738, + 0.04310271516442299, + 0.031136756762862206 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0076326169073581696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232968330383301 + ], + "opposite_logprob_tokens": [ + -0.8982968330383301 + ], + "logprob_reward": -0.5232968330383301, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232968330383301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02652181126177311, + 0.0615207739174366, + 0.03494597598910332, + 0.19567710161209106, + 0.12379064410924911, + 0.4425826370716095, + 0.024501856416463852, + 0.050813306123018265, + 0.017092395573854446, + 0.022553494200110435 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.5232968330383301 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle and slowly zooming out, reveals a weathered, dark brown wooden house undergoing a surreal, methodical disintegration. Nestled in a tranquil forest clearing, the golden glow of the late afternoon sun filters through the gaps between the surrounding tall pines, casting long shadows across the grass. The dismantling process is silent and graceful: each board of the wall and each slate-gray tile of the roof gently and individually detaches from the main structure, slowly drifting outward until it hovers perfectly in mid-air. These disintegrating components maintain their precise, pristine spatial relationships, as if the entire building were frozen in a controlled explosion, forming a vast, three-dimensional diagram of architectural decomposition. Warm light captures the rough texture of the floating wood planks and the weathered details of the tiles, creating warm highlights and deep shadows amidst the countless tiny dust particles revealed by the light in the air. The whole scene does not present a sense of destructive chaos, but a magical, quiet and awe-inspiring atmosphere, like a silent architectural ballet, full of transcendent beauty of order.", + "seed": 3775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000207/group_9/index_9285_seed_3775_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1968858502805233, + "vlm_logprob": -0.1968858502805233, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.1968858502805233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08043220639228821 + ], + "opposite_logprob_tokens": [ + -2.580432176589966 + ], + "logprob_reward": -0.08043220639228821, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08043220639228821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8727165460586548, + 0.053305141627788544, + 0.014248006045818329, + 0.005584280006587505, + 0.0077975750900805, + 0.005526648834347725, + 0.005365528166294098, + 0.005919590592384338, + 0.006363408174365759, + 0.023173322901129723 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.08043220639228821 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994412779808044 + ], + "opposite_logprob_tokens": [ + -1.8049441576004028 + ], + "logprob_reward": -0.17994412779808044, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994412779808044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7927975058555603, + 0.048684317618608475, + 0.053331855684518814, + 0.02678060159087181, + 0.00864707212895155, + 0.016006585210561752, + 0.016759401187300682, + 0.00964843388646841, + 0.009721067734062672, + 0.01762322150170803 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.17994412779808044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521004378795624 + ], + "opposite_logprob_tokens": [ + -1.5021004676818848 + ], + "logprob_reward": -0.2521004378795624, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521004378795624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7992877960205078, + 0.08569593727588654, + 0.0250772126019001, + 0.017416829243302345, + 0.009455939754843712, + 0.014254629611968994, + 0.00936860591173172, + 0.020255813375115395, + 0.0059987204149365425, + 0.01318853534758091 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2521004378795624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307527467608452 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307527467608452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307527467608452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7284043431282043, + 0.1512436419725418, + 0.021397795528173447, + 0.014361937530338764, + 0.012320463545620441, + 0.006381761282682419, + 0.007807492278516293, + 0.013586506247520447, + 0.022994790226221085, + 0.021501298993825912 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04307527467608452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a weathered, dark brown wooden house?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the house components (wooden boards and slate-gray tiles) detaching individually and drifting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the detached components hover in mid-air while maintaining their precise spatial relationships?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil forest clearing with tall pines and long shadows cast by late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot from a slightly upward angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887720465660095 + ], + "opposite_logprob_tokens": [ + -1.0538772344589233 + ], + "logprob_reward": -0.42887720465660095, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887720465660095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6639137268066406, + 0.16771331429481506, + 0.060412343591451645, + 0.02123136632144451, + 0.008108965121209621, + 0.01798098348081112, + 0.012218086048960686, + 0.012826020829379559, + 0.008248773403465748, + 0.0273464135825634 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.42887720465660095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_tensor([3095, 3095])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_tensor([3095, 3095])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b581620cc4d2b51a96eee280b94e368f8527cb6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_tensor([3095, 3095])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close, static shot, perfectly centered in the frame, captures the precise moment a ball of rich, pearlescent moisturizing body wash strikes a smooth, dark, non-reflective surface, its motion frozen in time through high-speed photography. The impact creates a silent, elegant explosion, forming a perfectly symmetrical, crown-shaped splash. The lotion's core is thick and viscous, its surface shimmering with an iridescent sheen, reflecting soft pink and lavender hues under perfect studio lighting. From the impact base, a delicate jet of cream gracefully blasts upward and outward, culminating in a ring of tiny, perfectly spherical droplets suspended in the air like tiny pearls. Every intricate detail, from the creamy texture of the main body to the delicate connecting strands of liquid between the droplets, is rendered in exquisite, sharp focus against a clean, minimalist, and evenly lit backdrop. A soft, diffused light surrounds the form, eliminating harsh shadows and highlighting the splash's three-dimensional structure, creating an atmosphere of refined luxury and emphasizing the product's pure and elegant formula.", + "seed": 6549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_3095_seed_6549_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1323682649526745, + "vlm_logprob": -0.1323682649526745, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.1323682649526745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35331007838249207 + ], + "opposite_logprob_tokens": [ + -1.2283101081848145 + ], + "logprob_reward": -0.35331007838249207, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35331007838249207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17537732422351837, + 0.06381875276565552, + 0.08347717672586441, + 0.21671824157238007, + 0.07441353052854538, + 0.059521570801734924, + 0.20382079482078552, + 0.04094187915325165, + 0.05929702892899513, + 0.02261374145746231 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.35331007838249207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813180088996887 + ], + "opposite_logprob_tokens": [ + -1.406317949295044 + ], + "logprob_reward": -0.2813180088996887, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813180088996887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06579213589429855, + 0.08999723196029663, + 0.04404936730861664, + 0.058768998831510544, + 0.022981390357017517, + 0.08893661201000214, + 0.06327477842569351, + 0.06546993553638458, + 0.421617716550827, + 0.07911184430122375 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.2813180088996887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079628840088844 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.016079628840088844, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079628840088844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04615752771496773, + 0.02841680869460106, + 0.01643541269004345, + 0.010104215703904629, + 0.05474476143717766, + 0.03481041640043259, + 0.038684647530317307, + 0.04156872257590294, + 0.6646429300308228, + 0.06443465501070023 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.016079628840088844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864796806126833 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.00864796806126833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864796806126833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07895372807979584, + 0.0829741507768631, + 0.03782588616013527, + 0.028428927063941956, + 0.09392835944890976, + 0.07804851979017258, + 0.05521051958203316, + 0.14011768996715546, + 0.32879969477653503, + 0.07571256905794144 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.00864796806126833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024856405798345804 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024856405798345804, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024856405798345804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13952411711215973, + 0.07881098240613937, + 0.025389906018972397, + 0.033100925385951996, + 0.0659247413277626, + 0.01416093297302723, + 0.07886619865894318, + 0.09997028112411499, + 0.33733201026916504, + 0.1269199252128601 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0024856405798345804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, static shot, perfectly centered in the frame, captures the precise moment a ball of rich, pearlescent moisturizing body wash strikes a smooth, dark, non-reflective surface, its motion frozen in time through high-speed photography. The impact creates a silent, elegant explosion, forming a perfectly symmetrical, crown-shaped splash. The lotion's core is thick and viscous, its surface shimmering with an iridescent sheen, reflecting soft pink and lavender hues under perfect studio lighting. From the impact base, a delicate jet of cream gracefully blasts upward and outward, culminating in a ring of tiny, perfectly spherical droplets suspended in the air like tiny pearls. Every intricate detail, from the creamy texture of the main body to the delicate connecting strands of liquid between the droplets, is rendered in exquisite, sharp focus against a clean, minimalist, and evenly lit backdrop. A soft, diffused light surrounds the form, eliminating harsh shadows and highlighting the splash's three-dimensional structure, creating an atmosphere of refined luxury and emphasizing the product's pure and elegant formula.", + "seed": 6550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_3095_seed_6550_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1255941776558757, + "vlm_logprob": -0.1255941776558757, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1255941776558757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18309347331523895 + ], + "opposite_logprob_tokens": [ + -1.8080934286117554 + ], + "logprob_reward": -0.18309347331523895, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18309347331523895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034497473388910294, + 0.20358966290950775, + 0.11177003383636475, + 0.21454963088035583, + 0.12114906311035156, + 0.014508466236293316, + 0.25070735812187195, + 0.011208530515432358, + 0.016354341059923172, + 0.021665452048182487 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.18309347331523895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870641887187958 + ], + "opposite_logprob_tokens": [ + -1.1370642185211182 + ], + "logprob_reward": -0.3870641887187958, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870641887187958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1500629484653473, + 0.06455297768115997, + 0.18556223809719086, + 0.04915737360715866, + 0.12948252260684967, + 0.022042065858840942, + 0.29374605417251587, + 0.04144548624753952, + 0.014875120483338833, + 0.0490732379257679 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.3870641887187958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075501918792725 + ], + "opposite_logprob_tokens": [ + -3.1680755615234375 + ], + "logprob_reward": -0.043075501918792725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075501918792725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04847266897559166, + 0.047627221792936325, + 0.13796178996562958, + 0.015804138034582138, + 0.021595288068056107, + 0.01482384279370308, + 0.5243957042694092, + 0.04479214549064636, + 0.10611546039581299, + 0.038411695510149 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.043075501918792725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544653378427029 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544653378427029, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544653378427029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1009717509150505, + 0.15968140959739685, + 0.11907626688480377, + 0.024706270545721054, + 0.0886836051940918, + 0.03023582138121128, + 0.29625722765922546, + 0.02269245870411396, + 0.09528364986181259, + 0.06241149455308914 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.012544653378427029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193070948123932 + ], + "opposite_logprob_tokens": [ + -6.127192974090576 + ], + "logprob_reward": -0.002193070948123932, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193070948123932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17201192677021027, + 0.05934065207839012, + 0.08753868192434311, + 0.01771167293190956, + 0.03255068138241768, + 0.031112244352698326, + 0.381068617105484, + 0.019331708550453186, + 0.042839400470256805, + 0.15649433434009552 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.002193070948123932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, static shot, perfectly centered in the frame, captures the precise moment a ball of rich, pearlescent moisturizing body wash strikes a smooth, dark, non-reflective surface, its motion frozen in time through high-speed photography. The impact creates a silent, elegant explosion, forming a perfectly symmetrical, crown-shaped splash. The lotion's core is thick and viscous, its surface shimmering with an iridescent sheen, reflecting soft pink and lavender hues under perfect studio lighting. From the impact base, a delicate jet of cream gracefully blasts upward and outward, culminating in a ring of tiny, perfectly spherical droplets suspended in the air like tiny pearls. Every intricate detail, from the creamy texture of the main body to the delicate connecting strands of liquid between the droplets, is rendered in exquisite, sharp focus against a clean, minimalist, and evenly lit backdrop. A soft, diffused light surrounds the form, eliminating harsh shadows and highlighting the splash's three-dimensional structure, creating an atmosphere of refined luxury and emphasizing the product's pure and elegant formula.", + "seed": 6551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_3095_seed_6551_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11181258782744408, + "vlm_logprob": -0.11181258782744408, + "vlm_yes_no_margin": 3.499999988079071, + "vlm_token_credit": -0.11181258782744408, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15065665543079376 + ], + "opposite_logprob_tokens": [ + -2.0256567001342773 + ], + "logprob_reward": -0.15065665543079376, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15065665543079376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1880573034286499, + 0.06824667751789093, + 0.09759029746055603, + 0.12449339777231216, + 0.09265174716711044, + 0.0595809705555439, + 0.06281235069036484, + 0.0397430956363678, + 0.09631907194852829, + 0.17050513625144958 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.15065665543079376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870702385902405 + ], + "opposite_logprob_tokens": [ + -1.1370701789855957 + ], + "logprob_reward": -0.3870702385902405, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3870702385902405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2630925476551056, + 0.14004811644554138, + 0.1576823890209198, + 0.14239943027496338, + 0.04625349119305611, + 0.023918479681015015, + 0.06130337715148926, + 0.07260304689407349, + 0.035467926412820816, + 0.05723115801811218 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.3870702385902405 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10163896530866623, + 0.09420689195394516, + 0.08665797114372253, + 0.10300956666469574, + 0.052329037338495255, + 0.025039412081241608, + 0.03873415291309357, + 0.04458073154091835, + 0.15214227139949799, + 0.30166095495224 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067427014000713825 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.0067427014000713825, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067427014000713825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10097336769104004, + 0.051966357976198196, + 0.05976065620779991, + 0.18851330876350403, + 0.026398679241538048, + 0.01992230862379074, + 0.020645759999752045, + 0.1665295660495758, + 0.14596109092235565, + 0.2193288505077362 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.0067427014000713825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.337882936000824, + 0.0727919191122055, + 0.05663148686289787, + 0.06681440025568008, + 0.05947631224989891, + 0.06268712133169174, + 0.027853239327669144, + 0.03520312160253525, + 0.10901834815740585, + 0.17164115607738495 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.005944430362433195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, static shot, perfectly centered in the frame, captures the precise moment a ball of rich, pearlescent moisturizing body wash strikes a smooth, dark, non-reflective surface, its motion frozen in time through high-speed photography. The impact creates a silent, elegant explosion, forming a perfectly symmetrical, crown-shaped splash. The lotion's core is thick and viscous, its surface shimmering with an iridescent sheen, reflecting soft pink and lavender hues under perfect studio lighting. From the impact base, a delicate jet of cream gracefully blasts upward and outward, culminating in a ring of tiny, perfectly spherical droplets suspended in the air like tiny pearls. Every intricate detail, from the creamy texture of the main body to the delicate connecting strands of liquid between the droplets, is rendered in exquisite, sharp focus against a clean, minimalist, and evenly lit backdrop. A soft, diffused light surrounds the form, eliminating harsh shadows and highlighting the splash's three-dimensional structure, creating an atmosphere of refined luxury and emphasizing the product's pure and elegant formula.", + "seed": 6552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_0/index_3095_seed_6552_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4237508364021778, + "vlm_logprob": -0.4237508364021778, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.4237508364021778, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05149885639548302 + ], + "opposite_logprob_tokens": [ + -3.1764988899230957 + ], + "logprob_reward": -0.05149885639548302, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05149885639548302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08066979050636292, + 0.18361645936965942, + 0.10413448512554169, + 0.052168406546115875, + 0.09119568020105362, + 0.04748278483748436, + 0.08498723059892654, + 0.0642915740609169, + 0.18696340918540955, + 0.10449019819498062 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.05149885639548302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177900791168213 + ], + "opposite_logprob_tokens": [ + -0.1427900195121765 + ], + "logprob_reward": -2.0177900791168213, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0177900791168213, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1493176817893982, + 0.07983341813087463, + 0.12812675535678864, + 0.10130371898412704, + 0.1807565540075302, + 0.11600127071142197, + 0.020430555567145348, + 0.049902092665433884, + 0.12359164655208588, + 0.05073627829551697 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -2.0177900791168213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02986866980791092 + ], + "opposite_logprob_tokens": [ + -3.5298686027526855 + ], + "logprob_reward": -0.02986866980791092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02986866980791092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1974126249551773, + 0.12162277847528458, + 0.11116210371255875, + 0.08768710494041443, + 0.15131457149982452, + 0.1290532797574997, + 0.04345674440264702, + 0.05327944457530975, + 0.024191051721572876, + 0.08082029968500137 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02986866980791092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807259775698185 + ], + "opposite_logprob_tokens": [ + -4.634807109832764 + ], + "logprob_reward": -0.009807259775698185, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807259775698185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14421847462654114, + 0.12076074630022049, + 0.0987582728266716, + 0.06627778708934784, + 0.15468038618564606, + 0.14331203699111938, + 0.08434461802244186, + 0.04941198229789734, + 0.08342843502759933, + 0.054807282984256744 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.009807259775698185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close, static, and perfectly centered view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a ball of pearlescent moisturizing body wash striking a smooth, dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the splash perfectly symmetrical and crown-shaped with a jet of cream blasting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny, perfectly spherical droplets suspended in the air like pearls with a ring formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with soft, diffused studio lighting that eliminates harsh shadows and features pink and lavender hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789316914975643 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789316914975643, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789316914975643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17159231007099152, + 0.09548035264015198, + 0.10822482407093048, + 0.09429299086332321, + 0.21109765768051147, + 0.06223420053720474, + 0.0390617735683918, + 0.06616370379924774, + 0.10080420970916748, + 0.05104795843362808 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.009789316914975643 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_tensor([9132, 9132])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_tensor([9132, 9132])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..09fc659f863364f64aa2692921733d4c1f209669 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_tensor([9132, 9132])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of a high-speed sports documentary, the scene begins with a low-angle, smooth pan from left to right, revealing the intricate joinery of a massive wooden truss. The structure is composed of massive, rough-hewn wooden beams, illuminated by intense cinematic lighting, with a powerful key light streaking across the surface, highlighting the wood's deep grain and warm brown texture against the dark, cavernous backdrop. As the camera glides, focusing on the exquisite precision of the tongue-and-groove joints, a powerful, unseen force strikes the structure. The scene immediately plunges into breathtaking super-slow motion, captured at an extreme frame rate; the massive beams tremble violently for a microsecond, their surfaces visibly rippled and compressed under the immense pressure. Then, just as suddenly, the structure achieves critical shock absorption and instantly falls into perfect stillness. The violent movement ceases completely, and as the trusses hang motionless, a cloud of fine dust ejected from the joints by the impact hangs frozen in the air, each particle shimmering like a star in the stark, dramatic light, creating an awe-inspiring atmosphere of suspended kinetic energy and impeccable engineering.", + "seed": 20159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_9132_seed_20159_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05616019070148468, + "vlm_logprob": -0.05616019070148468, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.05616019070148468, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11788687109947205 + ], + "opposite_logprob_tokens": [ + -2.242886781692505 + ], + "logprob_reward": -0.11788687109947205, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11788687109947205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6908032894134521, + 0.05524720624089241, + 0.010969501920044422, + 0.04120393842458725, + 0.013627832755446434, + 0.06095641478896141, + 0.05549880489706993, + 0.026947807520627975, + 0.03734865412116051, + 0.00739657087251544 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.11788687109947205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905516564846039 + ], + "opposite_logprob_tokens": [ + -2.464055061340332 + ], + "logprob_reward": -0.08905516564846039, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905516564846039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8640034198760986, + 0.02302337996661663, + 0.0037149288691580296, + 0.0092118876054883, + 0.02291271835565567, + 0.011320171877741814, + 0.010010704398155212, + 0.009890567511320114, + 0.007772129029035568, + 0.03814015910029411 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.08905516564846039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029849117621779442 + ], + "opposite_logprob_tokens": [ + -3.529849052429199 + ], + "logprob_reward": -0.029849117621779442, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029849117621779442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5497716069221497, + 0.02023976482450962, + 0.020869167521595955, + 0.0434429831802845, + 0.030986623838543892, + 0.03625508397817612, + 0.11177069693803787, + 0.06395617872476578, + 0.05208723247051239, + 0.07062061876058578 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.029849117621779442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420881599187851 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.01420881599187851, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420881599187851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7944481372833252, + 0.021020058542490005, + 0.010742700658738613, + 0.015857478603720665, + 0.02280988171696663, + 0.015320302918553352, + 0.016643129289150238, + 0.03749066963791847, + 0.03418907895684242, + 0.031478576362133026 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.01420881599187851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800983145833015 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800983145833015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800983145833015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3863312602043152, + 0.03442276269197464, + 0.017799630761146545, + 0.0331399105489254, + 0.05686521902680397, + 0.03141653537750244, + 0.10790622234344482, + 0.09456046670675278, + 0.03787468001246452, + 0.1996833235025406 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.029800983145833015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, the scene begins with a low-angle, smooth pan from left to right, revealing the intricate joinery of a massive wooden truss. The structure is composed of massive, rough-hewn wooden beams, illuminated by intense cinematic lighting, with a powerful key light streaking across the surface, highlighting the wood's deep grain and warm brown texture against the dark, cavernous backdrop. As the camera glides, focusing on the exquisite precision of the tongue-and-groove joints, a powerful, unseen force strikes the structure. The scene immediately plunges into breathtaking super-slow motion, captured at an extreme frame rate; the massive beams tremble violently for a microsecond, their surfaces visibly rippled and compressed under the immense pressure. Then, just as suddenly, the structure achieves critical shock absorption and instantly falls into perfect stillness. The violent movement ceases completely, and as the trusses hang motionless, a cloud of fine dust ejected from the joints by the impact hangs frozen in the air, each particle shimmering like a star in the stark, dramatic light, creating an awe-inspiring atmosphere of suspended kinetic energy and impeccable engineering.", + "seed": 20160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_9132_seed_20160_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06873352117836476, + "vlm_logprob": -0.06873352117836476, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.06873352117836476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07044686377048492 + ], + "opposite_logprob_tokens": [ + -2.8204469680786133 + ], + "logprob_reward": -0.07044686377048492, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07044686377048492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429966241121292, + 0.0990179255604744, + 0.023816252127289772, + 0.07090011984109879, + 0.09385696798563004, + 0.3176252245903015, + 0.049249351024627686, + 0.0819840058684349, + 0.07637974619865417, + 0.04417375475168228 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07044686377048492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908068388700485 + ], + "opposite_logprob_tokens": [ + -2.464080572128296 + ], + "logprob_reward": -0.08908068388700485, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908068388700485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02446925640106201, + 0.05969474837183952, + 0.012165495194494724, + 0.019440747797489166, + 0.152385413646698, + 0.7040567994117737, + 0.005032964050769806, + 0.008078260347247124, + 0.008637391030788422, + 0.006038908381015062 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.08908068388700485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12713445723056793 + ], + "opposite_logprob_tokens": [ + -2.1271345615386963 + ], + "logprob_reward": -0.12713445723056793, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12713445723056793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059434812515974045, + 0.04925638809800148, + 0.07024085521697998, + 0.05809346213936806, + 0.04955287650227547, + 0.39780256152153015, + 0.0731404721736908, + 0.09293283522129059, + 0.06498607248067856, + 0.08455955982208252 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.12713445723056793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305309936404228 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.023305309936404228, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305309936404228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07437685132026672, + 0.2110036462545395, + 0.0275426022708416, + 0.044304147362709045, + 0.02943567931652069, + 0.34333088994026184, + 0.07568570226430893, + 0.07858797162771225, + 0.06402368098497391, + 0.051708802580833435 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.023305309936404228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370029106736183 + ], + "opposite_logprob_tokens": [ + -3.4087002277374268 + ], + "logprob_reward": -0.03370029106736183, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370029106736183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03737138211727142, + 0.03278595209121704, + 0.02271680347621441, + 0.035762421786785126, + 0.027967825531959534, + 0.17820169031620026, + 0.033409591764211655, + 0.17443987727165222, + 0.0923965647816658, + 0.36494797468185425 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.03370029106736183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, the scene begins with a low-angle, smooth pan from left to right, revealing the intricate joinery of a massive wooden truss. The structure is composed of massive, rough-hewn wooden beams, illuminated by intense cinematic lighting, with a powerful key light streaking across the surface, highlighting the wood's deep grain and warm brown texture against the dark, cavernous backdrop. As the camera glides, focusing on the exquisite precision of the tongue-and-groove joints, a powerful, unseen force strikes the structure. The scene immediately plunges into breathtaking super-slow motion, captured at an extreme frame rate; the massive beams tremble violently for a microsecond, their surfaces visibly rippled and compressed under the immense pressure. Then, just as suddenly, the structure achieves critical shock absorption and instantly falls into perfect stillness. The violent movement ceases completely, and as the trusses hang motionless, a cloud of fine dust ejected from the joints by the impact hangs frozen in the air, each particle shimmering like a star in the stark, dramatic light, creating an awe-inspiring atmosphere of suspended kinetic energy and impeccable engineering.", + "seed": 20161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_9132_seed_20161_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08525142390280963, + "vlm_logprob": -0.08525142390280963, + "vlm_yes_no_margin": 2.749999976158142, + "vlm_token_credit": -0.08525142390280963, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14461717009544373 + ], + "opposite_logprob_tokens": [ + -2.0196170806884766 + ], + "logprob_reward": -0.14461717009544373, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14461717009544373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1303894966840744, + 0.09621292352676392, + 0.026669146493077278, + 0.046170346438884735, + 0.4162863492965698, + 0.054623570293188095, + 0.07608853280544281, + 0.025521768257021904, + 0.05931203439831734, + 0.06872574985027313 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.14461717009544373 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283248782157898 + ], + "opposite_logprob_tokens": [ + -2.0178325176239014 + ], + "logprob_reward": -0.14283248782157898, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283248782157898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2032976597547531, + 0.08292440325021744, + 0.050314974039793015, + 0.09381593018770218, + 0.16292093694210052, + 0.05781925097107887, + 0.13831324875354767, + 0.07067389786243439, + 0.10820157080888748, + 0.03171811252832413 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.14283248782157898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790662169456482 + ], + "opposite_logprob_tokens": [ + -2.579066276550293 + ], + "logprob_reward": -0.0790662169456482, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790662169456482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08558022975921631, + 0.032541271299123764, + 0.02299782820045948, + 0.07338336855173111, + 0.10157804191112518, + 0.05801118537783623, + 0.08720953017473221, + 0.12735849618911743, + 0.21963971853256226, + 0.19170033931732178 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0790662169456482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087828315794468 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087828315794468, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087828315794468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11529535055160522, + 0.07108666747808456, + 0.03590439632534981, + 0.11245416104793549, + 0.235831156373024, + 0.03833834454417229, + 0.07051607221364975, + 0.06443870812654495, + 0.08503664284944534, + 0.17109844088554382 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.011087828315794468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865341633558273 + ], + "opposite_logprob_tokens": [ + -3.0486533641815186 + ], + "logprob_reward": -0.04865341633558273, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865341633558273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10832567512989044, + 0.03157404437661171, + 0.023496113717556, + 0.018979942426085472, + 0.08693692088127136, + 0.04226180911064148, + 0.02998068556189537, + 0.03596104308962822, + 0.30643385648727417, + 0.3160499930381775 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.04865341633558273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, the scene begins with a low-angle, smooth pan from left to right, revealing the intricate joinery of a massive wooden truss. The structure is composed of massive, rough-hewn wooden beams, illuminated by intense cinematic lighting, with a powerful key light streaking across the surface, highlighting the wood's deep grain and warm brown texture against the dark, cavernous backdrop. As the camera glides, focusing on the exquisite precision of the tongue-and-groove joints, a powerful, unseen force strikes the structure. The scene immediately plunges into breathtaking super-slow motion, captured at an extreme frame rate; the massive beams tremble violently for a microsecond, their surfaces visibly rippled and compressed under the immense pressure. Then, just as suddenly, the structure achieves critical shock absorption and instantly falls into perfect stillness. The violent movement ceases completely, and as the trusses hang motionless, a cloud of fine dust ejected from the joints by the impact hangs frozen in the air, each particle shimmering like a star in the stark, dramatic light, creating an awe-inspiring atmosphere of suspended kinetic energy and impeccable engineering.", + "seed": 20162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_1/index_9132_seed_20162_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035491755791008474, + "vlm_logprob": -0.035491755791008474, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.035491755791008474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031590789556503296 + ], + "opposite_logprob_tokens": [ + -3.656590700149536 + ], + "logprob_reward": -0.031590789556503296, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.031590789556503296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09466400742530823, + 0.2105087786912918, + 0.1507485955953598, + 0.04735507816076279, + 0.052350305020809174, + 0.04713503271341324, + 0.13599030673503876, + 0.09905605018138885, + 0.0582096204161644, + 0.10398222506046295 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.031590789556503296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902171462774277 + ], + "opposite_logprob_tokens": [ + -2.579021692276001 + ], + "logprob_reward": -0.07902171462774277, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902171462774277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09901246428489685, + 0.22188693284988403, + 0.0970272421836853, + 0.101120226085186, + 0.07509869337081909, + 0.13017800450325012, + 0.11322928220033646, + 0.06143229082226753, + 0.05312364920973778, + 0.04789126664400101 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.07902171462774277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375480696558952 + ], + "opposite_logprob_tokens": [ + -3.408754825592041 + ], + "logprob_reward": -0.03375480696558952, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375480696558952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0484311617910862, + 0.25109750032424927, + 0.09448835998773575, + 0.11582185328006744, + 0.04234558343887329, + 0.10106415301561356, + 0.05540609359741211, + 0.0672527626156807, + 0.1360020488500595, + 0.0880904272198677 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.03375480696558952 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796871803700924 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009796871803700924, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796871803700924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04017913341522217, + 0.2413375973701477, + 0.06423809379339218, + 0.03855665400624275, + 0.08122395724058151, + 0.06038697436451912, + 0.13698382675647736, + 0.15585988759994507, + 0.07797511667013168, + 0.10325881093740463 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.009796871803700924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wooden truss structure composed of rough-hewn beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with a low-angle camera pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video captured in super-slow motion after an unseen force strikes the structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wooden beams visibly tremble, ripple, and compress under pressure before stopping instantly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cloud of fine dust ejected from the joints visible hanging frozen in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294596001505852 + ], + "opposite_logprob_tokens": [ + -3.773294687271118 + ], + "logprob_reward": -0.023294596001505852, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294596001505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03918440267443657, + 0.09241411834955215, + 0.03114648349583149, + 0.033901456743478775, + 0.02743128500878811, + 0.04773188754916191, + 0.07608034461736679, + 0.06722894310951233, + 0.07711443305015564, + 0.5077665448188782 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.023294596001505852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_tensor([4479, 4479])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_tensor([4479, 4479])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1433bf72450f4a0cfab1de9daf44e42c225901ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_tensor([4479, 4479])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "panoramic long shot tilts upward, a slow, smooth movement perfectly capturing the captivating pixel art aesthetic of the \"Stardew Valley\" genre, revealing a vast, pastoral landscape. Rolling hills are meticulously composed of varying shades of emerald green and earthy-toned pixels, dotted with lovely, sharply defined pixelated trees. In the distance, a quaint farmhouse stands beneath a soft, pale blue sky, dotted with a few square, fluffy white clouds. At the center of this tranquil scene, an open, round rouge box soars gracefully and vertically upward. Its outer shell is shimmering rose-gold pixels, its lid fully open, its small mirror reflecting the pixelated sky. As it ascends steadily and leisurely, a dreamlike trail of fine pink pixelated dust drifts out from behind. These tiny, luminous square particles, like shimmering stardust, trace a brief, brilliant arc through the sky before slowly dissipating into the bright air. The entire scene, bathed in the warm, bright afternoon sunlight, casts soft, sharply defined pixelated shadows, creating a tranquil, dreamy, and healing pastoral atmosphere.", + "seed": 822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_4479_seed_822_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014274424966424703, + "vlm_logprob": -0.014274424966424703, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.014274424966424703, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02358420193195343 + ], + "opposite_logprob_tokens": [ + -4.398584365844727 + ], + "logprob_reward": -0.02358420193195343, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.02358420193195343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06578400731086731, + 0.20534496009349823, + 0.029248004779219627, + 0.5295160412788391, + 0.011986050754785538, + 0.019544051960110664, + 0.02596484310925007, + 0.021939394995570183, + 0.04630471393465996, + 0.04436791315674782 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02358420193195343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022191202733665705 + ], + "opposite_logprob_tokens": [ + -6.127219200134277 + ], + "logprob_reward": -0.0022191202733665705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022191202733665705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13907423615455627, + 0.13065586984157562, + 0.04211122542619705, + 0.3653078079223633, + 0.05471790209412575, + 0.05723398178815842, + 0.04444459080696106, + 0.048143722116947174, + 0.05430153012275696, + 0.06400914490222931 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0022191202733665705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190933391451836 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190933391451836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190933391451836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04587392136454582, + 0.383307546377182, + 0.02924504689872265, + 0.23921561241149902, + 0.03883034363389015, + 0.04539104551076889, + 0.06635496765375137, + 0.06728895008563995, + 0.05034733936190605, + 0.0341453030705452 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.018190933391451836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633795142173767 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633795142173767, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633795142173767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050160668790340424, + 0.15076418220996857, + 0.03071746416389942, + 0.11811143159866333, + 0.030453765764832497, + 0.06960731744766235, + 0.040849000215530396, + 0.056698329746723175, + 0.12011996656656265, + 0.33251795172691345 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.02633795142173767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010399178136140108 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010399178136140108, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010399178136140108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13771620392799377, + 0.021181391552090645, + 0.030297601595520973, + 0.5434989333152771, + 0.040343027561903, + 0.028703046962618828, + 0.0287450160831213, + 0.038732267916202545, + 0.0773235559463501, + 0.05345887318253517 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0010399178136140108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic long shot tilts upward, a slow, smooth movement perfectly capturing the captivating pixel art aesthetic of the \"Stardew Valley\" genre, revealing a vast, pastoral landscape. Rolling hills are meticulously composed of varying shades of emerald green and earthy-toned pixels, dotted with lovely, sharply defined pixelated trees. In the distance, a quaint farmhouse stands beneath a soft, pale blue sky, dotted with a few square, fluffy white clouds. At the center of this tranquil scene, an open, round rouge box soars gracefully and vertically upward. Its outer shell is shimmering rose-gold pixels, its lid fully open, its small mirror reflecting the pixelated sky. As it ascends steadily and leisurely, a dreamlike trail of fine pink pixelated dust drifts out from behind. These tiny, luminous square particles, like shimmering stardust, trace a brief, brilliant arc through the sky before slowly dissipating into the bright air. The entire scene, bathed in the warm, bright afternoon sunlight, casts soft, sharply defined pixelated shadows, creating a tranquil, dreamy, and healing pastoral atmosphere.", + "seed": 823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_4479_seed_823_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024457805184647442, + "vlm_logprob": -0.024457805184647442, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.024457805184647442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04773859307169914 + ], + "opposite_logprob_tokens": [ + -3.422738552093506 + ], + "logprob_reward": -0.04773859307169914, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04773859307169914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03067447617650032, + 0.01509040966629982, + 0.021367870271205902, + 0.0285763218998909, + 0.049158453941345215, + 0.06444413959980011, + 0.030665919184684753, + 0.10926315188407898, + 0.6192519664764404, + 0.03150736540555954 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.04773859307169914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002510374179109931 + ], + "opposite_logprob_tokens": [ + -6.0025105476379395 + ], + "logprob_reward": -0.002510374179109931, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002510374179109931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10435916483402252, + 0.07042069733142853, + 0.04002704098820686, + 0.03615884855389595, + 0.11515108495950699, + 0.1662987321615219, + 0.1740683913230896, + 0.08990133553743362, + 0.14750449359416962, + 0.0561101920902729 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.002510374179109931 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034513577818870544, + 0.04977128282189369, + 0.11557356268167496, + 0.02681686170399189, + 0.05466900020837784, + 0.05459388718008995, + 0.14407677948474884, + 0.17388379573822021, + 0.19795207679271698, + 0.14814916253089905 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.016067545861005783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493330955505371 + ], + "opposite_logprob_tokens": [ + -2.9299333095550537 + ], + "logprob_reward": -0.05493330955505371, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493330955505371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0715787261724472, + 0.064207524061203, + 0.07478868961334229, + 0.019637711346149445, + 0.04278316721320152, + 0.1392345428466797, + 0.13796579837799072, + 0.09550005942583084, + 0.23457857966423035, + 0.11972516030073166 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.05493330955505371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001039203256368637 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.001039203256368637, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001039203256368637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12117297947406769, + 0.058985594660043716, + 0.2356111854314804, + 0.019360801205039024, + 0.04144367203116417, + 0.06793719530105591, + 0.03736378252506256, + 0.041534993797540665, + 0.2770490050315857, + 0.09954078495502472 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.001039203256368637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic long shot tilts upward, a slow, smooth movement perfectly capturing the captivating pixel art aesthetic of the \"Stardew Valley\" genre, revealing a vast, pastoral landscape. Rolling hills are meticulously composed of varying shades of emerald green and earthy-toned pixels, dotted with lovely, sharply defined pixelated trees. In the distance, a quaint farmhouse stands beneath a soft, pale blue sky, dotted with a few square, fluffy white clouds. At the center of this tranquil scene, an open, round rouge box soars gracefully and vertically upward. Its outer shell is shimmering rose-gold pixels, its lid fully open, its small mirror reflecting the pixelated sky. As it ascends steadily and leisurely, a dreamlike trail of fine pink pixelated dust drifts out from behind. These tiny, luminous square particles, like shimmering stardust, trace a brief, brilliant arc through the sky before slowly dissipating into the bright air. The entire scene, bathed in the warm, bright afternoon sunlight, casts soft, sharply defined pixelated shadows, creating a tranquil, dreamy, and healing pastoral atmosphere.", + "seed": 824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_4479_seed_824_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010262836900074035, + "vlm_logprob": -0.010262836900074035, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.010262836900074035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015347947366535664 + ], + "opposite_logprob_tokens": [ + -4.390347957611084 + ], + "logprob_reward": -0.015347947366535664, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015347947366535664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04534149542450905, + 0.02084168791770935, + 0.043676674365997314, + 0.055527400225400925, + 0.06172294169664383, + 0.03996337205171585, + 0.053384702652692795, + 0.07305601984262466, + 0.5179775953292847, + 0.08850820362567902 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.015347947366535664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032043324317783117 + ], + "opposite_logprob_tokens": [ + -5.753204345703125 + ], + "logprob_reward": -0.0032043324317783117, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032043324317783117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042903970927000046, + 0.019167350605130196, + 0.13395339250564575, + 0.0817168578505516, + 0.020852336660027504, + 0.025128785520792007, + 0.032355982810258865, + 0.11610614508390427, + 0.3141396641731262, + 0.21367548406124115 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0032043324317783117 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068601980805397 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068601980805397, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068601980805397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02329094521701336, + 0.012731472961604595, + 0.07286069542169571, + 0.01987084560096264, + 0.012557553127408028, + 0.019424231722950935, + 0.043361712247133255, + 0.10059305280447006, + 0.5972064733505249, + 0.09810302406549454 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.016068601980805397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060978174209595 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.016060978174209595, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060978174209595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01179846003651619, + 0.010898226872086525, + 0.04382015019655228, + 0.011135133914649487, + 0.007961701601743698, + 0.012362780049443245, + 0.02006932720541954, + 0.05463908240199089, + 0.7690750956535339, + 0.058240097016096115 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.016060978174209595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006323245470412076 + ], + "opposite_logprob_tokens": [ + -7.375632286071777 + ], + "logprob_reward": -0.0006323245470412076, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006323245470412076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03230487182736397, + 0.014536906033754349, + 0.03055451065301895, + 0.027591269463300705, + 0.016323283314704895, + 0.0227859765291214, + 0.02289804071187973, + 0.03908538818359375, + 0.618651807308197, + 0.17526797950267792 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0006323245470412076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic long shot tilts upward, a slow, smooth movement perfectly capturing the captivating pixel art aesthetic of the \"Stardew Valley\" genre, revealing a vast, pastoral landscape. Rolling hills are meticulously composed of varying shades of emerald green and earthy-toned pixels, dotted with lovely, sharply defined pixelated trees. In the distance, a quaint farmhouse stands beneath a soft, pale blue sky, dotted with a few square, fluffy white clouds. At the center of this tranquil scene, an open, round rouge box soars gracefully and vertically upward. Its outer shell is shimmering rose-gold pixels, its lid fully open, its small mirror reflecting the pixelated sky. As it ascends steadily and leisurely, a dreamlike trail of fine pink pixelated dust drifts out from behind. These tiny, luminous square particles, like shimmering stardust, trace a brief, brilliant arc through the sky before slowly dissipating into the bright air. The entire scene, bathed in the warm, bright afternoon sunlight, casts soft, sharply defined pixelated shadows, creating a tranquil, dreamy, and healing pastoral atmosphere.", + "seed": 825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_10/index_4479_seed_825_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02922775796614587, + "vlm_logprob": -0.02922775796614587, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.02922775796614587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09958165138959885 + ], + "opposite_logprob_tokens": [ + -2.474581718444824 + ], + "logprob_reward": -0.09958165138959885, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09958165138959885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05985235422849655, + 0.0491974912583828, + 0.022159675136208534, + 0.0428556427359581, + 0.1338232457637787, + 0.505851686000824, + 0.02613047882914543, + 0.07870332151651382, + 0.04588247090578079, + 0.03554357588291168 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.09958165138959885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002218644367530942 + ], + "opposite_logprob_tokens": [ + -6.127218723297119 + ], + "logprob_reward": -0.002218644367530942, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002218644367530942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07847394794225693, + 0.013097451999783516, + 0.01885594055056572, + 0.08589883148670197, + 0.1548493206501007, + 0.43766629695892334, + 0.033748872578144073, + 0.08717268705368042, + 0.05340985953807831, + 0.03682678937911987 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.002218644367530942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05869493633508682, + 0.03754933923482895, + 0.03694155067205429, + 0.032207414507865906, + 0.06926176697015762, + 0.259501188993454, + 0.03936071693897247, + 0.2796325981616974, + 0.10768847912549973, + 0.07916203141212463 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0160688366740942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333190500736237 + ], + "opposite_logprob_tokens": [ + -3.6513330936431885 + ], + "logprob_reward": -0.026333190500736237, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333190500736237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046581171452999115, + 0.06403825432062149, + 0.033456649631261826, + 0.05709025636315346, + 0.09340661019086838, + 0.23708918690681458, + 0.03531542047858238, + 0.1763799637556076, + 0.16456522047519684, + 0.09207728505134583 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.026333190500736237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a panoramic long shot with an upward tilting camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a pixel art aesthetic resembling the 'Stardew Valley' genre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round rouge box visible at the center of the scene, soaring vertically upward with an open lid and a small mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rouge box emit a trail of fine pink pixelated dust that forms a brief arc before dissipating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a pastoral landscape with rolling emerald green hills, pixelated trees, and a pale blue sky with square white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019364668987691402 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019364668987691402, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019364668987691402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07881098240613937, + 0.021485520526766777, + 0.015950603410601616, + 0.019343091174960136, + 0.04268404096364975, + 0.6974057555198669, + 0.03894519433379173, + 0.03375834599137306, + 0.03331718593835831, + 0.018299240618944168 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0019364668987691402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_tensor([7628, 7628])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_tensor([7628, 7628])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1f73e24c41c2ababb9ef28702486b9566bcaeb0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_tensor([7628, 7628])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, shot from a low angle, begins with a deep, earth-shaking roar, and the vast expanse of pristine wilderness begins to tremble violently. A mountainous rock giant slowly but inexorably pulls itself from the slumbering earth. Its body is composed of ancient, weathered rock, its limbs formed by the friction and interlocking of vast slabs of rock, and its surface is covered with mottled dark green moss and tenacious dwarf pines. Tons of earth and rock fragments cascade down its moving body with a thunderous grinding sound. Within its rugged head, within two deep caverns, a glowing orange light, like molten lava, begins to pulsate and ignite, as if eyes, dormant for millennia, are slowly opening. As the giant gradually straightens, the camera slowly tilts upward and zooms out, finally revealing its full, awe-inspiring form, its silhouette majestic in the soft golden light of dawn. The rising sun outlines its rugged silhouette, casting deep and dynamic shadows on its rough rock skin, and the whole scene is filled with an epic and awe-inspiring atmosphere, conveying a sense of primitive, ancient and irresistible natural power.", + "seed": 29634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_7628_seed_29634_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2408869278151542, + "vlm_logprob": -0.2408869278151542, + "vlm_yes_no_margin": 3.450000011920929, + "vlm_token_credit": -0.2408869278151542, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0084481006488204 + ], + "opposite_logprob_tokens": [ + -5.008448123931885 + ], + "logprob_reward": -0.0084481006488204, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0084481006488204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08431857824325562, + 0.2187480330467224, + 0.033806245774030685, + 0.14017099142074585, + 0.10544165968894958, + 0.15915365517139435, + 0.17239686846733093, + 0.031549155712127686, + 0.017411651089787483, + 0.03700311481952667 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.0084481006488204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028269824106246233 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028269824106246233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028269824106246233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08751359581947327, + 0.10017933696508408, + 0.08204250782728195, + 0.3018457889556885, + 0.10722343623638153, + 0.15260249376296997, + 0.03594692796468735, + 0.06706392765045166, + 0.014687125571072102, + 0.05089486762881279 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.0028269824106246233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980480156838894 + ], + "opposite_logprob_tokens": [ + -3.5298047065734863 + ], + "logprob_reward": -0.02980480156838894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980480156838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795438706874847, + 0.14858518540859222, + 0.2043917030096054, + 0.06652282178401947, + 0.2013016641139984, + 0.08458063006401062, + 0.09856770932674408, + 0.03734523057937622, + 0.030479025095701218, + 0.04027170687913895 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.02980480156838894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370000839233398 + ], + "opposite_logprob_tokens": [ + -0.3870001435279846 + ], + "logprob_reward": -1.1370000839233398, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1370000839233398, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0765751302242279, + 0.09857132285833359, + 0.07434162497520447, + 0.08728151023387909, + 0.13018673658370972, + 0.10987269878387451, + 0.37986141443252563, + 0.008750439621508121, + 0.02185245044529438, + 0.012706692330539227 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -1.1370000839233398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354670524597168 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354670524597168, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354670524597168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22823064029216766, + 0.08445204794406891, + 0.07819449156522751, + 0.10587744414806366, + 0.09489250928163528, + 0.07516174763441086, + 0.2473030686378479, + 0.025517288595438004, + 0.02553882636129856, + 0.034831974655389786 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.026354670524597168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot from a low angle, begins with a deep, earth-shaking roar, and the vast expanse of pristine wilderness begins to tremble violently. A mountainous rock giant slowly but inexorably pulls itself from the slumbering earth. Its body is composed of ancient, weathered rock, its limbs formed by the friction and interlocking of vast slabs of rock, and its surface is covered with mottled dark green moss and tenacious dwarf pines. Tons of earth and rock fragments cascade down its moving body with a thunderous grinding sound. Within its rugged head, within two deep caverns, a glowing orange light, like molten lava, begins to pulsate and ignite, as if eyes, dormant for millennia, are slowly opening. As the giant gradually straightens, the camera slowly tilts upward and zooms out, finally revealing its full, awe-inspiring form, its silhouette majestic in the soft golden light of dawn. The rising sun outlines its rugged silhouette, casting deep and dynamic shadows on its rough rock skin, and the whole scene is filled with an epic and awe-inspiring atmosphere, conveying a sense of primitive, ancient and irresistible natural power.", + "seed": 29635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_7628_seed_29635_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06212475523352623, + "vlm_logprob": -0.06212475523352623, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06212475523352623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010834085755050182 + ], + "opposite_logprob_tokens": [ + -4.760834217071533 + ], + "logprob_reward": -0.010834085755050182, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010834085755050182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1304658055305481, + 0.033445242792367935, + 0.15893124043941498, + 0.060984913259744644, + 0.03838346153497696, + 0.041783373802900314, + 0.08602722734212875, + 0.09430848807096481, + 0.07707057148218155, + 0.27859973907470703 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.010834085755050182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087474413216114 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087474413216114, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087474413216114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23686333000659943, + 0.05259063094854355, + 0.16320857405662537, + 0.03268154710531235, + 0.050375863909721375, + 0.03526169806718826, + 0.06275390833616257, + 0.0722007229924202, + 0.08320996165275574, + 0.21085378527641296 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.011087474413216114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584875717759132 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.020584875717759132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584875717759132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07841461151838303, + 0.04030784219503403, + 0.08155479282140732, + 0.033404964953660965, + 0.26339930295944214, + 0.20162667334079742, + 0.10277725011110306, + 0.04867308586835861, + 0.032654814422130585, + 0.11718659847974777 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.020584875717759132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520509660243988 + ], + "opposite_logprob_tokens": [ + -1.5020509958267212 + ], + "logprob_reward": -0.2520509660243988, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520509660243988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09283826500177383, + 0.026021916419267654, + 0.22545187175273895, + 0.057457003742456436, + 0.26588180661201477, + 0.020451348274946213, + 0.05578712001442909, + 0.06202664598822594, + 0.06018595024943352, + 0.13389809429645538 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.2520509660243988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066374257206917 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.016066374257206917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066374257206917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1106574758887291, + 0.06626816838979721, + 0.09256897121667862, + 0.02972261793911457, + 0.12236177921295166, + 0.16951964795589447, + 0.22623223066329956, + 0.0337253138422966, + 0.015566681511700153, + 0.13337719440460205 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.016066374257206917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot from a low angle, begins with a deep, earth-shaking roar, and the vast expanse of pristine wilderness begins to tremble violently. A mountainous rock giant slowly but inexorably pulls itself from the slumbering earth. Its body is composed of ancient, weathered rock, its limbs formed by the friction and interlocking of vast slabs of rock, and its surface is covered with mottled dark green moss and tenacious dwarf pines. Tons of earth and rock fragments cascade down its moving body with a thunderous grinding sound. Within its rugged head, within two deep caverns, a glowing orange light, like molten lava, begins to pulsate and ignite, as if eyes, dormant for millennia, are slowly opening. As the giant gradually straightens, the camera slowly tilts upward and zooms out, finally revealing its full, awe-inspiring form, its silhouette majestic in the soft golden light of dawn. The rising sun outlines its rugged silhouette, casting deep and dynamic shadows on its rough rock skin, and the whole scene is filled with an epic and awe-inspiring atmosphere, conveying a sense of primitive, ancient and irresistible natural power.", + "seed": 29636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_7628_seed_29636_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.329132458101958, + "vlm_logprob": -0.329132458101958, + "vlm_yes_no_margin": 3.3999999523162843, + "vlm_token_credit": -0.329132458101958, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009138424880802631 + ], + "opposite_logprob_tokens": [ + -4.884138584136963 + ], + "logprob_reward": -0.009138424880802631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009138424880802631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13084690272808075, + 0.03681505471467972, + 0.07977057248353958, + 0.07197614014148712, + 0.05568297952413559, + 0.10586193948984146, + 0.22478421032428741, + 0.09691117703914642, + 0.07644829899072647, + 0.12090270966291428 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.009138424880802631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084291152656078 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084291152656078, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084291152656078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279204934835434, + 0.08935444056987762, + 0.08869971334934235, + 0.23115141689777374, + 0.10885818302631378, + 0.0878925770521164, + 0.08907374739646912, + 0.042218104004859924, + 0.058740127831697464, + 0.07609115540981293 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.011084291152656078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07178935408592224, + 0.07031110674142838, + 0.0712921991944313, + 0.07873833924531937, + 0.11396227031946182, + 0.12157261371612549, + 0.08140923082828522, + 0.11051890254020691, + 0.08143524080514908, + 0.1989707201719284 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600509762763977 + ], + "opposite_logprob_tokens": [ + -0.22550977766513824 + ], + "logprob_reward": -1.600509762763977, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600509762763977, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05326737463474274, + 0.045263517647981644, + 0.029697325080633163, + 0.07852332293987274, + 0.08046136051416397, + 0.04999725520610809, + 0.25904321670532227, + 0.3391314744949341, + 0.03317445516586304, + 0.03144076094031334 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -1.600509762763977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13396845757961273, + 0.12560607492923737, + 0.026768969371914864, + 0.05175478383898735, + 0.0703524649143219, + 0.09760870039463043, + 0.20784147083759308, + 0.22298963367938995, + 0.042384952306747437, + 0.020724410191178322 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.018193859606981277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot from a low angle, begins with a deep, earth-shaking roar, and the vast expanse of pristine wilderness begins to tremble violently. A mountainous rock giant slowly but inexorably pulls itself from the slumbering earth. Its body is composed of ancient, weathered rock, its limbs formed by the friction and interlocking of vast slabs of rock, and its surface is covered with mottled dark green moss and tenacious dwarf pines. Tons of earth and rock fragments cascade down its moving body with a thunderous grinding sound. Within its rugged head, within two deep caverns, a glowing orange light, like molten lava, begins to pulsate and ignite, as if eyes, dormant for millennia, are slowly opening. As the giant gradually straightens, the camera slowly tilts upward and zooms out, finally revealing its full, awe-inspiring form, its silhouette majestic in the soft golden light of dawn. The rising sun outlines its rugged silhouette, casting deep and dynamic shadows on its rough rock skin, and the whole scene is filled with an epic and awe-inspiring atmosphere, conveying a sense of primitive, ancient and irresistible natural power.", + "seed": 29637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_11/index_7628_seed_29637_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1424732595682144, + "vlm_logprob": -0.1424732595682144, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1424732595682144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022511182352900505 + ], + "opposite_logprob_tokens": [ + -3.8975112438201904 + ], + "logprob_reward": -0.022511182352900505, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022511182352900505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11998065561056137, + 0.08093324303627014, + 0.17823082208633423, + 0.18388445675373077, + 0.10816196352243423, + 0.07866055518388748, + 0.04770108312368393, + 0.031348682940006256, + 0.08255098015069962, + 0.08854753524065018 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.022511182352900505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647022768855095 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647022768855095, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647022768855095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35455480217933655, + 0.10442346334457397, + 0.06986398994922638, + 0.08331780135631561, + 0.05865701660513878, + 0.062088657170534134, + 0.030128607526421547, + 0.03599841520190239, + 0.09800024330615997, + 0.10296695679426193 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008647022768855095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307367652654648 + ], + "opposite_logprob_tokens": [ + -3.1680736541748047 + ], + "logprob_reward": -0.04307367652654648, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307367652654648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16770532727241516, + 0.05516297370195389, + 0.08058221638202667, + 0.18811044096946716, + 0.2950436770915985, + 0.06439337879419327, + 0.02330728806555271, + 0.06992898136377335, + 0.027108917012810707, + 0.028656810522079468 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.04307367652654648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576087474822998 + ], + "opposite_logprob_tokens": [ + -0.826087474822998 + ], + "logprob_reward": -0.576087474822998, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576087474822998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25599905848503113, + 0.14721612632274628, + 0.18288207054138184, + 0.07013040781021118, + 0.05968532711267471, + 0.0382855124771595, + 0.04180649667978287, + 0.03167194873094559, + 0.150290846824646, + 0.02203216962516308 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.576087474822998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant creature composed of ancient, weathered rock slabs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the giant's surface covered with mottled dark green moss and dwarf pines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two deep caverns in the giant's head glow with a pulsating orange light resembling molten lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low angle and slowly tilt upward while zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the soft golden light of a rising sun casting dynamic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204694136977196 + ], + "opposite_logprob_tokens": [ + -2.812047004699707 + ], + "logprob_reward": -0.06204694136977196, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204694136977196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27285656332969666, + 0.18093672394752502, + 0.0780784860253334, + 0.2275272160768509, + 0.0517229363322258, + 0.0746479332447052, + 0.03489341959357262, + 0.019553666934370995, + 0.03158944472670555, + 0.028193600475788116 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.06204694136977196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_tensor([3215, 3215])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_tensor([3215, 3215])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a12403f852c7306d526cc71e441b2adf83d0fcf1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_tensor([3215, 3215])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.", + "seed": 12328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_3215_seed_12328_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07175599969923496, + "vlm_logprob": -0.07175599969923496, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.07175599969923496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09187150001525879 + ], + "opposite_logprob_tokens": [ + -2.966871500015259 + ], + "logprob_reward": -0.09187150001525879, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.09187150001525879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1460002213716507, + 0.07313830405473709, + 0.05187856778502464, + 0.03669685870409012, + 0.08637416362762451, + 0.05994551628828049, + 0.12278785556554794, + 0.0480351485311985, + 0.1272609531879425, + 0.2478823959827423 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.09187150001525879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603725701570511 + ], + "opposite_logprob_tokens": [ + -1.9103726148605347 + ], + "logprob_reward": -0.1603725701570511, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603725701570511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0864904373884201, + 0.061159055680036545, + 0.024679336696863174, + 0.04742962121963501, + 0.2345830649137497, + 0.06189568713307381, + 0.04134737700223923, + 0.014680905267596245, + 0.13223347067832947, + 0.2955010235309601 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.1603725701570511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369521722197533 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.03369521722197533, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369521722197533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14213378727436066, + 0.051129553467035294, + 0.023834850639104843, + 0.0704909935593605, + 0.05741071701049805, + 0.1866079419851303, + 0.1729450672864914, + 0.07168242335319519, + 0.142004132270813, + 0.08176053315401077 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.03369521722197533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043051183223724365 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.043051183223724365, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043051183223724365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1318548023700714, + 0.06191684678196907, + 0.0432165302336216, + 0.10136853158473969, + 0.08789782971143723, + 0.06110835820436478, + 0.07792829722166061, + 0.06354206055402756, + 0.14817388355731964, + 0.22299277782440186 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.043051183223724365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789527878165245 + ], + "opposite_logprob_tokens": [ + -3.529789447784424 + ], + "logprob_reward": -0.029789527878165245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789527878165245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09542501717805862, + 0.04674617573618889, + 0.07791925221681595, + 0.015813792124390602, + 0.03348378464579582, + 0.022110849618911743, + 0.07402623444795609, + 0.019808169454336166, + 0.5265213847160339, + 0.08814539760351181 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.029789527878165245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.", + "seed": 12329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_3215_seed_12329_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1021808210760355, + "vlm_logprob": -0.1021808210760355, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.1021808210760355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15822836756706238 + ], + "opposite_logprob_tokens": [ + -2.1582283973693848 + ], + "logprob_reward": -0.15822836756706238, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.15822836756706238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18123213946819305, + 0.10422336310148239, + 0.12200219929218292, + 0.13072027266025543, + 0.10075470805168152, + 0.059378571808338165, + 0.04855888709425926, + 0.10633991658687592, + 0.06445634365081787, + 0.08233359456062317 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.15822836756706238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521306574344635 + ], + "opposite_logprob_tokens": [ + -1.5021306276321411 + ], + "logprob_reward": -0.2521306574344635, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521306574344635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19700045883655548, + 0.11858297884464264, + 0.06985239684581757, + 0.05601545050740242, + 0.03425990417599678, + 0.06794127076864243, + 0.2324891835451126, + 0.0851980596780777, + 0.03368094190955162, + 0.10497930645942688 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.2521306574344635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820029877126217 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.01820029877126217, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820029877126217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0646640807390213, + 0.05888572707772255, + 0.06695868819952011, + 0.12289474904537201, + 0.13693970441818237, + 0.1806073635816574, + 0.16393588483333588, + 0.05702221766114235, + 0.08902401477098465, + 0.05906752869486809 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.01820029877126217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370340168476105 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.03370340168476105, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370340168476105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12849372625350952, + 0.22620445489883423, + 0.13702034950256348, + 0.058106888085603714, + 0.11138243228197098, + 0.06249454617500305, + 0.07812625914812088, + 0.09222458302974701, + 0.043596576899290085, + 0.06235018000006676 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03370340168476105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486413799226284 + ], + "opposite_logprob_tokens": [ + -3.0486414432525635 + ], + "logprob_reward": -0.0486413799226284, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486413799226284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27033695578575134, + 0.21032902598381042, + 0.027227161452174187, + 0.08161333948373795, + 0.10760626196861267, + 0.07930395752191544, + 0.03404983505606651, + 0.04719831421971321, + 0.053178027272224426, + 0.0891571044921875 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0486413799226284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.", + "seed": 12330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_3215_seed_12330_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23452798202633857, + "vlm_logprob": -0.23452798202633857, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.23452798202633857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48189330101013184 + ], + "opposite_logprob_tokens": [ + -1.1068933010101318 + ], + "logprob_reward": -0.48189330101013184, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.48189330101013184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38585370779037476, + 0.1452723741531372, + 0.10998836904764175, + 0.05428279936313629, + 0.06023439019918442, + 0.043088894337415695, + 0.033280909061431885, + 0.07923232764005661, + 0.05273343622684479, + 0.03603285178542137 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.48189330101013184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233655571937561 + ], + "opposite_logprob_tokens": [ + -0.8983655571937561 + ], + "logprob_reward": -0.5233655571937561, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233655571937561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15924939513206482, + 0.1178588792681694, + 0.0891043022274971, + 0.11089285463094711, + 0.08865496516227722, + 0.04727433621883392, + 0.1256486475467682, + 0.1169351115822792, + 0.05527154728770256, + 0.08910994976758957 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.5233655571937561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2926258444786072, + 0.10712874680757523, + 0.11323190480470657, + 0.054403211921453476, + 0.1321774572134018, + 0.09365987032651901, + 0.027880048379302025, + 0.02895824797451496, + 0.02995431236922741, + 0.11998027563095093 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.026352349668741226 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062055230140686035 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.062055230140686035, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062055230140686035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19737038016319275, + 0.04236651211977005, + 0.05962200462818146, + 0.0890958160161972, + 0.11203595250844955, + 0.09568533301353455, + 0.11145176738500595, + 0.0560893639922142, + 0.05097990110516548, + 0.18530303239822388 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.062055230140686035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897347211837769 + ], + "opposite_logprob_tokens": [ + -2.5789735317230225 + ], + "logprob_reward": -0.07897347211837769, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897347211837769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31685033440589905, + 0.32655414938926697, + 0.15139655768871307, + 0.028658011928200722, + 0.06609540432691574, + 0.021803954616189003, + 0.0338701568543911, + 0.011847871355712414, + 0.006878070067614317, + 0.03604552894830704 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07897347211837769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.", + "seed": 12331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_12/index_3215_seed_12331_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1332927262876183, + "vlm_logprob": -0.1332927262876183, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.1332927262876183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09100300818681717 + ], + "opposite_logprob_tokens": [ + -2.591002941131592 + ], + "logprob_reward": -0.09100300818681717, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09100300818681717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3145264983177185, + 0.1129075437784195, + 0.05723921209573746, + 0.07262257486581802, + 0.2151203155517578, + 0.05179859325289726, + 0.03469514474272728, + 0.03657521307468414, + 0.061140384525060654, + 0.043374549597501755 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.09100300818681717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233450531959534 + ], + "opposite_logprob_tokens": [ + -0.8983450531959534 + ], + "logprob_reward": -0.5233450531959534, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233450531959534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23277518153190613, + 0.0921132043004036, + 0.09438426792621613, + 0.0761864110827446, + 0.07674860954284668, + 0.028138630092144012, + 0.20664070546627045, + 0.05019843205809593, + 0.06960734724998474, + 0.07320721447467804 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.5233450531959534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288888856768608 + ], + "opposite_logprob_tokens": [ + -3.7732889652252197 + ], + "logprob_reward": -0.023288888856768608, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288888856768608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08063586056232452, + 0.11053416132926941, + 0.055028609931468964, + 0.20525594055652618, + 0.06616207957267761, + 0.09369821101427078, + 0.08272894471883774, + 0.1260065883398056, + 0.12449770420789719, + 0.05545191839337349 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.023288888856768608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14254797995090485, + 0.11901810020208359, + 0.059738148003816605, + 0.20589135587215424, + 0.10300890356302261, + 0.04243083298206329, + 0.049532677978277206, + 0.0667448416352272, + 0.12040577083826065, + 0.09068143367767334 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.02634294331073761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an overhead angle with a slightly tilted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera movement handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a bald man wearing a yellow bodysuit, red gloves, and a white cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character press down on a thick rusted H-beam with his index finger, causing it to break into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast chaotic urban ruin with a gray afternoon sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002483737887814641 + ], + "opposite_logprob_tokens": [ + -6.00248384475708 + ], + "logprob_reward": -0.002483737887814641, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002483737887814641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4154125452041626, + 0.11727976053953171, + 0.05526150017976761, + 0.11407283693552017, + 0.12571418285369873, + 0.023186730220913887, + 0.02883755788207054, + 0.01974230445921421, + 0.0531286895275116, + 0.04736386612057686 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.002483737887814641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_tensor([3128, 3128])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_tensor([3128, 3128])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..150d25b1911951f78a3f000ac4a9956113c113da --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_tensor([3128, 3128])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, extreme wide shot captures a dramatic time-lapse of a vast, open landscape beneath a dynamic sky, clouds racing from one side of the frame to the other. A lone cyclist, seemingly small against the vastness of the scene, tirelessly pedals along a smooth, black asphalt road, carving a sharp line across the rolling, sun-scorched golden hills. Wearing a vibrant red jersey, black cycling shorts, and a white helmet, the cyclist leans forward in an intense, focused pose, their legs atop a sleek, dark-framed road bike in rhythmic, blurry motion. Dominating the skyline is a farm of massive white wind turbines, their three long blades rotating in a synchronized, hypnotic pattern, the time-lapse transforming into a soft, circular blur. As the sequence progresses, the light shifts from the bright, warm glow of late afternoon to the fiery oranges and deep purples of sunset, casting the turbines' long, sweeping shadows as they stretch and race across the landscape like giant clock hands, creating an awe-inspiring and epic atmosphere of human endurance against the backdrop of immense technology and nature.", + "seed": 17976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_3128_seed_17976_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23720848355442287, + "vlm_logprob": -0.23720848355442287, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.23720848355442287, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21751441061496735 + ], + "opposite_logprob_tokens": [ + -1.8425143957138062 + ], + "logprob_reward": -0.21751441061496735, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.21751441061496735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.216184601187706, + 0.045801181346178055, + 0.12379466742277145, + 0.06554660946130753, + 0.0964076817035675, + 0.056707289069890976, + 0.09964939951896667, + 0.1716054528951645, + 0.08309227973222733, + 0.041210804134607315 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.21751441061496735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328121423721313 + ], + "opposite_logprob_tokens": [ + -0.7578121423721313 + ], + "logprob_reward": -0.6328121423721313, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328121423721313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35335773229599, + 0.10396520793437958, + 0.06384751200675964, + 0.06093577668070793, + 0.05536223202943802, + 0.019925642758607864, + 0.04641850292682648, + 0.2208297997713089, + 0.04762561619281769, + 0.027731936424970627 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.6328121423721313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135606050491333 + ], + "opposite_logprob_tokens": [ + -1.3135606050491333 + ], + "logprob_reward": -0.3135606050491333, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135606050491333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30346232652664185, + 0.10478604584932327, + 0.04416888207197189, + 0.09103276580572128, + 0.04589831829071045, + 0.031108321622014046, + 0.02133934199810028, + 0.09698440879583359, + 0.23253510892391205, + 0.028684353455901146 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.3135606050491333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108488067984581 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.01108488067984581, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108488067984581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09862447530031204, + 0.04642201215028763, + 0.06390828639268875, + 0.1273912638425827, + 0.10697122663259506, + 0.03371736407279968, + 0.06010282039642334, + 0.3587869703769684, + 0.058585867285728455, + 0.04548972100019455 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.01108488067984581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070379056036472 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070379056036472, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070379056036472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09946088492870331, + 0.025610199198126793, + 0.033807236701250076, + 0.160871222615242, + 0.10663732141256332, + 0.0695820078253746, + 0.03637629374861717, + 0.23100759088993073, + 0.18263979256153107, + 0.05400747060775757 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.011070379056036472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a dramatic time-lapse of a vast, open landscape beneath a dynamic sky, clouds racing from one side of the frame to the other. A lone cyclist, seemingly small against the vastness of the scene, tirelessly pedals along a smooth, black asphalt road, carving a sharp line across the rolling, sun-scorched golden hills. Wearing a vibrant red jersey, black cycling shorts, and a white helmet, the cyclist leans forward in an intense, focused pose, their legs atop a sleek, dark-framed road bike in rhythmic, blurry motion. Dominating the skyline is a farm of massive white wind turbines, their three long blades rotating in a synchronized, hypnotic pattern, the time-lapse transforming into a soft, circular blur. As the sequence progresses, the light shifts from the bright, warm glow of late afternoon to the fiery oranges and deep purples of sunset, casting the turbines' long, sweeping shadows as they stretch and race across the landscape like giant clock hands, creating an awe-inspiring and epic atmosphere of human endurance against the backdrop of immense technology and nature.", + "seed": 17977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_3128_seed_17977_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13221960254013537, + "vlm_logprob": -0.13221960254013537, + "vlm_yes_no_margin": 2.174999976158142, + "vlm_token_credit": -0.13221960254013537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14396511018276215 + ], + "opposite_logprob_tokens": [ + -2.268965005874634 + ], + "logprob_reward": -0.14396511018276215, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.14396511018276215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14738957583904266, + 0.07991389185190201, + 0.04854560270905495, + 0.07017463445663452, + 0.05115330219268799, + 0.09997548907995224, + 0.12301785498857498, + 0.08969608694314957, + 0.10121604800224304, + 0.18891750276088715 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.14396511018276215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016095072031021 + ], + "opposite_logprob_tokens": [ + -1.701609492301941 + ], + "logprob_reward": -0.2016095072031021, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016095072031021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13360661268234253, + 0.05896191671490669, + 0.039706286042928696, + 0.02778000198304653, + 0.0717284083366394, + 0.2342781126499176, + 0.18921896815299988, + 0.06942415237426758, + 0.037874817848205566, + 0.13742072880268097 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.2016095072031021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14290152490139008 + ], + "opposite_logprob_tokens": [ + -2.0179014205932617 + ], + "logprob_reward": -0.14290152490139008, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14290152490139008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12297496944665909, + 0.05576850473880768, + 0.041785359382629395, + 0.03605687618255615, + 0.07256951183080673, + 0.0951075404882431, + 0.09781555831432343, + 0.07139766961336136, + 0.07144442945718765, + 0.33507952094078064 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.14290152490139008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282701909542084 + ], + "opposite_logprob_tokens": [ + -2.017827033996582 + ], + "logprob_reward": -0.14282701909542084, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282701909542084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036364153027534485, + 0.03829926252365112, + 0.03186583146452904, + 0.040736619383096695, + 0.14658764004707336, + 0.10713702440261841, + 0.10301454365253448, + 0.13885849714279175, + 0.06205622851848602, + 0.29508015513420105 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.14282701909542084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794851318001747 + ], + "opposite_logprob_tokens": [ + -3.529794931411743 + ], + "logprob_reward": -0.029794851318001747, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794851318001747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17495302855968475, + 0.04378880560398102, + 0.027342673391103745, + 0.03631158918142319, + 0.07363032549619675, + 0.14453178644180298, + 0.11701364815235138, + 0.1472572237253189, + 0.0488375723361969, + 0.18633337318897247 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029794851318001747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a dramatic time-lapse of a vast, open landscape beneath a dynamic sky, clouds racing from one side of the frame to the other. A lone cyclist, seemingly small against the vastness of the scene, tirelessly pedals along a smooth, black asphalt road, carving a sharp line across the rolling, sun-scorched golden hills. Wearing a vibrant red jersey, black cycling shorts, and a white helmet, the cyclist leans forward in an intense, focused pose, their legs atop a sleek, dark-framed road bike in rhythmic, blurry motion. Dominating the skyline is a farm of massive white wind turbines, their three long blades rotating in a synchronized, hypnotic pattern, the time-lapse transforming into a soft, circular blur. As the sequence progresses, the light shifts from the bright, warm glow of late afternoon to the fiery oranges and deep purples of sunset, casting the turbines' long, sweeping shadows as they stretch and race across the landscape like giant clock hands, creating an awe-inspiring and epic atmosphere of human endurance against the backdrop of immense technology and nature.", + "seed": 17978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_3128_seed_17978_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17133999317884446, + "vlm_logprob": -0.17133999317884446, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.17133999317884446, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1151629388332367 + ], + "opposite_logprob_tokens": [ + -2.6151628494262695 + ], + "logprob_reward": -0.1151629388332367, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.1151629388332367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2532190680503845, + 0.03913808614015579, + 0.059190649539232254, + 0.09632918983697891, + 0.0640304759144783, + 0.08286134898662567, + 0.06499086320400238, + 0.19799043238162994, + 0.09795136004686356, + 0.04429847374558449 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.1151629388332367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992958426475525 + ], + "opposite_logprob_tokens": [ + -1.8049296140670776 + ], + "logprob_reward": -0.17992958426475525, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992958426475525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18539611995220184, + 0.12785018980503082, + 0.10385602712631226, + 0.17320223152637482, + 0.050412703305482864, + 0.054279740899801254, + 0.06314633786678314, + 0.07598502188920975, + 0.12375309318304062, + 0.04211849719285965 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.17992958426475525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137442469596863 + ], + "opposite_logprob_tokens": [ + -1.406374454498291 + ], + "logprob_reward": -0.28137442469596863, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137442469596863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19018538296222687, + 0.16349013149738312, + 0.0378253236413002, + 0.1071041077375412, + 0.04755457118153572, + 0.1605032980442047, + 0.09102192521095276, + 0.10689342767000198, + 0.06428086012601852, + 0.031140953302383423 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.28137442469596863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991773784160614 + ], + "opposite_logprob_tokens": [ + -1.8049176931381226 + ], + "logprob_reward": -0.17991773784160614, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991773784160614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08538314700126648, + 0.06125230714678764, + 0.046317391097545624, + 0.14160972833633423, + 0.044236477464437485, + 0.47748225927352905, + 0.03468679264187813, + 0.03998519852757454, + 0.053326427936553955, + 0.01572025753557682 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.17991773784160614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031528025865555 + ], + "opposite_logprob_tokens": [ + -2.3503153324127197 + ], + "logprob_reward": -0.10031528025865555, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031528025865555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10578487813472748, + 0.06540645658969879, + 0.06395258009433746, + 0.20928186178207397, + 0.03626158460974693, + 0.13352739810943604, + 0.03973869979381561, + 0.2075297087430954, + 0.0950765535235405, + 0.04344026371836662 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.10031528025865555 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a dramatic time-lapse of a vast, open landscape beneath a dynamic sky, clouds racing from one side of the frame to the other. A lone cyclist, seemingly small against the vastness of the scene, tirelessly pedals along a smooth, black asphalt road, carving a sharp line across the rolling, sun-scorched golden hills. Wearing a vibrant red jersey, black cycling shorts, and a white helmet, the cyclist leans forward in an intense, focused pose, their legs atop a sleek, dark-framed road bike in rhythmic, blurry motion. Dominating the skyline is a farm of massive white wind turbines, their three long blades rotating in a synchronized, hypnotic pattern, the time-lapse transforming into a soft, circular blur. As the sequence progresses, the light shifts from the bright, warm glow of late afternoon to the fiery oranges and deep purples of sunset, casting the turbines' long, sweeping shadows as they stretch and race across the landscape like giant clock hands, creating an awe-inspiring and epic atmosphere of human endurance against the backdrop of immense technology and nature.", + "seed": 17979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_13/index_3128_seed_17979_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3743142120540142, + "vlm_logprob": -0.3743142120540142, + "vlm_yes_no_margin": 1.225, + "vlm_token_credit": -0.3743142120540142, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.234308123588562 + ], + "opposite_logprob_tokens": [ + -1.734308123588562 + ], + "logprob_reward": -0.234308123588562, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.234308123588562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14265356957912445, + 0.04231713339686394, + 0.03370225057005882, + 0.06649632751941681, + 0.21314579248428345, + 0.05149707570672035, + 0.06902958452701569, + 0.042353108525276184, + 0.25821205973625183, + 0.08059313893318176 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.234308123588562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709592819213867 + ], + "opposite_logprob_tokens": [ + -1.1370959281921387 + ], + "logprob_reward": -0.38709592819213867, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38709592819213867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08161512017250061, + 0.044810257852077484, + 0.03373600170016289, + 0.04672009497880936, + 0.1631232053041458, + 0.06541772186756134, + 0.09662961214780807, + 0.08804359287023544, + 0.3002317547798157, + 0.07967263460159302 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.38709592819213867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3136723041534424 + ], + "opposite_logprob_tokens": [ + -1.3136723041534424 + ], + "logprob_reward": -0.3136723041534424, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3136723041534424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1010454073548317, + 0.2836955189704895, + 0.023797599598765373, + 0.029964590445160866, + 0.0391540490090847, + 0.04233516380190849, + 0.03694119676947594, + 0.07634619623422623, + 0.1399809718132019, + 0.2267393171787262 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.3136723041534424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983855843544006 + ], + "opposite_logprob_tokens": [ + -0.5233855843544006 + ], + "logprob_reward": -0.8983855843544006, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983855843544006, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09646598994731903, + 0.21929241716861725, + 0.11064853519201279, + 0.06849075853824615, + 0.3104901611804962, + 0.032529138028621674, + 0.029982339590787888, + 0.04459449648857117, + 0.05005201697349548, + 0.037454139441251755 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.8983855843544006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, extreme wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone cyclist wearing a vibrant red jersey, black cycling shorts, and a white helmet visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist riding a sleek, dark-framed road bike on a smooth, black asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive white wind turbines with rotating blades dominating the skyline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a time-lapse of the sky with clouds racing and the light shifting from late afternoon to sunset?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810911998152733 + ], + "opposite_logprob_tokens": [ + -3.288109064102173 + ], + "logprob_reward": -0.03810911998152733, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810911998152733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17583411931991577, + 0.23559388518333435, + 0.05917564034461975, + 0.07445670664310455, + 0.10445346683263779, + 0.04477512091398239, + 0.04659765586256981, + 0.06017285957932472, + 0.13895659148693085, + 0.05998389795422554 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.03810911998152733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_tensor([9212, 9212])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_tensor([9212, 9212])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..70a1bba5a4065f838a18f35a2716e2cd5b959134 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_tensor([9212, 9212])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, high-angle shot begins, slowly but steadily advancing, capturing a landscape of rolling green hills bathed in the golden afternoon sun. Soft, velvety grass blankets the ground, long, dramatic shadows cast across the valleys, and the entire scene evokes an epic tranquility. However, as the camera zooms in, a low rumble shatters the silence, and the ground begins to tremble slightly. This tremor quickly intensifies into a violent tremor, sending pebbles and dirt flying from the ground. As the camera continues to close in, the once gentle hilly landscape begins to twist, tear, and heave upward with awe-inspiring force. The vast expanse of grass, like a vast carpet being violently jostled from below, is thrust skyward by an unstoppable force, rapidly forming jagged, angular new peaks that pierce the previously flat horizon. Large amounts of dust and debris were thrown into the air, forming a rolling brown cloud. Golden sunlight penetrated the diffuse dust, forming visible beams of light, rendering a doomsday atmosphere that was both chaotic and magnificent for this magnificent and violent geological change.", + "seed": 30202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_9212_seed_30202_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01117761256173253, + "vlm_logprob": -0.01117761256173253, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.01117761256173253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012849862687289715 + ], + "opposite_logprob_tokens": [ + -4.387849807739258 + ], + "logprob_reward": -0.012849862687289715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012849862687289715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33148691058158875, + 0.03197258710861206, + 0.03773362562060356, + 0.1389104723930359, + 0.042153917253017426, + 0.043364834040403366, + 0.1413159966468811, + 0.15705040097236633, + 0.02521328255534172, + 0.05079803615808487 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012849862687289715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006751345470547676 + ], + "opposite_logprob_tokens": [ + -5.006751537322998 + ], + "logprob_reward": -0.006751345470547676, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006751345470547676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13227277994155884, + 0.03570661321282387, + 0.053973473608493805, + 0.07080624997615814, + 0.04410169646143913, + 0.13949908316135406, + 0.19679804146289825, + 0.11907161772251129, + 0.14586803317070007, + 0.06190241500735283 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.006751345470547676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09933452308177948, + 0.07063183933496475, + 0.031423475593328476, + 0.08049005270004272, + 0.061510033905506134, + 0.21729439496994019, + 0.09907349944114685, + 0.1366742104291916, + 0.10402217507362366, + 0.09954577684402466 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.026349563151597977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195063676685095 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195063676685095, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195063676685095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08044268935918808, + 0.048827480524778366, + 0.03633042797446251, + 0.02979404479265213, + 0.04482516273856163, + 0.032743483781814575, + 0.04354453831911087, + 0.394294410943985, + 0.23862461745738983, + 0.05057308450341225 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.003195063676685095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06644625961780548, + 0.062025558203458786, + 0.04488041251897812, + 0.024032248184084892, + 0.06382857263088226, + 0.1110546812415123, + 0.11117708683013916, + 0.37461161613464355, + 0.09419353306293488, + 0.047749992460012436 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0067422278225421906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, high-angle shot begins, slowly but steadily advancing, capturing a landscape of rolling green hills bathed in the golden afternoon sun. Soft, velvety grass blankets the ground, long, dramatic shadows cast across the valleys, and the entire scene evokes an epic tranquility. However, as the camera zooms in, a low rumble shatters the silence, and the ground begins to tremble slightly. This tremor quickly intensifies into a violent tremor, sending pebbles and dirt flying from the ground. As the camera continues to close in, the once gentle hilly landscape begins to twist, tear, and heave upward with awe-inspiring force. The vast expanse of grass, like a vast carpet being violently jostled from below, is thrust skyward by an unstoppable force, rapidly forming jagged, angular new peaks that pierce the previously flat horizon. Large amounts of dust and debris were thrown into the air, forming a rolling brown cloud. Golden sunlight penetrated the diffuse dust, forming visible beams of light, rendering a doomsday atmosphere that was both chaotic and magnificent for this magnificent and violent geological change.", + "seed": 30203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_9212_seed_30203_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013893857877701522, + "vlm_logprob": -0.013893857877701522, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.013893857877701522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0062954924069345 + ], + "opposite_logprob_tokens": [ + -5.131295680999756 + ], + "logprob_reward": -0.0062954924069345, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0062954924069345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2812085449695587, + 0.2047901451587677, + 0.06998283416032791, + 0.08000079542398453, + 0.03369959443807602, + 0.04962407797574997, + 0.1691363900899887, + 0.034701600670814514, + 0.036665935069322586, + 0.04019007086753845 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0062954924069345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748029962182045 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748029962182045, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748029962182045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20280463993549347, + 0.15022747218608856, + 0.04451151564717293, + 0.0476180762052536, + 0.03859588876366615, + 0.06021341681480408, + 0.07421569526195526, + 0.04533948749303818, + 0.11733519285917282, + 0.21913857758045197 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.006748029962182045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292848840355873 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.023292848840355873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292848840355873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048767268657684326, + 0.0554114393889904, + 0.06140124425292015, + 0.032173991203308105, + 0.024370115250349045, + 0.11944165825843811, + 0.17704297602176666, + 0.10675502568483353, + 0.23131421208381653, + 0.14332202076911926 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.023292848840355873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545006349682808 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545006349682808, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545006349682808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09460978209972382, + 0.09319345653057098, + 0.14580154418945312, + 0.04207023233175278, + 0.0336247943341732, + 0.06042679026722908, + 0.1914396584033966, + 0.13826104998588562, + 0.0794394388794899, + 0.1211332455277443 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.012545006349682808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058791182935238 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058791182935238, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058791182935238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10824877768754959, + 0.06105601787567139, + 0.050950054079294205, + 0.04882674664258957, + 0.15238891541957855, + 0.09848019480705261, + 0.08709203451871872, + 0.036552343517541885, + 0.11102743446826935, + 0.24537748098373413 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.02058791182935238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, high-angle shot begins, slowly but steadily advancing, capturing a landscape of rolling green hills bathed in the golden afternoon sun. Soft, velvety grass blankets the ground, long, dramatic shadows cast across the valleys, and the entire scene evokes an epic tranquility. However, as the camera zooms in, a low rumble shatters the silence, and the ground begins to tremble slightly. This tremor quickly intensifies into a violent tremor, sending pebbles and dirt flying from the ground. As the camera continues to close in, the once gentle hilly landscape begins to twist, tear, and heave upward with awe-inspiring force. The vast expanse of grass, like a vast carpet being violently jostled from below, is thrust skyward by an unstoppable force, rapidly forming jagged, angular new peaks that pierce the previously flat horizon. Large amounts of dust and debris were thrown into the air, forming a rolling brown cloud. Golden sunlight penetrated the diffuse dust, forming visible beams of light, rendering a doomsday atmosphere that was both chaotic and magnificent for this magnificent and violent geological change.", + "seed": 30204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_9212_seed_30204_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.005608610459603369, + "vlm_logprob": -0.005608610459603369, + "vlm_yes_no_margin": 5.575, + "vlm_token_credit": -0.005608610459603369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010782625759020448 + ], + "opposite_logprob_tokens": [ + -7.126078128814697 + ], + "logprob_reward": -0.0010782625759020448, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0010782625759020448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053613662719727, + 0.025460820645093918, + 0.028050340712070465, + 0.05206969380378723, + 0.04332888498902321, + 0.05078035593032837, + 0.04516461119055748, + 0.559255838394165, + 0.059482984244823456, + 0.06587032228708267 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0010782625759020448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036213314160704613 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.0036213314160704613, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036213314160704613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17325617372989655, + 0.10839906334877014, + 0.08740254491567612, + 0.021462177857756615, + 0.1216251328587532, + 0.09882863610982895, + 0.04664338380098343, + 0.11179787665605545, + 0.09141211211681366, + 0.13917294144630432 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0036213314160704613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06319891661405563, + 0.0565352588891983, + 0.029339350759983063, + 0.022130589932203293, + 0.05693567916750908, + 0.09743932634592056, + 0.10684406012296677, + 0.3577030599117279, + 0.09570197761058807, + 0.1141718178987503 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.009778928942978382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488137688487768 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.002488137688487768, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488137688487768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038493745028972626, + 0.02743746154010296, + 0.03889099881052971, + 0.030321750789880753, + 0.06972473114728928, + 0.04473362863063812, + 0.08564863353967667, + 0.4519790709018707, + 0.07085345685482025, + 0.14191651344299316 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.002488137688487768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08040801435709, + 0.027490731328725815, + 0.07727468758821487, + 0.07233081758022308, + 0.06366431713104248, + 0.10840921103954315, + 0.09473341703414917, + 0.09407082945108414, + 0.1478220373392105, + 0.23379600048065186 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.01107639167457819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, high-angle shot begins, slowly but steadily advancing, capturing a landscape of rolling green hills bathed in the golden afternoon sun. Soft, velvety grass blankets the ground, long, dramatic shadows cast across the valleys, and the entire scene evokes an epic tranquility. However, as the camera zooms in, a low rumble shatters the silence, and the ground begins to tremble slightly. This tremor quickly intensifies into a violent tremor, sending pebbles and dirt flying from the ground. As the camera continues to close in, the once gentle hilly landscape begins to twist, tear, and heave upward with awe-inspiring force. The vast expanse of grass, like a vast carpet being violently jostled from below, is thrust skyward by an unstoppable force, rapidly forming jagged, angular new peaks that pierce the previously flat horizon. Large amounts of dust and debris were thrown into the air, forming a rolling brown cloud. Golden sunlight penetrated the diffuse dust, forming visible beams of light, rendering a doomsday atmosphere that was both chaotic and magnificent for this magnificent and violent geological change.", + "seed": 30205, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_14/index_9212_seed_30205_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006986694410443306, + "vlm_logprob": -0.006986694410443306, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.006986694410443306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002538912231102586 + ], + "opposite_logprob_tokens": [ + -6.127538681030273 + ], + "logprob_reward": -0.002538912231102586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002538912231102586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19190506637096405, + 0.04459753632545471, + 0.2947657108306885, + 0.06457845866680145, + 0.08694722503423691, + 0.07746267318725586, + 0.02719724178314209, + 0.045670244842767715, + 0.13971355557441711, + 0.027162207290530205 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.002538912231102586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648118279874325 + ], + "opposite_logprob_tokens": [ + -5.379648208618164 + ], + "logprob_reward": -0.004648118279874325, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648118279874325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07353371381759644, + 0.033428966999053955, + 0.07207783311605453, + 0.07890918850898743, + 0.11589526385068893, + 0.10345187783241272, + 0.056920573115348816, + 0.07461195439100266, + 0.2479671686887741, + 0.14320342242717743 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.004648118279874325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185900524258614 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018185900524258614, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185900524258614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07439266890287399, + 0.024901235476136208, + 0.18732039630413055, + 0.03889063745737076, + 0.056633833795785904, + 0.08734434098005295, + 0.03462815657258034, + 0.028881434351205826, + 0.4220382571220398, + 0.044969022274017334 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.018185900524258614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05595049634575844, + 0.017956187948584557, + 0.07747123390436172, + 0.03261694684624672, + 0.04915054515004158, + 0.07799980789422989, + 0.17639140784740448, + 0.12787096202373505, + 0.33627191185951233, + 0.04832050949335098 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.0028204445261508226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide, high-angle shot of rolling green hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly advance and then zoom in while the ground begins to tremble and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do jagged, angular new peaks form from the ground as the landscape heaves upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a rolling brown cloud of dust and debris thrown into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible beams of golden sunlight seen penetrating the dust cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740096490830183 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006740096490830183, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740096490830183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08658455312252045, + 0.032192252576351166, + 0.08144188672304153, + 0.10605458170175552, + 0.07162246108055115, + 0.126981720328331, + 0.1425260603427887, + 0.06211503967642784, + 0.07943753898143768, + 0.21104395389556885 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.006740096490830183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_tensor([7735, 7735])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_tensor([7735, 7735])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31cd7982efb42c2bcd26b738cf4596f3df59e37e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_tensor([7735, 7735])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, filmed from a slightly upward angle and slowly panning to the right, sweeps across the majestic and profound hall of an ancient temple. Rays of golden sunlight penetrate the carved wooden window lattices high above, creating distinct Tyndall-effect beams of light in an air thick with a faint scent of sandalwood. Countless tiny particles of dust dance within the beams, casting dappled shadows on the worn, smooth bluestone floor. In the center of the hall, dozens of devotees, uniformly dressed in plain, gray-brown linen robes, kneel in unison on cushions. Their eyes are slightly closed, their faces radiating a profound reverence and tranquility. Their chests rise and fall rhythmically, as they chant in unison. Though their voices are inaudible, the synchronised movement of their lips and throats visually conveys a deep, harmonious resonance that seems to vibrate the entire space. The dominant tones of the image are the dark gray of the stone and the gray-brown of the robes, illuminated by the warm golden sunlight, creating an atmosphere of sacredness, solemnity, and ultimate tranquility. As the camera pans, the massive statue in the distance appears and disappears in the shifting light and shadow, further enhancing the scene's sense of mystery and depth.", + "seed": 20931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_7735_seed_20931_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026211874280124902, + "vlm_logprob": -0.026211874280124902, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.026211874280124902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0093507906422019 + ], + "opposite_logprob_tokens": [ + -4.759350776672363 + ], + "logprob_reward": -0.0093507906422019, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0093507906422019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059550121426582336, + 0.01643037423491478, + 0.022069530561566353, + 0.02731185220181942, + 0.03318893164396286, + 0.05410000681877136, + 0.020577238872647285, + 0.11806792765855789, + 0.6133334636688232, + 0.035370588302612305 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0093507906422019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007278653793036938 + ], + "opposite_logprob_tokens": [ + -7.250727653503418 + ], + "logprob_reward": -0.0007278653793036938, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007278653793036938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07858797907829285, + 0.024428118020296097, + 0.04677984490990639, + 0.0497346930205822, + 0.06814289838075638, + 0.022424841299653053, + 0.014087528921663761, + 0.072794608771801, + 0.5956195592880249, + 0.027399854734539986 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0007278653793036938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637083038687706 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637083038687706, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637083038687706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16573646664619446, + 0.04626832902431488, + 0.039758507162332535, + 0.03202179819345474, + 0.09153807163238525, + 0.05047006532549858, + 0.02283361181616783, + 0.039014194160699844, + 0.449217289686203, + 0.06314168870449066 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.004637083038687706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065552830696106 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065552830696106, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065552830696106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026301266625523567, + 0.05148816108703613, + 0.06500951200723648, + 0.08109664171934128, + 0.0569269023835659, + 0.029157398268580437, + 0.01802935265004635, + 0.026818647980690002, + 0.5471368432044983, + 0.09803522378206253 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.016065552830696106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027807950973511 + ], + "opposite_logprob_tokens": [ + -2.35027813911438 + ], + "logprob_reward": -0.10027807950973511, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027807950973511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043528299778699875, + 0.014570491388440132, + 0.029906556010246277, + 0.03945860266685486, + 0.029901739209890366, + 0.057756632566452026, + 0.020171212032437325, + 0.04387740045785904, + 0.3308703303337097, + 0.38995879888534546 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.10027807950973511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle and slowly panning to the right, sweeps across the majestic and profound hall of an ancient temple. Rays of golden sunlight penetrate the carved wooden window lattices high above, creating distinct Tyndall-effect beams of light in an air thick with a faint scent of sandalwood. Countless tiny particles of dust dance within the beams, casting dappled shadows on the worn, smooth bluestone floor. In the center of the hall, dozens of devotees, uniformly dressed in plain, gray-brown linen robes, kneel in unison on cushions. Their eyes are slightly closed, their faces radiating a profound reverence and tranquility. Their chests rise and fall rhythmically, as they chant in unison. Though their voices are inaudible, the synchronised movement of their lips and throats visually conveys a deep, harmonious resonance that seems to vibrate the entire space. The dominant tones of the image are the dark gray of the stone and the gray-brown of the robes, illuminated by the warm golden sunlight, creating an atmosphere of sacredness, solemnity, and ultimate tranquility. As the camera pans, the massive statue in the distance appears and disappears in the shifting light and shadow, further enhancing the scene's sense of mystery and depth.", + "seed": 20932, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_7735_seed_20932_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026850915513932705, + "vlm_logprob": -0.026850915513932705, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.026850915513932705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004785156808793545 + ], + "opposite_logprob_tokens": [ + -5.629785060882568 + ], + "logprob_reward": -0.004785156808793545, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004785156808793545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18950466811656952, + 0.0842030718922615, + 0.1318305879831314, + 0.0699109211564064, + 0.04151267558336258, + 0.030791424214839935, + 0.06306997686624527, + 0.10183190554380417, + 0.23553834855556488, + 0.05180640518665314 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.004785156808793545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022072256542742252 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022072256542742252, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022072256542742252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25547584891319275, + 0.06336131691932678, + 0.13332240283489227, + 0.03718139976263046, + 0.07478451728820801, + 0.05472386255860329, + 0.07499940693378448, + 0.0631188377737999, + 0.13283823430538177, + 0.11019421368837357 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0022072256542742252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762906763702631 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.00762906763702631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762906763702631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1927173137664795, + 0.08665719628334045, + 0.05687807500362396, + 0.10342209041118622, + 0.051881834864616394, + 0.10562866181135178, + 0.061482325196266174, + 0.06652632355690002, + 0.1905340850353241, + 0.0842721089720726 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.00762906763702631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15480893850326538, + 0.05394183471798897, + 0.1836957037448883, + 0.06455285847187042, + 0.020113104954361916, + 0.09303165972232819, + 0.08625292032957077, + 0.09536591172218323, + 0.1543329954147339, + 0.09390398114919662 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289753019809723 + ], + "opposite_logprob_tokens": [ + -2.2378976345062256 + ], + "logprob_reward": -0.11289753019809723, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289753019809723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04528282210230827, + 0.05176633968949318, + 0.03951915353536606, + 0.04728648439049721, + 0.028838638216257095, + 0.09706136584281921, + 0.12722617387771606, + 0.2071894407272339, + 0.20552144944667816, + 0.15030813217163086 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.11289753019809723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle and slowly panning to the right, sweeps across the majestic and profound hall of an ancient temple. Rays of golden sunlight penetrate the carved wooden window lattices high above, creating distinct Tyndall-effect beams of light in an air thick with a faint scent of sandalwood. Countless tiny particles of dust dance within the beams, casting dappled shadows on the worn, smooth bluestone floor. In the center of the hall, dozens of devotees, uniformly dressed in plain, gray-brown linen robes, kneel in unison on cushions. Their eyes are slightly closed, their faces radiating a profound reverence and tranquility. Their chests rise and fall rhythmically, as they chant in unison. Though their voices are inaudible, the synchronised movement of their lips and throats visually conveys a deep, harmonious resonance that seems to vibrate the entire space. The dominant tones of the image are the dark gray of the stone and the gray-brown of the robes, illuminated by the warm golden sunlight, creating an atmosphere of sacredness, solemnity, and ultimate tranquility. As the camera pans, the massive statue in the distance appears and disappears in the shifting light and shadow, further enhancing the scene's sense of mystery and depth.", + "seed": 20933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_7735_seed_20933_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03162120566703379, + "vlm_logprob": -0.03162120566703379, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.03162120566703379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009332012385129929 + ], + "opposite_logprob_tokens": [ + -4.884332180023193 + ], + "logprob_reward": -0.009332012385129929, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009332012385129929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12338549643754959, + 0.050796989351511, + 0.1999393254518509, + 0.07196337729692459, + 0.1504616141319275, + 0.09504920244216919, + 0.10723409056663513, + 0.04333433508872986, + 0.030560871586203575, + 0.12727470695972443 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.009332012385129929 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008263748604804277 + ], + "opposite_logprob_tokens": [ + -7.125826358795166 + ], + "logprob_reward": -0.0008263748604804277, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008263748604804277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12096411734819412, + 0.05567038059234619, + 0.262253075838089, + 0.2747846245765686, + 0.023188693448901176, + 0.04708889499306679, + 0.05981554463505745, + 0.02700456790626049, + 0.03880278766155243, + 0.09042732417583466 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0008263748604804277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10383426398038864, + 0.0852343812584877, + 0.11315924674272537, + 0.26545968651771545, + 0.0640663281083107, + 0.08537782728672028, + 0.10315259546041489, + 0.03534426912665367, + 0.04177642613649368, + 0.10259494930505753 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06154005974531174, + 0.04016108065843582, + 0.05588601902127266, + 0.5589457154273987, + 0.029961073771119118, + 0.0320504866540432, + 0.12667208909988403, + 0.033606600016355515, + 0.02196520008146763, + 0.03921167925000191 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.02979658544063568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289986968040466 + ], + "opposite_logprob_tokens": [ + -2.2378997802734375 + ], + "logprob_reward": -0.11289986968040466, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289986968040466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13378100097179413, + 0.18719588220119476, + 0.11708974093198776, + 0.15123574435710907, + 0.035353075712919235, + 0.02388143353164196, + 0.04887198656797409, + 0.019588420167565346, + 0.07641275972127914, + 0.2065899819135666 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.11289986968040466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle and slowly panning to the right, sweeps across the majestic and profound hall of an ancient temple. Rays of golden sunlight penetrate the carved wooden window lattices high above, creating distinct Tyndall-effect beams of light in an air thick with a faint scent of sandalwood. Countless tiny particles of dust dance within the beams, casting dappled shadows on the worn, smooth bluestone floor. In the center of the hall, dozens of devotees, uniformly dressed in plain, gray-brown linen robes, kneel in unison on cushions. Their eyes are slightly closed, their faces radiating a profound reverence and tranquility. Their chests rise and fall rhythmically, as they chant in unison. Though their voices are inaudible, the synchronised movement of their lips and throats visually conveys a deep, harmonious resonance that seems to vibrate the entire space. The dominant tones of the image are the dark gray of the stone and the gray-brown of the robes, illuminated by the warm golden sunlight, creating an atmosphere of sacredness, solemnity, and ultimate tranquility. As the camera pans, the massive statue in the distance appears and disappears in the shifting light and shadow, further enhancing the scene's sense of mystery and depth.", + "seed": 20934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_15/index_7735_seed_20934_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035996070876717565, + "vlm_logprob": -0.035996070876717565, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.035996070876717565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025476155802607536 + ], + "opposite_logprob_tokens": [ + -3.7754762172698975 + ], + "logprob_reward": -0.025476155802607536, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025476155802607536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2986520230770111, + 0.08982203900814056, + 0.028592459857463837, + 0.04153384640812874, + 0.08088522404432297, + 0.045890022069215775, + 0.10139936953783035, + 0.04315344989299774, + 0.12156393378973007, + 0.14850755035877228 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.025476155802607536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006762356963008642 + ], + "opposite_logprob_tokens": [ + -5.006762504577637 + ], + "logprob_reward": -0.006762356963008642, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006762356963008642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4714481234550476, + 0.07209107279777527, + 0.027485329657793045, + 0.042749520391225815, + 0.03821057453751564, + 0.052517715841531754, + 0.06581492722034454, + 0.03022649884223938, + 0.09386942535638809, + 0.10558686405420303 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006762356963008642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642185289412737 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642185289412737, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642185289412737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29996049404144287, + 0.1568044275045395, + 0.0672893077135086, + 0.0657399594783783, + 0.05579429492354393, + 0.08508233726024628, + 0.059135571122169495, + 0.049734290689229965, + 0.05918493494391441, + 0.10127440094947815 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004642185289412737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09159962832927704, + 0.08486836403608322, + 0.03365813195705414, + 0.08350921422243118, + 0.18309400975704193, + 0.1950390338897705, + 0.1206047311425209, + 0.04013191536068916, + 0.11759674549102783, + 0.049898166209459305 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.01607259176671505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a large hall of an ancient temple with carved wooden window lattices high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are rays of golden sunlight visible penetrating the windows and creating distinct beams of light in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny particles of dust visible dancing within the light beams and casting dappled shadows on the worn, smooth bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dozens of devotees visible kneeling in unison on cushions, wearing plain gray-brown linen robes with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan to the right, causing a massive statue in the distance to appear and disappear in shifting light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702706456184387 + ], + "opposite_logprob_tokens": [ + -2.1270270347595215 + ], + "logprob_reward": -0.12702706456184387, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702706456184387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09460144490003586, + 0.0885293260216713, + 0.02338857203722, + 0.046624574810266495, + 0.06126131862401962, + 0.18052420020103455, + 0.02933146245777607, + 0.23761045932769775, + 0.18696419894695282, + 0.05116444453597069 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.12702706456184387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_tensor([295, 295])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_tensor([295, 295])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c3445c89a8bf261039cd5865efccce33e6c8dd57 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_tensor([295, 295])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the distinctive style of Hokusai's ukiyo-e woodblock prints, the camera performs a full 360-degree rotation, steadily circling a lone rider on a treacherous forest path. The rider, a solemn and focused figure defined by sharp, calligraphic lines, precariously perches atop a sturdy, single-wheeled vehicle. They wear a simple, dark indigo kimono, the fabric rendered in a flat color, and their dark hair is slicked back into a tight topknot. The vehicle itself is a marvel of rustic engineering, its large, spoked wheels crafted from weathered, dark wood and inlaid with wrought iron, kicking up stylized clouds of dust along the ochre-colored path. As the camera pans around, it captures the rider deftly navigating the terrain, leaning his body with intense concentration as he navigates the gnarled tree roots and loose stones that litter the path. The setting is a masterpiece of stylized nature: ancient, twisted pine trees with claw-like branches frame the scene, their needles depicting patterns of deep green against the pale, creamy sky. The entire composition is flat, defined by bold black outlines and a limited palette of earthy browns, soft greens and rich blues, creating a strong graphic quality without realistic shadows. The atmosphere is filled with lonely struggle and dynamic tension, capturing a moment of intense action in a world of sublime, untamed beauty.", + "seed": 21329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_295_seed_21329_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.7662422871217132, + "vlm_logprob": -0.7662422871217132, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.7662422871217132, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.530777931213379 + ], + "opposite_logprob_tokens": [ + -0.03077801689505577 + ], + "logprob_reward": -3.530777931213379, + "yes_no_margin_reward": -3.5, + "token_credit_reward": -3.530777931213379, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09305378794670105, + 0.12658162415027618, + 0.07455913722515106, + 0.0976744070649147, + 0.07397713512182236, + 0.09162066876888275, + 0.14087532460689545, + 0.14013183116912842, + 0.039771176874637604, + 0.12175493687391281 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -3.530777931213379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605595052242279 + ], + "opposite_logprob_tokens": [ + -1.9105595350265503 + ], + "logprob_reward": -0.1605595052242279, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605595052242279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09302863478660583, + 0.12116403132677078, + 0.07230369746685028, + 0.1078830361366272, + 0.0996629148721695, + 0.09472094476222992, + 0.12544994056224823, + 0.11996347457170486, + 0.0678674504160881, + 0.09795587509870529 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.1605595052242279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301443725824356 + ], + "opposite_logprob_tokens": [ + -2.2380144596099854 + ], + "logprob_reward": -0.11301443725824356, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301443725824356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06494981050491333, + 0.2655932605266571, + 0.05950281396508217, + 0.05057498812675476, + 0.06511911749839783, + 0.19665393233299255, + 0.0969637781381607, + 0.09222222119569778, + 0.06700237095355988, + 0.04141777753829956 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.11301443725824356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653995580971241 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008653995580971241, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653995580971241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09393715858459473, + 0.21784183382987976, + 0.12378813326358795, + 0.071387879550457, + 0.06151675805449486, + 0.07720503956079483, + 0.11946357786655426, + 0.12112117558717728, + 0.04316620156168938, + 0.07057226449251175 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.008653995580971241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205566331744194 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205566331744194, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205566331744194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11002213507890701, + 0.10869191586971283, + 0.07607436180114746, + 0.09090826660394669, + 0.08124396204948425, + 0.11970512568950653, + 0.1769999861717224, + 0.12646618485450745, + 0.05238977074623108, + 0.0574982576072216 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.018205566331744194 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive style of Hokusai's ukiyo-e woodblock prints, the camera performs a full 360-degree rotation, steadily circling a lone rider on a treacherous forest path. The rider, a solemn and focused figure defined by sharp, calligraphic lines, precariously perches atop a sturdy, single-wheeled vehicle. They wear a simple, dark indigo kimono, the fabric rendered in a flat color, and their dark hair is slicked back into a tight topknot. The vehicle itself is a marvel of rustic engineering, its large, spoked wheels crafted from weathered, dark wood and inlaid with wrought iron, kicking up stylized clouds of dust along the ochre-colored path. As the camera pans around, it captures the rider deftly navigating the terrain, leaning his body with intense concentration as he navigates the gnarled tree roots and loose stones that litter the path. The setting is a masterpiece of stylized nature: ancient, twisted pine trees with claw-like branches frame the scene, their needles depicting patterns of deep green against the pale, creamy sky. The entire composition is flat, defined by bold black outlines and a limited palette of earthy browns, soft greens and rich blues, creating a strong graphic quality without realistic shadows. The atmosphere is filled with lonely struggle and dynamic tension, capturing a moment of intense action in a world of sublime, untamed beauty.", + "seed": 21330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_295_seed_21330_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5152791181579233, + "vlm_logprob": -0.5152791181579233, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.5152791181579233, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.239213228225708 + ], + "opposite_logprob_tokens": [ + -0.11421321332454681 + ], + "logprob_reward": -2.239213228225708, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.239213228225708, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14598077535629272, + 0.09187570959329605, + 0.25934898853302, + 0.06317061185836792, + 0.06593282520771027, + 0.045364860445261, + 0.037477463483810425, + 0.07965465635061264, + 0.09114699810743332, + 0.12004705518484116 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -2.239213228225708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799670308828354 + ], + "opposite_logprob_tokens": [ + -1.8049670457839966 + ], + "logprob_reward": -0.1799670308828354, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799670308828354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20259734988212585, + 0.0799882635474205, + 0.17150834202766418, + 0.05708850547671318, + 0.05014220252633095, + 0.033367712050676346, + 0.06502524018287659, + 0.09874703735113144, + 0.08520210534334183, + 0.15633322298526764 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.1799670308828354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428384780883789 + ], + "opposite_logprob_tokens": [ + -2.017838478088379 + ], + "logprob_reward": -0.1428384780883789, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428384780883789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13329723477363586, + 0.1260470449924469, + 0.07960706204175949, + 0.10108817368745804, + 0.04172303527593613, + 0.050534408539533615, + 0.03164723888039589, + 0.0680491104722023, + 0.03789118304848671, + 0.33011558651924133 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1428384780883789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637467235326767 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637467235326767, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637467235326767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457158774137497, + 0.09289879351854324, + 0.08531299233436584, + 0.2948930263519287, + 0.07871158421039581, + 0.03886669874191284, + 0.051987018436193466, + 0.03882821276783943, + 0.0413140244781971, + 0.13147179782390594 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.007637467235326767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17489473521709442, + 0.07225298136472702, + 0.2061973661184311, + 0.03131110966205597, + 0.06876306235790253, + 0.058968521654605865, + 0.05944560840725899, + 0.05648665875196457, + 0.09739425033330917, + 0.17428570985794067 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.006739386357367039 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive style of Hokusai's ukiyo-e woodblock prints, the camera performs a full 360-degree rotation, steadily circling a lone rider on a treacherous forest path. The rider, a solemn and focused figure defined by sharp, calligraphic lines, precariously perches atop a sturdy, single-wheeled vehicle. They wear a simple, dark indigo kimono, the fabric rendered in a flat color, and their dark hair is slicked back into a tight topknot. The vehicle itself is a marvel of rustic engineering, its large, spoked wheels crafted from weathered, dark wood and inlaid with wrought iron, kicking up stylized clouds of dust along the ochre-colored path. As the camera pans around, it captures the rider deftly navigating the terrain, leaning his body with intense concentration as he navigates the gnarled tree roots and loose stones that litter the path. The setting is a masterpiece of stylized nature: ancient, twisted pine trees with claw-like branches frame the scene, their needles depicting patterns of deep green against the pale, creamy sky. The entire composition is flat, defined by bold black outlines and a limited palette of earthy browns, soft greens and rich blues, creating a strong graphic quality without realistic shadows. The atmosphere is filled with lonely struggle and dynamic tension, capturing a moment of intense action in a world of sublime, untamed beauty.", + "seed": 21331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_295_seed_21331_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5691082814708353, + "vlm_logprob": -0.5691082814708353, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.5691082814708353, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.579789638519287 + ], + "opposite_logprob_tokens": [ + -0.07978972792625427 + ], + "logprob_reward": -2.579789638519287, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.579789638519287, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3207402527332306, + 0.06288494169712067, + 0.05715646594762802, + 0.0609050951898098, + 0.09589885175228119, + 0.08129943907260895, + 0.11630766093730927, + 0.03943655267357826, + 0.09210212528705597, + 0.0732685774564743 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -2.579789638519287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997430264949799 + ], + "opposite_logprob_tokens": [ + -1.8049743175506592 + ], + "logprob_reward": -0.17997430264949799, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997430264949799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19445766508579254, + 0.07135697454214096, + 0.053543571382761, + 0.04234575852751732, + 0.06468339264392853, + 0.22380293905735016, + 0.07954777777194977, + 0.07299809902906418, + 0.13817882537841797, + 0.05908497795462608 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.17997430264949799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004071027040482 + ], + "opposite_logprob_tokens": [ + -2.695040702819824 + ], + "logprob_reward": -0.07004071027040482, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004071027040482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0696418359875679, + 0.049262531101703644, + 0.05223989859223366, + 0.03906106576323509, + 0.08635631203651428, + 0.042190320789813995, + 0.327260285615921, + 0.08635663241147995, + 0.1829323172569275, + 0.06469887495040894 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.07004071027040482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1771833449602127, + 0.17673951387405396, + 0.05993351340293884, + 0.05788499861955643, + 0.101101353764534, + 0.11401476711034775, + 0.1548360139131546, + 0.044602394104003906, + 0.0380408875644207, + 0.07566317170858383 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20367935299873352, + 0.07898488640785217, + 0.05163237452507019, + 0.06178992986679077, + 0.08823300153017044, + 0.16521501541137695, + 0.16214114427566528, + 0.0630933865904808, + 0.06801903992891312, + 0.05721187964081764 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.012543593533337116 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive style of Hokusai's ukiyo-e woodblock prints, the camera performs a full 360-degree rotation, steadily circling a lone rider on a treacherous forest path. The rider, a solemn and focused figure defined by sharp, calligraphic lines, precariously perches atop a sturdy, single-wheeled vehicle. They wear a simple, dark indigo kimono, the fabric rendered in a flat color, and their dark hair is slicked back into a tight topknot. The vehicle itself is a marvel of rustic engineering, its large, spoked wheels crafted from weathered, dark wood and inlaid with wrought iron, kicking up stylized clouds of dust along the ochre-colored path. As the camera pans around, it captures the rider deftly navigating the terrain, leaning his body with intense concentration as he navigates the gnarled tree roots and loose stones that litter the path. The setting is a masterpiece of stylized nature: ancient, twisted pine trees with claw-like branches frame the scene, their needles depicting patterns of deep green against the pale, creamy sky. The entire composition is flat, defined by bold black outlines and a limited palette of earthy browns, soft greens and rich blues, creating a strong graphic quality without realistic shadows. The atmosphere is filled with lonely struggle and dynamic tension, capturing a moment of intense action in a world of sublime, untamed beauty.", + "seed": 21332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_2/index_295_seed_21332_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36979094948619606, + "vlm_logprob": -0.36979094948619606, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.36979094948619606, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.702924370765686 + ], + "opposite_logprob_tokens": [ + -0.20292432606220245 + ], + "logprob_reward": -1.702924370765686, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.702924370765686, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10953029245138168, + 0.07405751943588257, + 0.08673739433288574, + 0.11642026901245117, + 0.10804539173841476, + 0.12047792971134186, + 0.06129496172070503, + 0.03484056890010834, + 0.20585456490516663, + 0.08274111151695251 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -1.702924370765686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294884979724884 + ], + "opposite_logprob_tokens": [ + -2.2379488945007324 + ], + "logprob_reward": -0.11294884979724884, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294884979724884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3036783039569855, + 0.05141337960958481, + 0.09807844460010529, + 0.04956043139100075, + 0.11425916850566864, + 0.048493072390556335, + 0.03397209197282791, + 0.03455875441431999, + 0.08263704925775528, + 0.1833493411540985 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.11294884979724884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066843643784523 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066843643784523, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066843643784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19871772825717926, + 0.1610722690820694, + 0.20610502362251282, + 0.08081211149692535, + 0.08266796916723251, + 0.0872940868139267, + 0.059462785720825195, + 0.03582000359892845, + 0.046201929450035095, + 0.041846100240945816 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016066843643784523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071793735027313 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071793735027313, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071793735027313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20186150074005127, + 0.07482345402240753, + 0.0916677936911583, + 0.06947359442710876, + 0.07917327433824539, + 0.14380285143852234, + 0.10196638852357864, + 0.07298459857702255, + 0.07645240426063538, + 0.08779418468475342 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.011071793735027313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a full 360-degree rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a rider wearing a dark indigo kimono with a tight topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider perched on a sturdy, single-wheeled vehicle with large spoked wheels made of dark wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ochre-colored path with gnarled tree roots, loose stones, and ancient twisted pine trees against a pale creamy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style flat with bold black outlines, a limited palette of earthy browns, soft greens, and rich blues, and no realistic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942889489233494 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942889489233494, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942889489233494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14207357168197632, + 0.07564298808574677, + 0.1188453808426857, + 0.06492429226636887, + 0.10882186144590378, + 0.1258961707353592, + 0.07106829434633255, + 0.05237837880849838, + 0.11091654747724533, + 0.12943251430988312 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.005942889489233494 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_tensor([8910, 8910])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_tensor([8910, 8910])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a11043f515cee4b784fb47e500e90af651e54d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_tensor([8910, 8910])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle, medium shot zooms in, focusing on a samurai, who kneels on one knee with explosive force, crouching low on the damp earth covered with withered, yellow leaves. He is nestled in a deep, dense, emerald bamboo forest, its towering poles surrounding him like a natural cage. The samurai wears a traditional bun, a few strands of sweat-soaked black hair plastered against his chiseled features. His furrowed brow and pursed lips betray a look of intense concentration. He wears a frayed, dark blue kimono, bound tightly by a wide sash at the waist, his body tense like a drawn bow. Dappled sunlight filters through the layers of bamboo leaves, casting a shifting pattern of light and shadow on him and the surrounding ground. His right hand rested steadily, poised, on the hilt of the katana at his waist—a simple handle wrapped in black silk cord. His thumb rested precisely on the bronze hilt, ready to unsheathe the blade in an instant. A thin morning mist hung in the air, and the scene was enveloped in a tense, predatory silence. Only his eagle-like gaze, fixed in the interplay of light and shadow, fixed its gaze on a target beyond the camera's reach.", + "seed": 20623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_8910_seed_20623_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010379011277109385, + "vlm_logprob": -0.010379011277109385, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.010379011277109385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018907437101006508 + ], + "opposite_logprob_tokens": [ + -4.14390754699707 + ], + "logprob_reward": -0.018907437101006508, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018907437101006508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1057162955403328, + 0.03882165253162384, + 0.07309529930353165, + 0.10256033390760422, + 0.022460751235485077, + 0.03242132440209389, + 0.06609373539686203, + 0.12866200506687164, + 0.3329545855522156, + 0.097213976085186 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.018907437101006508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088063940405846 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011088063940405846, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088063940405846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2331339567899704, + 0.18121016025543213, + 0.1835157424211502, + 0.06594470143318176, + 0.06263813376426697, + 0.028069371357560158, + 0.08131773769855499, + 0.03482559695839882, + 0.09193504601716995, + 0.037409573793411255 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011088063940405846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409158319234848 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.00409158319234848, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409158319234848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17350739240646362, + 0.22724394500255585, + 0.24119600653648376, + 0.039000555872917175, + 0.03879508376121521, + 0.03736715763807297, + 0.12521633505821228, + 0.024081801995635033, + 0.015186557546257973, + 0.0784052312374115 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.00409158319234848 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07264157384634018, + 0.15865692496299744, + 0.08391305804252625, + 0.047951992601156235, + 0.12509223818778992, + 0.10764409601688385, + 0.04943779110908508, + 0.06006555259227753, + 0.04398168623447418, + 0.2506151497364044 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036137294955551624 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036137294955551624, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036137294955551624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08897565305233002, + 0.24314947426319122, + 0.04950142651796341, + 0.09617936611175537, + 0.07147939503192902, + 0.05914526805281639, + 0.166164830327034, + 0.06838774681091309, + 0.10769946873188019, + 0.04931739717721939 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.0036137294955551624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium shot zooms in, focusing on a samurai, who kneels on one knee with explosive force, crouching low on the damp earth covered with withered, yellow leaves. He is nestled in a deep, dense, emerald bamboo forest, its towering poles surrounding him like a natural cage. The samurai wears a traditional bun, a few strands of sweat-soaked black hair plastered against his chiseled features. His furrowed brow and pursed lips betray a look of intense concentration. He wears a frayed, dark blue kimono, bound tightly by a wide sash at the waist, his body tense like a drawn bow. Dappled sunlight filters through the layers of bamboo leaves, casting a shifting pattern of light and shadow on him and the surrounding ground. His right hand rested steadily, poised, on the hilt of the katana at his waist—a simple handle wrapped in black silk cord. His thumb rested precisely on the bronze hilt, ready to unsheathe the blade in an instant. A thin morning mist hung in the air, and the scene was enveloped in a tense, predatory silence. Only his eagle-like gaze, fixed in the interplay of light and shadow, fixed its gaze on a target beyond the camera's reach.", + "seed": 20624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_8910_seed_20624_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0201236205175519, + "vlm_logprob": -0.0201236205175519, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.0201236205175519, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058266378939151764 + ], + "opposite_logprob_tokens": [ + -3.0582664012908936 + ], + "logprob_reward": -0.058266378939151764, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.058266378939151764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08436983078718185, + 0.04582509025931358, + 0.12328620254993439, + 0.13070599734783173, + 0.03295155242085457, + 0.033997345715761185, + 0.019662141799926758, + 0.02687344327569008, + 0.42770078778266907, + 0.074627585709095 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.058266378939151764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303097113966942 + ], + "opposite_logprob_tokens": [ + -3.7733030319213867 + ], + "logprob_reward": -0.023303097113966942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303097113966942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20774324238300323, + 0.04347538575530052, + 0.02731308341026306, + 0.1292707473039627, + 0.021922262385487556, + 0.025154998525977135, + 0.024904796853661537, + 0.09750308096408844, + 0.350401908159256, + 0.07231053709983826 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.023303097113966942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004938812926411629 + ], + "opposite_logprob_tokens": [ + -7.625494003295898 + ], + "logprob_reward": -0.0004938812926411629, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004938812926411629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475633978843689, + 0.09888876229524612, + 0.06831540912389755, + 0.2539513409137726, + 0.051755715161561966, + 0.04010584577918053, + 0.04648200422525406, + 0.08387835323810577, + 0.16272106766700745, + 0.04633810743689537 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0004938812926411629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606672629714012 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606672629714012, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606672629714012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03503742069005966, + 0.02022569440305233, + 0.02955944649875164, + 0.2276381254196167, + 0.031126251444220543, + 0.029416950419545174, + 0.02470588870346546, + 0.01478517148643732, + 0.5377614498138428, + 0.04974355176091194 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.01606672629714012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024880189448595047 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024880189448595047, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024880189448595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07044551521539688, + 0.03753891959786415, + 0.04297523945569992, + 0.5509179830551147, + 0.06927772611379623, + 0.024944668635725975, + 0.030757930129766464, + 0.07484609633684158, + 0.06152472645044327, + 0.03677123412489891 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0024880189448595047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium shot zooms in, focusing on a samurai, who kneels on one knee with explosive force, crouching low on the damp earth covered with withered, yellow leaves. He is nestled in a deep, dense, emerald bamboo forest, its towering poles surrounding him like a natural cage. The samurai wears a traditional bun, a few strands of sweat-soaked black hair plastered against his chiseled features. His furrowed brow and pursed lips betray a look of intense concentration. He wears a frayed, dark blue kimono, bound tightly by a wide sash at the waist, his body tense like a drawn bow. Dappled sunlight filters through the layers of bamboo leaves, casting a shifting pattern of light and shadow on him and the surrounding ground. His right hand rested steadily, poised, on the hilt of the katana at his waist—a simple handle wrapped in black silk cord. His thumb rested precisely on the bronze hilt, ready to unsheathe the blade in an instant. A thin morning mist hung in the air, and the scene was enveloped in a tense, predatory silence. Only his eagle-like gaze, fixed in the interplay of light and shadow, fixed its gaze on a target beyond the camera's reach.", + "seed": 20625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_8910_seed_20625_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01585181213449687, + "vlm_logprob": -0.01585181213449687, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.01585181213449687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021820934489369392 + ], + "opposite_logprob_tokens": [ + -4.021821022033691 + ], + "logprob_reward": -0.021820934489369392, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021820934489369392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06024275720119476, + 0.036659982055425644, + 0.0585978664457798, + 0.040778156369924545, + 0.1442071497440338, + 0.0547216422855854, + 0.25053730607032776, + 0.028324104845523834, + 0.27004122734069824, + 0.05588982254266739 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.021820934489369392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811807185411453 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.03811807185411453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811807185411453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18978938460350037, + 0.03819606825709343, + 0.12879732251167297, + 0.019962280988693237, + 0.02304345928132534, + 0.011732077226042747, + 0.09196726232767105, + 0.1443186104297638, + 0.3111519515514374, + 0.04104159027338028 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.03811807185411453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000436091679148376 + ], + "opposite_logprob_tokens": [ + -7.750436305999756 + ], + "logprob_reward": -0.000436091679148376, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.000436091679148376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05906085669994354, + 0.03828410804271698, + 0.11762676388025284, + 0.026876140385866165, + 0.029812408611178398, + 0.01371011883020401, + 0.10494576394557953, + 0.11675087362527847, + 0.44947072863578796, + 0.04346219822764397 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.000436091679148376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606660895049572 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606660895049572, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606660895049572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02338109351694584, + 0.014255265705287457, + 0.33442655205726624, + 0.011925682425498962, + 0.019917163997888565, + 0.02345709502696991, + 0.25899600982666016, + 0.0635731965303421, + 0.23292718827724457, + 0.017140720039606094 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.01606660895049572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027602126821875572, + 0.018554072827100754, + 0.20049506425857544, + 0.015296260826289654, + 0.060432594269514084, + 0.0360160693526268, + 0.5524099469184875, + 0.026124227792024612, + 0.05108656361699104, + 0.011983011849224567 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.0028173536993563175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, medium shot zooms in, focusing on a samurai, who kneels on one knee with explosive force, crouching low on the damp earth covered with withered, yellow leaves. He is nestled in a deep, dense, emerald bamboo forest, its towering poles surrounding him like a natural cage. The samurai wears a traditional bun, a few strands of sweat-soaked black hair plastered against his chiseled features. His furrowed brow and pursed lips betray a look of intense concentration. He wears a frayed, dark blue kimono, bound tightly by a wide sash at the waist, his body tense like a drawn bow. Dappled sunlight filters through the layers of bamboo leaves, casting a shifting pattern of light and shadow on him and the surrounding ground. His right hand rested steadily, poised, on the hilt of the katana at his waist—a simple handle wrapped in black silk cord. His thumb rested precisely on the bronze hilt, ready to unsheathe the blade in an instant. A thin morning mist hung in the air, and the scene was enveloped in a tense, predatory silence. Only his eagle-like gaze, fixed in the interplay of light and shadow, fixed its gaze on a target beyond the camera's reach.", + "seed": 20626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_3/index_8910_seed_20626_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014320685877464712, + "vlm_logprob": -0.014320685877464712, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014320685877464712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017188629135489464 + ], + "opposite_logprob_tokens": [ + -4.392188549041748 + ], + "logprob_reward": -0.017188629135489464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.017188629135489464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07075592130422592, + 0.08585694432258606, + 0.06359561532735825, + 0.07559241354465485, + 0.04369122534990311, + 0.045054350048303604, + 0.04489678144454956, + 0.32949429750442505, + 0.15561453998088837, + 0.08544795215129852 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.017188629135489464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371492773294449 + ], + "opposite_logprob_tokens": [ + -3.408715009689331 + ], + "logprob_reward": -0.03371492773294449, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371492773294449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12787872552871704, + 0.28556379675865173, + 0.045679736882448196, + 0.0473671555519104, + 0.02524045668542385, + 0.03831685706973076, + 0.02002064511179924, + 0.11438138037919998, + 0.019376013427972794, + 0.27617520093917847 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03371492773294449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005595310358330607 + ], + "opposite_logprob_tokens": [ + -7.500559329986572 + ], + "logprob_reward": -0.0005595310358330607, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005595310358330607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12334433197975159, + 0.24965044856071472, + 0.056908681988716125, + 0.0879414901137352, + 0.050595927983522415, + 0.040607206523418427, + 0.038414470851421356, + 0.1249040737748146, + 0.021415716037154198, + 0.2062176913022995 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.0005595310358330607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09912987053394318, + 0.04983017221093178, + 0.05377096310257912, + 0.0692489817738533, + 0.05099675804376602, + 0.04423070326447487, + 0.05335631221532822, + 0.21224850416183472, + 0.10299387574195862, + 0.2641938030719757 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that zooms in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the samurai kneeling on one knee in a crouching position on damp earth covered with withered yellow leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a deep, dense emerald bamboo forest with towering poles surrounding the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the samurai wearing a frayed dark blue kimono with a wide sash, a traditional bun, and black hair plastered against his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is dappled sunlight filtering through the bamboo leaves, casting shifting patterns of light and shadow on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2262258678674698, + 0.20145827531814575, + 0.04704440012574196, + 0.08961881697177887, + 0.11459732800722122, + 0.03015819936990738, + 0.02558448351919651, + 0.10526546835899353, + 0.07126271724700928, + 0.08878441900014877 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0059472741559147835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_tensor([8374, 8374])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_tensor([8374, 8374])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58d9b30a45988b35b35406617f3e8b62b5755687 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_tensor([8374, 8374])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a quiet, solitary scene within a vintage-style train carriage, creating a meditative and cinematic atmosphere. Soft, directed golden light streams through a large, clear window, traversing the carriage and illuminating the captivating slow-motion dance of shimmering dust particles suspended in the air. The interior is richly appointed, featuring polished dark mahogany paneling and gleaming, ornate brass luggage racks. The entire carriage sways in a gentle, rhythmic motion, causing a delicate silver teaspoon to slide an inch across a smooth white porcelain plate with a quiet clink. Seen from the side, a lone female passenger sits relaxed on a plush, deep red velvet seat. With long, dark brown hair and a simple, cream-colored wool turtleneck sweater, her features softly illuminate as she gazes wistfully at the passing, blurred green countryside. Next to her, on the seat, lies a half-read book, its cover worn and unmarked, its pages slightly ruffled by the train’s movement, reinforcing the scene’s profound introspection and nostalgic journey.", + "seed": 30703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_8374_seed_30703_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0999928836710751, + "vlm_logprob": -0.0999928836710751, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.0999928836710751, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04497485235333443 + ], + "opposite_logprob_tokens": [ + -3.1699748039245605 + ], + "logprob_reward": -0.04497485235333443, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04497485235333443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33095812797546387, + 0.16990835964679718, + 0.08693086355924606, + 0.06102472171187401, + 0.10176925361156464, + 0.028449779376387596, + 0.0690789669752121, + 0.02104782685637474, + 0.08278854936361313, + 0.048043545335531235 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04497485235333443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297740146517754 + ], + "opposite_logprob_tokens": [ + -3.7732977867126465 + ], + "logprob_reward": -0.023297740146517754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297740146517754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2527015805244446, + 0.1510709673166275, + 0.08259209990501404, + 0.038310009986162186, + 0.08731330931186676, + 0.07634652405977249, + 0.0663684606552124, + 0.15515796840190887, + 0.03371075168251991, + 0.05642830580472946 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023297740146517754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258538294583559 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258538294583559, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258538294583559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3831629455089569, + 0.1063113659620285, + 0.07054630666971207, + 0.07368765026330948, + 0.07808332145214081, + 0.06985490024089813, + 0.06747865676879883, + 0.04839012026786804, + 0.06054391711950302, + 0.041940804570913315 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005258538294583559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349945068359375 + ], + "opposite_logprob_tokens": [ + -1.3134994506835938 + ], + "logprob_reward": -0.31349945068359375, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349945068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31170156598091125, + 0.0941312313079834, + 0.050169337540864944, + 0.06450624763965607, + 0.1089654192328453, + 0.06296104192733765, + 0.033103104680776596, + 0.12162414938211441, + 0.0782523825764656, + 0.07458548992872238 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.31349945068359375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293383687734604 + ], + "opposite_logprob_tokens": [ + -2.237933874130249 + ], + "logprob_reward": -0.11293383687734604, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293383687734604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14511549472808838, + 0.06987318396568298, + 0.03660627454519272, + 0.08396238833665848, + 0.15502914786338806, + 0.08610332012176514, + 0.2069971263408661, + 0.08357702195644379, + 0.04444551467895508, + 0.08829057216644287 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.11293383687734604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet, solitary scene within a vintage-style train carriage, creating a meditative and cinematic atmosphere. Soft, directed golden light streams through a large, clear window, traversing the carriage and illuminating the captivating slow-motion dance of shimmering dust particles suspended in the air. The interior is richly appointed, featuring polished dark mahogany paneling and gleaming, ornate brass luggage racks. The entire carriage sways in a gentle, rhythmic motion, causing a delicate silver teaspoon to slide an inch across a smooth white porcelain plate with a quiet clink. Seen from the side, a lone female passenger sits relaxed on a plush, deep red velvet seat. With long, dark brown hair and a simple, cream-colored wool turtleneck sweater, her features softly illuminate as she gazes wistfully at the passing, blurred green countryside. Next to her, on the seat, lies a half-read book, its cover worn and unmarked, its pages slightly ruffled by the train’s movement, reinforcing the scene’s profound introspection and nostalgic journey.", + "seed": 30704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_8374_seed_30704_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13924363520927727, + "vlm_logprob": -0.13924363520927727, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.13924363520927727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02066194824874401 + ], + "opposite_logprob_tokens": [ + -4.0206618309021 + ], + "logprob_reward": -0.02066194824874401, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02066194824874401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3888961374759674, + 0.11184395849704742, + 0.07364246249198914, + 0.06693334877490997, + 0.05713383108377457, + 0.07240115851163864, + 0.035476204007864, + 0.10533072054386139, + 0.0351085290312767, + 0.05323372408747673 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02066194824874401 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790615178644657 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790615178644657, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790615178644657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2441638857126236, + 0.07952188700437546, + 0.15696676075458527, + 0.05610061064362526, + 0.04090605676174164, + 0.11234116554260254, + 0.05981094762682915, + 0.05054961144924164, + 0.07504132390022278, + 0.12459779530763626 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.009790615178644657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22498200833797455, + 0.11662460118532181, + 0.07298175245523453, + 0.06068037450313568, + 0.05376724153757095, + 0.15224222838878632, + 0.05442029982805252, + 0.08784379810094833, + 0.10571496188640594, + 0.07074278593063354 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349465250968933 + ], + "opposite_logprob_tokens": [ + -1.3134946823120117 + ], + "logprob_reward": -0.31349465250968933, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349465250968933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14576083421707153, + 0.10061939060688019, + 0.05974626541137695, + 0.06718971580266953, + 0.04154478758573532, + 0.20833326876163483, + 0.038778405636548996, + 0.12529580295085907, + 0.06452734768390656, + 0.14820422232151031 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.31349465250968933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486517667770386 + ], + "opposite_logprob_tokens": [ + -1.2236517667770386 + ], + "logprob_reward": -0.3486517667770386, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486517667770386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35866472125053406, + 0.07896199822425842, + 0.09761372953653336, + 0.06555254757404327, + 0.07436993718147278, + 0.07185211032629013, + 0.05301215872168541, + 0.058953654021024704, + 0.06308184564113617, + 0.07793736457824707 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.3486517667770386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet, solitary scene within a vintage-style train carriage, creating a meditative and cinematic atmosphere. Soft, directed golden light streams through a large, clear window, traversing the carriage and illuminating the captivating slow-motion dance of shimmering dust particles suspended in the air. The interior is richly appointed, featuring polished dark mahogany paneling and gleaming, ornate brass luggage racks. The entire carriage sways in a gentle, rhythmic motion, causing a delicate silver teaspoon to slide an inch across a smooth white porcelain plate with a quiet clink. Seen from the side, a lone female passenger sits relaxed on a plush, deep red velvet seat. With long, dark brown hair and a simple, cream-colored wool turtleneck sweater, her features softly illuminate as she gazes wistfully at the passing, blurred green countryside. Next to her, on the seat, lies a half-read book, its cover worn and unmarked, its pages slightly ruffled by the train’s movement, reinforcing the scene’s profound introspection and nostalgic journey.", + "seed": 30705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_8374_seed_30705_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2641473513096571, + "vlm_logprob": -0.2641473513096571, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.2641473513096571, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07273291796445847 + ], + "opposite_logprob_tokens": [ + -2.697732925415039 + ], + "logprob_reward": -0.07273291796445847, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07273291796445847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4535551369190216, + 0.10758659988641739, + 0.11175218969583511, + 0.04970948025584221, + 0.04378153383731842, + 0.02114957571029663, + 0.03826915845274925, + 0.021902479231357574, + 0.0244254469871521, + 0.12786835432052612 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.07273291796445847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557132169604301 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557132169604301, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557132169604301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2577104866504669, + 0.24681630730628967, + 0.07180754840373993, + 0.06838279217481613, + 0.0525473952293396, + 0.012786924839019775, + 0.049351491034030914, + 0.046843718737363815, + 0.1086030825972557, + 0.08515027165412903 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012557132169604301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367560029029846 + ], + "opposite_logprob_tokens": [ + -3.651367664337158 + ], + "logprob_reward": -0.026367560029029846, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367560029029846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4681650996208191, + 0.1122569739818573, + 0.06046675145626068, + 0.07047070562839508, + 0.057665109634399414, + 0.03905492648482323, + 0.02887140028178692, + 0.035547271370887756, + 0.05373173952102661, + 0.07377000153064728 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026367560029029846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762251019477844 + ], + "opposite_logprob_tokens": [ + -0.8262251019477844 + ], + "logprob_reward": -0.5762251019477844, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762251019477844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3756788969039917, + 0.07577764242887497, + 0.08609297126531601, + 0.07532520592212677, + 0.0414176769554615, + 0.035532206296920776, + 0.046363599598407745, + 0.040670569986104965, + 0.021613042801618576, + 0.20152822136878967 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.5762251019477844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328540444374084 + ], + "opposite_logprob_tokens": [ + -0.7578540444374084 + ], + "logprob_reward": -0.6328540444374084, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328540444374084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3214195966720581, + 0.055991508066654205, + 0.05322866514325142, + 0.04761159047484398, + 0.033065713942050934, + 0.012498637661337852, + 0.04484384134411812, + 0.017361607402563095, + 0.05815904587507248, + 0.3558197319507599 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.6328540444374084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a quiet, solitary scene within a vintage-style train carriage, creating a meditative and cinematic atmosphere. Soft, directed golden light streams through a large, clear window, traversing the carriage and illuminating the captivating slow-motion dance of shimmering dust particles suspended in the air. The interior is richly appointed, featuring polished dark mahogany paneling and gleaming, ornate brass luggage racks. The entire carriage sways in a gentle, rhythmic motion, causing a delicate silver teaspoon to slide an inch across a smooth white porcelain plate with a quiet clink. Seen from the side, a lone female passenger sits relaxed on a plush, deep red velvet seat. With long, dark brown hair and a simple, cream-colored wool turtleneck sweater, her features softly illuminate as she gazes wistfully at the passing, blurred green countryside. Next to her, on the seat, lies a half-read book, its cover worn and unmarked, its pages slightly ruffled by the train’s movement, reinforcing the scene’s profound introspection and nostalgic journey.", + "seed": 30706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_4/index_8374_seed_30706_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3444170314818621, + "vlm_logprob": -0.3444170314818621, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.3444170314818621, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04438638314604759 + ], + "opposite_logprob_tokens": [ + -3.169386386871338 + ], + "logprob_reward": -0.04438638314604759, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04438638314604759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10165254026651382, + 0.2633657157421112, + 0.041935648769140244, + 0.06715309619903564, + 0.06670863181352615, + 0.030872637405991554, + 0.08212128281593323, + 0.0992228239774704, + 0.05599185824394226, + 0.19097574055194855 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.04438638314604759 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212459325790405 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212459325790405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212459325790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08914478868246078, + 0.10727386921644211, + 0.0795336589217186, + 0.04471207037568092, + 0.0850566104054451, + 0.026144353672862053, + 0.1023532822728157, + 0.04049086198210716, + 0.07324595749378204, + 0.35204458236694336 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.014212459325790405 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086059734225273 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011086059734225273, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086059734225273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09123566001653671, + 0.2259705364704132, + 0.08743422478437424, + 0.04627729952335358, + 0.05874818190932274, + 0.06927181035280228, + 0.12079470604658127, + 0.130377396941185, + 0.041478607803583145, + 0.12841163575649261 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.011086059734225273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262098431587219 + ], + "opposite_logprob_tokens": [ + -0.5762098431587219 + ], + "logprob_reward": -0.8262098431587219, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262098431587219, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10004504024982452, + 0.13893017172813416, + 0.07284113764762878, + 0.09918516874313354, + 0.05775429680943489, + 0.037981852889060974, + 0.29719090461730957, + 0.07738695293664932, + 0.04843750596046448, + 0.07024692744016647 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.8262098431587219 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vintage-style train carriage with polished dark mahogany paneling and ornate brass luggage racks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone female passenger with long dark brown hair wearing a cream-colored wool turtleneck sweater visible sitting on a deep red velvet seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is soft, directed golden light streaming through a large clear window to illuminate shimmering dust particles in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a delicate silver teaspoon slide an inch across a smooth white porcelain plate with a quiet clink while the carriage sways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the view from the side showing the passenger gazing at a passing blurred green countryside with a half-read book on the seat next to her?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261904120445251 + ], + "opposite_logprob_tokens": [ + -0.5761904120445251 + ], + "logprob_reward": -0.8261904120445251, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261904120445251, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13374914228916168, + 0.2954159379005432, + 0.04790529981255531, + 0.059116583317518234, + 0.060899924486875534, + 0.0426567941904068, + 0.17986752092838287, + 0.04341495782136917, + 0.0627536028623581, + 0.0742202177643776 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.8261904120445251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_tensor([4160, 4160])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_tensor([4160, 4160])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3453414a1a58a9bc191724a0ea3c40fdfb102e07 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_tensor([4160, 4160])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a male firefighter, presumably in his 30s, as he sprints forward. He's clad in a full, thick, dark firefighter suit with yellow and silver reflective stripes, his gear clinking with a dull thud as he runs. A bright red firefighter helmet, its visor pulled down, obscuring most of his face. Yet, through the transparent visor, one can still see his furrowed brow and unmistakable focus in his eyes. With his heavily gloved hands, he strains to unroll a heavy, bright yellow fire hose. The hose unfurls rapidly behind him as he runs, snaking like a giant python across slippery ground. His target is a blazing, multi-story brick building ahead. Thick, swirling black-gray smoke billows from every crevice, rising into the sky and tinting it with an ominous gloom. Orange-red flames greedily burst forth from the shattered windows. The flames are the main, unstable light source, casting jumping, long shadows on the firefighters and the ground, while the red and blue lights on the police cars and fire trucks in the distance flash silently, adding a cold-toned strobe light effect to the chaotic scene. The whole picture is filled with an extreme sense of urgency of racing against time and a tense atmosphere that makes people hang on by a thread.", + "seed": 33406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_4160_seed_33406_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02354939803481102, + "vlm_logprob": -0.02354939803481102, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02354939803481102, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08139476180076599 + ], + "opposite_logprob_tokens": [ + -2.581394672393799 + ], + "logprob_reward": -0.08139476180076599, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08139476180076599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08904416114091873, + 0.10013177990913391, + 0.056695085018873215, + 0.05059708282351494, + 0.02243475429713726, + 0.19770877063274384, + 0.057609330862760544, + 0.03904946893453598, + 0.34571173787117004, + 0.041017863899469376 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.08139476180076599 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084645055234432 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084645055234432, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084645055234432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09038755297660828, + 0.11831098049879074, + 0.09854210913181305, + 0.12157303094863892, + 0.06941154599189758, + 0.11833709478378296, + 0.18808814883232117, + 0.03934944048523903, + 0.09988926351070404, + 0.05611085891723633 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.011084645055234432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08870720118284225, + 0.044433724135160446, + 0.14350363612174988, + 0.0631265640258789, + 0.07172346115112305, + 0.16642335057258606, + 0.16252724826335907, + 0.033730339258909225, + 0.05528969317674637, + 0.17053478956222534 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.008639458566904068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092888906598091 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092888906598091, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092888906598091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21221418678760529, + 0.10414694249629974, + 0.14401979744434357, + 0.07975420355796814, + 0.06589386612176895, + 0.04785945639014244, + 0.0922330915927887, + 0.07256019860506058, + 0.06208759546279907, + 0.11923065781593323 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.004092888906598091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1582013964653015, + 0.14417074620723724, + 0.13474474847316742, + 0.06355420500040054, + 0.08661375939846039, + 0.086501844227314, + 0.12341684103012085, + 0.051499925553798676, + 0.0980866402387619, + 0.05320987477898598 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012535235844552517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a male firefighter, presumably in his 30s, as he sprints forward. He's clad in a full, thick, dark firefighter suit with yellow and silver reflective stripes, his gear clinking with a dull thud as he runs. A bright red firefighter helmet, its visor pulled down, obscuring most of his face. Yet, through the transparent visor, one can still see his furrowed brow and unmistakable focus in his eyes. With his heavily gloved hands, he strains to unroll a heavy, bright yellow fire hose. The hose unfurls rapidly behind him as he runs, snaking like a giant python across slippery ground. His target is a blazing, multi-story brick building ahead. Thick, swirling black-gray smoke billows from every crevice, rising into the sky and tinting it with an ominous gloom. Orange-red flames greedily burst forth from the shattered windows. The flames are the main, unstable light source, casting jumping, long shadows on the firefighters and the ground, while the red and blue lights on the police cars and fire trucks in the distance flash silently, adding a cold-toned strobe light effect to the chaotic scene. The whole picture is filled with an extreme sense of urgency of racing against time and a tense atmosphere that makes people hang on by a thread.", + "seed": 33407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_4160_seed_33407_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025829511508345605, + "vlm_logprob": -0.025829511508345605, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.025829511508345605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09210842847824097 + ], + "opposite_logprob_tokens": [ + -2.4671084880828857 + ], + "logprob_reward": -0.09210842847824097, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09210842847824097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2073819935321808, + 0.1675192415714264, + 0.14177536964416504, + 0.0797027125954628, + 0.04374411329627037, + 0.04273959994316101, + 0.03161684423685074, + 0.06992173194885254, + 0.15304042398929596, + 0.06255805492401123 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.09210842847824097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647168796509504 + ], + "opposite_logprob_tokens": [ + -5.379647254943848 + ], + "logprob_reward": -0.004647168796509504, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647168796509504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21380281448364258, + 0.1368810385465622, + 0.09973645210266113, + 0.059647075831890106, + 0.030239006504416466, + 0.020744875073432922, + 0.03309287503361702, + 0.2839939594268799, + 0.045214422047138214, + 0.0766475647687912 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.004647168796509504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074976995587349 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074976995587349, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074976995587349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10185972601175308, + 0.19174924492835999, + 0.23342911899089813, + 0.047316599637269974, + 0.0500720739364624, + 0.042609672993421555, + 0.025688989087939262, + 0.14735333621501923, + 0.042844273149967194, + 0.11707697808742523 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.011074976995587349 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15935637056827545, + 0.0547216534614563, + 0.0392514131963253, + 0.023375341668725014, + 0.07027319073677063, + 0.109047070145607, + 0.07866397500038147, + 0.16984492540359497, + 0.09008084237575531, + 0.20538517832756042 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.005252134520560503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064848750829697 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064848750829697, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064848750829697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1380181908607483, + 0.11354084312915802, + 0.15399667620658875, + 0.12932778894901276, + 0.05315690487623215, + 0.09109914302825928, + 0.04079549014568329, + 0.07396171241998672, + 0.04678621515631676, + 0.1593169867992401 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.016064848750829697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a male firefighter, presumably in his 30s, as he sprints forward. He's clad in a full, thick, dark firefighter suit with yellow and silver reflective stripes, his gear clinking with a dull thud as he runs. A bright red firefighter helmet, its visor pulled down, obscuring most of his face. Yet, through the transparent visor, one can still see his furrowed brow and unmistakable focus in his eyes. With his heavily gloved hands, he strains to unroll a heavy, bright yellow fire hose. The hose unfurls rapidly behind him as he runs, snaking like a giant python across slippery ground. His target is a blazing, multi-story brick building ahead. Thick, swirling black-gray smoke billows from every crevice, rising into the sky and tinting it with an ominous gloom. Orange-red flames greedily burst forth from the shattered windows. The flames are the main, unstable light source, casting jumping, long shadows on the firefighters and the ground, while the red and blue lights on the police cars and fire trucks in the distance flash silently, adding a cold-toned strobe light effect to the chaotic scene. The whole picture is filled with an extreme sense of urgency of racing against time and a tense atmosphere that makes people hang on by a thread.", + "seed": 33408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_4160_seed_33408_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022969261184334754, + "vlm_logprob": -0.022969261184334754, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.022969261184334754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08552251756191254 + ], + "opposite_logprob_tokens": [ + -2.585522413253784 + ], + "logprob_reward": -0.08552251756191254, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08552251756191254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3175128996372223, + 0.08837666362524033, + 0.08066625148057938, + 0.14311879873275757, + 0.0677647516131401, + 0.04251192510128021, + 0.062390755861997604, + 0.03070196695625782, + 0.054385956376791, + 0.11257011443376541 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.08552251756191254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748621817678213 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748621817678213, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748621817678213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37356388568878174, + 0.10320889204740524, + 0.0767752155661583, + 0.04941555857658386, + 0.07482170313596725, + 0.08631286770105362, + 0.05742356926202774, + 0.04479724541306496, + 0.07427744567394257, + 0.059403568506240845 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.006748621817678213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08575376123189926, + 0.18953464925289154, + 0.046189285814762115, + 0.22566233575344086, + 0.08624956011772156, + 0.018654361367225647, + 0.06395228952169418, + 0.15920737385749817, + 0.06953988969326019, + 0.0552564337849617 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.005946681834757328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464398205280304, + 0.044807784259319305, + 0.05468159541487694, + 0.11377950012683868, + 0.1080813780426979, + 0.10770273953676224, + 0.04268963634967804, + 0.0896017849445343, + 0.05360238254070282, + 0.2386133372783661 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0040937201119959354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534764595329762 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534764595329762, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534764595329762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1513012796640396, + 0.07631395757198334, + 0.1091969683766365, + 0.14738288521766663, + 0.11472572386264801, + 0.09881915152072906, + 0.042861029505729675, + 0.14193026721477509, + 0.04951974377036095, + 0.06794900447130203 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.012534764595329762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a male firefighter, presumably in his 30s, as he sprints forward. He's clad in a full, thick, dark firefighter suit with yellow and silver reflective stripes, his gear clinking with a dull thud as he runs. A bright red firefighter helmet, its visor pulled down, obscuring most of his face. Yet, through the transparent visor, one can still see his furrowed brow and unmistakable focus in his eyes. With his heavily gloved hands, he strains to unroll a heavy, bright yellow fire hose. The hose unfurls rapidly behind him as he runs, snaking like a giant python across slippery ground. His target is a blazing, multi-story brick building ahead. Thick, swirling black-gray smoke billows from every crevice, rising into the sky and tinting it with an ominous gloom. Orange-red flames greedily burst forth from the shattered windows. The flames are the main, unstable light source, casting jumping, long shadows on the firefighters and the ground, while the red and blue lights on the police cars and fire trucks in the distance flash silently, adding a cold-toned strobe light effect to the chaotic scene. The whole picture is filled with an extreme sense of urgency of racing against time and a tense atmosphere that makes people hang on by a thread.", + "seed": 33409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_5/index_4160_seed_33409_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022718538716435432, + "vlm_logprob": -0.022718538716435432, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.022718538716435432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08177556842565536 + ], + "opposite_logprob_tokens": [ + -2.581775665283203 + ], + "logprob_reward": -0.08177556842565536, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08177556842565536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11619064956903458, + 0.049189455807209015, + 0.06382503360509872, + 0.0875621810555458, + 0.23497816920280457, + 0.08777087181806564, + 0.10404438525438309, + 0.0529763288795948, + 0.13480214774608612, + 0.06866072863340378 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.08177556842565536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088889092206955 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088889092206955, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088889092206955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1818341761827469, + 0.12317358702421188, + 0.17837347090244293, + 0.15286141633987427, + 0.1037915050983429, + 0.060844458639621735, + 0.06697738915681839, + 0.027209224179387093, + 0.05506652593612671, + 0.04986823350191116 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.011088889092206955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0834856927394867, + 0.0355042889714241, + 0.05645319074392319, + 0.04483695328235626, + 0.07464197278022766, + 0.07719652354717255, + 0.07278525084257126, + 0.022571567445993423, + 0.4738159477710724, + 0.05870857462286949 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.004096450749784708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094195086508989 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094195086508989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094195086508989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17616666853427887, + 0.10880374908447266, + 0.03350008279085159, + 0.07816214114427567, + 0.07668160647153854, + 0.05310668423771858, + 0.028862636536359787, + 0.037129249423742294, + 0.13486318290233612, + 0.2727239727973938 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004094195086508989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male firefighter in his 30s sprinting forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firefighter wearing a full dark suit with yellow and silver reflective stripes and a bright red helmet with a visor pulled down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the firefighter actively unrolling a heavy, bright yellow fire hose that snakes behind him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a multi-story brick building with black-gray smoke billowing from it and orange-red flames bursting from shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the firefighter's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09312038123607635, + 0.10114225745201111, + 0.07735107839107513, + 0.05152120068669319, + 0.09079200774431229, + 0.07745583355426788, + 0.05734250694513321, + 0.10917279869318008, + 0.2475409358739853, + 0.09456105530261993 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.012537590228021145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_tensor([4739, 4739])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_tensor([4739, 4739])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d2297950a761e31e1a3e676f45d38c7a38f54ee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_tensor([4739, 4739])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, eye-level tracking shot is perfectly synchronized with the image of a massive freight train car, its dark, weathered metal hue coated in deep orange and brown rust, heavily concentrated along the riveted seams. Bright afternoon sunlight sweeps across the scene, capturing the rough texture of corrosion and casting long, soft shadows. From one of the oxidized cracks, a tiny, incredibly vibrant green tendril miraculously pierces the metal hue. In a fluid, almost time-lapse motion, the tendril rapidly grows and expands into a tightly curled bud. Then, with a subtle and deliberate grace, luminous petals of fuchsia, electric blue, and sunny yellow begin to unfurl, revealing a dreamlike flower with a silky, almost translucent texture that seems to glow from within. As the train continues its steady, rhythmic journey forward, more of these unlikely flowers begin to bloom along the seams, their vibrant colors creating a stark, breathtaking contrast against the decaying metal. The backdrop is a soft-focus blur of sun-soaked golden fields beneath a vast, clear sky, creating a surreal and tranquil atmosphere of magical realism, where unlikely life and beauty are born from industrial decay.", + "seed": 17315, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_4739_seed_17315_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3504712238907814, + "vlm_logprob": -0.3504712238907814, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.3504712238907814, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4065847396850586 + ], + "opposite_logprob_tokens": [ + -0.281584769487381 + ], + "logprob_reward": -1.4065847396850586, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4065847396850586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14925087988376617, + 0.543087899684906, + 0.04393891990184784, + 0.04442959651350975, + 0.06175266206264496, + 0.025267191231250763, + 0.029802273958921432, + 0.06682449579238892, + 0.017312118783593178, + 0.01833394542336464 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -1.4065847396850586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821024715900421 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.01821024715900421, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821024715900421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19111672043800354, + 0.4126809537410736, + 0.03801767900586128, + 0.023269005119800568, + 0.05815944820642471, + 0.02532831020653248, + 0.05799487978219986, + 0.1553916335105896, + 0.016649091616272926, + 0.02139233984053135 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.01821024715900421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549009174108505 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012549009174108505, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549009174108505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09880708158016205, + 0.565034806728363, + 0.03703000396490097, + 0.03809200972318649, + 0.07288242131471634, + 0.02042580395936966, + 0.05030156672000885, + 0.06340184062719345, + 0.02837214432656765, + 0.025652248412370682 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012549009174108505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369959816336632 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.03369959816336632, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369959816336632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14875946938991547, + 0.22894255816936493, + 0.05361061915755272, + 0.03310901299118996, + 0.058373864740133286, + 0.03396362066268921, + 0.1185581386089325, + 0.16756774485111237, + 0.08417236059904099, + 0.07294265925884247 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.03369959816336632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813125252723694 + ], + "opposite_logprob_tokens": [ + -1.4063124656677246 + ], + "logprob_reward": -0.2813125252723694, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813125252723694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09252778440713882, + 0.05224049091339111, + 0.2621396780014038, + 0.15159744024276733, + 0.27502864599227905, + 0.05645345151424408, + 0.021542083472013474, + 0.03964601829648018, + 0.024789534509181976, + 0.02403479442000389 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.2813125252723694 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, eye-level tracking shot is perfectly synchronized with the image of a massive freight train car, its dark, weathered metal hue coated in deep orange and brown rust, heavily concentrated along the riveted seams. Bright afternoon sunlight sweeps across the scene, capturing the rough texture of corrosion and casting long, soft shadows. From one of the oxidized cracks, a tiny, incredibly vibrant green tendril miraculously pierces the metal hue. In a fluid, almost time-lapse motion, the tendril rapidly grows and expands into a tightly curled bud. Then, with a subtle and deliberate grace, luminous petals of fuchsia, electric blue, and sunny yellow begin to unfurl, revealing a dreamlike flower with a silky, almost translucent texture that seems to glow from within. As the train continues its steady, rhythmic journey forward, more of these unlikely flowers begin to bloom along the seams, their vibrant colors creating a stark, breathtaking contrast against the decaying metal. The backdrop is a soft-focus blur of sun-soaked golden fields beneath a vast, clear sky, creating a surreal and tranquil atmosphere of magical realism, where unlikely life and beauty are born from industrial decay.", + "seed": 17316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_4739_seed_17316_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10818853708915413, + "vlm_logprob": -0.10818853708915413, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.10818853708915413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25235751271247864 + ], + "opposite_logprob_tokens": [ + -1.5023574829101562 + ], + "logprob_reward": -0.25235751271247864, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25235751271247864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045505255460739136, + 0.05466919392347336, + 0.01863079145550728, + 0.03667548671364784, + 0.05010371282696724, + 0.48480504751205444, + 0.029649320989847183, + 0.13980954885482788, + 0.082821786403656, + 0.057329874485731125 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.25235751271247864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09360960125923157, + 0.0975806713104248, + 0.02175871655344963, + 0.057976026087999344, + 0.033859334886074066, + 0.1916770488023758, + 0.04710309952497482, + 0.09732820093631744, + 0.20492619276046753, + 0.15418106317520142 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822227543219924 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822227543219924, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822227543219924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06845489144325256, + 0.05489685758948326, + 0.024151528254151344, + 0.04366903007030487, + 0.06503606587648392, + 0.06100911647081375, + 0.09671720117330551, + 0.14342527091503143, + 0.28662800788879395, + 0.15601205825805664 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.002822227543219924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001092284917831 + ], + "opposite_logprob_tokens": [ + -2.6950109004974365 + ], + "logprob_reward": -0.07001092284917831, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001092284917831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11967626214027405, + 0.07685758918523788, + 0.0372857041656971, + 0.04908544942736626, + 0.07806240767240524, + 0.07545294612646103, + 0.06246078759431839, + 0.172257199883461, + 0.087903693318367, + 0.24095799028873444 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.07001092284917831 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154908299446106 + ], + "opposite_logprob_tokens": [ + -1.7015490531921387 + ], + "logprob_reward": -0.20154908299446106, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154908299446106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09048603475093842, + 0.07022415101528168, + 0.03983478620648384, + 0.06524939090013504, + 0.0633484274148941, + 0.14776824414730072, + 0.3009059429168701, + 0.12847934663295746, + 0.04638137295842171, + 0.04732230305671692 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.20154908299446106 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, eye-level tracking shot is perfectly synchronized with the image of a massive freight train car, its dark, weathered metal hue coated in deep orange and brown rust, heavily concentrated along the riveted seams. Bright afternoon sunlight sweeps across the scene, capturing the rough texture of corrosion and casting long, soft shadows. From one of the oxidized cracks, a tiny, incredibly vibrant green tendril miraculously pierces the metal hue. In a fluid, almost time-lapse motion, the tendril rapidly grows and expands into a tightly curled bud. Then, with a subtle and deliberate grace, luminous petals of fuchsia, electric blue, and sunny yellow begin to unfurl, revealing a dreamlike flower with a silky, almost translucent texture that seems to glow from within. As the train continues its steady, rhythmic journey forward, more of these unlikely flowers begin to bloom along the seams, their vibrant colors creating a stark, breathtaking contrast against the decaying metal. The backdrop is a soft-focus blur of sun-soaked golden fields beneath a vast, clear sky, creating a surreal and tranquil atmosphere of magical realism, where unlikely life and beauty are born from industrial decay.", + "seed": 17317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_4739_seed_17317_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08375710062682629, + "vlm_logprob": -0.08375710062682629, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08375710062682629, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05573548749089241 + ], + "opposite_logprob_tokens": [ + -2.9307355880737305 + ], + "logprob_reward": -0.05573548749089241, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05573548749089241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13967519998550415, + 0.16264693439006805, + 0.195829838514328, + 0.04231639578938484, + 0.02596629597246647, + 0.1707189381122589, + 0.04842657968401909, + 0.14298725128173828, + 0.03479761630296707, + 0.036634959280490875 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.05573548749089241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643855642527342 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.007643855642527342, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643855642527342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049733079969882965, + 0.10717743635177612, + 0.2275327444076538, + 0.0345582515001297, + 0.017363708466291428, + 0.054276492446660995, + 0.07438161224126816, + 0.05736920237541199, + 0.17908799648284912, + 0.19851943850517273 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.007643855642527342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100131336599588 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100131336599588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100131336599588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05380484089255333, + 0.2026272714138031, + 0.2561109960079193, + 0.04123534634709358, + 0.03288700059056282, + 0.04277568310499191, + 0.06827782839536667, + 0.11481908708810806, + 0.07625379413366318, + 0.11120819300413132 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.004100131336599588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000914961099625 + ], + "opposite_logprob_tokens": [ + -2.695009231567383 + ], + "logprob_reward": -0.07000914961099625, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000914961099625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10065387189388275, + 0.08504308760166168, + 0.24993759393692017, + 0.04629009962081909, + 0.042865827679634094, + 0.08663055300712585, + 0.09426739066839218, + 0.03622027859091759, + 0.13333655893802643, + 0.12475467473268509 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.07000914961099625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28129687905311584 + ], + "opposite_logprob_tokens": [ + -1.4062968492507935 + ], + "logprob_reward": -0.28129687905311584, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28129687905311584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06996678560972214, + 0.24468308687210083, + 0.26874905824661255, + 0.04167626053094864, + 0.048429522663354874, + 0.14024201035499573, + 0.050332896411418915, + 0.026807159185409546, + 0.02944132871925831, + 0.0796719342470169 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.28129687905311584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, eye-level tracking shot is perfectly synchronized with the image of a massive freight train car, its dark, weathered metal hue coated in deep orange and brown rust, heavily concentrated along the riveted seams. Bright afternoon sunlight sweeps across the scene, capturing the rough texture of corrosion and casting long, soft shadows. From one of the oxidized cracks, a tiny, incredibly vibrant green tendril miraculously pierces the metal hue. In a fluid, almost time-lapse motion, the tendril rapidly grows and expands into a tightly curled bud. Then, with a subtle and deliberate grace, luminous petals of fuchsia, electric blue, and sunny yellow begin to unfurl, revealing a dreamlike flower with a silky, almost translucent texture that seems to glow from within. As the train continues its steady, rhythmic journey forward, more of these unlikely flowers begin to bloom along the seams, their vibrant colors creating a stark, breathtaking contrast against the decaying metal. The backdrop is a soft-focus blur of sun-soaked golden fields beneath a vast, clear sky, creating a surreal and tranquil atmosphere of magical realism, where unlikely life and beauty are born from industrial decay.", + "seed": 17318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_6/index_4739_seed_17318_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13952313885092735, + "vlm_logprob": -0.13952313885092735, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.13952313885092735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11327216774225235 + ], + "opposite_logprob_tokens": [ + -2.238272190093994 + ], + "logprob_reward": -0.11327216774225235, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11327216774225235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20650224387645721, + 0.0697801485657692, + 0.056672271341085434, + 0.09031236916780472, + 0.2356390804052353, + 0.19494086503982544, + 0.03294024616479874, + 0.03611895069479942, + 0.049349624663591385, + 0.02774421125650406 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.11327216774225235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08406242728233337, + 0.034162744879722595, + 0.04213310778141022, + 0.036531586199998856, + 0.06942491233348846, + 0.08335012942552567, + 0.04808222874999046, + 0.31483346223831177, + 0.18279622495174408, + 0.10462314635515213 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015138844028115273 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015138844028115273, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015138844028115273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09314971417188644, + 0.07158367335796356, + 0.0365120992064476, + 0.06717941910028458, + 0.08363398909568787, + 0.045433029532432556, + 0.06784752756357193, + 0.0900728777050972, + 0.2987620532512665, + 0.14582559466362 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0015138844028115273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486371338367462 + ], + "opposite_logprob_tokens": [ + -1.2236371040344238 + ], + "logprob_reward": -0.3486371338367462, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486371338367462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19525714218616486, + 0.06049792096018791, + 0.07742571085691452, + 0.07287675142288208, + 0.04422152042388916, + 0.08582071214914322, + 0.028725389391183853, + 0.11807319521903992, + 0.25444695353507996, + 0.06265470385551453 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.3486371338367462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive freight train car with dark, weathered metal and deep orange and brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a tiny, vibrant green tendril pierce a crack in the train and rapidly grow into a tightly curled bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do luminous petals of fuchsia, electric blue, and sunny yellow unfurl to reveal a flower with a silky, translucent texture that glows from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do more of these vibrant flowers bloom along the train's seams as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that moves with the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255443036556244 + ], + "opposite_logprob_tokens": [ + -1.6005443334579468 + ], + "logprob_reward": -0.2255443036556244, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255443036556244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23570729792118073, + 0.06893697381019592, + 0.0771847516298294, + 0.2820654809474945, + 0.11513169854879379, + 0.05338584631681442, + 0.08224716037511826, + 0.02670961059629917, + 0.04401296377182007, + 0.014618247747421265 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.2255443036556244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_tensor([1328, 1328])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_tensor([1328, 1328])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2f685e21823910092208a162cbda84064bf439f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_tensor([1328, 1328])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, taken from high above, steadily focuses on the top of a wooden roof frame under construction. Several dark-skinned craftsmen, dressed in simple, coarse cloth, work in perfect harmony. The camera slowly zooms back and up, the movements smooth and deliberate. In the center of the frame, the craftsmen, their calloused hands, methodically untie bundles of golden, dry thatch, tightly bound with hemp rope. They carefully spread the thatch evenly across the dark brown log rafters. Another craftsman, using a wooden paddle, steadily and firmly presses the newly laid thatch layer by layer. The entire process is imbued with a sense of focused, tranquil ritual. Soft afternoon sunlight filters through the thin cloud layer, casting a warm hue over the scene, highlighting the dry, fibrous texture of the thatch and the natural grain of the wood. As the camera continues to zoom out, the full view of the hut gradually emerges. It is located on an open green meadow, with rolling green hills and dense forests behind it. The whole picture presents a tranquil and ancient atmosphere away from the hustle and bustle and in harmony with nature, full of the warmth of craftsmanship and the sense of precipitation of time.", + "seed": 17157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_1328_seed_17157_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09325619777664543, + "vlm_logprob": -0.09325619777664543, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.09325619777664543, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35861504077911377 + ], + "opposite_logprob_tokens": [ + -1.2336150407791138 + ], + "logprob_reward": -0.35861504077911377, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35861504077911377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5340027213096619, + 0.08316206187009811, + 0.06688090413808823, + 0.04213094711303711, + 0.09283982217311859, + 0.047332797199487686, + 0.01714492216706276, + 0.023278696462512016, + 0.025150040164589882, + 0.06807705014944077 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.35861504077911377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309171810746193 + ], + "opposite_logprob_tokens": [ + -3.1680917739868164 + ], + "logprob_reward": -0.04309171810746193, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309171810746193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.537294864654541, + 0.06712495535612106, + 0.04675129055976868, + 0.1321074664592743, + 0.06649824231863022, + 0.03189432993531227, + 0.013592979870736599, + 0.026423469185829163, + 0.016323473304510117, + 0.0619889460504055 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04309171810746193 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196846228092909 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196846228092909, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196846228092909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7341450452804565, + 0.04221983253955841, + 0.034033071249723434, + 0.041236069053411484, + 0.04833012446761131, + 0.024675320833921432, + 0.015596053563058376, + 0.012129181064665318, + 0.028191719204187393, + 0.019443510100245476 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003196846228092909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6844300031661987, + 0.04617687314748764, + 0.028761452063918114, + 0.05363905429840088, + 0.025244517251849174, + 0.0316682793200016, + 0.020977115258574486, + 0.021025540307164192, + 0.04372891038656235, + 0.04434823617339134 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023298904299736023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807847946882248 + ], + "opposite_logprob_tokens": [ + -3.288078546524048 + ], + "logprob_reward": -0.03807847946882248, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807847946882248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7614391446113586, + 0.017958419397473335, + 0.031799063086509705, + 0.044920194894075394, + 0.022568656131625175, + 0.018234161660075188, + 0.007244364358484745, + 0.00833612959831953, + 0.059399671852588654, + 0.02810012362897396 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.03807847946882248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, taken from high above, steadily focuses on the top of a wooden roof frame under construction. Several dark-skinned craftsmen, dressed in simple, coarse cloth, work in perfect harmony. The camera slowly zooms back and up, the movements smooth and deliberate. In the center of the frame, the craftsmen, their calloused hands, methodically untie bundles of golden, dry thatch, tightly bound with hemp rope. They carefully spread the thatch evenly across the dark brown log rafters. Another craftsman, using a wooden paddle, steadily and firmly presses the newly laid thatch layer by layer. The entire process is imbued with a sense of focused, tranquil ritual. Soft afternoon sunlight filters through the thin cloud layer, casting a warm hue over the scene, highlighting the dry, fibrous texture of the thatch and the natural grain of the wood. As the camera continues to zoom out, the full view of the hut gradually emerges. It is located on an open green meadow, with rolling green hills and dense forests behind it. The whole picture presents a tranquil and ancient atmosphere away from the hustle and bustle and in harmony with nature, full of the warmth of craftsmanship and the sense of precipitation of time.", + "seed": 17158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_1328_seed_17158_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0503201613901183, + "vlm_logprob": -0.0503201613901183, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.0503201613901183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20072053372859955 + ], + "opposite_logprob_tokens": [ + -1.8257205486297607 + ], + "logprob_reward": -0.20072053372859955, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20072053372859955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09889896959066391, + 0.05460302159190178, + 0.21320784091949463, + 0.031651031225919724, + 0.11715192347764969, + 0.0852169618010521, + 0.1407344490289688, + 0.046278852969408035, + 0.03744823858141899, + 0.17480871081352234 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.20072053372859955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821231961250305 + ], + "opposite_logprob_tokens": [ + -3.5298211574554443 + ], + "logprob_reward": -0.029821231961250305, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821231961250305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10629063844680786, + 0.033245425671339035, + 0.0731869637966156, + 0.06670846790075302, + 0.04008425027132034, + 0.05088603124022484, + 0.19282810389995575, + 0.2468070685863495, + 0.020962124690413475, + 0.16900090873241425 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.029821231961250305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00134151556994766 + ], + "opposite_logprob_tokens": [ + -6.626341342926025 + ], + "logprob_reward": -0.00134151556994766, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.00134151556994766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12033069878816605, + 0.08700644224882126, + 0.15231853723526, + 0.17339575290679932, + 0.161794975399971, + 0.06874533742666245, + 0.09873884916305542, + 0.029177680611610413, + 0.03317021578550339, + 0.0753215029835701 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.00134151556994766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649622090160847 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649622090160847, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649622090160847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11790215224027634, + 0.06975249201059341, + 0.15087509155273438, + 0.028535407036542892, + 0.04322468116879463, + 0.06154365465044975, + 0.21084606647491455, + 0.047481514513492584, + 0.05182533711194992, + 0.21801355481147766 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.008649622090160847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067903600633144 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067903600633144, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067903600633144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05374305322766304, + 0.03874962404370308, + 0.09494868665933609, + 0.04585567116737366, + 0.22173382341861725, + 0.027603378519415855, + 0.11907720565795898, + 0.08599071204662323, + 0.023703526705503464, + 0.2885943651199341 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.011067903600633144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, taken from high above, steadily focuses on the top of a wooden roof frame under construction. Several dark-skinned craftsmen, dressed in simple, coarse cloth, work in perfect harmony. The camera slowly zooms back and up, the movements smooth and deliberate. In the center of the frame, the craftsmen, their calloused hands, methodically untie bundles of golden, dry thatch, tightly bound with hemp rope. They carefully spread the thatch evenly across the dark brown log rafters. Another craftsman, using a wooden paddle, steadily and firmly presses the newly laid thatch layer by layer. The entire process is imbued with a sense of focused, tranquil ritual. Soft afternoon sunlight filters through the thin cloud layer, casting a warm hue over the scene, highlighting the dry, fibrous texture of the thatch and the natural grain of the wood. As the camera continues to zoom out, the full view of the hut gradually emerges. It is located on an open green meadow, with rolling green hills and dense forests behind it. The whole picture presents a tranquil and ancient atmosphere away from the hustle and bustle and in harmony with nature, full of the warmth of craftsmanship and the sense of precipitation of time.", + "seed": 17159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_1328_seed_17159_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07042116937227547, + "vlm_logprob": -0.07042116937227547, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.07042116937227547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29825788736343384 + ], + "opposite_logprob_tokens": [ + -1.423257827758789 + ], + "logprob_reward": -0.29825788736343384, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29825788736343384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2131957858800888, + 0.1363021433353424, + 0.11629881709814072, + 0.07083050161600113, + 0.10358358919620514, + 0.08736107498407364, + 0.047726064920425415, + 0.12389776855707169, + 0.05182115361094475, + 0.04898311197757721 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.29825788736343384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821231961250305 + ], + "opposite_logprob_tokens": [ + -3.5298211574554443 + ], + "logprob_reward": -0.029821231961250305, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821231961250305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061310697346925735, + 0.0631876215338707, + 0.5251988768577576, + 0.16513597965240479, + 0.013841627165675163, + 0.04637831076979637, + 0.015524828806519508, + 0.05344104394316673, + 0.01516926009207964, + 0.040811747312545776 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.029821231961250305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017143089789897203 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017143089789897203, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017143089789897203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21126781404018402, + 0.1358477771282196, + 0.1152363121509552, + 0.13468921184539795, + 0.05720454454421997, + 0.06962039321660995, + 0.05555345118045807, + 0.12812508642673492, + 0.03176474571228027, + 0.060690682381391525 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0017143089789897203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786365553736687 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786365553736687, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786365553736687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1559760719537735, + 0.08887592703104019, + 0.09878730028867722, + 0.054272815585136414, + 0.03910873830318451, + 0.08111860603094101, + 0.07537297904491425, + 0.2574097514152527, + 0.05614006891846657, + 0.09293770045042038 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.009786365553736687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012526053003966808 + ], + "opposite_logprob_tokens": [ + -4.387526035308838 + ], + "logprob_reward": -0.012526053003966808, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012526053003966808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36590003967285156, + 0.04557858780026436, + 0.10323069244623184, + 0.06311237066984177, + 0.02739511802792549, + 0.04173772782087326, + 0.10129070281982422, + 0.1434526890516281, + 0.05762530863285065, + 0.05067671835422516 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.012526053003966808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, taken from high above, steadily focuses on the top of a wooden roof frame under construction. Several dark-skinned craftsmen, dressed in simple, coarse cloth, work in perfect harmony. The camera slowly zooms back and up, the movements smooth and deliberate. In the center of the frame, the craftsmen, their calloused hands, methodically untie bundles of golden, dry thatch, tightly bound with hemp rope. They carefully spread the thatch evenly across the dark brown log rafters. Another craftsman, using a wooden paddle, steadily and firmly presses the newly laid thatch layer by layer. The entire process is imbued with a sense of focused, tranquil ritual. Soft afternoon sunlight filters through the thin cloud layer, casting a warm hue over the scene, highlighting the dry, fibrous texture of the thatch and the natural grain of the wood. As the camera continues to zoom out, the full view of the hut gradually emerges. It is located on an open green meadow, with rolling green hills and dense forests behind it. The whole picture presents a tranquil and ancient atmosphere away from the hustle and bustle and in harmony with nature, full of the warmth of craftsmanship and the sense of precipitation of time.", + "seed": 17160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_7/index_1328_seed_17160_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05772657762281597, + "vlm_logprob": -0.05772657762281597, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05772657762281597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19580131769180298 + ], + "opposite_logprob_tokens": [ + -1.8208012580871582 + ], + "logprob_reward": -0.19580131769180298, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19580131769180298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3175286650657654, + 0.01615048013627529, + 0.023132923990488052, + 0.014241195283830166, + 0.025120452046394348, + 0.2780200242996216, + 0.03414180129766464, + 0.04997328668832779, + 0.016379378736019135, + 0.22531172633171082 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.19580131769180298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308703541755676 + ], + "opposite_logprob_tokens": [ + -3.1680870056152344 + ], + "logprob_reward": -0.04308703541755676, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308703541755676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48453232645988464, + 0.03312836214900017, + 0.023764701560139656, + 0.06760856509208679, + 0.11741065233945847, + 0.09776099771261215, + 0.030087998136878014, + 0.09110020846128464, + 0.024234391748905182, + 0.030371833592653275 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04308703541755676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823535120114684 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.002823535120114684, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823535120114684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7806878685951233, + 0.01425281260162592, + 0.01820000633597374, + 0.01612442173063755, + 0.06750207394361496, + 0.020840413868427277, + 0.006555716507136822, + 0.022154485806822777, + 0.025608304888010025, + 0.028073975816369057 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.002823535120114684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590247586369514 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590247586369514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590247586369514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04917535185813904, + 0.028002042323350906, + 0.0367865152657032, + 0.04089714586734772, + 0.07676660269498825, + 0.4494118392467499, + 0.02348152920603752, + 0.05430636182427406, + 0.030948050320148468, + 0.21022464334964752 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.020590247586369514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle drone perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark-skinned craftsmen visible working on a wooden roof frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is golden dry thatch being untied and spread across dark brown log rafters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom back and up while remaining smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the hut located on an open green meadow with rolling green hills and dense forests in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026330752298235893 + ], + "opposite_logprob_tokens": [ + -3.6513307094573975 + ], + "logprob_reward": -0.026330752298235893, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026330752298235893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4709649085998535, + 0.03848877176642418, + 0.008906284347176552, + 0.011689572595059872, + 0.02272861823439598, + 0.10655814409255981, + 0.010657984763383865, + 0.11335620284080505, + 0.07920364290475845, + 0.13744589686393738 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.026330752298235893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_tensor([2517, 2517])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_tensor([2517, 2517])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1df7e172aca5c6d28d0f29ae622f74b667bac649 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_tensor([2517, 2517])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Beginning with a low-angle, wide shot, the camera slowly and majestically tilts upward from the roiling steel-gray sea, waves crashing violently against the base of a sheer cliff face. As the camera ascends, it reveals the dark, damp texture of jagged granite, with ancient evergreen trees perched precariously on the edge of the steep cliff. Their gnarled, thick roots, covered in a mat of damp moss, lie exposed, clawing at the stone like desperate claws from a centuries-long struggle for survival. These weathered pines twist and bend, their deeply cracked bark a mosaic of charcoal gray and dark brown, while their dense, deep green needles tremble in the relentless mist. The scene is illuminated by the dramatic, cold light of the late afternoon sun, which filters through a heavy ceiling of black, swirling storm clouds, casting long, deep shadows and highlighting the raw textures of rock and bark. The overall atmosphere is one of epic solitude, immense natural power, and intense, breathtaking beauty.", + "seed": 14535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_2517_seed_14535_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013608422316610812, + "vlm_logprob": -0.013608422316610812, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.013608422316610812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01688462309539318 + ], + "opposite_logprob_tokens": [ + -4.141884803771973 + ], + "logprob_reward": -0.01688462309539318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01688462309539318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17137879133224487, + 0.06716416776180267, + 0.058413125574588776, + 0.06955130398273468, + 0.1250649392604828, + 0.17162127792835236, + 0.07148768752813339, + 0.18792453408241272, + 0.04757949709892273, + 0.029814669862389565 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01688462309539318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268617533147335 + ], + "opposite_logprob_tokens": [ + -5.255268573760986 + ], + "logprob_reward": -0.005268617533147335, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268617533147335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1294214129447937, + 0.08298112452030182, + 0.08315011113882065, + 0.1724025160074234, + 0.16535335779190063, + 0.14273154735565186, + 0.041352782398462296, + 0.07256683707237244, + 0.05361343175172806, + 0.056426867842674255 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.005268617533147335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209050685167313 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209050685167313, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209050685167313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10286512225866318, + 0.08784258365631104, + 0.05496428906917572, + 0.15247642993927002, + 0.19728560745716095, + 0.11289449781179428, + 0.05356113240122795, + 0.09686925262212753, + 0.06212267279624939, + 0.07911836355924606 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.014209050685167313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592818036675453 + ], + "opposite_logprob_tokens": [ + -3.8955929279327393 + ], + "logprob_reward": -0.020592818036675453, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592818036675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06362748891115189, + 0.0249861441552639, + 0.07559438049793243, + 0.4801456332206726, + 0.04857959225773811, + 0.14397196471691132, + 0.028926949948072433, + 0.045127786695957184, + 0.06598265469074249, + 0.02305738441646099 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.020592818036675453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087002232670784 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011087002232670784, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087002232670784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0880059152841568, + 0.07677056640386581, + 0.07375127822160721, + 0.1652461737394333, + 0.09012392163276672, + 0.15878984332084656, + 0.09073270112276077, + 0.09119421988725662, + 0.08815529197454453, + 0.07723014056682587 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.011087002232670784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low-angle, wide shot, the camera slowly and majestically tilts upward from the roiling steel-gray sea, waves crashing violently against the base of a sheer cliff face. As the camera ascends, it reveals the dark, damp texture of jagged granite, with ancient evergreen trees perched precariously on the edge of the steep cliff. Their gnarled, thick roots, covered in a mat of damp moss, lie exposed, clawing at the stone like desperate claws from a centuries-long struggle for survival. These weathered pines twist and bend, their deeply cracked bark a mosaic of charcoal gray and dark brown, while their dense, deep green needles tremble in the relentless mist. The scene is illuminated by the dramatic, cold light of the late afternoon sun, which filters through a heavy ceiling of black, swirling storm clouds, casting long, deep shadows and highlighting the raw textures of rock and bark. The overall atmosphere is one of epic solitude, immense natural power, and intense, breathtaking beauty.", + "seed": 14536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_2517_seed_14536_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028644901979714633, + "vlm_logprob": -0.028644901979714633, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.028644901979714633, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023932967334985733 + ], + "opposite_logprob_tokens": [ + -3.773932933807373 + ], + "logprob_reward": -0.023932967334985733, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023932967334985733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292264312505722, + 0.20274503529071808, + 0.08086762577295303, + 0.02749445103108883, + 0.08611050993204117, + 0.044308435171842575, + 0.04314292594790459, + 0.052789121866226196, + 0.17053362727165222, + 0.16278183460235596 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.023932967334985733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270515102893114 + ], + "opposite_logprob_tokens": [ + -5.255270481109619 + ], + "logprob_reward": -0.005270515102893114, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270515102893114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06402438133955002, + 0.15285830199718475, + 0.0692007914185524, + 0.034683533012866974, + 0.2874488830566406, + 0.0420745350420475, + 0.04062981531023979, + 0.0624580942094326, + 0.08347272872924805, + 0.16314886510372162 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.005270515102893114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372829779982567 + ], + "opposite_logprob_tokens": [ + -3.4087283611297607 + ], + "logprob_reward": -0.03372829779982567, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372829779982567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05914263054728508, + 0.08171264082193375, + 0.03676655516028404, + 0.02148342877626419, + 0.3021891415119171, + 0.021505067124962807, + 0.06880007684230804, + 0.21285811066627502, + 0.0791919007897377, + 0.1163504496216774 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.03372829779982567 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620870478451252 + ], + "opposite_logprob_tokens": [ + -2.812087059020996 + ], + "logprob_reward": -0.0620870478451252, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620870478451252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0665973648428917, + 0.333311527967453, + 0.04802367091178894, + 0.030712276697158813, + 0.09997417032718658, + 0.04854118451476097, + 0.05410367250442505, + 0.12579774856567383, + 0.059525541961193085, + 0.13341283798217773 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.0620870478451252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205681815743446 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205681815743446, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205681815743446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08611390739679337, + 0.13209645450115204, + 0.06645633280277252, + 0.022518906742334366, + 0.0571221262216568, + 0.07777075469493866, + 0.09428205341100693, + 0.08767002820968628, + 0.10479149222373962, + 0.2711780071258545 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.018205681815743446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low-angle, wide shot, the camera slowly and majestically tilts upward from the roiling steel-gray sea, waves crashing violently against the base of a sheer cliff face. As the camera ascends, it reveals the dark, damp texture of jagged granite, with ancient evergreen trees perched precariously on the edge of the steep cliff. Their gnarled, thick roots, covered in a mat of damp moss, lie exposed, clawing at the stone like desperate claws from a centuries-long struggle for survival. These weathered pines twist and bend, their deeply cracked bark a mosaic of charcoal gray and dark brown, while their dense, deep green needles tremble in the relentless mist. The scene is illuminated by the dramatic, cold light of the late afternoon sun, which filters through a heavy ceiling of black, swirling storm clouds, casting long, deep shadows and highlighting the raw textures of rock and bark. The overall atmosphere is one of epic solitude, immense natural power, and intense, breathtaking beauty.", + "seed": 14537, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_2517_seed_14537_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012492335680872203, + "vlm_logprob": -0.012492335680872203, + "vlm_yes_no_margin": 4.749999952316284, + "vlm_token_credit": -0.012492335680872203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01858874224126339 + ], + "opposite_logprob_tokens": [ + -4.018588542938232 + ], + "logprob_reward": -0.01858874224126339, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01858874224126339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5676978826522827, + 0.05275745689868927, + 0.05380349978804588, + 0.057166747748851776, + 0.04913732782006264, + 0.04564180597662926, + 0.0473124198615551, + 0.06928037852048874, + 0.03875628858804703, + 0.018446210771799088 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.01858874224126339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032049263827502728 + ], + "opposite_logprob_tokens": [ + -5.753204822540283 + ], + "logprob_reward": -0.0032049263827502728, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032049263827502728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2765270173549652, + 0.07045949250459671, + 0.09463778138160706, + 0.10952220112085342, + 0.07817281037569046, + 0.04655914008617401, + 0.1216752827167511, + 0.15071241557598114, + 0.026441816240549088, + 0.02529202774167061 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0032049263827502728 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410179328173399 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.00410179328173399, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410179328173399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4389611482620239, + 0.14122247695922852, + 0.04749787971377373, + 0.084492988884449, + 0.04827515035867691, + 0.06957697123289108, + 0.053049955517053604, + 0.044873129576444626, + 0.016530588269233704, + 0.055519722402095795 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00410179328173399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819844290614128 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819844290614128, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819844290614128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2645663321018219, + 0.061793357133865356, + 0.12055956572294235, + 0.14963069558143616, + 0.131834477186203, + 0.14801745116710663, + 0.02883327379822731, + 0.03649473562836647, + 0.04276604577898979, + 0.015504013746976852 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.029819844290614128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746372207999229 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746372207999229, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746372207999229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47915545105934143, + 0.05744697526097298, + 0.057151757180690765, + 0.043879106640815735, + 0.044177327305078506, + 0.07145475596189499, + 0.08698883652687073, + 0.06345084309577942, + 0.017846321687102318, + 0.07844851911067963 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.006746372207999229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low-angle, wide shot, the camera slowly and majestically tilts upward from the roiling steel-gray sea, waves crashing violently against the base of a sheer cliff face. As the camera ascends, it reveals the dark, damp texture of jagged granite, with ancient evergreen trees perched precariously on the edge of the steep cliff. Their gnarled, thick roots, covered in a mat of damp moss, lie exposed, clawing at the stone like desperate claws from a centuries-long struggle for survival. These weathered pines twist and bend, their deeply cracked bark a mosaic of charcoal gray and dark brown, while their dense, deep green needles tremble in the relentless mist. The scene is illuminated by the dramatic, cold light of the late afternoon sun, which filters through a heavy ceiling of black, swirling storm clouds, casting long, deep shadows and highlighting the raw textures of rock and bark. The overall atmosphere is one of epic solitude, immense natural power, and intense, breathtaking beauty.", + "seed": 14538, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_8/index_2517_seed_14538_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012902377266436815, + "vlm_logprob": -0.012902377266436815, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.012902377266436815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020974496379494667 + ], + "opposite_logprob_tokens": [ + -3.8959743976593018 + ], + "logprob_reward": -0.020974496379494667, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020974496379494667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05367417633533478, + 0.01152065396308899, + 0.03746854513883591, + 0.016800010576844215, + 0.030043022707104683, + 0.6503795385360718, + 0.009844752959907055, + 0.027936335653066635, + 0.14330339431762695, + 0.019029565155506134 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.020974496379494667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748858839273453 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748858839273453, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748858839273453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03297282010316849, + 0.04250744357705116, + 0.05444373935461044, + 0.023752640932798386, + 0.010857941582798958, + 0.7666038870811462, + 0.014253676868975163, + 0.02435101568698883, + 0.015929128974676132, + 0.014327751472592354 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.006748858839273453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744596175849438 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744596175849438, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744596175849438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027815282344818115, + 0.026175234466791153, + 0.06885422766208649, + 0.013698038645088673, + 0.015882473438978195, + 0.725728452205658, + 0.039473943412303925, + 0.030515464022755623, + 0.04100116342306137, + 0.010855689644813538 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.006744596175849438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016242574900388718, + 0.012925121933221817, + 0.031217049807310104, + 0.017782902345061302, + 0.032799579203128815, + 0.7979557514190674, + 0.030275870114564896, + 0.020059816539287567, + 0.02570122666656971, + 0.015040140599012375 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.023301351815462112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle, wide shot of a roiling steel-gray sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the sea to reveal a sheer cliff face with jagged granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient evergreen trees visible perched on the cliff edge with exposed roots covered in damp moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cold late afternoon sun filtering through black, swirling storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the trees display deeply cracked bark in charcoal gray and dark brown with dense, deep green needles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742583122104406 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742583122104406, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742583122104406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07069137692451477, + 0.0281076580286026, + 0.07690329104661942, + 0.02333761192858219, + 0.01816723123192787, + 0.5825208425521851, + 0.04956628382205963, + 0.037371717393398285, + 0.09505219757556915, + 0.018281783908605576 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.006742583122104406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_tensor([4207, 4207])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_tensor([4207, 4207])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1e178263e59048390ceab7b630a611f993eb78e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_tensor([4207, 4207])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, dramatic long shot captures the vast and opulent hall of the luxurious indoor swimming pool at deep twilight. The pool's turquoise waters are perfectly still, their mirror-like surface reflecting warm, subtle rising light from fixtures on the polished marble deck. The atmosphere is one of profound tranquility and quiet grandeur, nestled within the grand space's soaring, vaulted ceiling. This serene stillness is violently shattered as a massive, multi-layered crystal chandelier, composed of thousands of meticulously cut glass prisms mounted in an ornate gilded brass frame, plummets from the ceiling. The moment it collides with the water, the impact is an explosive spectacle, the tranquil surface erupting in a spectacular, chaotic plume of white spray. Countless crystal shards simultaneously blast outward, catching the warm glow like a cloud of shimmering shrapnel, transforming the scene from tranquil beauty to shocking, violent, and breathtaking destruction.", + "seed": 16823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_4207_seed_16823_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006372793554328382, + "vlm_logprob": -0.006372793554328382, + "vlm_yes_no_margin": 5.875, + "vlm_token_credit": -0.006372793554328382, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008937591686844826 + ], + "opposite_logprob_tokens": [ + -5.008937358856201 + ], + "logprob_reward": -0.008937591686844826, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008937591686844826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1085357740521431, + 0.05339052155613899, + 0.3319159746170044, + 0.026118503883481026, + 0.17982317507266998, + 0.04892276972532272, + 0.02330681122839451, + 0.07363981753587723, + 0.022483790293335915, + 0.13186287879943848 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.008937591686844826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821024715900421 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.01821024715900421, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821024715900421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11400025337934494, + 0.11227481067180634, + 0.18538020551204681, + 0.059691984206438065, + 0.10148424655199051, + 0.12414084374904633, + 0.030663328245282173, + 0.11274038255214691, + 0.023171113803982735, + 0.1364527940750122 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.01821024715900421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00221055606380105 + ], + "opposite_logprob_tokens": [ + -6.12721061706543 + ], + "logprob_reward": -0.00221055606380105, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00221055606380105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17253151535987854, + 0.09500674903392792, + 0.14024265110492706, + 0.11230894923210144, + 0.07935645431280136, + 0.1270604133605957, + 0.035913143306970596, + 0.07008194178342819, + 0.068268321454525, + 0.09922990202903748 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00221055606380105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003040566807612777 + ], + "opposite_logprob_tokens": [ + -8.125304222106934 + ], + "logprob_reward": -0.0003040566807612777, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0003040566807612777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14817823469638824, + 0.057851579040288925, + 0.11268667131662369, + 0.07887682318687439, + 0.06141970679163933, + 0.11821812391281128, + 0.04490799456834793, + 0.19055797159671783, + 0.056571051478385925, + 0.13073179125785828 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0003040566807612777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201516181230545 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.002201516181230545, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201516181230545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22097115218639374, + 0.04950324073433876, + 0.10560578107833862, + 0.06814516335725784, + 0.05390743166208267, + 0.18567952513694763, + 0.037821557372808456, + 0.10347455739974976, + 0.038413237780332565, + 0.13647831976413727 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.002201516181230545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, dramatic long shot captures the vast and opulent hall of the luxurious indoor swimming pool at deep twilight. The pool's turquoise waters are perfectly still, their mirror-like surface reflecting warm, subtle rising light from fixtures on the polished marble deck. The atmosphere is one of profound tranquility and quiet grandeur, nestled within the grand space's soaring, vaulted ceiling. This serene stillness is violently shattered as a massive, multi-layered crystal chandelier, composed of thousands of meticulously cut glass prisms mounted in an ornate gilded brass frame, plummets from the ceiling. The moment it collides with the water, the impact is an explosive spectacle, the tranquil surface erupting in a spectacular, chaotic plume of white spray. Countless crystal shards simultaneously blast outward, catching the warm glow like a cloud of shimmering shrapnel, transforming the scene from tranquil beauty to shocking, violent, and breathtaking destruction.", + "seed": 16824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_4207_seed_16824_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012502321234205738, + "vlm_logprob": -0.012502321234205738, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.012502321234205738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0175794567912817 + ], + "opposite_logprob_tokens": [ + -4.142579555511475 + ], + "logprob_reward": -0.0175794567912817, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0175794567912817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11725917458534241, + 0.03979038447141647, + 0.05693841725587845, + 0.16728121042251587, + 0.09706953912973404, + 0.2933058440685272, + 0.029886772856116295, + 0.13098661601543427, + 0.04295860230922699, + 0.024523437023162842 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0175794567912817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814205154776573 + ], + "opposite_logprob_tokens": [ + -3.288141965866089 + ], + "logprob_reward": -0.03814205154776573, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814205154776573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25148090720176697, + 0.05810009688138962, + 0.036656688898801804, + 0.036760684102773666, + 0.04152257740497589, + 0.09493806958198547, + 0.07759040594100952, + 0.23808442056179047, + 0.04549933969974518, + 0.11936675757169724 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.03814205154776573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001191501971334219 + ], + "opposite_logprob_tokens": [ + -6.75119161605835 + ], + "logprob_reward": -0.001191501971334219, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001191501971334219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23676779866218567, + 0.03881790116429329, + 0.09533805400133133, + 0.08142487704753876, + 0.06334644556045532, + 0.12515875697135925, + 0.08591538667678833, + 0.167253777384758, + 0.060538507997989655, + 0.04543858394026756 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.001191501971334219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003424296446610242 + ], + "opposite_logprob_tokens": [ + -8.00034236907959 + ], + "logprob_reward": -0.0003424296446610242, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.0003424296446610242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16933152079582214, + 0.03762771189212799, + 0.10003986209630966, + 0.02563205175101757, + 0.05387777462601662, + 0.1515880972146988, + 0.05658762902021408, + 0.30802056193351746, + 0.043337974697351456, + 0.05395682901144028 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0003424296446610242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256166215986013 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256166215986013, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256166215986013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631115823984146, + 0.032930947840213776, + 0.058069948107004166, + 0.09206698834896088, + 0.07716143131256104, + 0.2161058634519577, + 0.09691247344017029, + 0.15745273232460022, + 0.040653347969055176, + 0.06553464382886887 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005256166215986013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, dramatic long shot captures the vast and opulent hall of the luxurious indoor swimming pool at deep twilight. The pool's turquoise waters are perfectly still, their mirror-like surface reflecting warm, subtle rising light from fixtures on the polished marble deck. The atmosphere is one of profound tranquility and quiet grandeur, nestled within the grand space's soaring, vaulted ceiling. This serene stillness is violently shattered as a massive, multi-layered crystal chandelier, composed of thousands of meticulously cut glass prisms mounted in an ornate gilded brass frame, plummets from the ceiling. The moment it collides with the water, the impact is an explosive spectacle, the tranquil surface erupting in a spectacular, chaotic plume of white spray. Countless crystal shards simultaneously blast outward, catching the warm glow like a cloud of shimmering shrapnel, transforming the scene from tranquil beauty to shocking, violent, and breathtaking destruction.", + "seed": 16825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_4207_seed_16825_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0032361373770982025, + "vlm_logprob": -0.0032361373770982025, + "vlm_yes_no_margin": 6.425, + "vlm_token_credit": -0.0032361373770982025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038558910600841045 + ], + "opposite_logprob_tokens": [ + -6.8788557052612305 + ], + "logprob_reward": -0.0038558910600841045, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0038558910600841045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06516005843877792, + 0.014270756393671036, + 0.016289668157696724, + 0.03201429173350334, + 0.015634411945939064, + 0.01547713577747345, + 0.7484124898910522, + 0.040007006376981735, + 0.028701983392238617, + 0.024032246321439743 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0038558910600841045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005276088137179613 + ], + "opposite_logprob_tokens": [ + -5.255276203155518 + ], + "logprob_reward": -0.005276088137179613, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005276088137179613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634420692920685, + 0.019697092473506927, + 0.012021174654364586, + 0.025190314278006554, + 0.009145976975560188, + 0.01702706888318062, + 0.7178840637207031, + 0.08747828006744385, + 0.019759401679039, + 0.015452415682375431 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.005276088137179613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015248350100591779 + ], + "opposite_logprob_tokens": [ + -6.501524925231934 + ], + "logprob_reward": -0.0015248350100591779, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015248350100591779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03389682620763779, + 0.007568827830255032, + 0.010418280959129333, + 0.015007223933935165, + 0.010580862872302532, + 0.01592281647026539, + 0.7819057703018188, + 0.05817040801048279, + 0.02704974077641964, + 0.03947921842336655 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0015248350100591779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0002673506969586015 + ], + "opposite_logprob_tokens": [ + -8.250267028808594 + ], + "logprob_reward": -0.0002673506969586015, + "yes_no_margin_reward": 8.25, + "token_credit_reward": -0.0002673506969586015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0148348743095994, + 0.010089226998388767, + 0.009234211407601833, + 0.012893026694655418, + 0.01714487373828888, + 0.025213422253727913, + 0.8321241140365601, + 0.0575948990881443, + 0.00909437332302332, + 0.011776945553719997 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.0002673506969586015 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052565219812095165 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052565219812095165, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052565219812095165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1014339029788971, + 0.057161424309015274, + 0.060831643640995026, + 0.14604121446609497, + 0.053367920219898224, + 0.147530198097229, + 0.18055564165115356, + 0.1370672583580017, + 0.06216813623905182, + 0.0538427010178566 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.0052565219812095165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, dramatic long shot captures the vast and opulent hall of the luxurious indoor swimming pool at deep twilight. The pool's turquoise waters are perfectly still, their mirror-like surface reflecting warm, subtle rising light from fixtures on the polished marble deck. The atmosphere is one of profound tranquility and quiet grandeur, nestled within the grand space's soaring, vaulted ceiling. This serene stillness is violently shattered as a massive, multi-layered crystal chandelier, composed of thousands of meticulously cut glass prisms mounted in an ornate gilded brass frame, plummets from the ceiling. The moment it collides with the water, the impact is an explosive spectacle, the tranquil surface erupting in a spectacular, chaotic plume of white spray. Countless crystal shards simultaneously blast outward, catching the warm glow like a cloud of shimmering shrapnel, transforming the scene from tranquil beauty to shocking, violent, and breathtaking destruction.", + "seed": 16826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000235/group_9/index_4207_seed_16826_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0024828726949635894, + "vlm_logprob": -0.0024828726949635894, + "vlm_yes_no_margin": 6.725, + "vlm_token_credit": -0.0024828726949635894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011941214324906468 + ], + "opposite_logprob_tokens": [ + -7.876194000244141 + ], + "logprob_reward": -0.0011941214324906468, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0011941214324906468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14170147478580475, + 0.07689866423606873, + 0.04147624224424362, + 0.05576713755726814, + 0.038634415715932846, + 0.07896007597446442, + 0.13961654901504517, + 0.20250476896762848, + 0.14173071086406708, + 0.08270997554063797 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0011941214324906468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052670761942863464 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.0052670761942863464, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052670761942863464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09380970150232315, + 0.04405432939529419, + 0.08570575714111328, + 0.12521164119243622, + 0.04926401004195213, + 0.032447896897792816, + 0.09010492265224457, + 0.11669657379388809, + 0.22101157903671265, + 0.14169356226921082 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.0052670761942863464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001050040009431541 + ], + "opposite_logprob_tokens": [ + -6.876049995422363 + ], + "logprob_reward": -0.001050040009431541, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001050040009431541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04797108843922615, + 0.07438325136899948, + 0.02552000805735588, + 0.2126336395740509, + 0.04798927158117294, + 0.0479055754840374, + 0.0834117904305458, + 0.04641532897949219, + 0.28626513481140137, + 0.12750491499900818 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.001050040009431541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00026675479602999985 + ], + "opposite_logprob_tokens": [ + -8.250267028808594 + ], + "logprob_reward": -0.00026675479602999985, + "yes_no_margin_reward": 8.25, + "token_credit_reward": -0.00026675479602999985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0611736960709095, + 0.08346141129732132, + 0.03387794643640518, + 0.03949720785021782, + 0.03225402906537056, + 0.09791505336761475, + 0.14622348546981812, + 0.16247807443141937, + 0.08897992968559265, + 0.2541391849517822 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.00026675479602999985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a luxurious indoor swimming pool hall with a polished marble deck and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pool water turquoise and perfectly still before the event occurs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive multi-layered crystal chandelier with an ornate gilded brass frame fall from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chandelier collide with the water causing an explosive plume of white spray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless crystal shards blast outward from the impact point catching the warm light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046363710425794125 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.0046363710425794125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046363710425794125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06831961870193481, + 0.0369691401720047, + 0.021822845563292503, + 0.15825273096561432, + 0.0380910262465477, + 0.09875335544347763, + 0.059860266745090485, + 0.07023292779922485, + 0.18309621512889862, + 0.26460185647010803 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.0046363710425794125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_tensor([7344, 7344])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_tensor([7344, 7344])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4ead81ff1f2223fa31191395a94b6e48bcc0375b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_tensor([7344, 7344])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed, low-angle sports documentary shot, framed at a dramatically tilted Dutch angle, tracks the movements of young gymnast Suzuki, a composition that dramatically heightens the film's inherent tension. Under the bright, cold lights of the gymnastics hall, she lies at the center of a vast expanse of blue gymnastics mats, struggling to execute a demanding sweeping somersault. Her jet-black hair is drenched in sweat, with strands clinging to her forehead and temples. Beads of sweat trickle down her taut jawline, gleaming in the light. She wears a tight, dark blue, shimmering gymnastics suit, tightly hugging her muscular form, defined by her years of training. Captured by the high-speed camera, every contraction, every thrust, and every rotation of her body is clearly visible. Her movements are swift and powerful, as if she's waging a silent battle against gravity. Her eyes were fixed on the front, burning with an indomitable fighting spirit, her brows were furrowed, her teeth were clenched, and her entire facial expression was a true portrayal of extreme concentration and huge physical exertion, creating a breathtaking competitive atmosphere full of raw power and determination.", + "seed": 23074, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_7344_seed_23074_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13066982347518205, + "vlm_logprob": -0.13066982347518205, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.13066982347518205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5810621380805969 + ], + "opposite_logprob_tokens": [ + -0.8310621380805969 + ], + "logprob_reward": -0.5810621380805969, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5810621380805969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049104273319244385, + 0.09617125242948532, + 0.22203050553798676, + 0.06685832142829895, + 0.022950200363993645, + 0.02382132224738598, + 0.016095951199531555, + 0.41628164052963257, + 0.02933928556740284, + 0.057347189635038376 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.5810621380805969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020631937310099602 + ], + "opposite_logprob_tokens": [ + -3.895632028579712 + ], + "logprob_reward": -0.020631937310099602, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020631937310099602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06953164935112, + 0.03402365371584892, + 0.3665987551212311, + 0.03069482371211052, + 0.03188423812389374, + 0.06254160404205322, + 0.04544593393802643, + 0.29348722100257874, + 0.021581506356596947, + 0.044210631400346756 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.020631937310099602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642672397196293 + ], + "opposite_logprob_tokens": [ + -4.88264274597168 + ], + "logprob_reward": -0.007642672397196293, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642672397196293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0662403330206871, + 0.0947132334113121, + 0.23991575837135315, + 0.04503036290407181, + 0.032576534897089005, + 0.02414906583726406, + 0.033533334732055664, + 0.34025299549102783, + 0.042959850281476974, + 0.08062848448753357 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.007642672397196293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12951529026031494, + 0.03945813700556755, + 0.21069346368312836, + 0.13667647540569305, + 0.12574981153011322, + 0.047579437494277954, + 0.018970567733049393, + 0.2090706080198288, + 0.03412909805774689, + 0.048157110810279846 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801908880472183 + ], + "opposite_logprob_tokens": [ + -3.529801845550537 + ], + "logprob_reward": -0.029801908880472183, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801908880472183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11330001801252365, + 0.07501399517059326, + 0.221192866563797, + 0.03231455758213997, + 0.08156707137823105, + 0.05741162225604057, + 0.04174431413412094, + 0.24957318603992462, + 0.062393996864557266, + 0.06548840552568436 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.029801908880472183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, low-angle sports documentary shot, framed at a dramatically tilted Dutch angle, tracks the movements of young gymnast Suzuki, a composition that dramatically heightens the film's inherent tension. Under the bright, cold lights of the gymnastics hall, she lies at the center of a vast expanse of blue gymnastics mats, struggling to execute a demanding sweeping somersault. Her jet-black hair is drenched in sweat, with strands clinging to her forehead and temples. Beads of sweat trickle down her taut jawline, gleaming in the light. She wears a tight, dark blue, shimmering gymnastics suit, tightly hugging her muscular form, defined by her years of training. Captured by the high-speed camera, every contraction, every thrust, and every rotation of her body is clearly visible. Her movements are swift and powerful, as if she's waging a silent battle against gravity. Her eyes were fixed on the front, burning with an indomitable fighting spirit, her brows were furrowed, her teeth were clenched, and her entire facial expression was a true portrayal of extreme concentration and huge physical exertion, creating a breathtaking competitive atmosphere full of raw power and determination.", + "seed": 23075, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_7344_seed_23075_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21257137935608625, + "vlm_logprob": -0.21257137935608625, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.21257137935608625, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9783716797828674 + ], + "opposite_logprob_tokens": [ + -0.47837167978286743 + ], + "logprob_reward": -0.9783716797828674, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9783716797828674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1487652212381363, + 0.08098074793815613, + 0.09787356853485107, + 0.09442819654941559, + 0.13702118396759033, + 0.04297185689210892, + 0.1417229175567627, + 0.14871390163898468, + 0.023910922929644585, + 0.08361145853996277 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.9783716797828674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029844719916582108 + ], + "opposite_logprob_tokens": [ + -3.5298447608947754 + ], + "logprob_reward": -0.029844719916582108, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029844719916582108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04974127188324928, + 0.0477973148226738, + 0.08967319130897522, + 0.11950598657131195, + 0.09772346913814545, + 0.07980336248874664, + 0.3356998860836029, + 0.06722572445869446, + 0.02218734286725521, + 0.09064247459173203 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.029844719916582108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07796605676412582, + 0.20004156231880188, + 0.11224934458732605, + 0.16017286479473114, + 0.04718935117125511, + 0.10794166475534439, + 0.10717986524105072, + 0.07430508732795715, + 0.027400201186537743, + 0.08555398881435394 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747319363057613 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747319363057613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747319363057613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06722775101661682, + 0.30080610513687134, + 0.04864908382296562, + 0.07284171134233475, + 0.1573505848646164, + 0.03696221485733986, + 0.18090546131134033, + 0.02053140290081501, + 0.030384615063667297, + 0.0843411311507225 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.006747319363057613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380990207195282 + ], + "opposite_logprob_tokens": [ + -3.2880990505218506 + ], + "logprob_reward": -0.0380990207195282, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380990207195282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0694955438375473, + 0.06521910429000854, + 0.0651506558060646, + 0.09872177243232727, + 0.25664135813713074, + 0.04535535350441933, + 0.26242175698280334, + 0.028707750141620636, + 0.015397473238408566, + 0.0928892195224762 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.0380990207195282 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, low-angle sports documentary shot, framed at a dramatically tilted Dutch angle, tracks the movements of young gymnast Suzuki, a composition that dramatically heightens the film's inherent tension. Under the bright, cold lights of the gymnastics hall, she lies at the center of a vast expanse of blue gymnastics mats, struggling to execute a demanding sweeping somersault. Her jet-black hair is drenched in sweat, with strands clinging to her forehead and temples. Beads of sweat trickle down her taut jawline, gleaming in the light. She wears a tight, dark blue, shimmering gymnastics suit, tightly hugging her muscular form, defined by her years of training. Captured by the high-speed camera, every contraction, every thrust, and every rotation of her body is clearly visible. Her movements are swift and powerful, as if she's waging a silent battle against gravity. Her eyes were fixed on the front, burning with an indomitable fighting spirit, her brows were furrowed, her teeth were clenched, and her entire facial expression was a true portrayal of extreme concentration and huge physical exertion, creating a breathtaking competitive atmosphere full of raw power and determination.", + "seed": 23076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_7344_seed_23076_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20614364482462405, + "vlm_logprob": -0.20614364482462405, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.20614364482462405, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9808523058891296 + ], + "opposite_logprob_tokens": [ + -0.48085230588912964 + ], + "logprob_reward": -0.9808523058891296, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9808523058891296, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24317841231822968, + 0.08118546009063721, + 0.18108665943145752, + 0.03679473698139191, + 0.03587427735328674, + 0.0890250951051712, + 0.062129825353622437, + 0.07246541231870651, + 0.1511361300945282, + 0.04712396115064621 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.9808523058891296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01259456668049097 + ], + "opposite_logprob_tokens": [ + -4.387594699859619 + ], + "logprob_reward": -0.01259456668049097, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01259456668049097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030787194147706032, + 0.07573841512203217, + 0.03458646312355995, + 0.02040373533964157, + 0.04812193661928177, + 0.05520111322402954, + 0.06881966441869736, + 0.053994789719581604, + 0.5860797166824341, + 0.026266874745488167 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.01259456668049097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146153062582016, + 0.12203347682952881, + 0.33546414971351624, + 0.05476030707359314, + 0.05423953756690025, + 0.04894310235977173, + 0.09638553112745285, + 0.02133440040051937, + 0.06537175178527832, + 0.055314622819423676 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552070431411266 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552070431411266, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552070431411266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0583932027220726, + 0.02547123283147812, + 0.6769831776618958, + 0.01937543787062168, + 0.02416655421257019, + 0.033296581357717514, + 0.018815141171216965, + 0.033153731375932693, + 0.08633697032928467, + 0.024007979780435562 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.012552070431411266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606954075396061 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.01606954075396061, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606954075396061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12261980772018433, + 0.05900457873940468, + 0.14274494349956512, + 0.058958474546670914, + 0.045504212379455566, + 0.060114964842796326, + 0.07325375825166702, + 0.023637831211090088, + 0.14532575011253357, + 0.2688356339931488 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.01606954075396061 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, low-angle sports documentary shot, framed at a dramatically tilted Dutch angle, tracks the movements of young gymnast Suzuki, a composition that dramatically heightens the film's inherent tension. Under the bright, cold lights of the gymnastics hall, she lies at the center of a vast expanse of blue gymnastics mats, struggling to execute a demanding sweeping somersault. Her jet-black hair is drenched in sweat, with strands clinging to her forehead and temples. Beads of sweat trickle down her taut jawline, gleaming in the light. She wears a tight, dark blue, shimmering gymnastics suit, tightly hugging her muscular form, defined by her years of training. Captured by the high-speed camera, every contraction, every thrust, and every rotation of her body is clearly visible. Her movements are swift and powerful, as if she's waging a silent battle against gravity. Her eyes were fixed on the front, burning with an indomitable fighting spirit, her brows were furrowed, her teeth were clenched, and her entire facial expression was a true portrayal of extreme concentration and huge physical exertion, creating a breathtaking competitive atmosphere full of raw power and determination.", + "seed": 23077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_0/index_7344_seed_23077_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10507478341460227, + "vlm_logprob": -0.10507478341460227, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.10507478341460227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4791654050350189 + ], + "opposite_logprob_tokens": [ + -0.9791654348373413 + ], + "logprob_reward": -0.4791654050350189, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4791654050350189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08093017339706421, + 0.04442242532968521, + 0.08901616930961609, + 0.03061739355325699, + 0.1370381861925125, + 0.05938012897968292, + 0.40487661957740784, + 0.03292066976428032, + 0.08894436061382294, + 0.03185384348034859 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.4791654050350189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007659589406102896 + ], + "opposite_logprob_tokens": [ + -4.882659435272217 + ], + "logprob_reward": -0.007659589406102896, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007659589406102896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43579545617103577, + 0.039392612874507904, + 0.03729192540049553, + 0.12786060571670532, + 0.023222029209136963, + 0.048252496868371964, + 0.14072489738464355, + 0.04917631298303604, + 0.06995459645986557, + 0.02832905575633049 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.007659589406102896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632853463292122 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632853463292122, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632853463292122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21701973676681519, + 0.10505158454179764, + 0.06030292436480522, + 0.09094870090484619, + 0.1270974576473236, + 0.11140342056751251, + 0.030862033367156982, + 0.106528140604496, + 0.08106738328933716, + 0.06971858441829681 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.007632853463292122 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763498293235898 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.00763498293235898, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763498293235898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2374533861875534, + 0.03428812697529793, + 0.06250374764204025, + 0.04118822142481804, + 0.08200819790363312, + 0.03328455984592438, + 0.051919255405664444, + 0.30460140109062195, + 0.08981470763683319, + 0.06293842941522598 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.00763498293235898 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young gymnast named Suzuki?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a tight, dark blue, shimmering gymnastics suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast executing a sweeping somersault on blue gymnastics mats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the gymnast's hair jet-black, drenched in sweat, with beads trickling down her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed at a dramatically tilted Dutch angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328108623623848 + ], + "opposite_logprob_tokens": [ + -3.7732810974121094 + ], + "logprob_reward": -0.02328108623623848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328108623623848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14367720484733582, + 0.08314596861600876, + 0.06719843298196793, + 0.07286693155765533, + 0.23650743067264557, + 0.04530007019639015, + 0.018835660070180893, + 0.14700590074062347, + 0.059715189039707184, + 0.12574715912342072 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.02328108623623848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_tensor([4515, 4515])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_tensor([4515, 4515])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..341de0e087515bd27ca61c1e87f25258de8d63ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_tensor([4515, 4515])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An exquisite macro time-lapse shot, captured at an extremely low angle close to the ground, captures the miracle of a seed blossoming. The lens remains stationary, its focus precisely locked on the rich, dark brown, moist, and grainy soil. The background, blurred by a shallow depth of field, is a soft patch of brown and green light. Under the soft, evenly diffused light, a barely perceptible crack appears on the surface of the soil. Then, a tender green, earthy-scented germ, steadily and slowly, rises upward, struggling to break through the surface. As it continues to unfold, two delicate, almost translucent cotyledons unfold from their curled-up state, their leaves covered with delicate veins and adorned with a few shimmering drops of water. The entire process is imbued with a quiet yet powerful vitality, and the fresh, natural tones create a tranquil yet deeply moving atmosphere of hope, renewal, and perseverance.", + "seed": 225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_4515_seed_225_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006551063060760498, + "vlm_logprob": -0.006551063060760498, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.006551063060760498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01301967166364193 + ], + "opposite_logprob_tokens": [ + -4.513019561767578 + ], + "logprob_reward": -0.01301967166364193, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01301967166364193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10954071581363678, + 0.041149385273456573, + 0.05286324396729469, + 0.08552864193916321, + 0.05579289048910141, + 0.05758526548743248, + 0.1593150943517685, + 0.3687944710254669, + 0.053140804171562195, + 0.01628948748111725 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.01301967166364193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015207880642265081 + ], + "opposite_logprob_tokens": [ + -6.50152063369751 + ], + "logprob_reward": -0.0015207880642265081, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015207880642265081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4617627263069153, + 0.05843415483832359, + 0.11304783821105957, + 0.051146961748600006, + 0.04335552453994751, + 0.056073147803545, + 0.05693629011511803, + 0.08874005079269409, + 0.0387851744890213, + 0.031718093901872635 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0015207880642265081 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083347722887993 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083347722887993, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083347722887993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2150648981332779, + 0.10576685518026352, + 0.11132091283798218, + 0.10886842012405396, + 0.15179942548274994, + 0.05366412550210953, + 0.09126253426074982, + 0.1273396760225296, + 0.020024016499519348, + 0.014889159239828587 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.011083347722887993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18642129004001617, + 0.03762953355908394, + 0.03672122582793236, + 0.14649198949337006, + 0.08272546529769897, + 0.0768456682562828, + 0.10729803889989853, + 0.27494218945503235, + 0.02569606900215149, + 0.02522854320704937 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.004644202534109354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024873053189367056 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024873053189367056, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024873053189367056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19854271411895752, + 0.12322905659675598, + 0.21243828535079956, + 0.06434275209903717, + 0.21725155413150787, + 0.052170246839523315, + 0.03675603121519089, + 0.07029101997613907, + 0.013568769209086895, + 0.011409541592001915 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0024873053189367056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro time-lapse shot, captured at an extremely low angle close to the ground, captures the miracle of a seed blossoming. The lens remains stationary, its focus precisely locked on the rich, dark brown, moist, and grainy soil. The background, blurred by a shallow depth of field, is a soft patch of brown and green light. Under the soft, evenly diffused light, a barely perceptible crack appears on the surface of the soil. Then, a tender green, earthy-scented germ, steadily and slowly, rises upward, struggling to break through the surface. As it continues to unfold, two delicate, almost translucent cotyledons unfold from their curled-up state, their leaves covered with delicate veins and adorned with a few shimmering drops of water. The entire process is imbued with a quiet yet powerful vitality, and the fresh, natural tones create a tranquil yet deeply moving atmosphere of hope, renewal, and perseverance.", + "seed": 226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_4515_seed_226_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.004624240985140205, + "vlm_logprob": -0.004624240985140205, + "vlm_yes_no_margin": 5.725, + "vlm_token_credit": -0.004624240985140205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0074585783295333385 + ], + "opposite_logprob_tokens": [ + -5.257458686828613 + ], + "logprob_reward": -0.0074585783295333385, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0074585783295333385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08508807420730591, + 0.042441319674253464, + 0.06576599925756454, + 0.06561072915792465, + 0.06753560900688171, + 0.055276911705732346, + 0.10136226564645767, + 0.1486113965511322, + 0.2741318643093109, + 0.09417586773633957 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.0074585783295333385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019518149783834815 + ], + "opposite_logprob_tokens": [ + -6.251951694488525 + ], + "logprob_reward": -0.0019518149783834815, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019518149783834815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25927314162254333, + 0.06486843526363373, + 0.26190221309661865, + 0.052662987262010574, + 0.04374992847442627, + 0.028544187545776367, + 0.033086176961660385, + 0.08146607130765915, + 0.07827407866716385, + 0.09617279469966888 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0019518149783834815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16339458525180817, + 0.2105989009141922, + 0.23183457553386688, + 0.06400374323129654, + 0.031424060463905334, + 0.03006208874285221, + 0.03055778332054615, + 0.06792384386062622, + 0.10985781997442245, + 0.06034262478351593 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022027057129889727 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022027057129889727, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022027057129889727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24278609454631805, + 0.046882957220077515, + 0.15805202722549438, + 0.029100151732563972, + 0.030578965321183205, + 0.019244592636823654, + 0.05138357728719711, + 0.16711026430130005, + 0.16154029965400696, + 0.09332112222909927 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0022027057129889727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017135950038209558 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017135950038209558, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017135950038209558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5662717223167419, + 0.10729386657476425, + 0.08388043195009232, + 0.03971751034259796, + 0.015574968419969082, + 0.020565778017044067, + 0.03605831414461136, + 0.06379932165145874, + 0.026923557743430138, + 0.03991458937525749 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0017135950038209558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro time-lapse shot, captured at an extremely low angle close to the ground, captures the miracle of a seed blossoming. The lens remains stationary, its focus precisely locked on the rich, dark brown, moist, and grainy soil. The background, blurred by a shallow depth of field, is a soft patch of brown and green light. Under the soft, evenly diffused light, a barely perceptible crack appears on the surface of the soil. Then, a tender green, earthy-scented germ, steadily and slowly, rises upward, struggling to break through the surface. As it continues to unfold, two delicate, almost translucent cotyledons unfold from their curled-up state, their leaves covered with delicate veins and adorned with a few shimmering drops of water. The entire process is imbued with a quiet yet powerful vitality, and the fresh, natural tones create a tranquil yet deeply moving atmosphere of hope, renewal, and perseverance.", + "seed": 227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_4515_seed_227_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009473668644204736, + "vlm_logprob": -0.009473668644204736, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.009473668644204736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020679814741015434 + ], + "opposite_logprob_tokens": [ + -4.020679950714111 + ], + "logprob_reward": -0.020679814741015434, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020679814741015434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16937711834907532, + 0.05696742236614227, + 0.15035729110240936, + 0.05615299195051193, + 0.13116171956062317, + 0.10815118253231049, + 0.18273846805095673, + 0.028482412919402122, + 0.03686545789241791, + 0.07974595576524734 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.020679814741015434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001191859133541584 + ], + "opposite_logprob_tokens": [ + -6.751192092895508 + ], + "logprob_reward": -0.001191859133541584, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001191859133541584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23290055990219116, + 0.06579955667257309, + 0.24060490727424622, + 0.06552165746688843, + 0.09647110849618912, + 0.060040008276700974, + 0.07847704738378525, + 0.03460578992962837, + 0.04852163419127464, + 0.07705765962600708 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.001191859133541584 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200883641839027 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200883641839027, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200883641839027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14965683221817017, + 0.05005018040537834, + 0.1967065930366516, + 0.07958654314279556, + 0.029283981770277023, + 0.06100078299641609, + 0.07528520375490189, + 0.050845444202423096, + 0.05126750096678734, + 0.2563169598579407 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.018200883641839027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103692714124918 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103692714124918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103692714124918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15231984853744507, + 0.047574613243341446, + 0.14581666886806488, + 0.10018736869096756, + 0.1817743331193924, + 0.10833972692489624, + 0.10024139285087585, + 0.056779760867357254, + 0.025595946237444878, + 0.08137033134698868 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004103692714124918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192092990502715 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003192092990502715, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192092990502715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2014068067073822, + 0.05886627361178398, + 0.16878606379032135, + 0.10083205252885818, + 0.1560116857290268, + 0.06046757474541664, + 0.0715942531824112, + 0.035120874643325806, + 0.06248336285352707, + 0.08443106710910797 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.003192092990502715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An exquisite macro time-lapse shot, captured at an extremely low angle close to the ground, captures the miracle of a seed blossoming. The lens remains stationary, its focus precisely locked on the rich, dark brown, moist, and grainy soil. The background, blurred by a shallow depth of field, is a soft patch of brown and green light. Under the soft, evenly diffused light, a barely perceptible crack appears on the surface of the soil. Then, a tender green, earthy-scented germ, steadily and slowly, rises upward, struggling to break through the surface. As it continues to unfold, two delicate, almost translucent cotyledons unfold from their curled-up state, their leaves covered with delicate veins and adorned with a few shimmering drops of water. The entire process is imbued with a quiet yet powerful vitality, and the fresh, natural tones create a tranquil yet deeply moving atmosphere of hope, renewal, and perseverance.", + "seed": 228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_1/index_4515_seed_228_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006173330452293157, + "vlm_logprob": -0.006173330452293157, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.006173330452293157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00815005786716938 + ], + "opposite_logprob_tokens": [ + -5.133150100708008 + ], + "logprob_reward": -0.00815005786716938, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00815005786716938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22261321544647217, + 0.025446981191635132, + 0.043262023478746414, + 0.09168294072151184, + 0.013640846125781536, + 0.31643494963645935, + 0.06290673464536667, + 0.04693568870425224, + 0.1317361444234848, + 0.04534050449728966 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.00815005786716938 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022073446307331324 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022073446307331324, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022073446307331324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4867874085903168, + 0.04006198048591614, + 0.07509477436542511, + 0.05015265569090843, + 0.029793037101626396, + 0.08393362909555435, + 0.04649939015507698, + 0.07100103795528412, + 0.08035245537757874, + 0.03632357716560364 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0022073446307331324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078222543001175 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078222543001175, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078222543001175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36942538619041443, + 0.048676811158657074, + 0.09282286465167999, + 0.06252314150333405, + 0.14191791415214539, + 0.09170790016651154, + 0.0411890484392643, + 0.030247768387198448, + 0.055944301187992096, + 0.06554484367370605 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.016078222543001175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024920618161559105 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024920618161559105, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024920618161559105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31982436776161194, + 0.03759482875466347, + 0.06555435061454773, + 0.08538448065519333, + 0.05522879213094711, + 0.09830193966627121, + 0.06516247242689133, + 0.08194304257631302, + 0.07230257987976074, + 0.11870311945676804 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0024920618161559105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro time-lapse capturing a seed blossoming?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera captured at an extremely low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lens stationary with focus locked on rich, dark brown, moist, and grainy soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tender green germ rise upward and unfold two delicate, translucent cotyledons with visible veins and water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred patch of brown and green light due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00193896540440619 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.00193896540440619, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00193896540440619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5417340993881226, + 0.02049987018108368, + 0.03449857234954834, + 0.07063785195350647, + 0.04418926313519478, + 0.18447129428386688, + 0.036201607435941696, + 0.018790941685438156, + 0.015680335462093353, + 0.03329616039991379 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.00193896540440619 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_tensor([692, 692])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_tensor([692, 692])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ab568ff99750276ec1244af7fb80b6a43ec1485 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_tensor([692, 692])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, filmed with a tilt-shift lens, follows an open-top hydrogen-powered micromobility vehicle. Its streamlined pearlescent white exterior is meticulously painted with an intricate and ornate golden auspicious cloud pattern, the metallic gold shimmering in the light. Silently and swiftly, the vehicle accelerates along an ethereal bamboo path paved with dark cobblestones and flanked by towering, lush bamboo trees. A thin mist lingers in the forest, curling around the bamboo roots. Soft sunlight filters through the leaves, casting dappled beams of light, adding a mysterious and tranquil atmosphere to the scene. As the vehicle glides smoothly, its wheels make almost no sound, only the mist swirling in the air creates a fleeting vortex behind it. The unique effect of the tilt-shift lens blurs the background of the tall and lush bamboo forest, giving it the texture of an exquisite miniature landscape, like a carefully constructed bonsai world. Ultimately, the entire picture achieves a perfect balance between futuristic technology and classical aesthetics, imbued with the tranquil and elegant beauty of classical Chinese style.", + "seed": 3456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_692_seed_3456_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22830227576196194, + "vlm_logprob": -0.22830227576196194, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.22830227576196194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.44225096702575684 + ], + "opposite_logprob_tokens": [ + -1.0672509670257568 + ], + "logprob_reward": -0.44225096702575684, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.44225096702575684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36894121766090393, + 0.08455321192741394, + 0.025887304916977882, + 0.1647365838289261, + 0.04769488051533699, + 0.05023641884326935, + 0.12844617664813995, + 0.095257468521595, + 0.013234592974185944, + 0.021012166514992714 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.44225096702575684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091829165816307 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091829165816307, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091829165816307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23485766351222992, + 0.1239103302359581, + 0.07373426854610443, + 0.14601972699165344, + 0.0318085141479969, + 0.08049360662698746, + 0.07333632558584213, + 0.1952269971370697, + 0.018956167623400688, + 0.02165633626282215 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.016091829165816307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327825784683228 + ], + "opposite_logprob_tokens": [ + -0.7577825784683228 + ], + "logprob_reward": -0.6327825784683228, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327825784683228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38659924268722534, + 0.052265070378780365, + 0.052929483354091644, + 0.21529129147529602, + 0.024180632084608078, + 0.011748053133487701, + 0.04572335630655289, + 0.18478083610534668, + 0.008567261509597301, + 0.0179147906601429 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.6327825784683228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058802917599678 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058802917599678, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058802917599678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39192697405815125, + 0.0817924290895462, + 0.07275135070085526, + 0.22843223810195923, + 0.06981673091650009, + 0.02037721313536167, + 0.06326136738061905, + 0.04181700944900513, + 0.009520204737782478, + 0.020304474979639053 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02058802917599678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797974973917007 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.029797974973917007, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797974973917007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48307889699935913, + 0.056257590651512146, + 0.057351235300302505, + 0.11019612848758698, + 0.0267973430454731, + 0.01635003089904785, + 0.04369857907295227, + 0.17824019491672516, + 0.014112849719822407, + 0.013917215168476105 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.029797974973917007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, filmed with a tilt-shift lens, follows an open-top hydrogen-powered micromobility vehicle. Its streamlined pearlescent white exterior is meticulously painted with an intricate and ornate golden auspicious cloud pattern, the metallic gold shimmering in the light. Silently and swiftly, the vehicle accelerates along an ethereal bamboo path paved with dark cobblestones and flanked by towering, lush bamboo trees. A thin mist lingers in the forest, curling around the bamboo roots. Soft sunlight filters through the leaves, casting dappled beams of light, adding a mysterious and tranquil atmosphere to the scene. As the vehicle glides smoothly, its wheels make almost no sound, only the mist swirling in the air creates a fleeting vortex behind it. The unique effect of the tilt-shift lens blurs the background of the tall and lush bamboo forest, giving it the texture of an exquisite miniature landscape, like a carefully constructed bonsai world. Ultimately, the entire picture achieves a perfect balance between futuristic technology and classical aesthetics, imbued with the tranquil and elegant beauty of classical Chinese style.", + "seed": 3457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_692_seed_3457_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09730128096416593, + "vlm_logprob": -0.09730128096416593, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.09730128096416593, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3596127927303314 + ], + "opposite_logprob_tokens": [ + -1.2346128225326538 + ], + "logprob_reward": -0.3596127927303314, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3596127927303314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10740941017866135, + 0.18133218586444855, + 0.044639457017183304, + 0.0632006824016571, + 0.1626812219619751, + 0.24007171392440796, + 0.10614898055791855, + 0.036599546670913696, + 0.028920112177729607, + 0.02899661660194397 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.3596127927303314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059924043715 + ], + "opposite_logprob_tokens": [ + -3.895599126815796 + ], + "logprob_reward": -0.02059924043715, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059924043715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07212170213460922, + 0.11165588349103928, + 0.051843516528606415, + 0.1290578544139862, + 0.1688951551914215, + 0.07098989933729172, + 0.0704435184597969, + 0.22023983299732208, + 0.038641925901174545, + 0.06611070036888123 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.02059924043715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898183912038803 + ], + "opposite_logprob_tokens": [ + -2.578981876373291 + ], + "logprob_reward": -0.07898183912038803, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898183912038803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12613770365715027, + 0.34701791405677795, + 0.03367028385400772, + 0.04582393541932106, + 0.09617353230714798, + 0.02558031491935253, + 0.0387294739484787, + 0.1765316277742386, + 0.06401091814041138, + 0.04632433131337166 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07898183912038803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23013447225093842, + 0.3308369219303131, + 0.04567470774054527, + 0.05868344381451607, + 0.07001952081918716, + 0.055897872895002365, + 0.07759877294301987, + 0.03194650262594223, + 0.04043246805667877, + 0.058775343000888824 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057693526148796 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.02057693526148796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057693526148796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16615954041481018, + 0.31175434589385986, + 0.02536875568330288, + 0.06205412745475769, + 0.07258619368076324, + 0.04404973238706589, + 0.0521262064576149, + 0.22086377441883087, + 0.016822760924696922, + 0.028214627876877785 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02057693526148796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, filmed with a tilt-shift lens, follows an open-top hydrogen-powered micromobility vehicle. Its streamlined pearlescent white exterior is meticulously painted with an intricate and ornate golden auspicious cloud pattern, the metallic gold shimmering in the light. Silently and swiftly, the vehicle accelerates along an ethereal bamboo path paved with dark cobblestones and flanked by towering, lush bamboo trees. A thin mist lingers in the forest, curling around the bamboo roots. Soft sunlight filters through the leaves, casting dappled beams of light, adding a mysterious and tranquil atmosphere to the scene. As the vehicle glides smoothly, its wheels make almost no sound, only the mist swirling in the air creates a fleeting vortex behind it. The unique effect of the tilt-shift lens blurs the background of the tall and lush bamboo forest, giving it the texture of an exquisite miniature landscape, like a carefully constructed bonsai world. Ultimately, the entire picture achieves a perfect balance between futuristic technology and classical aesthetics, imbued with the tranquil and elegant beauty of classical Chinese style.", + "seed": 3458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_692_seed_3458_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12628291649743914, + "vlm_logprob": -0.12628291649743914, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.12628291649743914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.480742871761322 + ], + "opposite_logprob_tokens": [ + -0.980742871761322 + ], + "logprob_reward": -0.480742871761322, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.480742871761322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06953361630439758, + 0.10700078308582306, + 0.06266843527555466, + 0.06039804965257645, + 0.13784876465797424, + 0.20464076101779938, + 0.24983380734920502, + 0.052403975278139114, + 0.029297426342964172, + 0.026374367997050285 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.480742871761322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303447291254997 + ], + "opposite_logprob_tokens": [ + -3.773303508758545 + ], + "logprob_reward": -0.023303447291254997, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303447291254997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09976114332675934, + 0.17616179585456848, + 0.046102870255708694, + 0.07737947255373001, + 0.2412361055612564, + 0.08428787440061569, + 0.08953417092561722, + 0.0801735371351242, + 0.04619845375418663, + 0.059164583683013916 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.023303447291254997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903368562459946 + ], + "opposite_logprob_tokens": [ + -2.464033603668213 + ], + "logprob_reward": -0.08903368562459946, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903368562459946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06442169100046158, + 0.2896111011505127, + 0.07627910375595093, + 0.06354296207427979, + 0.11119208484888077, + 0.09006273746490479, + 0.13048478960990906, + 0.08879727125167847, + 0.052359018474817276, + 0.03324921056628227 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.08903368562459946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602870762348175, + 0.2827771306037903, + 0.06111884489655495, + 0.03243114426732063, + 0.08097341656684875, + 0.03127692639827728, + 0.09489978849887848, + 0.08308734744787216, + 0.032137125730514526, + 0.04101121053099632 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2533734142780304, + 0.17633898556232452, + 0.0804399698972702, + 0.04841817542910576, + 0.11495370417833328, + 0.05848059430718422, + 0.10704377293586731, + 0.049594614654779434, + 0.05642908811569214, + 0.05492773279547691 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033698562532663345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, filmed with a tilt-shift lens, follows an open-top hydrogen-powered micromobility vehicle. Its streamlined pearlescent white exterior is meticulously painted with an intricate and ornate golden auspicious cloud pattern, the metallic gold shimmering in the light. Silently and swiftly, the vehicle accelerates along an ethereal bamboo path paved with dark cobblestones and flanked by towering, lush bamboo trees. A thin mist lingers in the forest, curling around the bamboo roots. Soft sunlight filters through the leaves, casting dappled beams of light, adding a mysterious and tranquil atmosphere to the scene. As the vehicle glides smoothly, its wheels make almost no sound, only the mist swirling in the air creates a fleeting vortex behind it. The unique effect of the tilt-shift lens blurs the background of the tall and lush bamboo forest, giving it the texture of an exquisite miniature landscape, like a carefully constructed bonsai world. Ultimately, the entire picture achieves a perfect balance between futuristic technology and classical aesthetics, imbued with the tranquil and elegant beauty of classical Chinese style.", + "seed": 3459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_10/index_692_seed_3459_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12608880251646043, + "vlm_logprob": -0.12608880251646043, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.12608880251646043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23922739923000336 + ], + "opposite_logprob_tokens": [ + -1.6142274141311646 + ], + "logprob_reward": -0.23922739923000336, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23922739923000336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07824292033910751, + 0.029799794778227806, + 0.023599371314048767, + 0.06244589015841484, + 0.04060891270637512, + 0.032972048968076706, + 0.1403087079524994, + 0.4401865303516388, + 0.08418664336204529, + 0.06764919310808182 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.23922739923000336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085611656308174 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085611656308174, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085611656308174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10089915990829468, + 0.04828246682882309, + 0.03624863922595978, + 0.05366045609116554, + 0.0619884692132473, + 0.1849975883960724, + 0.3256210386753082, + 0.0970863550901413, + 0.043975163251161575, + 0.04724070429801941 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.016085611656308174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34860315918922424 + ], + "opposite_logprob_tokens": [ + -1.2236031293869019 + ], + "logprob_reward": -0.34860315918922424, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34860315918922424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12006840109825134, + 0.05048903077840805, + 0.05018750950694084, + 0.07009091973304749, + 0.11189880222082138, + 0.10075896978378296, + 0.04827120527625084, + 0.21266664564609528, + 0.07964017242193222, + 0.1559283286333084 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.34860315918922424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948103964328766 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948103964328766, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948103964328766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27772703766822815, + 0.1392633467912674, + 0.041558798402547836, + 0.030435187742114067, + 0.13948489725589752, + 0.031679075211286545, + 0.09056463837623596, + 0.10368794947862625, + 0.05178127810359001, + 0.09381779283285141 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005948103964328766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open-top hydrogen-powered micromobility vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's exterior pearlescent white with intricate golden auspicious cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle moving swiftly along an ethereal bamboo path paved with dark cobblestones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a thin mist curling around bamboo roots with soft sunlight casting dappled beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred by a tilt-shift lens to resemble a miniature landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579738542437553 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579738542437553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579738542437553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14693954586982727, + 0.04922526702284813, + 0.03576577827334404, + 0.052421461790800095, + 0.2090020477771759, + 0.057272329926490784, + 0.080101378262043, + 0.046951331198215485, + 0.17043298482894897, + 0.1518879383802414 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.020579738542437553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_tensor([730, 730])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_tensor([730, 730])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e63e12115c7f6126d62f1bf4486f7bf31f59331 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_tensor([730, 730])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide shot, rendered in the grand, painterly style of '90s Disney animation, establishes a scene of epic tragedy. In the center of a vast, ornate plaza, a magnificent bronze statue of a forgotten king stands defiantly, its surface showing a slightly greenish patina of age. Depicted with a strong jaw and flowing hair, the king rests one hand on the hilt of his broadsword, the other extended in a gesture of command. In the background, a jagged mountain violently erupts, spewing a vast, thick, roiling cloud of ash that billows and billows, rapidly covering the sky and swallowing up the daylight. The scene is plunged into an eerie twilight, illuminated only by the ominous orange glow of the fiery eruption, which casts long, dramatic shadows and makes the bronze statue shimmer with an infernal light. Slowly and relentlessly, the ash began to settle like a dark snowfall, fine grey particles drifting down, meticulously coating the statue’s broad shoulders, its intricate crown, and the surrounding plaza, obscuring the once vibrant colours of the mosaic tiles with a uniform dust and creating a powerful and somber atmosphere, the final, silent demise of a kingdom.", + "seed": 30948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_730_seed_30948_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018499451945535837, + "vlm_logprob": -0.018499451945535837, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.018499451945535837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03039127215743065 + ], + "opposite_logprob_tokens": [ + -3.655391216278076 + ], + "logprob_reward": -0.03039127215743065, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03039127215743065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15389741957187653, + 0.01587444171309471, + 0.013527065515518188, + 0.0400543250143528, + 0.053289808332920074, + 0.022751372307538986, + 0.21594640612602234, + 0.4157208502292633, + 0.02501022070646286, + 0.04392801597714424 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.03039127215743065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810911998152733 + ], + "opposite_logprob_tokens": [ + -3.288109064102173 + ], + "logprob_reward": -0.03810911998152733, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810911998152733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13514679670333862, + 0.029435649514198303, + 0.022710876539349556, + 0.05640333518385887, + 0.0419299378991127, + 0.03804779797792435, + 0.3947833776473999, + 0.1201908066868782, + 0.06541634351015091, + 0.09593503177165985 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03810911998152733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12044645100831985, + 0.029825152829289436, + 0.011804763227701187, + 0.022773951292037964, + 0.04422469064593315, + 0.08207177370786667, + 0.4212966561317444, + 0.14581899344921112, + 0.05870974436402321, + 0.06302779167890549 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.02057681791484356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017099058022722602 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017099058022722602, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017099058022722602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07814729958772659, + 0.03537274897098541, + 0.024639589712023735, + 0.047060079872608185, + 0.10196926444768906, + 0.20140764117240906, + 0.24517688155174255, + 0.1932750642299652, + 0.029161818325519562, + 0.04378960654139519 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0017099058022722602 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017101438716053963 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017101438716053963, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017101438716053963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04377385973930359, + 0.02217116951942444, + 0.01009906455874443, + 0.03388752415776253, + 0.02812395803630352, + 0.07472212612628937, + 0.3465214967727661, + 0.35467565059661865, + 0.030570490285754204, + 0.055454667657613754 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0017101438716053963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in the grand, painterly style of '90s Disney animation, establishes a scene of epic tragedy. In the center of a vast, ornate plaza, a magnificent bronze statue of a forgotten king stands defiantly, its surface showing a slightly greenish patina of age. Depicted with a strong jaw and flowing hair, the king rests one hand on the hilt of his broadsword, the other extended in a gesture of command. In the background, a jagged mountain violently erupts, spewing a vast, thick, roiling cloud of ash that billows and billows, rapidly covering the sky and swallowing up the daylight. The scene is plunged into an eerie twilight, illuminated only by the ominous orange glow of the fiery eruption, which casts long, dramatic shadows and makes the bronze statue shimmer with an infernal light. Slowly and relentlessly, the ash began to settle like a dark snowfall, fine grey particles drifting down, meticulously coating the statue’s broad shoulders, its intricate crown, and the surrounding plaza, obscuring the once vibrant colours of the mosaic tiles with a uniform dust and creating a powerful and somber atmosphere, the final, silent demise of a kingdom.", + "seed": 30949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_730_seed_30949_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016147110890597106, + "vlm_logprob": -0.016147110890597106, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.016147110890597106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017770012840628624 + ], + "opposite_logprob_tokens": [ + -4.142769813537598 + ], + "logprob_reward": -0.017770012840628624, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017770012840628624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25791195034980774, + 0.11096066236495972, + 0.24525123834609985, + 0.01983783207833767, + 0.0342356413602829, + 0.023798029869794846, + 0.04005368798971176, + 0.08409951627254486, + 0.07223037630319595, + 0.11162107437849045 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.017770012840628624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308178275823593 + ], + "opposite_logprob_tokens": [ + -3.168081760406494 + ], + "logprob_reward": -0.04308178275823593, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308178275823593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2356596738100052, + 0.06737132370471954, + 0.10027052462100983, + 0.029022812843322754, + 0.07162857055664062, + 0.07503355294466019, + 0.05349156633019447, + 0.08893802016973495, + 0.08516670763492584, + 0.19341717660427094 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.04308178275823593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067076474428177 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016067076474428177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067076474428177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18082579970359802, + 0.07518451660871506, + 0.1537349820137024, + 0.031437039375305176, + 0.06624128669500351, + 0.1315823495388031, + 0.08565064519643784, + 0.09091724455356598, + 0.08006418496370316, + 0.10436192154884338 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.016067076474428177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002483262214809656 + ], + "opposite_logprob_tokens": [ + -6.002483367919922 + ], + "logprob_reward": -0.002483262214809656, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002483262214809656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1340997964143753, + 0.059333011507987976, + 0.19209198653697968, + 0.06270129978656769, + 0.07781325280666351, + 0.06931557506322861, + 0.049087103456258774, + 0.19981543719768524, + 0.07179908454418182, + 0.08394341170787811 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.002483262214809656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013334201648831367 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013334201648831367, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013334201648831367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17474879324436188, + 0.04777778685092926, + 0.053615864366292953, + 0.060859564691782, + 0.04886600002646446, + 0.0638200044631958, + 0.08126383274793625, + 0.23451565206050873, + 0.10676386207342148, + 0.1277686357498169 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0013334201648831367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in the grand, painterly style of '90s Disney animation, establishes a scene of epic tragedy. In the center of a vast, ornate plaza, a magnificent bronze statue of a forgotten king stands defiantly, its surface showing a slightly greenish patina of age. Depicted with a strong jaw and flowing hair, the king rests one hand on the hilt of his broadsword, the other extended in a gesture of command. In the background, a jagged mountain violently erupts, spewing a vast, thick, roiling cloud of ash that billows and billows, rapidly covering the sky and swallowing up the daylight. The scene is plunged into an eerie twilight, illuminated only by the ominous orange glow of the fiery eruption, which casts long, dramatic shadows and makes the bronze statue shimmer with an infernal light. Slowly and relentlessly, the ash began to settle like a dark snowfall, fine grey particles drifting down, meticulously coating the statue’s broad shoulders, its intricate crown, and the surrounding plaza, obscuring the once vibrant colours of the mosaic tiles with a uniform dust and creating a powerful and somber atmosphere, the final, silent demise of a kingdom.", + "seed": 30950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_730_seed_30950_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018955756444483995, + "vlm_logprob": -0.018955756444483995, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.018955756444483995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023370411247015 + ], + "opposite_logprob_tokens": [ + -3.8983705043792725 + ], + "logprob_reward": -0.023370411247015, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023370411247015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09494153410196304, + 0.07731969654560089, + 0.04064151272177696, + 0.06578169018030167, + 0.15453019738197327, + 0.01850268617272377, + 0.06731722503900528, + 0.01533357985317707, + 0.4221073389053345, + 0.04352457448840141 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.023370411247015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867907613515854 + ], + "opposite_logprob_tokens": [ + -3.0486791133880615 + ], + "logprob_reward": -0.04867907613515854, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867907613515854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237311571836472, + 0.06882234662771225, + 0.15315450727939606, + 0.03783818706870079, + 0.051102783530950546, + 0.03092087246477604, + 0.03333985432982445, + 0.04818394035100937, + 0.39953452348709106, + 0.07472987473011017 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.04867907613515854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058546058833599 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.02058546058833599, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058546058833599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13921213150024414, + 0.10192631930112839, + 0.12478627264499664, + 0.03533072769641876, + 0.10919849574565887, + 0.036319565027952194, + 0.09034473448991776, + 0.04225033149123192, + 0.0726284608244896, + 0.2480030357837677 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.02058546058833599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013331820955500007 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013331820955500007, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013331820955500007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11476287245750427, + 0.11635814607143402, + 0.05134036764502525, + 0.07301411777734756, + 0.07162268459796906, + 0.0585491769015789, + 0.062361422926187515, + 0.04930455982685089, + 0.1937664896249771, + 0.2089201807975769 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0013331820955500007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008106521563604474 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008106521563604474, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008106521563604474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10720117390155792, + 0.06788548082113266, + 0.14634568989276886, + 0.11516400426626205, + 0.06593656539916992, + 0.05669727176427841, + 0.06072394549846649, + 0.04407912865281105, + 0.08022996038198471, + 0.2557368278503418 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.0008106521563604474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in the grand, painterly style of '90s Disney animation, establishes a scene of epic tragedy. In the center of a vast, ornate plaza, a magnificent bronze statue of a forgotten king stands defiantly, its surface showing a slightly greenish patina of age. Depicted with a strong jaw and flowing hair, the king rests one hand on the hilt of his broadsword, the other extended in a gesture of command. In the background, a jagged mountain violently erupts, spewing a vast, thick, roiling cloud of ash that billows and billows, rapidly covering the sky and swallowing up the daylight. The scene is plunged into an eerie twilight, illuminated only by the ominous orange glow of the fiery eruption, which casts long, dramatic shadows and makes the bronze statue shimmer with an infernal light. Slowly and relentlessly, the ash began to settle like a dark snowfall, fine grey particles drifting down, meticulously coating the statue’s broad shoulders, its intricate crown, and the surrounding plaza, obscuring the once vibrant colours of the mosaic tiles with a uniform dust and creating a powerful and somber atmosphere, the final, silent demise of a kingdom.", + "seed": 30951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_13/index_730_seed_30951_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020255519868806006, + "vlm_logprob": -0.020255519868806006, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.020255519868806006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07729293406009674 + ], + "opposite_logprob_tokens": [ + -2.7022929191589355 + ], + "logprob_reward": -0.07729293406009674, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07729293406009674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03493965044617653, + 0.1489393413066864, + 0.22251661121845245, + 0.03223910182714462, + 0.020272236317396164, + 0.016943594440817833, + 0.026162663474678993, + 0.4423062205314636, + 0.03434388339519501, + 0.021336644887924194 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.07729293406009674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094076558947563 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011094076558947563, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094076558947563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013322507031261921, + 0.18021677434444427, + 0.7550262808799744, + 0.004159753210842609, + 0.0037484976928681135, + 0.001584234763868153, + 0.008759299293160439, + 0.010206064209342003, + 0.01763181947171688, + 0.005344815086573362 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.011094076558947563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06423500925302505, + 0.4371349811553955, + 0.22834302484989166, + 0.0831548273563385, + 0.02000824548304081, + 0.018081801012158394, + 0.057060886174440384, + 0.04095206782221794, + 0.019097087904810905, + 0.0319320373237133 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001935396110638976 + ], + "opposite_logprob_tokens": [ + -6.2519354820251465 + ], + "logprob_reward": -0.001935396110638976, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001935396110638976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0152503727003932, + 0.5289585590362549, + 0.3061451017856598, + 0.018032534047961235, + 0.021408211439847946, + 0.007078163325786591, + 0.02266213297843933, + 0.04958483949303627, + 0.020049937069416046, + 0.010830211453139782 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.001935396110638976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a magnificent bronze statue of a king with a greenish patina visible in the center of an ornate plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the king depicted with a strong jaw, flowing hair, one hand on a broadsword hilt, and the other hand extended in a gesture of command?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a jagged mountain in the background violently erupting and spewing a thick, roiling cloud of ash that covers the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous orange glow from the eruption, casting long shadows and causing fine grey ash particles to drift down like snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001176618505269289 + ], + "opposite_logprob_tokens": [ + -6.751176834106445 + ], + "logprob_reward": -0.001176618505269289, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001176618505269289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048795294016599655, + 0.2609008252620697, + 0.37050265073776245, + 0.0299393143504858, + 0.016132866963744164, + 0.010707437992095947, + 0.028373954817652702, + 0.13782207667827606, + 0.04042666032910347, + 0.05639892816543579 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.001176618505269289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_tensor([8081, 8081])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_tensor([8081, 8081])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8902e024e45c3a4219a9bab8d2b8eede45043d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_tensor([8081, 8081])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures a tender moment in a child's bedroom, rendered in the distinctive high-definition digital look of Pixar's style. At the center of the frame, a young boy with shaggy brown hair and wide, expressive eyes lies on a bed with a simple wooden headboard, about to fall asleep. He is dressed in soft blue and white striped pajamas. A low, gentle sigh escapes his lips, and his small chest rises and falls in a slow, rhythmic rhythm beneath the light blue comforter. His eyelids, imbued with their signature emotional weight, become noticeably heavy, flutter for a moment, and then finally close. His father, carefully seated at the edge of the bed, his expression gentle and warm, his black hair neatly combed, and wearing a thick, cream-colored cable-knit sweater. He gazes at his son with a quiet, loving smile, a frown tugging at the corners. A half-read storybook, its colorful cover depicting a whimsical illustration, lies spread out in his lap, face downward. The scene is softly lit by a warm golden lamp on the bedside table, which casts long, soft shadows and creates a soft focus effect on the background, which is neatly arranged with a number of toys. The overall atmosphere is one of profound tranquility and quiet affection, and a palpable feeling of love fills the cozy, warm room.", + "seed": 21273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_8081_seed_21273_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01257925173267722, + "vlm_logprob": -0.01257925173267722, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.01257925173267722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004879115615040064 + ], + "opposite_logprob_tokens": [ + -5.379878997802734 + ], + "logprob_reward": -0.004879115615040064, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004879115615040064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3404242992401123, + 0.10832525044679642, + 0.10569968074560165, + 0.0937916487455368, + 0.07758323848247528, + 0.06041952222585678, + 0.044707342982292175, + 0.06789281964302063, + 0.05358172580599785, + 0.04757444187998772 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004879115615040064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649976924061775 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649976924061775, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649976924061775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13845817744731903, + 0.08270495384931564, + 0.07096332311630249, + 0.04475197196006775, + 0.068292535841465, + 0.04784936085343361, + 0.05746506527066231, + 0.20044483244419098, + 0.173567995429039, + 0.11550172418355942 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.008649976924061775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25102612376213074, + 0.08736862987279892, + 0.07142587751150131, + 0.06324481964111328, + 0.0690402239561081, + 0.15258246660232544, + 0.06826870143413544, + 0.05345704033970833, + 0.11775914579629898, + 0.06582693755626678 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980376034975052 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.02980376034975052, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980376034975052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2506825923919678, + 0.1092238649725914, + 0.14872516691684723, + 0.06868919730186462, + 0.08281845599412918, + 0.05703810229897499, + 0.07449566572904587, + 0.08632515370845795, + 0.06022375822067261, + 0.061778053641319275 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02980376034975052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780227206647396 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780227206647396, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780227206647396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16133511066436768, + 0.10532122850418091, + 0.19315196573734283, + 0.150522843003273, + 0.07273371517658234, + 0.12888677418231964, + 0.0400114431977272, + 0.060682155191898346, + 0.03709977865219116, + 0.05025498569011688 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.009780227206647396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a tender moment in a child's bedroom, rendered in the distinctive high-definition digital look of Pixar's style. At the center of the frame, a young boy with shaggy brown hair and wide, expressive eyes lies on a bed with a simple wooden headboard, about to fall asleep. He is dressed in soft blue and white striped pajamas. A low, gentle sigh escapes his lips, and his small chest rises and falls in a slow, rhythmic rhythm beneath the light blue comforter. His eyelids, imbued with their signature emotional weight, become noticeably heavy, flutter for a moment, and then finally close. His father, carefully seated at the edge of the bed, his expression gentle and warm, his black hair neatly combed, and wearing a thick, cream-colored cable-knit sweater. He gazes at his son with a quiet, loving smile, a frown tugging at the corners. A half-read storybook, its colorful cover depicting a whimsical illustration, lies spread out in his lap, face downward. The scene is softly lit by a warm golden lamp on the bedside table, which casts long, soft shadows and creates a soft focus effect on the background, which is neatly arranged with a number of toys. The overall atmosphere is one of profound tranquility and quiet affection, and a palpable feeling of love fills the cozy, warm room.", + "seed": 21274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_8081_seed_21274_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022283934988081455, + "vlm_logprob": -0.022283934988081455, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.022283934988081455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004241755697876215 + ], + "opposite_logprob_tokens": [ + -5.504241943359375 + ], + "logprob_reward": -0.004241755697876215, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004241755697876215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17171616852283478, + 0.12795299291610718, + 0.040774766355752945, + 0.0414683073759079, + 0.04107565060257912, + 0.14618250727653503, + 0.061486195772886276, + 0.07029635459184647, + 0.05174493044614792, + 0.24730214476585388 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.004241755697876215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16710110008716583, + 0.0843660831451416, + 0.38422319293022156, + 0.04610039293766022, + 0.04149007052183151, + 0.1101408377289772, + 0.016298234462738037, + 0.053059566766023636, + 0.016727512702345848, + 0.0804930254817009 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.01420846302062273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2250213474035263, + 0.2570769786834717, + 0.15982016921043396, + 0.0495215468108654, + 0.032653309404850006, + 0.07682178169488907, + 0.04173347353935242, + 0.04866199195384979, + 0.014964442700147629, + 0.09372495114803314 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0076268198899924755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205153465270996 + ], + "opposite_logprob_tokens": [ + -2.81205153465271 + ], + "logprob_reward": -0.06205153465270996, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205153465270996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2217128425836563, + 0.17378289997577667, + 0.19075225293636322, + 0.08133497834205627, + 0.0625385120511055, + 0.13716129958629608, + 0.029949558898806572, + 0.03698204830288887, + 0.022055117413401604, + 0.04373050108551979 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.06205153465270996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291101679205894 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291101679205894, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291101679205894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2590869963169098, + 0.23391808569431305, + 0.19767984747886658, + 0.05012926831841469, + 0.03897903859615326, + 0.06897325068712234, + 0.03196476399898529, + 0.05227009207010269, + 0.021530527621507645, + 0.04546814039349556 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023291101679205894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a tender moment in a child's bedroom, rendered in the distinctive high-definition digital look of Pixar's style. At the center of the frame, a young boy with shaggy brown hair and wide, expressive eyes lies on a bed with a simple wooden headboard, about to fall asleep. He is dressed in soft blue and white striped pajamas. A low, gentle sigh escapes his lips, and his small chest rises and falls in a slow, rhythmic rhythm beneath the light blue comforter. His eyelids, imbued with their signature emotional weight, become noticeably heavy, flutter for a moment, and then finally close. His father, carefully seated at the edge of the bed, his expression gentle and warm, his black hair neatly combed, and wearing a thick, cream-colored cable-knit sweater. He gazes at his son with a quiet, loving smile, a frown tugging at the corners. A half-read storybook, its colorful cover depicting a whimsical illustration, lies spread out in his lap, face downward. The scene is softly lit by a warm golden lamp on the bedside table, which casts long, soft shadows and creates a soft focus effect on the background, which is neatly arranged with a number of toys. The overall atmosphere is one of profound tranquility and quiet affection, and a palpable feeling of love fills the cozy, warm room.", + "seed": 21275, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_8081_seed_21275_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01351578189060092, + "vlm_logprob": -0.01351578189060092, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.01351578189060092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009143621660768986 + ], + "opposite_logprob_tokens": [ + -4.759143829345703 + ], + "logprob_reward": -0.009143621660768986, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009143621660768986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37221065163612366, + 0.11149097234010696, + 0.07307153940200806, + 0.05790410935878754, + 0.0497259646654129, + 0.055071353912353516, + 0.07711174339056015, + 0.08625540137290955, + 0.03942646086215973, + 0.07773175835609436 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.009143621660768986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097969900816679 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.0097969900816679, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097969900816679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39137589931488037, + 0.17438697814941406, + 0.08424922823905945, + 0.04920990765094757, + 0.049120333045721054, + 0.030496792867779732, + 0.04414954409003258, + 0.07561866194009781, + 0.035900309681892395, + 0.06549239903688431 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0097969900816679 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194594696164131 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194594696164131, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194594696164131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35592830181121826, + 0.11092908680438995, + 0.0899733155965805, + 0.07080461084842682, + 0.0643688514828682, + 0.03948317840695381, + 0.07467038929462433, + 0.059653617441654205, + 0.06443225592374802, + 0.06975644826889038 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014194594696164131 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298079252243042 + ], + "opposite_logprob_tokens": [ + -3.5298080444335938 + ], + "logprob_reward": -0.0298079252243042, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298079252243042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28276827931404114, + 0.21123018860816956, + 0.07861447334289551, + 0.055274900048971176, + 0.045800890773534775, + 0.040057387202978134, + 0.08509715646505356, + 0.06648149341344833, + 0.049631863832473755, + 0.08504334837198257 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0298079252243042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42143675684928894, + 0.14705568552017212, + 0.03327997028827667, + 0.031207311898469925, + 0.0709194615483284, + 0.018894219771027565, + 0.05418834462761879, + 0.07048217207193375, + 0.042432934045791626, + 0.11010316014289856 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004635777790099382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a tender moment in a child's bedroom, rendered in the distinctive high-definition digital look of Pixar's style. At the center of the frame, a young boy with shaggy brown hair and wide, expressive eyes lies on a bed with a simple wooden headboard, about to fall asleep. He is dressed in soft blue and white striped pajamas. A low, gentle sigh escapes his lips, and his small chest rises and falls in a slow, rhythmic rhythm beneath the light blue comforter. His eyelids, imbued with their signature emotional weight, become noticeably heavy, flutter for a moment, and then finally close. His father, carefully seated at the edge of the bed, his expression gentle and warm, his black hair neatly combed, and wearing a thick, cream-colored cable-knit sweater. He gazes at his son with a quiet, loving smile, a frown tugging at the corners. A half-read storybook, its colorful cover depicting a whimsical illustration, lies spread out in his lap, face downward. The scene is softly lit by a warm golden lamp on the bedside table, which casts long, soft shadows and creates a soft focus effect on the background, which is neatly arranged with a number of toys. The overall atmosphere is one of profound tranquility and quiet affection, and a palpable feeling of love fills the cozy, warm room.", + "seed": 21276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_14/index_8081_seed_21276_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022993585374206305, + "vlm_logprob": -0.022993585374206305, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.022993585374206305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003411546815186739 + ], + "opposite_logprob_tokens": [ + -5.753411769866943 + ], + "logprob_reward": -0.003411546815186739, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003411546815186739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12397101521492004, + 0.0777713730931282, + 0.03945992514491081, + 0.6041119694709778, + 0.05435880646109581, + 0.018171798437833786, + 0.02774748019874096, + 0.023561207577586174, + 0.0151618467643857, + 0.015684664249420166 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.003411546815186739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005957465618848801 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.005957465618848801, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005957465618848801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479993760585785, + 0.04233430698513985, + 0.02732338011264801, + 0.5898831486701965, + 0.03238484635949135, + 0.028859034180641174, + 0.027966927736997604, + 0.05080893263220787, + 0.022074636071920395, + 0.030365344136953354 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.005957465618848801 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822953224182129, + 0.03713039681315422, + 0.012963117100298405, + 0.7108020782470703, + 0.017392734065651894, + 0.0070953150279819965, + 0.008650991134345531, + 0.008472969755530357, + 0.00613201642408967, + 0.009065092541277409 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012537001632153988 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038100168108940125 + ], + "opposite_logprob_tokens": [ + -3.288100242614746 + ], + "logprob_reward": -0.038100168108940125, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038100168108940125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28166306018829346, + 0.018872004002332687, + 0.025440683588385582, + 0.5835914015769958, + 0.032380957156419754, + 0.023761874064803123, + 0.0058209942653775215, + 0.010389808565378189, + 0.008803160861134529, + 0.009275968186557293 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.038100168108940125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a young boy with shaggy brown hair and wide eyes lying on a bed with a wooden headboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing soft blue and white striped pajamas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a father with black hair and a cream-colored cable-knit sweater seated at the edge of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a half-read storybook with a colorful cover lying face-down in the father's lap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene softly lit by a warm golden lamp on a bedside table, creating long shadows and a soft focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496174469590187 + ], + "opposite_logprob_tokens": [ + -2.929961681365967 + ], + "logprob_reward": -0.05496174469590187, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496174469590187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18739129602909088, + 0.016391264274716377, + 0.02298881486058235, + 0.6587824821472168, + 0.030634457245469093, + 0.02387240156531334, + 0.015546073205769062, + 0.013821631669998169, + 0.010742593556642532, + 0.019828977063298225 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.05496174469590187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_tensor([7366, 7366])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_tensor([7366, 7366])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c3bc121752a64370af7214c9a077a874821f3e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_tensor([7366, 7366])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Employing Annie Leibovitz's signature narrative lighting style, a seamless, sideways tracking shot unfolds at eye level, capturing a father and daughter in one unbroken sequence. They are riding a vintage, dark green tandem bike, leisurely along an asphalt path winding through parkland. The father, in his thirties, sits up front, wearing a comfortable beige linen shirt with sleeves casually rolled up to his elbows. He holds the handlebars steady, a doting smile on his face, his head tilted slightly to address his daughter in the pillion. His daughter, about seven or eight years old, sits in the back, her blonde ponytail swaying gently in the wind. She's wearing a pale yellow cotton dress, straining to reach the pedals, sometimes pedaling in sync with her father, and sometimes throwing back her head in laughter of excitement, a resonant laugh that seems to pierce the frame. The golden evening sun slants down at a low angle, its warm glow filtering through the dense treetops, casting dappled, dynamic light on the path and on the figures. It precisely outlines the father and daughter, casting long shadows on the ground as they merge with the tandem. The camera moves steadily in sync with them, capturing every natural moment of interaction—the father's encouraging glance, the daughter's joyful gesture pointing to a distant butterfly, the tacit glance between them as they share a joke. The image is a chromatic blend of warm amber and rich forest green. The light sculpturally accentuates the three-dimensionality of the figures and the folds of their clothing, creating an intimate and warm atmosphere that combines the authenticity of a captured moment with the texture of a carefully composed oil painting.", + "seed": 7657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_7366_seed_7657_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015591981494799257, + "vlm_logprob": -0.015591981494799257, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.015591981494799257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03473742678761482 + ], + "opposite_logprob_tokens": [ + -3.4097373485565186 + ], + "logprob_reward": -0.03473742678761482, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03473742678761482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1255669891834259, + 0.055356040596961975, + 0.06376050412654877, + 0.18420197069644928, + 0.03590784966945648, + 0.030740514397621155, + 0.15828576683998108, + 0.13179774582386017, + 0.041679807007312775, + 0.1727028340101242 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.03473742678761482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765438424423337 + ], + "opposite_logprob_tokens": [ + -4.882654190063477 + ], + "logprob_reward": -0.00765438424423337, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00765438424423337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15566271543502808, + 0.06726494431495667, + 0.16362282633781433, + 0.11479368060827255, + 0.11673988401889801, + 0.03521906957030296, + 0.07873295992612839, + 0.06159646809101105, + 0.059167176485061646, + 0.14720027148723602 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00765438424423337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197915619239211 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.003197915619239211, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197915619239211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11286091804504395, + 0.05597776174545288, + 0.10935158282518387, + 0.017547646537423134, + 0.09984476864337921, + 0.03210455924272537, + 0.20870158076286316, + 0.10466066002845764, + 0.030270125716924667, + 0.2286803424358368 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.003197915619239211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178876489400864 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018178876489400864, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178876489400864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16391809284687042, + 0.08605974167585373, + 0.12290817499160767, + 0.03398124873638153, + 0.21982991695404053, + 0.07227154076099396, + 0.10625260323286057, + 0.06166950613260269, + 0.04188261553645134, + 0.09122659265995026 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.018178876489400864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10776387155056, + 0.03212999552488327, + 0.07560522109270096, + 0.18705832958221436, + 0.06643559038639069, + 0.028153173625469208, + 0.11030978709459305, + 0.1111682802438736, + 0.03663408011198044, + 0.24474166333675385 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Employing Annie Leibovitz's signature narrative lighting style, a seamless, sideways tracking shot unfolds at eye level, capturing a father and daughter in one unbroken sequence. They are riding a vintage, dark green tandem bike, leisurely along an asphalt path winding through parkland. The father, in his thirties, sits up front, wearing a comfortable beige linen shirt with sleeves casually rolled up to his elbows. He holds the handlebars steady, a doting smile on his face, his head tilted slightly to address his daughter in the pillion. His daughter, about seven or eight years old, sits in the back, her blonde ponytail swaying gently in the wind. She's wearing a pale yellow cotton dress, straining to reach the pedals, sometimes pedaling in sync with her father, and sometimes throwing back her head in laughter of excitement, a resonant laugh that seems to pierce the frame. The golden evening sun slants down at a low angle, its warm glow filtering through the dense treetops, casting dappled, dynamic light on the path and on the figures. It precisely outlines the father and daughter, casting long shadows on the ground as they merge with the tandem. The camera moves steadily in sync with them, capturing every natural moment of interaction—the father's encouraging glance, the daughter's joyful gesture pointing to a distant butterfly, the tacit glance between them as they share a joke. The image is a chromatic blend of warm amber and rich forest green. The light sculpturally accentuates the three-dimensionality of the figures and the folds of their clothing, creating an intimate and warm atmosphere that combines the authenticity of a captured moment with the texture of a carefully composed oil painting.", + "seed": 7658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_7366_seed_7658_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01078324969857931, + "vlm_logprob": -0.01078324969857931, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01078324969857931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021506667137145996 + ], + "opposite_logprob_tokens": [ + -3.8965067863464355 + ], + "logprob_reward": -0.021506667137145996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021506667137145996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7153845429420471, + 0.01994171179831028, + 0.016898222267627716, + 0.016662318259477615, + 0.03644262254238129, + 0.06149151548743248, + 0.05489407479763031, + 0.04518004134297371, + 0.01041409745812416, + 0.022690828889608383 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.021506667137145996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596813065931201 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.00596813065931201, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596813065931201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6377042531967163, + 0.033424343913793564, + 0.032267019152641296, + 0.05208924785256386, + 0.02847491204738617, + 0.04698746278882027, + 0.03810364007949829, + 0.054039862006902695, + 0.029871542006731033, + 0.04703773185610771 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.00596813065931201 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036199060268700123 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036199060268700123, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036199060268700123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49975332617759705, + 0.04855921119451523, + 0.050261348485946655, + 0.03147817775607109, + 0.05515836924314499, + 0.15321241319179535, + 0.0644017830491066, + 0.02313927933573723, + 0.03041023015975952, + 0.04362590238451958 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0036199060268700123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630240336060524 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630240336060524, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630240336060524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37788888812065125, + 0.07195533812046051, + 0.1773248016834259, + 0.11003827303647995, + 0.050864189863204956, + 0.04619673267006874, + 0.03926132619380951, + 0.03399970382452011, + 0.052344851195812225, + 0.04012591019272804 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.008630240336060524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34461814165115356, + 0.050843872129917145, + 0.09880334138870239, + 0.04365478828549385, + 0.06522870063781738, + 0.11670122295618057, + 0.11949582397937775, + 0.05392894521355629, + 0.06323019415140152, + 0.04349504038691521 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Employing Annie Leibovitz's signature narrative lighting style, a seamless, sideways tracking shot unfolds at eye level, capturing a father and daughter in one unbroken sequence. They are riding a vintage, dark green tandem bike, leisurely along an asphalt path winding through parkland. The father, in his thirties, sits up front, wearing a comfortable beige linen shirt with sleeves casually rolled up to his elbows. He holds the handlebars steady, a doting smile on his face, his head tilted slightly to address his daughter in the pillion. His daughter, about seven or eight years old, sits in the back, her blonde ponytail swaying gently in the wind. She's wearing a pale yellow cotton dress, straining to reach the pedals, sometimes pedaling in sync with her father, and sometimes throwing back her head in laughter of excitement, a resonant laugh that seems to pierce the frame. The golden evening sun slants down at a low angle, its warm glow filtering through the dense treetops, casting dappled, dynamic light on the path and on the figures. It precisely outlines the father and daughter, casting long shadows on the ground as they merge with the tandem. The camera moves steadily in sync with them, capturing every natural moment of interaction—the father's encouraging glance, the daughter's joyful gesture pointing to a distant butterfly, the tacit glance between them as they share a joke. The image is a chromatic blend of warm amber and rich forest green. The light sculpturally accentuates the three-dimensionality of the figures and the folds of their clothing, creating an intimate and warm atmosphere that combines the authenticity of a captured moment with the texture of a carefully composed oil painting.", + "seed": 7659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_7366_seed_7659_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011229248950257897, + "vlm_logprob": -0.011229248950257897, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.011229248950257897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024470195174217224 + ], + "opposite_logprob_tokens": [ + -3.774470090866089 + ], + "logprob_reward": -0.024470195174217224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024470195174217224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1110745295882225, + 0.09124857187271118, + 0.0720703974366188, + 0.07021164149045944, + 0.09861620515584946, + 0.2375931292772293, + 0.07373402267694473, + 0.06291456520557404, + 0.09984438121318817, + 0.08269254863262177 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.024470195174217224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004660695791244507 + ], + "opposite_logprob_tokens": [ + -5.379660606384277 + ], + "logprob_reward": -0.004660695791244507, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004660695791244507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16279511153697968, + 0.13559992611408234, + 0.07823964953422546, + 0.04089117795228958, + 0.05751970037817955, + 0.087997205555439, + 0.11122597754001617, + 0.08556137979030609, + 0.1067872866988182, + 0.13338260352611542 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004660695791244507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028249616734683514 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028249616734683514, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028249616734683514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19462555646896362, + 0.09867266565561295, + 0.10346595197916031, + 0.048788778483867645, + 0.07694634050130844, + 0.08840274810791016, + 0.07365685701370239, + 0.09157268702983856, + 0.16373753547668457, + 0.06013086065649986 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0028249616734683514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611353924497962 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.003611353924497962, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611353924497962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24790535867214203, + 0.10235187411308289, + 0.1266346126794815, + 0.11462551355361938, + 0.054655179381370544, + 0.10345476865768433, + 0.05113266408443451, + 0.06154155358672142, + 0.07971396297216415, + 0.05798448249697685 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.003611353924497962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13378149271011353, + 0.08002875000238419, + 0.2041732519865036, + 0.06583769619464874, + 0.057850733399391174, + 0.0640636757016182, + 0.0950179249048233, + 0.10457608103752136, + 0.09812671691179276, + 0.09654366970062256 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.020579038187861443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Employing Annie Leibovitz's signature narrative lighting style, a seamless, sideways tracking shot unfolds at eye level, capturing a father and daughter in one unbroken sequence. They are riding a vintage, dark green tandem bike, leisurely along an asphalt path winding through parkland. The father, in his thirties, sits up front, wearing a comfortable beige linen shirt with sleeves casually rolled up to his elbows. He holds the handlebars steady, a doting smile on his face, his head tilted slightly to address his daughter in the pillion. His daughter, about seven or eight years old, sits in the back, her blonde ponytail swaying gently in the wind. She's wearing a pale yellow cotton dress, straining to reach the pedals, sometimes pedaling in sync with her father, and sometimes throwing back her head in laughter of excitement, a resonant laugh that seems to pierce the frame. The golden evening sun slants down at a low angle, its warm glow filtering through the dense treetops, casting dappled, dynamic light on the path and on the figures. It precisely outlines the father and daughter, casting long shadows on the ground as they merge with the tandem. The camera moves steadily in sync with them, capturing every natural moment of interaction—the father's encouraging glance, the daughter's joyful gesture pointing to a distant butterfly, the tacit glance between them as they share a joke. The image is a chromatic blend of warm amber and rich forest green. The light sculpturally accentuates the three-dimensionality of the figures and the folds of their clothing, creating an intimate and warm atmosphere that combines the authenticity of a captured moment with the texture of a carefully composed oil painting.", + "seed": 7660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_15/index_7366_seed_7660_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010934693086892367, + "vlm_logprob": -0.010934693086892367, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.010934693086892367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021502582356333733 + ], + "opposite_logprob_tokens": [ + -3.8965024948120117 + ], + "logprob_reward": -0.021502582356333733, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021502582356333733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22169938683509827, + 0.09490037709474564, + 0.051775023341178894, + 0.08778483420610428, + 0.04781631752848625, + 0.06522320955991745, + 0.09644674509763718, + 0.15839959681034088, + 0.06257522851228714, + 0.11337923258543015 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.021502582356333733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757857743650675 + ], + "opposite_logprob_tokens": [ + -5.006757736206055 + ], + "logprob_reward": -0.006757857743650675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757857743650675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16474072635173798, + 0.10269192606210709, + 0.07490098476409912, + 0.07130973786115646, + 0.0637374147772789, + 0.09699133783578873, + 0.10418480634689331, + 0.1237873062491417, + 0.08233804255723953, + 0.11531770974397659 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.006757857743650675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036202622577548027 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036202622577548027, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036202622577548027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2204929143190384, + 0.10373403877019882, + 0.10820189863443375, + 0.0613732673227787, + 0.06835708767175674, + 0.09090333431959152, + 0.09781012684106827, + 0.06813525408506393, + 0.07860180735588074, + 0.10239028185606003 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0036202622577548027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729439832270145 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729439832270145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729439832270145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2700090706348419, + 0.12150341272354126, + 0.0797773227095604, + 0.1409732848405838, + 0.036251142621040344, + 0.07805686444044113, + 0.06593987345695496, + 0.055945560336112976, + 0.05209170654416084, + 0.09945177286863327 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.006729439832270145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a father and a young daughter (approximately 7-8 years old) riding a vintage dark green tandem bike together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the father wearing a beige linen shirt with sleeves rolled up to his elbows and smiling while holding the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the daughter wearing a pale yellow cotton dress with a blonde ponytail that sways in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle golden evening sun casting dappled light and long shadows through dense treetops in a parkland setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a seamless sideways tracking shot at eye level with a color palette blending warm amber and rich forest green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063323244452477 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063323244452477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063323244452477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15406396985054016, + 0.1483917236328125, + 0.08107156306505203, + 0.12872140109539032, + 0.04974525794386864, + 0.1016753762960434, + 0.08474718034267426, + 0.09692591428756714, + 0.06928079575300217, + 0.0853767991065979 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016063323244452477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_tensor([5703, 5703])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_tensor([5703, 5703])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..37cd005cba185e60db706c7d0607b60e926fd68a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_tensor([5703, 5703])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, high-angle, panoramic shot slowly unfolds, revealing a world steeped in the whimsical style of classical oil painting. The painting is dominated by warm ochre, burnt umber, and gold, the rich texture of the brushstrokes visible in every detail. At the center of the scene lies a massive ancient monument: a majestic bronze knight statue perched atop a weathered marble pedestal, its patina-stained surface gleaming in the soft, slanting afternoon sun. An exquisitely designed front-wheel-drive four-wheeled bicycle, its black wrought iron frame and wooden seat imbued with a vintage, industrial feel, circles the monument's base, tracing a perfect circle with a steady, deliberate rhythm. The rider, a solitary figure in a dark vest and white shirt, methodically pedals the complex mechanism connected to the front wheel, the wheel rolling steadily across the ancient cobblestones, emitting a soft, rhythmic grinding sound. Golden sunlight penetrates through sparse clouds, casting a warm blanket of light on the entire open square, lengthening the shadows of buildings and monuments. The interweaving of light and shadow highlights the depth of space and the sense of historical sedimentation, creating a tranquil, solemn and dynamic atmosphere of contemplation, as if a dynamic historical scroll given life is slowly unfolding before your eyes.", + "seed": 6319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_5703_seed_6319_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18452093759551644, + "vlm_logprob": -0.18452093759551644, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.18452093759551644, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7591883540153503 + ], + "opposite_logprob_tokens": [ + -0.6341883540153503 + ], + "logprob_reward": -0.7591883540153503, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7591883540153503, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17835766077041626, + 0.1098174899816513, + 0.0718294084072113, + 0.16003690659999847, + 0.06771586835384369, + 0.05383039265871048, + 0.1287422925233841, + 0.044740449637174606, + 0.0763268992304802, + 0.1086026206612587 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.7591883540153503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046631875447928905 + ], + "opposite_logprob_tokens": [ + -5.379662990570068 + ], + "logprob_reward": -0.0046631875447928905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046631875447928905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15571348369121552, + 0.12249129265546799, + 0.05290788412094116, + 0.13918998837471008, + 0.04998673498630524, + 0.05718110129237175, + 0.14315277338027954, + 0.14881016314029694, + 0.09422899782657623, + 0.03633755072951317 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0046631875447928905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786129929125309 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786129929125309, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786129929125309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1939968466758728, + 0.07010684907436371, + 0.15155582129955292, + 0.06903807073831558, + 0.051090918481349945, + 0.054825298488140106, + 0.10392563790082932, + 0.0800691694021225, + 0.08630043268203735, + 0.13909095525741577 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.009786129929125309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866931214928627 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866931214928627, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866931214928627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162564754486084, + 0.10634003579616547, + 0.1594466269016266, + 0.10053283721208572, + 0.08332625776529312, + 0.11726649850606918, + 0.13510821759700775, + 0.02149054780602455, + 0.045317236334085464, + 0.11491522938013077 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.04866931214928627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002977043390274 + ], + "opposite_logprob_tokens": [ + -2.350297689437866 + ], + "logprob_reward": -0.1002977043390274, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002977043390274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08407435566186905, + 0.10620328783988953, + 0.23007595539093018, + 0.05566390976309776, + 0.015091431327164173, + 0.08150601387023926, + 0.12238367646932602, + 0.05401122197508812, + 0.15442249178886414, + 0.09656764566898346 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.1002977043390274 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, panoramic shot slowly unfolds, revealing a world steeped in the whimsical style of classical oil painting. The painting is dominated by warm ochre, burnt umber, and gold, the rich texture of the brushstrokes visible in every detail. At the center of the scene lies a massive ancient monument: a majestic bronze knight statue perched atop a weathered marble pedestal, its patina-stained surface gleaming in the soft, slanting afternoon sun. An exquisitely designed front-wheel-drive four-wheeled bicycle, its black wrought iron frame and wooden seat imbued with a vintage, industrial feel, circles the monument's base, tracing a perfect circle with a steady, deliberate rhythm. The rider, a solitary figure in a dark vest and white shirt, methodically pedals the complex mechanism connected to the front wheel, the wheel rolling steadily across the ancient cobblestones, emitting a soft, rhythmic grinding sound. Golden sunlight penetrates through sparse clouds, casting a warm blanket of light on the entire open square, lengthening the shadows of buildings and monuments. The interweaving of light and shadow highlights the depth of space and the sense of historical sedimentation, creating a tranquil, solemn and dynamic atmosphere of contemplation, as if a dynamic historical scroll given life is slowly unfolding before your eyes.", + "seed": 6320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_5703_seed_6320_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11070659486576914, + "vlm_logprob": -0.11070659486576914, + "vlm_yes_no_margin": 3.075000023841858, + "vlm_token_credit": -0.11070659486576914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34912702441215515 + ], + "opposite_logprob_tokens": [ + -1.2241270542144775 + ], + "logprob_reward": -0.34912702441215515, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34912702441215515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19351093471050262, + 0.10586591064929962, + 0.039078254252672195, + 0.03278564661741257, + 0.07084909081459045, + 0.035902123898267746, + 0.3097054660320282, + 0.023078490048646927, + 0.12014279514551163, + 0.06908126920461655 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.34912702441215515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560192495584488 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560192495584488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560192495584488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09454017877578735, + 0.17065294086933136, + 0.032551251351833344, + 0.019430402666330338, + 0.05647953599691391, + 0.016566922888159752, + 0.503839910030365, + 0.017920568585395813, + 0.05284946784377098, + 0.03516882658004761 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.012560192495584488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952843930572271 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952843930572271, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952843930572271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2664371728897095, + 0.15116755664348602, + 0.07372616231441498, + 0.07913970947265625, + 0.08518558740615845, + 0.06027369946241379, + 0.10555660724639893, + 0.037188250571489334, + 0.05450466647744179, + 0.08682065457105637 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005952843930572271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283910393714905 + ], + "opposite_logprob_tokens": [ + -2.017839193344116 + ], + "logprob_reward": -0.14283910393714905, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14283910393714905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09327477961778641, + 0.056195762008428574, + 0.042757343500852585, + 0.19630198180675507, + 0.06741345673799515, + 0.0486624538898468, + 0.11408605426549911, + 0.15230250358581543, + 0.07686763256788254, + 0.1521381139755249 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.14283910393714905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305380955338478 + ], + "opposite_logprob_tokens": [ + -3.1680538654327393 + ], + "logprob_reward": -0.04305380955338478, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305380955338478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09560686349868774, + 0.04776596277952194, + 0.06273863464593887, + 0.07974345237016678, + 0.12289422005414963, + 0.08110205084085464, + 0.20347149670124054, + 0.06969147175550461, + 0.17382588982582092, + 0.06315993517637253 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.04305380955338478 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, panoramic shot slowly unfolds, revealing a world steeped in the whimsical style of classical oil painting. The painting is dominated by warm ochre, burnt umber, and gold, the rich texture of the brushstrokes visible in every detail. At the center of the scene lies a massive ancient monument: a majestic bronze knight statue perched atop a weathered marble pedestal, its patina-stained surface gleaming in the soft, slanting afternoon sun. An exquisitely designed front-wheel-drive four-wheeled bicycle, its black wrought iron frame and wooden seat imbued with a vintage, industrial feel, circles the monument's base, tracing a perfect circle with a steady, deliberate rhythm. The rider, a solitary figure in a dark vest and white shirt, methodically pedals the complex mechanism connected to the front wheel, the wheel rolling steadily across the ancient cobblestones, emitting a soft, rhythmic grinding sound. Golden sunlight penetrates through sparse clouds, casting a warm blanket of light on the entire open square, lengthening the shadows of buildings and monuments. The interweaving of light and shadow highlights the depth of space and the sense of historical sedimentation, creating a tranquil, solemn and dynamic atmosphere of contemplation, as if a dynamic historical scroll given life is slowly unfolding before your eyes.", + "seed": 6321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_5703_seed_6321_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10574119118973613, + "vlm_logprob": -0.10574119118973613, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.10574119118973613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38824260234832764 + ], + "opposite_logprob_tokens": [ + -1.1382426023483276 + ], + "logprob_reward": -0.38824260234832764, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38824260234832764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15949873626232147, + 0.07457442581653595, + 0.012998586520552635, + 0.03690250590443611, + 0.03680522367358208, + 0.08689171075820923, + 0.048064664006233215, + 0.3602324426174164, + 0.12180624902248383, + 0.06222544237971306 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.38824260234832764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022165034897625446 + ], + "opposite_logprob_tokens": [ + -6.127216339111328 + ], + "logprob_reward": -0.0022165034897625446, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022165034897625446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581619292497635, + 0.0499848909676075, + 0.015878790989518166, + 0.03311167657375336, + 0.02040584199130535, + 0.06307178735733032, + 0.025712614879012108, + 0.3005003035068512, + 0.2914464473724365, + 0.09407137334346771 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0022165034897625446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081107892096043 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081107892096043, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081107892096043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18041349947452545, + 0.11547532677650452, + 0.08351413160562515, + 0.15500615537166595, + 0.04312736541032791, + 0.02506834827363491, + 0.05534312129020691, + 0.10349642485380173, + 0.16096653044223785, + 0.07758915424346924 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.011081107892096043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907566964626312 + ], + "opposite_logprob_tokens": [ + -2.4640755653381348 + ], + "logprob_reward": -0.08907566964626312, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907566964626312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10234231501817703, + 0.037371452897787094, + 0.05168359354138374, + 0.0418950617313385, + 0.06369751691818237, + 0.08438058942556381, + 0.0383424386382103, + 0.031147852540016174, + 0.501792311668396, + 0.04734686017036438 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.08907566964626312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809007257223129 + ], + "opposite_logprob_tokens": [ + -3.2880899906158447 + ], + "logprob_reward": -0.03809007257223129, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809007257223129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21215954422950745, + 0.09856113791465759, + 0.0456668846309185, + 0.03331246227025986, + 0.08282873034477234, + 0.050803154706954956, + 0.18221038579940796, + 0.035784732550382614, + 0.22570814192295074, + 0.03296478092670441 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.03809007257223129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle, panoramic shot slowly unfolds, revealing a world steeped in the whimsical style of classical oil painting. The painting is dominated by warm ochre, burnt umber, and gold, the rich texture of the brushstrokes visible in every detail. At the center of the scene lies a massive ancient monument: a majestic bronze knight statue perched atop a weathered marble pedestal, its patina-stained surface gleaming in the soft, slanting afternoon sun. An exquisitely designed front-wheel-drive four-wheeled bicycle, its black wrought iron frame and wooden seat imbued with a vintage, industrial feel, circles the monument's base, tracing a perfect circle with a steady, deliberate rhythm. The rider, a solitary figure in a dark vest and white shirt, methodically pedals the complex mechanism connected to the front wheel, the wheel rolling steadily across the ancient cobblestones, emitting a soft, rhythmic grinding sound. Golden sunlight penetrates through sparse clouds, casting a warm blanket of light on the entire open square, lengthening the shadows of buildings and monuments. The interweaving of light and shadow highlights the depth of space and the sense of historical sedimentation, creating a tranquil, solemn and dynamic atmosphere of contemplation, as if a dynamic historical scroll given life is slowly unfolding before your eyes.", + "seed": 6322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_2/index_5703_seed_6322_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08738735402002931, + "vlm_logprob": -0.08738735402002931, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08738735402002931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18029487133026123 + ], + "opposite_logprob_tokens": [ + -1.8052948713302612 + ], + "logprob_reward": -0.18029487133026123, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18029487133026123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2589111328125, + 0.038621243089437485, + 0.018902858719229698, + 0.06941354274749756, + 0.07364030182361603, + 0.07802990078926086, + 0.06903667747974396, + 0.05339961126446724, + 0.28749772906303406, + 0.05254703760147095 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.18029487133026123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041077290661633015 + ], + "opposite_logprob_tokens": [ + -5.50410795211792 + ], + "logprob_reward": -0.0041077290661633015, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041077290661633015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.285000205039978, + 0.08695338666439056, + 0.02646540105342865, + 0.04876051843166351, + 0.06620047986507416, + 0.23546551167964935, + 0.038429468870162964, + 0.04203438013792038, + 0.10254646092653275, + 0.06814423948526382 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0041077290661633015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3503037095069885, + 0.11769338697195053, + 0.04897873476147652, + 0.032200977206230164, + 0.08567250519990921, + 0.14775347709655762, + 0.0171364676207304, + 0.057363081723451614, + 0.07988088577985764, + 0.06301679462194443 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707167863845825 + ], + "opposite_logprob_tokens": [ + -2.1270716190338135 + ], + "logprob_reward": -0.12707167863845825, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707167863845825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35540229082107544, + 0.05831450968980789, + 0.035821426659822464, + 0.05632952228188515, + 0.07963297516107559, + 0.03465470299124718, + 0.02622792311012745, + 0.2655401825904846, + 0.03356689587235451, + 0.054509490728378296 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.12707167863845825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video that of a classical oil painting with visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by warm ochre, burnt umber, and gold colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient monument featuring a bronze knight statue on a weathered marble pedestal visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a front-wheel-drive four-wheeled bicycle with a black wrought iron frame and wooden seat circling the monument's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot high-angle and panoramic, slowly unfolding to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291701346635818 + ], + "opposite_logprob_tokens": [ + -2.237916946411133 + ], + "logprob_reward": -0.11291701346635818, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291701346635818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13797183334827423, + 0.04054757207632065, + 0.04166102409362793, + 0.07148926705121994, + 0.1179027333855629, + 0.13042061030864716, + 0.05135572701692581, + 0.18767142295837402, + 0.14539018273353577, + 0.0755896270275116 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.11291701346635818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_tensor([5376, 5376])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_tensor([5376, 5376])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4cc15a92cd0f7c815135ae2f364792fd27a99a38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_tensor([5376, 5376])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, extreme wide-angle shot slowly tilts downward, beginning at the sleek, dark-glass facades of towering office buildings. These facades, like giant mirrors, reflect a distorted, uneasy choreography of light and movement. As the camera descends, it reveals a vast, busy urban intersection below, its wet asphalt gleaming in the perpetual twilight of artificial light. Massive, towering neon billboards dominate the scene, bathing the environment in a vibrant, electric glow of fuchsia, cyan, and searing yellow, their lights flickering and pulsing in a vibrant rhythm. Below, a segmented dance of vehicles unfolds, as groups of cars—gleaming yellow taxis, dark sedans, and delivery trucks—move forward and stop in unison, their headlights streaking white streaks in the humid air, their red taillights streaming across the rain-slicked road surface. The orderly cycle of red, green, and yellow at the traffic lights orchestrates this mechanical ballet, casting a vast expanse of color across the intersection. Meanwhile, the throngs of pedestrians gathered at the crosswalk are seen as a fluid mass of silhouettes, carrying briefcases and shopping bags, their hurried movements weaving a complex human tapestry between the traffic, creating the visually dense and frenetic atmosphere of a vibrant, constantly energized city.", + "seed": 26263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_5376_seed_26263_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011670510005205869, + "vlm_logprob": -0.011670510005205869, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.011670510005205869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002875956939533353 + ], + "opposite_logprob_tokens": [ + -6.002875804901123 + ], + "logprob_reward": -0.002875956939533353, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002875956939533353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21207250654697418, + 0.24372029304504395, + 0.0696944072842598, + 0.05876385420560837, + 0.07474671304225922, + 0.06561913341283798, + 0.05083093419671059, + 0.07693110406398773, + 0.07943376153707504, + 0.06818729639053345 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.002875956939533353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495985943824053 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495985943824053, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495985943824053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0848052129149437, + 0.08605022728443146, + 0.05837444216012955, + 0.12456122785806656, + 0.10756472498178482, + 0.10119660943746567, + 0.08074123412370682, + 0.11298132687807083, + 0.17427226901054382, + 0.06945276260375977 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.002495985943824053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06048721820116043, + 0.055079903453588486, + 0.06420349329710007, + 0.07984509319067001, + 0.1002839058637619, + 0.1619730144739151, + 0.061644043773412704, + 0.15679232776165009, + 0.11340116709470749, + 0.14628982543945312 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067327553406357765 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.0067327553406357765, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067327553406357765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048891473561525345, + 0.06017240881919861, + 0.056321218609809875, + 0.046956826001405716, + 0.05863901227712631, + 0.11035547405481339, + 0.06180375814437866, + 0.09348680078983307, + 0.11272940039634705, + 0.3506435453891754 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.0067327553406357765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043046727776527405 + ], + "opposite_logprob_tokens": [ + -3.168046712875366 + ], + "logprob_reward": -0.043046727776527405, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043046727776527405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05441520735621452, + 0.04784577712416649, + 0.050464928150177, + 0.041346631944179535, + 0.05156388878822327, + 0.08648059517145157, + 0.05198480561375618, + 0.20580074191093445, + 0.224689781665802, + 0.1854076385498047 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.043046727776527405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot slowly tilts downward, beginning at the sleek, dark-glass facades of towering office buildings. These facades, like giant mirrors, reflect a distorted, uneasy choreography of light and movement. As the camera descends, it reveals a vast, busy urban intersection below, its wet asphalt gleaming in the perpetual twilight of artificial light. Massive, towering neon billboards dominate the scene, bathing the environment in a vibrant, electric glow of fuchsia, cyan, and searing yellow, their lights flickering and pulsing in a vibrant rhythm. Below, a segmented dance of vehicles unfolds, as groups of cars—gleaming yellow taxis, dark sedans, and delivery trucks—move forward and stop in unison, their headlights streaking white streaks in the humid air, their red taillights streaming across the rain-slicked road surface. The orderly cycle of red, green, and yellow at the traffic lights orchestrates this mechanical ballet, casting a vast expanse of color across the intersection. Meanwhile, the throngs of pedestrians gathered at the crosswalk are seen as a fluid mass of silhouettes, carrying briefcases and shopping bags, their hurried movements weaving a complex human tapestry between the traffic, creating the visually dense and frenetic atmosphere of a vibrant, constantly energized city.", + "seed": 26264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_5376_seed_26264_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020468073338270186, + "vlm_logprob": -0.020468073338270186, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.020468073338270186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014834101311862469 + ], + "opposite_logprob_tokens": [ + -4.264833927154541 + ], + "logprob_reward": -0.014834101311862469, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014834101311862469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30488061904907227, + 0.1576371192932129, + 0.04774264991283417, + 0.12055084854364395, + 0.1023828536272049, + 0.06466881185770035, + 0.03538765385746956, + 0.12052492797374725, + 0.01855023205280304, + 0.027674267068505287 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014834101311862469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088299565017223 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088299565017223, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088299565017223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10636398196220398, + 0.03937571123242378, + 0.2565533220767975, + 0.19973209500312805, + 0.08789629489183426, + 0.08469320088624954, + 0.0352286733686924, + 0.124017134308815, + 0.031665507704019547, + 0.03447411209344864 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.011088299565017223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750043015927076 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006750043015927076, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750043015927076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470433354377747, + 0.04180358722805977, + 0.06672389805316925, + 0.0992380827665329, + 0.1630551666021347, + 0.08992970734834671, + 0.07339407503604889, + 0.11505287140607834, + 0.07792864739894867, + 0.08816961199045181 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.006750043015927076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1354200392961502, + 0.07644591480493546, + 0.07147493958473206, + 0.12406067550182343, + 0.14793714880943298, + 0.08671385794878006, + 0.06598348170518875, + 0.1380612552165985, + 0.062060050666332245, + 0.09184262156486511 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.00763084227219224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203708052635193 + ], + "opposite_logprob_tokens": [ + -2.8120369911193848 + ], + "logprob_reward": -0.06203708052635193, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203708052635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14602789282798767, + 0.026625609025359154, + 0.18565091490745544, + 0.09434805065393448, + 0.13149164617061615, + 0.12234507501125336, + 0.07020744681358337, + 0.1043655201792717, + 0.05343107506632805, + 0.06550683081150055 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.06203708052635193 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot slowly tilts downward, beginning at the sleek, dark-glass facades of towering office buildings. These facades, like giant mirrors, reflect a distorted, uneasy choreography of light and movement. As the camera descends, it reveals a vast, busy urban intersection below, its wet asphalt gleaming in the perpetual twilight of artificial light. Massive, towering neon billboards dominate the scene, bathing the environment in a vibrant, electric glow of fuchsia, cyan, and searing yellow, their lights flickering and pulsing in a vibrant rhythm. Below, a segmented dance of vehicles unfolds, as groups of cars—gleaming yellow taxis, dark sedans, and delivery trucks—move forward and stop in unison, their headlights streaking white streaks in the humid air, their red taillights streaming across the rain-slicked road surface. The orderly cycle of red, green, and yellow at the traffic lights orchestrates this mechanical ballet, casting a vast expanse of color across the intersection. Meanwhile, the throngs of pedestrians gathered at the crosswalk are seen as a fluid mass of silhouettes, carrying briefcases and shopping bags, their hurried movements weaving a complex human tapestry between the traffic, creating the visually dense and frenetic atmosphere of a vibrant, constantly energized city.", + "seed": 26265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_5376_seed_26265_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010407487116754054, + "vlm_logprob": -0.010407487116754054, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.010407487116754054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005748644471168518 + ], + "opposite_logprob_tokens": [ + -5.255748748779297 + ], + "logprob_reward": -0.005748644471168518, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005748644471168518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21337349712848663, + 0.3287019431591034, + 0.03942062333226204, + 0.0391215980052948, + 0.06583347171545029, + 0.03245873749256134, + 0.05485733225941658, + 0.05333728715777397, + 0.05059730261564255, + 0.1222982257604599 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005748644471168518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526233296841383 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.00526233296841383, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526233296841383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12482503801584244, + 0.323869526386261, + 0.03943626582622528, + 0.04244821146130562, + 0.037729110568761826, + 0.04285731166601181, + 0.09731912612915039, + 0.08963055908679962, + 0.04790526628494263, + 0.15397967398166656 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00526233296841383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209755696356297 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209755696356297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209755696356297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1386891007423401, + 0.13530153036117554, + 0.12817858159542084, + 0.06132420897483826, + 0.14881891012191772, + 0.07087710499763489, + 0.09993869066238403, + 0.06543236970901489, + 0.05009407550096512, + 0.10134542733430862 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.014209755696356297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05726850777864456, + 0.46497344970703125, + 0.0765351951122284, + 0.04065273702144623, + 0.10817687213420868, + 0.06444958597421646, + 0.03636026009917259, + 0.052764106541872025, + 0.033193666487932205, + 0.06562568247318268 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176652491092682 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.018176652491092682, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018176652491092682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05416431650519371, + 0.4642151892185211, + 0.05489610135555267, + 0.03992900997400284, + 0.10580247640609741, + 0.03950966149568558, + 0.03872760012745857, + 0.0412820540368557, + 0.03538540378212929, + 0.1260882169008255 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.018176652491092682 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, extreme wide-angle shot slowly tilts downward, beginning at the sleek, dark-glass facades of towering office buildings. These facades, like giant mirrors, reflect a distorted, uneasy choreography of light and movement. As the camera descends, it reveals a vast, busy urban intersection below, its wet asphalt gleaming in the perpetual twilight of artificial light. Massive, towering neon billboards dominate the scene, bathing the environment in a vibrant, electric glow of fuchsia, cyan, and searing yellow, their lights flickering and pulsing in a vibrant rhythm. Below, a segmented dance of vehicles unfolds, as groups of cars—gleaming yellow taxis, dark sedans, and delivery trucks—move forward and stop in unison, their headlights streaking white streaks in the humid air, their red taillights streaming across the rain-slicked road surface. The orderly cycle of red, green, and yellow at the traffic lights orchestrates this mechanical ballet, casting a vast expanse of color across the intersection. Meanwhile, the throngs of pedestrians gathered at the crosswalk are seen as a fluid mass of silhouettes, carrying briefcases and shopping bags, their hurried movements weaving a complex human tapestry between the traffic, creating the visually dense and frenetic atmosphere of a vibrant, constantly energized city.", + "seed": 26266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_5/index_5376_seed_26266_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010331813804805278, + "vlm_logprob": -0.010331813804805278, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.010331813804805278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011641898192465305 + ], + "opposite_logprob_tokens": [ + -4.511641979217529 + ], + "logprob_reward": -0.011641898192465305, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011641898192465305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787120044231415, + 0.08745235204696655, + 0.025285542011260986, + 0.04563498869538307, + 0.05061257630586624, + 0.06358815729618073, + 0.050157900899648666, + 0.11534833163022995, + 0.21859857439994812, + 0.06460962444543839 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011641898192465305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755134556442499 + ], + "opposite_logprob_tokens": [ + -5.006755352020264 + ], + "logprob_reward": -0.006755134556442499, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755134556442499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1657446026802063, + 0.13553741574287415, + 0.029696844518184662, + 0.029292438179254532, + 0.04115462675690651, + 0.03556736558675766, + 0.05164481699466705, + 0.08687742799520493, + 0.39410683512687683, + 0.030377648770809174 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006755134556442499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005957465618848801 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.005957465618848801, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005957465618848801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15708641707897186, + 0.05647949501872063, + 0.061761777848005295, + 0.035583339631557465, + 0.058350369334220886, + 0.12038309872150421, + 0.10250566154718399, + 0.09285935759544373, + 0.27149277925491333, + 0.04349767044186592 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.005957465618848801 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734057795256376 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006734057795256376, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734057795256376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1102481409907341, + 0.10310418903827667, + 0.06974462419748306, + 0.05253053084015846, + 0.06188302859663963, + 0.10324811190366745, + 0.10369838029146194, + 0.21842846274375916, + 0.13970032334327698, + 0.03741416335105896 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.006734057795256376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a high-angle, extreme wide-angle shot of sleek, dark-glass office building facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt downward to reveal a vast, busy urban intersection below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive neon billboards visible with flickering lights in fuchsia, cyan, and searing yellow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are groups of vehicles including yellow taxis, dark sedans, and delivery trucks moving in unison with streaking headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are throngs of pedestrians visible as a fluid mass of silhouettes carrying briefcases and shopping bags at the crosswalk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570512861013412 + ], + "opposite_logprob_tokens": [ + -3.8955705165863037 + ], + "logprob_reward": -0.020570512861013412, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570512861013412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1427113115787506, + 0.0869356170296669, + 0.08491069078445435, + 0.045561760663986206, + 0.041899971663951874, + 0.08095044642686844, + 0.2320234179496765, + 0.13143035769462585, + 0.08770205080509186, + 0.06587439030408859 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.020570512861013412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_tensor([286, 286])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_tensor([286, 286])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7db0a559a96cde77d43fe6bb193b95436abddf6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_tensor([286, 286])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion shot, starting from a very low angle and gently tilting upward, captures a desperate confrontation on a rainy night. In the center of the frame, two warriors clad in full Japanese armor clash fiercely. The stone courtyard beneath their feet is soaked with rainwater, creating ripples with every step. The warrior on the left, clad in a gleaming black suit of armor, sees rainwater trickle down its layered plates and pauldrons tied with deep blue silk cords. He wears a ferocious mempo mask, his eyes blazing with a fierce determination. His opponent, clad in crimson armor, appears even more bloodthirsty in the dim light. Both men unleash their full might, their katanas slicing through the air in deadly arcs before clashing with thunderous force. At the moment their blades met, a dazzling burst of white sparks erupted. This brief, blinding glare ripped through the darkness of the night, illuminating the details of their rain-soaked armor, the contours of their taut muscles, and the splashing water droplets. It then cast a massive, distorted shadow, creating an extreme contrast between light and dark. As the camera steadily and slowly panned upward, the audience's gaze moved from their hands gripping the hilts, across the sparking blades, and finally upward to their resolute faces, drenched in rain and sweat, and looming in the light and shadow. The entire scene was filled with epic tension and brutal beauty.", + "seed": 30332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_286_seed_30332_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.057214181311428546, + "vlm_logprob": -0.057214181311428546, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.057214181311428546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030721371993422508 + ], + "opposite_logprob_tokens": [ + -3.530721426010132 + ], + "logprob_reward": -0.030721371993422508, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030721371993422508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13241234421730042, + 0.2516791820526123, + 0.09230036288499832, + 0.04932404309511185, + 0.11025822907686234, + 0.11193381994962692, + 0.12027919292449951, + 0.03150985389947891, + 0.05371290445327759, + 0.04659007862210274 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.030721371993422508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959954112768173 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005959954112768173, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959954112768173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18244005739688873, + 0.1257878988981247, + 0.13991385698318481, + 0.05592913553118706, + 0.14720001816749573, + 0.09528913348913193, + 0.06373298913240433, + 0.05271781235933304, + 0.07154887169599533, + 0.06544024497270584 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.005959954112768173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809167817234993 + ], + "opposite_logprob_tokens": [ + -3.2880916595458984 + ], + "logprob_reward": -0.03809167817234993, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809167817234993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09219633042812347, + 0.16649289429187775, + 0.077820785343647, + 0.10654646903276443, + 0.13206511735916138, + 0.20205292105674744, + 0.07534316182136536, + 0.03609025478363037, + 0.06754407286643982, + 0.04384804889559746 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.03809167817234993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16273640096187592, + 0.14044572412967682, + 0.053456466645002365, + 0.20051203668117523, + 0.1390390396118164, + 0.10617076605558395, + 0.07633323967456818, + 0.03270871192216873, + 0.06596074253320694, + 0.022636927664279938 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20151956379413605 + ], + "opposite_logprob_tokens": [ + -1.7015196084976196 + ], + "logprob_reward": -0.20151956379413605, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20151956379413605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0995447188615799, + 0.04585810378193855, + 0.030266940593719482, + 0.03853585571050644, + 0.07227514684200287, + 0.11682010442018509, + 0.17027044296264648, + 0.06509558856487274, + 0.3207155764102936, + 0.04061753302812576 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.20151956379413605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion shot, starting from a very low angle and gently tilting upward, captures a desperate confrontation on a rainy night. In the center of the frame, two warriors clad in full Japanese armor clash fiercely. The stone courtyard beneath their feet is soaked with rainwater, creating ripples with every step. The warrior on the left, clad in a gleaming black suit of armor, sees rainwater trickle down its layered plates and pauldrons tied with deep blue silk cords. He wears a ferocious mempo mask, his eyes blazing with a fierce determination. His opponent, clad in crimson armor, appears even more bloodthirsty in the dim light. Both men unleash their full might, their katanas slicing through the air in deadly arcs before clashing with thunderous force. At the moment their blades met, a dazzling burst of white sparks erupted. This brief, blinding glare ripped through the darkness of the night, illuminating the details of their rain-soaked armor, the contours of their taut muscles, and the splashing water droplets. It then cast a massive, distorted shadow, creating an extreme contrast between light and dark. As the camera steadily and slowly panned upward, the audience's gaze moved from their hands gripping the hilts, across the sparking blades, and finally upward to their resolute faces, drenched in rain and sweat, and looming in the light and shadow. The entire scene was filled with epic tension and brutal beauty.", + "seed": 30333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_286_seed_30333_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11346658514812588, + "vlm_logprob": -0.11346658514812588, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.11346658514812588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04398148134350777 + ], + "opposite_logprob_tokens": [ + -3.1689815521240234 + ], + "logprob_reward": -0.04398148134350777, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04398148134350777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09642735868692398, + 0.04759084805846214, + 0.07161520421504974, + 0.041709572076797485, + 0.06619326025247574, + 0.04634135216474533, + 0.20913873612880707, + 0.06956067681312561, + 0.11378827691078186, + 0.23763467371463776 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.04398148134350777 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649533916264772 + ], + "opposite_logprob_tokens": [ + -4.8826494216918945 + ], + "logprob_reward": -0.007649533916264772, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649533916264772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1281822770833969, + 0.15661662817001343, + 0.05562949925661087, + 0.05011581629514694, + 0.055854011327028275, + 0.04796319827437401, + 0.18070088326931, + 0.0847042053937912, + 0.1727955937385559, + 0.06743791699409485 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.007649533916264772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287374526262283 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.023287374526262283, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287374526262283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14905314147472382, + 0.22927500307559967, + 0.05167542025446892, + 0.042177487164735794, + 0.028051987290382385, + 0.04077623784542084, + 0.10623806715011597, + 0.1232929676771164, + 0.10706179589033127, + 0.12239786982536316 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.023287374526262283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188240006566048 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188240006566048, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188240006566048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09874096512794495, + 0.061283525079488754, + 0.04931878298521042, + 0.08318962901830673, + 0.4031851589679718, + 0.06763064116239548, + 0.10158409178256989, + 0.03016865998506546, + 0.05959269404411316, + 0.045305803418159485 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.018188240006566048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47422629594802856 + ], + "opposite_logprob_tokens": [ + -0.9742262959480286 + ], + "logprob_reward": -0.47422629594802856, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47422629594802856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18832536041736603, + 0.07825493812561035, + 0.051806751638650894, + 0.11856294423341751, + 0.16268131136894226, + 0.06833775341510773, + 0.20174023509025574, + 0.049975648522377014, + 0.03905821964144707, + 0.04125687852501869 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.47422629594802856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion shot, starting from a very low angle and gently tilting upward, captures a desperate confrontation on a rainy night. In the center of the frame, two warriors clad in full Japanese armor clash fiercely. The stone courtyard beneath their feet is soaked with rainwater, creating ripples with every step. The warrior on the left, clad in a gleaming black suit of armor, sees rainwater trickle down its layered plates and pauldrons tied with deep blue silk cords. He wears a ferocious mempo mask, his eyes blazing with a fierce determination. His opponent, clad in crimson armor, appears even more bloodthirsty in the dim light. Both men unleash their full might, their katanas slicing through the air in deadly arcs before clashing with thunderous force. At the moment their blades met, a dazzling burst of white sparks erupted. This brief, blinding glare ripped through the darkness of the night, illuminating the details of their rain-soaked armor, the contours of their taut muscles, and the splashing water droplets. It then cast a massive, distorted shadow, creating an extreme contrast between light and dark. As the camera steadily and slowly panned upward, the audience's gaze moved from their hands gripping the hilts, across the sparking blades, and finally upward to their resolute faces, drenched in rain and sweat, and looming in the light and shadow. The entire scene was filled with epic tension and brutal beauty.", + "seed": 30334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_286_seed_30334_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11936990665271878, + "vlm_logprob": -0.11936990665271878, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.11936990665271878, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03522561490535736 + ], + "opposite_logprob_tokens": [ + -3.4102256298065186 + ], + "logprob_reward": -0.03522561490535736, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03522561490535736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17154334485530853, + 0.047332245856523514, + 0.040884505957365036, + 0.05060826987028122, + 0.05424933880567551, + 0.19074960052967072, + 0.1728546917438507, + 0.12270394712686539, + 0.05399354547262192, + 0.09508061408996582 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.03522561490535736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005966826807707548 + ], + "opposite_logprob_tokens": [ + -5.130966663360596 + ], + "logprob_reward": -0.005966826807707548, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005966826807707548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12203764915466309, + 0.05482937768101692, + 0.05193667486310005, + 0.05234527587890625, + 0.07543934136629105, + 0.10669051110744476, + 0.11178906261920929, + 0.08837462216615677, + 0.1956678330898285, + 0.14088964462280273 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005966826807707548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419894304126501 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419894304126501, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419894304126501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10023906826972961, + 0.02986931800842285, + 0.049481529742479324, + 0.0515780970454216, + 0.05105183273553848, + 0.23316732048988342, + 0.0708714947104454, + 0.1598840057849884, + 0.11029921472072601, + 0.14355811476707458 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.01419894304126501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818414404988289 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818414404988289, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818414404988289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07722347229719162, + 0.037123046815395355, + 0.0502636656165123, + 0.08963114023208618, + 0.23348015546798706, + 0.04768897965550423, + 0.08742642402648926, + 0.03484485670924187, + 0.26468127965927124, + 0.07763691991567612 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.01818414404988289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232740044593811 + ], + "opposite_logprob_tokens": [ + -0.8982740044593811 + ], + "logprob_reward": -0.5232740044593811, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232740044593811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13440172374248505, + 0.05728410929441452, + 0.044131696224212646, + 0.04867346212267876, + 0.15476109087467194, + 0.05796165391802788, + 0.07092234492301941, + 0.029138730838894844, + 0.04808099940419197, + 0.35464420914649963 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.5232740044593811 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion shot, starting from a very low angle and gently tilting upward, captures a desperate confrontation on a rainy night. In the center of the frame, two warriors clad in full Japanese armor clash fiercely. The stone courtyard beneath their feet is soaked with rainwater, creating ripples with every step. The warrior on the left, clad in a gleaming black suit of armor, sees rainwater trickle down its layered plates and pauldrons tied with deep blue silk cords. He wears a ferocious mempo mask, his eyes blazing with a fierce determination. His opponent, clad in crimson armor, appears even more bloodthirsty in the dim light. Both men unleash their full might, their katanas slicing through the air in deadly arcs before clashing with thunderous force. At the moment their blades met, a dazzling burst of white sparks erupted. This brief, blinding glare ripped through the darkness of the night, illuminating the details of their rain-soaked armor, the contours of their taut muscles, and the splashing water droplets. It then cast a massive, distorted shadow, creating an extreme contrast between light and dark. As the camera steadily and slowly panned upward, the audience's gaze moved from their hands gripping the hilts, across the sparking blades, and finally upward to their resolute faces, drenched in rain and sweat, and looming in the light and shadow. The entire scene was filled with epic tension and brutal beauty.", + "seed": 30335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_6/index_286_seed_30335_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10284415530040861, + "vlm_logprob": -0.10284415530040861, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.10284415530040861, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050586406141519547 + ], + "opposite_logprob_tokens": [ + -3.050586462020874 + ], + "logprob_reward": -0.050586406141519547, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050586406141519547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18464508652687073, + 0.07609430700540543, + 0.10658574849367142, + 0.10964981466531754, + 0.1793603003025055, + 0.06698518246412277, + 0.036247558891773224, + 0.13346776366233826, + 0.03014322742819786, + 0.076820969581604 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.050586406141519547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764515670016408 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.00764515670016408, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764515670016408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2126229852437973, + 0.1423659473657608, + 0.1849607229232788, + 0.06627123057842255, + 0.07769887894392014, + 0.059040915220975876, + 0.03876163437962532, + 0.061912376433610916, + 0.08459622412919998, + 0.071769118309021 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00764515670016408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.284349650144577, + 0.05793264880776405, + 0.07922542095184326, + 0.04975438490509987, + 0.11160838603973389, + 0.07992499321699142, + 0.03752825781702995, + 0.1371963769197464, + 0.049210693687200546, + 0.11326920241117477 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11789193004369736, + 0.055911172181367874, + 0.07626503705978394, + 0.06331993639469147, + 0.08452250808477402, + 0.39128610491752625, + 0.05357588827610016, + 0.04080943018198013, + 0.056577470153570175, + 0.05984044820070267 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two warriors wearing full Japanese armor visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior on the left wearing black armor with deep blue silk cords and a ferocious mempo mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior on the right wearing crimson armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the warriors clash katanas that produce a dazzling burst of white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a very low angle and steadily pan upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288449287414551 + ], + "opposite_logprob_tokens": [ + -1.053844928741455 + ], + "logprob_reward": -0.4288449287414551, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288449287414551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26752418279647827, + 0.09526076167821884, + 0.09810438752174377, + 0.0426267609000206, + 0.14282411336898804, + 0.16954177618026733, + 0.04367532581090927, + 0.02568100020289421, + 0.03122473508119583, + 0.08353695273399353 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.4288449287414551 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_tensor([1501, 1501])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_tensor([1501, 1501])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..60688b066770d569dbd148fcadb62148f3eb4474 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_tensor([1501, 1501])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a low, upward angle, the camera steadily tilts upward, following a multi-legged suspension bridge maintenance spider as it ascends vertically along a main steel cable of astonishing diameter. Under the deep night, the entire scene is bathed in a deep, calm blue hue. The robot's deep blue composite exterior reflects the faint, cool glow of its own operating lights, while deep shadows precisely outline its complex mechanical structure, comprised of exposed hydraulic pipes, delicate gears, and interwoven wiring. Its multiple, articulated arms extend and retract in a steady, powerful rhythm, firmly clinging to the minutely worn steel cable. Each movement is precise and deliberate. Below, the shimmering black water surface and the distant city lights blur into a halo, creating a sense of high-tech loneliness and industrial aesthetic. The entire scene exudes the exquisite texture and visual impact of a game's CG.", + "seed": 7788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_1501_seed_7788_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033641438093036415, + "vlm_logprob": -0.033641438093036415, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.033641438093036415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05665057152509689 + ], + "opposite_logprob_tokens": [ + -2.9316506385803223 + ], + "logprob_reward": -0.05665057152509689, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05665057152509689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14968079328536987, + 0.0809193029999733, + 0.1493264138698578, + 0.13226382434368134, + 0.04954368993639946, + 0.11748257279396057, + 0.05529368668794632, + 0.04250848665833473, + 0.06752878427505493, + 0.15545246005058289 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.05665057152509689 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043094344437122345 + ], + "opposite_logprob_tokens": [ + -3.1680943965911865 + ], + "logprob_reward": -0.043094344437122345, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043094344437122345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368187665939331, + 0.20121179521083832, + 0.09782755374908447, + 0.06999275833368301, + 0.060268234461545944, + 0.07608028501272202, + 0.08150586485862732, + 0.06613139808177948, + 0.04405909404158592, + 0.1661042720079422 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.043094344437122345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028246049769222736 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028246049769222736, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028246049769222736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19740299880504608, + 0.0874178558588028, + 0.08517754822969437, + 0.07149432599544525, + 0.0537848174571991, + 0.09488421678543091, + 0.05402258783578873, + 0.07222844660282135, + 0.09546788036823273, + 0.1881193369626999 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0028246049769222736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06938459724187851, + 0.1055133044719696, + 0.06755805015563965, + 0.08139877021312714, + 0.054743196815252304, + 0.0976807251572609, + 0.07210376113653183, + 0.13152919709682465, + 0.03470809385180473, + 0.2853802740573883 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.0036151548847556114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202251464128494 + ], + "opposite_logprob_tokens": [ + -2.8120224475860596 + ], + "logprob_reward": -0.06202251464128494, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202251464128494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20803871750831604, + 0.1936342865228653, + 0.06724531948566437, + 0.04906945303082466, + 0.08940613269805908, + 0.06299939006567001, + 0.05905409902334213, + 0.06390213221311569, + 0.035510625690221786, + 0.17113986611366272 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.06202251464128494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low, upward angle, the camera steadily tilts upward, following a multi-legged suspension bridge maintenance spider as it ascends vertically along a main steel cable of astonishing diameter. Under the deep night, the entire scene is bathed in a deep, calm blue hue. The robot's deep blue composite exterior reflects the faint, cool glow of its own operating lights, while deep shadows precisely outline its complex mechanical structure, comprised of exposed hydraulic pipes, delicate gears, and interwoven wiring. Its multiple, articulated arms extend and retract in a steady, powerful rhythm, firmly clinging to the minutely worn steel cable. Each movement is precise and deliberate. Below, the shimmering black water surface and the distant city lights blur into a halo, creating a sense of high-tech loneliness and industrial aesthetic. The entire scene exudes the exquisite texture and visual impact of a game's CG.", + "seed": 7789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_1501_seed_7789_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030825878120958806, + "vlm_logprob": -0.030825878120958806, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.030825878120958806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07193871587514877 + ], + "opposite_logprob_tokens": [ + -2.6969387531280518 + ], + "logprob_reward": -0.07193871587514877, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07193871587514877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027447784319519997, + 0.01293317973613739, + 0.027722112834453583, + 0.12012963742017746, + 0.0422772578895092, + 0.05627819523215294, + 0.005901413504034281, + 0.015367490239441395, + 0.016645126044750214, + 0.675297737121582 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.07193871587514877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564430944621563 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.012564430944621563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564430944621563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021659767255187035, + 0.01559380628168583, + 0.024285083636641502, + 0.01543137151747942, + 0.174234539270401, + 0.025839002802968025, + 0.015926465392112732, + 0.05541110783815384, + 0.004775084089487791, + 0.6468438506126404 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.012564430944621563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108134351670742 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.01108134351670742, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108134351670742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022772353142499924, + 0.03707557171583176, + 0.02297038771212101, + 0.036987245082855225, + 0.027049709111452103, + 0.10156319290399551, + 0.018206998705863953, + 0.04234657436609268, + 0.026993392035365105, + 0.6640346050262451 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.01108134351670742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027314530685544014, + 0.011075860820710659, + 0.01923089660704136, + 0.006269368808716536, + 0.31411585211753845, + 0.166447252035141, + 0.0035741094034165144, + 0.028178617358207703, + 0.010496008209884167, + 0.413297563791275 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.003613848239183426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493105202913284 + ], + "opposite_logprob_tokens": [ + -2.929931163787842 + ], + "logprob_reward": -0.05493105202913284, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493105202913284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017244547605514526, + 0.004051481373608112, + 0.008046561852097511, + 0.008318256586790085, + 0.139311283826828, + 0.16930608451366425, + 0.012825715355575085, + 0.04571075364947319, + 0.003520375583320856, + 0.5916648507118225 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.05493105202913284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low, upward angle, the camera steadily tilts upward, following a multi-legged suspension bridge maintenance spider as it ascends vertically along a main steel cable of astonishing diameter. Under the deep night, the entire scene is bathed in a deep, calm blue hue. The robot's deep blue composite exterior reflects the faint, cool glow of its own operating lights, while deep shadows precisely outline its complex mechanical structure, comprised of exposed hydraulic pipes, delicate gears, and interwoven wiring. Its multiple, articulated arms extend and retract in a steady, powerful rhythm, firmly clinging to the minutely worn steel cable. Each movement is precise and deliberate. Below, the shimmering black water surface and the distant city lights blur into a halo, creating a sense of high-tech loneliness and industrial aesthetic. The entire scene exudes the exquisite texture and visual impact of a game's CG.", + "seed": 7790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_1501_seed_7790_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02212180821225047, + "vlm_logprob": -0.02212180821225047, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02212180821225047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04424063488841057 + ], + "opposite_logprob_tokens": [ + -3.169240713119507 + ], + "logprob_reward": -0.04424063488841057, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04424063488841057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07575296610593796, + 0.1022137925028801, + 0.12901046872138977, + 0.09331139922142029, + 0.1250045746564865, + 0.028234010562300682, + 0.03936807066202164, + 0.13167212903499603, + 0.10428621619939804, + 0.17114625871181488 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.04424063488841057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608831062912941 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.01608831062912941, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608831062912941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01789853349328041, + 0.0459110289812088, + 0.054321788251399994, + 0.013634209521114826, + 0.020947521552443504, + 0.01052551344037056, + 0.018274975940585136, + 0.7672264575958252, + 0.03290152549743652, + 0.018358441069722176 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.01608831062912941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036216876469552517 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036216876469552517, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036216876469552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08601967990398407, + 0.19957832992076874, + 0.14711794257164001, + 0.0814182460308075, + 0.04662999138236046, + 0.01307365670800209, + 0.04402409866452217, + 0.27451157569885254, + 0.04658669978380203, + 0.06103982403874397 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.0036216876469552517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17349159717559814, + 0.13759715855121613, + 0.09392548352479935, + 0.06191389635205269, + 0.197332501411438, + 0.024369804188609123, + 0.054418303072452545, + 0.14637385308742523, + 0.07598467916250229, + 0.03459271043539047 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.003613848239183426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430445596575737 + ], + "opposite_logprob_tokens": [ + -3.1680445671081543 + ], + "logprob_reward": -0.0430445596575737, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430445596575737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0293367151170969, + 0.04204782098531723, + 0.023523250594735146, + 0.02492034062743187, + 0.05356002226471901, + 0.006356577854603529, + 0.02412988431751728, + 0.7491472959518433, + 0.026112854480743408, + 0.020865147933363914 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.0430445596575737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low, upward angle, the camera steadily tilts upward, following a multi-legged suspension bridge maintenance spider as it ascends vertically along a main steel cable of astonishing diameter. Under the deep night, the entire scene is bathed in a deep, calm blue hue. The robot's deep blue composite exterior reflects the faint, cool glow of its own operating lights, while deep shadows precisely outline its complex mechanical structure, comprised of exposed hydraulic pipes, delicate gears, and interwoven wiring. Its multiple, articulated arms extend and retract in a steady, powerful rhythm, firmly clinging to the minutely worn steel cable. Each movement is precise and deliberate. Below, the shimmering black water surface and the distant city lights blur into a halo, creating a sense of high-tech loneliness and industrial aesthetic. The entire scene exudes the exquisite texture and visual impact of a game's CG.", + "seed": 7791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_8/index_1501_seed_7791_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04372102832421661, + "vlm_logprob": -0.04372102832421661, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04372102832421661, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03542583808302879 + ], + "opposite_logprob_tokens": [ + -3.410425901412964 + ], + "logprob_reward": -0.03542583808302879, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03542583808302879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11592856794595718, + 0.05864458531141281, + 0.10376769304275513, + 0.35117197036743164, + 0.11897923052310944, + 0.06135623902082443, + 0.05294207111001015, + 0.033210184425115585, + 0.067784383893013, + 0.036215100437402725 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03542583808302879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077078968286514 + ], + "opposite_logprob_tokens": [ + -2.812077045440674 + ], + "logprob_reward": -0.062077078968286514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077078968286514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17603236436843872, + 0.20092307031154633, + 0.09277612715959549, + 0.05092960596084595, + 0.07453332841396332, + 0.07226593792438507, + 0.10728246718645096, + 0.07187600433826447, + 0.08927097916603088, + 0.06411007046699524 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.062077078968286514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101555794477463 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.004101555794477463, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101555794477463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11344936490058899, + 0.14121299982070923, + 0.1416497528553009, + 0.09705167263746262, + 0.09952455013990402, + 0.04531894251704216, + 0.04829100891947746, + 0.08932920545339584, + 0.09854242205619812, + 0.12563014030456543 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.004101555794477463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643736481666565, + 0.08135496079921722, + 0.23044684529304504, + 0.056171316653490067, + 0.19716140627861023, + 0.06305645406246185, + 0.06133829057216644, + 0.06897315382957458, + 0.07097949832677841, + 0.07408066838979721 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-legged robot spider performing maintenance on a steel cable?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot spider moving vertically upward along a main steel cable of large diameter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot have a deep blue composite exterior with visible hydraulic pipes, gears, and wiring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at night with a deep, calm blue hue and the robot's operating lights visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily tilt upward to follow the robot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290540546178818 + ], + "opposite_logprob_tokens": [ + -2.237905502319336 + ], + "logprob_reward": -0.11290540546178818, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290540546178818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20970797538757324, + 0.07650937885046005, + 0.05973668023943901, + 0.07215458154678345, + 0.09544843435287476, + 0.06135532632470131, + 0.2037849724292755, + 0.06186067685484886, + 0.0793786495923996, + 0.08006329834461212 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.11290540546178818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_tensor([8990, 8990])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_tensor([8990, 8990])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee95c9ab3bc7f3b02a295577040d34ae8f9b8100 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_tensor([8990, 8990])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up, rendered in dramatic slow motion, captures the mesmerizing dissolution of a pristine white sugar cube as it sinks into a cup of rich black coffee. Initially, the cube's sharp, geometric edges and shimmering, faceted crystal structure blend seamlessly with the velvety, almost opaque black liquid. As the gentle, swirling vortex of coffee begins to work upon it, the cube's structure gracefully fractures; tiny, shimmering crystals detach from the main body, catching the light like miniature diamonds before disappearing into the murky depths. A delicate, milky plume blooms from the cube's base, spreading and spiraling outward, swept up by the coffee's delicate currents, creating an ethereal trail. A soft light source from above illuminates the scene, creating a subtle sheen on the coffee's surface and causing the eroded edges of the sugar cube to shimmer. The striking contrast between the bright white of the dissolving sugar and the deep black of the coffee creates a visually arresting, almost abstract composition, evoking a tranquil and hypnotic atmosphere of quiet transformation.", + "seed": 29353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_8990_seed_29353_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014615563116967678, + "vlm_logprob": -0.014615563116967678, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.014615563116967678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015711801126599312 + ], + "opposite_logprob_tokens": [ + -4.515711784362793 + ], + "logprob_reward": -0.015711801126599312, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.015711801126599312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314806342124939, + 0.07985613495111465, + 0.1507391780614853, + 0.12968268990516663, + 0.07260683178901672, + 0.08601127564907074, + 0.13950616121292114, + 0.10236193239688873, + 0.07298431545495987, + 0.03477077931165695 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.015711801126599312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114629685878754 + ], + "opposite_logprob_tokens": [ + -3.288114547729492 + ], + "logprob_reward": -0.038114629685878754, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114629685878754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24899893999099731, + 0.07728211581707001, + 0.08608689904212952, + 0.26625218987464905, + 0.024725869297981262, + 0.05473991110920906, + 0.12250518053770065, + 0.05542644485831261, + 0.02949526160955429, + 0.03448721021413803 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.038114629685878754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657186292111874 + ], + "opposite_logprob_tokens": [ + -4.758656978607178 + ], + "logprob_reward": -0.008657186292111874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657186292111874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07301595062017441, + 0.12156836688518524, + 0.21713455021381378, + 0.18449066579341888, + 0.09345956146717072, + 0.0701778382062912, + 0.12346437573432922, + 0.031031418591737747, + 0.028899487107992172, + 0.056757792830467224 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.008657186292111874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1651233285665512, + 0.11831030994653702, + 0.08211228996515274, + 0.24050430953502655, + 0.06129031628370285, + 0.051183540374040604, + 0.11240340024232864, + 0.04422730207443237, + 0.07555639743804932, + 0.04928882047533989 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953080952167511 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953080952167511, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953080952167511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22429651021957397, + 0.11832580715417862, + 0.10548944771289825, + 0.09424908459186554, + 0.09207494556903839, + 0.05047786235809326, + 0.1264916956424713, + 0.047931503504514694, + 0.062039587646722794, + 0.07862354815006256 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005953080952167511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, rendered in dramatic slow motion, captures the mesmerizing dissolution of a pristine white sugar cube as it sinks into a cup of rich black coffee. Initially, the cube's sharp, geometric edges and shimmering, faceted crystal structure blend seamlessly with the velvety, almost opaque black liquid. As the gentle, swirling vortex of coffee begins to work upon it, the cube's structure gracefully fractures; tiny, shimmering crystals detach from the main body, catching the light like miniature diamonds before disappearing into the murky depths. A delicate, milky plume blooms from the cube's base, spreading and spiraling outward, swept up by the coffee's delicate currents, creating an ethereal trail. A soft light source from above illuminates the scene, creating a subtle sheen on the coffee's surface and causing the eroded edges of the sugar cube to shimmer. The striking contrast between the bright white of the dissolving sugar and the deep black of the coffee creates a visually arresting, almost abstract composition, evoking a tranquil and hypnotic atmosphere of quiet transformation.", + "seed": 29354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_8990_seed_29354_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03506797105073929, + "vlm_logprob": -0.03506797105073929, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03506797105073929, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07039598375558853 + ], + "opposite_logprob_tokens": [ + -2.8203959465026855 + ], + "logprob_reward": -0.07039598375558853, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07039598375558853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08057082444429398, + 0.03597423806786537, + 0.013732553459703922, + 0.03374283015727997, + 0.12236493825912476, + 0.28454113006591797, + 0.235178142786026, + 0.0709696114063263, + 0.01978849060833454, + 0.10313723236322403 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.07039598375558853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890532061457634 + ], + "opposite_logprob_tokens": [ + -2.464053153991699 + ], + "logprob_reward": -0.0890532061457634, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890532061457634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1899711787700653, + 0.045631639659404755, + 0.09113647788763046, + 0.042773276567459106, + 0.2619014382362366, + 0.12503013014793396, + 0.1092885434627533, + 0.040825240314006805, + 0.023570368066430092, + 0.06987167149782181 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0890532061457634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632971551269293 + ], + "opposite_logprob_tokens": [ + -5.62863302230835 + ], + "logprob_reward": -0.003632971551269293, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632971551269293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08254892379045486, + 0.03329751268029213, + 0.07402344048023224, + 0.03270095959305763, + 0.24600529670715332, + 0.11578315496444702, + 0.2053193897008896, + 0.029446769505739212, + 0.0907449945807457, + 0.0901295393705368 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.003632971551269293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036165802739560604 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036165802739560604, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036165802739560604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16367878019809723, + 0.05357275530695915, + 0.09719441086053848, + 0.0515923909842968, + 0.2769944965839386, + 0.07035287469625473, + 0.09604513645172119, + 0.05062616243958473, + 0.06242125481367111, + 0.07752178609371185 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0036165802739560604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20500651001930237, + 0.07667337357997894, + 0.05744720250368118, + 0.10189686715602875, + 0.13167285919189453, + 0.13562077283859253, + 0.06676394492387772, + 0.055754199624061584, + 0.07331568747758865, + 0.09584859013557434 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.00864111352711916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, rendered in dramatic slow motion, captures the mesmerizing dissolution of a pristine white sugar cube as it sinks into a cup of rich black coffee. Initially, the cube's sharp, geometric edges and shimmering, faceted crystal structure blend seamlessly with the velvety, almost opaque black liquid. As the gentle, swirling vortex of coffee begins to work upon it, the cube's structure gracefully fractures; tiny, shimmering crystals detach from the main body, catching the light like miniature diamonds before disappearing into the murky depths. A delicate, milky plume blooms from the cube's base, spreading and spiraling outward, swept up by the coffee's delicate currents, creating an ethereal trail. A soft light source from above illuminates the scene, creating a subtle sheen on the coffee's surface and causing the eroded edges of the sugar cube to shimmer. The striking contrast between the bright white of the dissolving sugar and the deep black of the coffee creates a visually arresting, almost abstract composition, evoking a tranquil and hypnotic atmosphere of quiet transformation.", + "seed": 29355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_8990_seed_29355_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027979447133839132, + "vlm_logprob": -0.027979447133839132, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.027979447133839132, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05054345354437828 + ], + "opposite_logprob_tokens": [ + -3.1755435466766357 + ], + "logprob_reward": -0.05054345354437828, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05054345354437828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15097323060035706, + 0.09590178728103638, + 0.10919489711523056, + 0.04484759643673897, + 0.37062233686447144, + 0.052488625049591064, + 0.02203504368662834, + 0.0856742411851883, + 0.03216957673430443, + 0.03609268739819527 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.05054345354437828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062060609459877014 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.062060609459877014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062060609459877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10573437064886093, + 0.20965492725372314, + 0.06939832866191864, + 0.07852517813444138, + 0.18728798627853394, + 0.1612088829278946, + 0.05013614892959595, + 0.06227313354611397, + 0.03907889127731323, + 0.036702077835798264 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.062060609459877014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002212459221482277 + ], + "opposite_logprob_tokens": [ + -6.1272125244140625 + ], + "logprob_reward": -0.002212459221482277, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002212459221482277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13212737441062927, + 0.29014354944229126, + 0.1312061995267868, + 0.1073625236749649, + 0.02618846297264099, + 0.07299355417490005, + 0.06456419080495834, + 0.09825941175222397, + 0.0382353849709034, + 0.03891940787434578 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.002212459221482277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711440235376358, + 0.0892469510436058, + 0.15817706286907196, + 0.1774027943611145, + 0.06583139300346375, + 0.04944850876927376, + 0.12477415800094604, + 0.07510987669229507, + 0.028765352442860603, + 0.06009984761476517 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.012540768831968307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539944611489773 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539944611489773, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539944611489773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14108312129974365, + 0.130111962556839, + 0.30051571130752563, + 0.10113481432199478, + 0.18380455672740936, + 0.023349352180957794, + 0.03332148864865303, + 0.03331634774804115, + 0.017385195940732956, + 0.03597749024629593 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.012539944611489773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, rendered in dramatic slow motion, captures the mesmerizing dissolution of a pristine white sugar cube as it sinks into a cup of rich black coffee. Initially, the cube's sharp, geometric edges and shimmering, faceted crystal structure blend seamlessly with the velvety, almost opaque black liquid. As the gentle, swirling vortex of coffee begins to work upon it, the cube's structure gracefully fractures; tiny, shimmering crystals detach from the main body, catching the light like miniature diamonds before disappearing into the murky depths. A delicate, milky plume blooms from the cube's base, spreading and spiraling outward, swept up by the coffee's delicate currents, creating an ethereal trail. A soft light source from above illuminates the scene, creating a subtle sheen on the coffee's surface and causing the eroded edges of the sugar cube to shimmer. The striking contrast between the bright white of the dissolving sugar and the deep black of the coffee creates a visually arresting, almost abstract composition, evoking a tranquil and hypnotic atmosphere of quiet transformation.", + "seed": 29356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_0/index_8990_seed_29356_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023419176507741214, + "vlm_logprob": -0.023419176507741214, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.023419176507741214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02278318628668785 + ], + "opposite_logprob_tokens": [ + -4.147783279418945 + ], + "logprob_reward": -0.02278318628668785, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02278318628668785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10484109073877335, + 0.11628862470388412, + 0.04285843297839165, + 0.07036305963993073, + 0.17221058905124664, + 0.19772931933403015, + 0.05365969240665436, + 0.09628701955080032, + 0.08653144538402557, + 0.0592307485640049 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.02278318628668785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899120450019836 + ], + "opposite_logprob_tokens": [ + -2.578991174697876 + ], + "logprob_reward": -0.07899120450019836, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899120450019836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08485356718301773, + 0.05236514285206795, + 0.036916784942150116, + 0.048570435494184494, + 0.09146986156702042, + 0.09757772088050842, + 0.045473579317331314, + 0.030298933386802673, + 0.28758683800697327, + 0.22488714754581451 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.07899120450019836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004113784059882164 + ], + "opposite_logprob_tokens": [ + -5.504113674163818 + ], + "logprob_reward": -0.004113784059882164, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004113784059882164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39826324582099915, + 0.07944268733263016, + 0.03579610958695412, + 0.03996913507580757, + 0.06300180405378342, + 0.09954730421304703, + 0.07863257825374603, + 0.05632150173187256, + 0.08871862292289734, + 0.06030704453587532 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.004113784059882164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10973052680492401, + 0.061342887580394745, + 0.04927486181259155, + 0.0393923744559288, + 0.04892553761601448, + 0.20377448201179504, + 0.052206188440322876, + 0.10630854219198227, + 0.10479731112718582, + 0.22424735128879547 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pristine white sugar cube visible sinking into a cup of rich black coffee?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a milky plume bloom from the base of the sugar cube and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft light source from above creating a sheen on the coffee's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525747099891305 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.00525747099891305, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525747099891305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36148905754089355, + 0.06301401555538177, + 0.054314810782670975, + 0.04012095928192139, + 0.13175174593925476, + 0.09265375882387161, + 0.07459452003240585, + 0.0261082723736763, + 0.09849933534860611, + 0.05745347961783409 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.00525747099891305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_tensor([8023, 8023])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_tensor([8023, 8023])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d83902a050f97f633a0a24212ea494b899a01db8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_tensor([8023, 8023])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, full-body photograph captures a magnificent Taoist robe, rendered in the vibrant and tactile style of Pixar animation, perfectly suspended from a dark, polished wooden stand. The robe itself is a deep, vibrant sapphire blue, crafted from a fabric that resembles thick, flowing silk, with wide, floor-length sleeves and a crimson fringe. Set in a dimly lit, ancient room, the vague outlines of scroll-like bookshelves and antique furniture barely visible in the background create a sense of sacred solitude. The entire garment begins to glow with a soft, magical, golden-white light, emanating from within the silken threads. With each gentle, rhythmic pulse, the wide sleeves sway gracefully and slowly, as if stirred by an unseen, mysterious breeze. On the back of the robe, a large, intricately embroidered yin-yang symbol takes center stage; the black and white sections, sewn with thick, lustrous thread, radiate a concentrated, brilliant light that interweaves perfectly with each beat of the light, creating a tranquil and magical atmosphere.", + "seed": 15541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_8023_seed_15541_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025434289127588272, + "vlm_logprob": -0.025434289127588272, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.025434289127588272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07092292606830597 + ], + "opposite_logprob_tokens": [ + -2.6959228515625 + ], + "logprob_reward": -0.07092292606830597, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07092292606830597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23198379576206207, + 0.05761294811964035, + 0.13787022233009338, + 0.029339568689465523, + 0.16792427003383636, + 0.07562187314033508, + 0.05333627015352249, + 0.034230686724185944, + 0.1108933538198471, + 0.10118697583675385 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.07092292606830597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3385542929172516, + 0.08910415321588516, + 0.09620334953069687, + 0.02316933125257492, + 0.13665713369846344, + 0.030093440786004066, + 0.048475489020347595, + 0.15522471070289612, + 0.03357478231191635, + 0.048943329602479935 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708471804857254 + ], + "opposite_logprob_tokens": [ + -3.4087085723876953 + ], + "logprob_reward": -0.033708471804857254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708471804857254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17699681222438812, + 0.09236015379428864, + 0.3402211666107178, + 0.021582046523690224, + 0.04001936689019203, + 0.07930018752813339, + 0.050837382674217224, + 0.027504879981279373, + 0.10085997730493546, + 0.07031800597906113 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.033708471804857254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256284959614277 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256284959614277, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256284959614277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1875244826078415, + 0.062489282339811325, + 0.07013177871704102, + 0.04259724169969559, + 0.11739127337932587, + 0.04751207306981087, + 0.047507572919130325, + 0.2064424306154251, + 0.19053849577903748, + 0.027865411713719368 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.005256284959614277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17592285573482513, + 0.04797074571251869, + 0.059010446071624756, + 0.0352555513381958, + 0.38714566826820374, + 0.01709870994091034, + 0.11170221120119095, + 0.1022622361779213, + 0.03869986534118652, + 0.02493174374103546 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.008640285581350327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body photograph captures a magnificent Taoist robe, rendered in the vibrant and tactile style of Pixar animation, perfectly suspended from a dark, polished wooden stand. The robe itself is a deep, vibrant sapphire blue, crafted from a fabric that resembles thick, flowing silk, with wide, floor-length sleeves and a crimson fringe. Set in a dimly lit, ancient room, the vague outlines of scroll-like bookshelves and antique furniture barely visible in the background create a sense of sacred solitude. The entire garment begins to glow with a soft, magical, golden-white light, emanating from within the silken threads. With each gentle, rhythmic pulse, the wide sleeves sway gracefully and slowly, as if stirred by an unseen, mysterious breeze. On the back of the robe, a large, intricately embroidered yin-yang symbol takes center stage; the black and white sections, sewn with thick, lustrous thread, radiate a concentrated, brilliant light that interweaves perfectly with each beat of the light, creating a tranquil and magical atmosphere.", + "seed": 15542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_8023_seed_15542_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042313129920512435, + "vlm_logprob": -0.042313129920512435, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.042313129920512435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05610263720154762 + ], + "opposite_logprob_tokens": [ + -2.931102752685547 + ], + "logprob_reward": -0.05610263720154762, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05610263720154762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11092256754636765, + 0.06696978211402893, + 0.052940454334020615, + 0.11792030185461044, + 0.13040190935134888, + 0.07567641139030457, + 0.04315433278679848, + 0.07509052008390427, + 0.1044325977563858, + 0.22249117493629456 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.05610263720154762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674246484413743 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.00674246484413743, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674246484413743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048580605536699295, + 0.04777088016271591, + 0.02428371086716652, + 0.05588596314191818, + 0.5080022811889648, + 0.0817883312702179, + 0.02966153249144554, + 0.03624860197305679, + 0.056426819413900375, + 0.11135134100914001 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.00674246484413743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296790838241577 + ], + "opposite_logprob_tokens": [ + -2.2379679679870605 + ], + "logprob_reward": -0.11296790838241577, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296790838241577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12204733490943909, + 0.083311527967453, + 0.07014191150665283, + 0.09344695508480072, + 0.0875074714422226, + 0.10181562602519989, + 0.038806039839982986, + 0.08105621486902237, + 0.2317359298467636, + 0.09013102948665619 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.11296790838241577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951540544629097 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951540544629097, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951540544629097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06072358042001724, + 0.03870999440550804, + 0.02274235524237156, + 0.02375662326812744, + 0.018276404589414597, + 0.02384127862751484, + 0.016540100798010826, + 0.05015363171696663, + 0.07260134816169739, + 0.6726547479629517 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005951540544629097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033994924277067184, + 0.02877102792263031, + 0.024394219741225243, + 0.033020373433828354, + 0.21687166392803192, + 0.015011820010840893, + 0.019151737913489342, + 0.031047211959958076, + 0.10077466815710068, + 0.49696236848831177 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.029801098629832268 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body photograph captures a magnificent Taoist robe, rendered in the vibrant and tactile style of Pixar animation, perfectly suspended from a dark, polished wooden stand. The robe itself is a deep, vibrant sapphire blue, crafted from a fabric that resembles thick, flowing silk, with wide, floor-length sleeves and a crimson fringe. Set in a dimly lit, ancient room, the vague outlines of scroll-like bookshelves and antique furniture barely visible in the background create a sense of sacred solitude. The entire garment begins to glow with a soft, magical, golden-white light, emanating from within the silken threads. With each gentle, rhythmic pulse, the wide sleeves sway gracefully and slowly, as if stirred by an unseen, mysterious breeze. On the back of the robe, a large, intricately embroidered yin-yang symbol takes center stage; the black and white sections, sewn with thick, lustrous thread, radiate a concentrated, brilliant light that interweaves perfectly with each beat of the light, creating a tranquil and magical atmosphere.", + "seed": 15543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_8023_seed_15543_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023587946337647735, + "vlm_logprob": -0.023587946337647735, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.023587946337647735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05574653670191765 + ], + "opposite_logprob_tokens": [ + -2.930746555328369 + ], + "logprob_reward": -0.05574653670191765, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05574653670191765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11323797702789307, + 0.3281953036785126, + 0.06498246639966965, + 0.05578768625855446, + 0.05268270894885063, + 0.18811620771884918, + 0.03625154122710228, + 0.03500610217452049, + 0.06078849732875824, + 0.06495149433612823 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.05574653670191765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630605716258287 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630605716258287, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630605716258287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12585566937923431, + 0.1134805828332901, + 0.08707963675260544, + 0.13533224165439606, + 0.0637848973274231, + 0.24375425279140472, + 0.0341651551425457, + 0.05431653931736946, + 0.0293393824249506, + 0.11289168149232864 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.007630605716258287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306865110993385 + ], + "opposite_logprob_tokens": [ + -3.1680686473846436 + ], + "logprob_reward": -0.04306865110993385, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306865110993385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21114276349544525, + 0.16867753863334656, + 0.045346882194280624, + 0.05679178237915039, + 0.0500946007668972, + 0.11624559015035629, + 0.03574938327074051, + 0.03247905895113945, + 0.11836770921945572, + 0.16510474681854248 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04306865110993385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978058110922575 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.00978058110922575, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978058110922575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13243018090724945, + 0.19354188442230225, + 0.11861047148704529, + 0.09504707902669907, + 0.0385311096906662, + 0.08070190995931625, + 0.051722537726163864, + 0.038950011134147644, + 0.09926310926675797, + 0.1512017697095871 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00978058110922575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017133570509031415 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017133570509031415, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017133570509031415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11884711682796478, + 0.1371908187866211, + 0.06530763953924179, + 0.09933330863714218, + 0.054717231541872025, + 0.060211870819330215, + 0.05478433147072792, + 0.038309983909130096, + 0.18778353929519653, + 0.18351416289806366 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.0017133570509031415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-body photograph captures a magnificent Taoist robe, rendered in the vibrant and tactile style of Pixar animation, perfectly suspended from a dark, polished wooden stand. The robe itself is a deep, vibrant sapphire blue, crafted from a fabric that resembles thick, flowing silk, with wide, floor-length sleeves and a crimson fringe. Set in a dimly lit, ancient room, the vague outlines of scroll-like bookshelves and antique furniture barely visible in the background create a sense of sacred solitude. The entire garment begins to glow with a soft, magical, golden-white light, emanating from within the silken threads. With each gentle, rhythmic pulse, the wide sleeves sway gracefully and slowly, as if stirred by an unseen, mysterious breeze. On the back of the robe, a large, intricately embroidered yin-yang symbol takes center stage; the black and white sections, sewn with thick, lustrous thread, radiate a concentrated, brilliant light that interweaves perfectly with each beat of the light, creating a tranquil and magical atmosphere.", + "seed": 15544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_1/index_8023_seed_15544_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022933783661574125, + "vlm_logprob": -0.022933783661574125, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.022933783661574125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038654960691928864 + ], + "opposite_logprob_tokens": [ + -3.2886550426483154 + ], + "logprob_reward": -0.038654960691928864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038654960691928864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.156668558716774, + 0.05723489075899124, + 0.08088826388120651, + 0.03134455159306526, + 0.037224020808935165, + 0.041220489889383316, + 0.09203983098268509, + 0.11767253279685974, + 0.3538420796394348, + 0.031864725053310394 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.038654960691928864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2530762851238251, + 0.2503776252269745, + 0.1690167933702469, + 0.045092836022377014, + 0.0343564935028553, + 0.02804897539317608, + 0.05526713654398918, + 0.0454995259642601, + 0.07125586271286011, + 0.0480085089802742 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661477863788605 + ], + "opposite_logprob_tokens": [ + -3.048661470413208 + ], + "logprob_reward": -0.048661477863788605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661477863788605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22346854209899902, + 0.15551497042179108, + 0.08101402223110199, + 0.10681106150150299, + 0.04554135724902153, + 0.03928544372320175, + 0.06449243426322937, + 0.062045056372880936, + 0.16201689839363098, + 0.059810247272253036 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.048661477863788605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32463324069976807, + 0.08649767935276031, + 0.032673489302396774, + 0.02254052646458149, + 0.16161009669303894, + 0.19359275698661804, + 0.045897163450717926, + 0.031378213316202164, + 0.04584070295095444, + 0.05533614009618759 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Taoist robe displayed on a dark, polished wooden stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robe deep sapphire blue with wide, floor-length sleeves and a crimson fringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dimly lit ancient room with vague outlines of scroll-like bookshelves and antique furniture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robe emit a soft, magical golden-white light that pulses rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a large, embroidered yin-yang symbol on the back of the robe that radiates brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4529091715812683, + 0.06608898192644119, + 0.06394386291503906, + 0.0795607939362526, + 0.10044047236442566, + 0.06602221727371216, + 0.04239300638437271, + 0.038969509303569794, + 0.03447282314300537, + 0.05519912391901016 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00763084227219224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_tensor([6762, 6762])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_tensor([6762, 6762])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f17bacfa7eb9ffd107a73d8e05ef9fcd4711ecb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_tensor([6762, 6762])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, captured parallel to the subject, is captured in an incredibly slow, smooth clockwise rotation, as if on a silent pilgrimage. At the center of the frame, a tiny tree frog, vibrant emerald green, curled up, peacefully slumbering on a broad, unfurling bamboo leaf. Soft, diffused morning light penetrates the sparse canopy of bamboo, evenly scattering its body, giving its translucent skin the soft, smooth texture of delicate jade. The network of tiny, reddish blood vessels beneath its skin and the almost imperceptible rise and fall of its abdomen, driven by respiration, are clearly visible, vividly revealing the pulse of life. The surface of the bamboo leaf is covered with shimmering morning dew, each plump drop acting like a miniature magnifying glass, reflecting the surrounding bamboo background, blurred into a hazy green. As the camera rotates steadily and majestically, light plays across the frog's smooth back and the round dewdrops, creating a constantly shifting pattern of soft highlights. The entire scene is dominated by different levels of green, dotted with the gleam of dewdrops and the faint blood color under the skin, creating an atmosphere of extreme tranquility, solemnity and the sacredness of life.", + "seed": 25956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_6762_seed_25956_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12769418191164733, + "vlm_logprob": -0.12769418191164733, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.12769418191164733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06445933133363724 + ], + "opposite_logprob_tokens": [ + -2.8144593238830566 + ], + "logprob_reward": -0.06445933133363724, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06445933133363724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09570471197366714, + 0.2995623052120209, + 0.08610639721155167, + 0.12822838127613068, + 0.04427610710263252, + 0.02559126913547516, + 0.06936033070087433, + 0.08731814473867416, + 0.10464581847190857, + 0.05920647084712982 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.06445933133363724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638358250260353 + ], + "opposite_logprob_tokens": [ + -3.651383638381958 + ], + "logprob_reward": -0.02638358250260353, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638358250260353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06899422407150269, + 0.20504777133464813, + 0.04597891867160797, + 0.20707283914089203, + 0.03729333356022835, + 0.02063284069299698, + 0.10829431563615799, + 0.21441242098808289, + 0.03128712996840477, + 0.060986269265413284 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.02638358250260353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521004378795624 + ], + "opposite_logprob_tokens": [ + -1.5021004676818848 + ], + "logprob_reward": -0.2521004378795624, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521004378795624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33955034613609314, + 0.2717023193836212, + 0.09468841552734375, + 0.071910060942173, + 0.04375311732292175, + 0.03172925487160683, + 0.05526937171816826, + 0.027894582599401474, + 0.03125256299972534, + 0.032249946147203445 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2521004378795624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13855502009391785, + 0.35969793796539307, + 0.05238654837012291, + 0.12810315191745758, + 0.02068738453090191, + 0.02243812382221222, + 0.10373412072658539, + 0.026578053832054138, + 0.043706782162189484, + 0.10411287099123001 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.014203409664332867 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813241481781006 + ], + "opposite_logprob_tokens": [ + -1.4063241481781006 + ], + "logprob_reward": -0.2813241481781006, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813241481781006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18136976659297943, + 0.28874707221984863, + 0.03966112434864044, + 0.049010664224624634, + 0.06261654198169708, + 0.029424918815493584, + 0.042273130267858505, + 0.040223103016614914, + 0.031224612146615982, + 0.23544909060001373 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.2813241481781006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured parallel to the subject, is captured in an incredibly slow, smooth clockwise rotation, as if on a silent pilgrimage. At the center of the frame, a tiny tree frog, vibrant emerald green, curled up, peacefully slumbering on a broad, unfurling bamboo leaf. Soft, diffused morning light penetrates the sparse canopy of bamboo, evenly scattering its body, giving its translucent skin the soft, smooth texture of delicate jade. The network of tiny, reddish blood vessels beneath its skin and the almost imperceptible rise and fall of its abdomen, driven by respiration, are clearly visible, vividly revealing the pulse of life. The surface of the bamboo leaf is covered with shimmering morning dew, each plump drop acting like a miniature magnifying glass, reflecting the surrounding bamboo background, blurred into a hazy green. As the camera rotates steadily and majestically, light plays across the frog's smooth back and the round dewdrops, creating a constantly shifting pattern of soft highlights. The entire scene is dominated by different levels of green, dotted with the gleam of dewdrops and the faint blood color under the skin, creating an atmosphere of extreme tranquility, solemnity and the sacredness of life.", + "seed": 25957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_6762_seed_25957_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.052734538726508615, + "vlm_logprob": -0.052734538726508615, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.052734538726508615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08338871598243713 + ], + "opposite_logprob_tokens": [ + -2.5833888053894043 + ], + "logprob_reward": -0.08338871598243713, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08338871598243713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10839002579450607, + 0.05034896731376648, + 0.04038572311401367, + 0.10091440379619598, + 0.051843006163835526, + 0.04211942479014397, + 0.3586389422416687, + 0.08557992428541183, + 0.12359686940908432, + 0.03818272799253464 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.08338871598243713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006616145372391 + ], + "opposite_logprob_tokens": [ + -2.695066213607788 + ], + "logprob_reward": -0.07006616145372391, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006616145372391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09489099681377411, + 0.037877921015024185, + 0.053727973252534866, + 0.07518129795789719, + 0.053378596901893616, + 0.08598801493644714, + 0.3094915449619293, + 0.10320692509412766, + 0.08532146364450455, + 0.10093524307012558 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.07006616145372391 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2136673629283905, + 0.13541315495967865, + 0.10080595314502716, + 0.07648759335279465, + 0.15734663605690002, + 0.036634303629398346, + 0.08862700313329697, + 0.04806620255112648, + 0.09992256760597229, + 0.04302917420864105 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545241974294186 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545241974294186, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545241974294186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08975493162870407, + 0.0468294583261013, + 0.05299149826169014, + 0.07121612131595612, + 0.10923819243907928, + 0.05732987821102142, + 0.26921820640563965, + 0.11876931041479111, + 0.10585097223520279, + 0.07880141586065292 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.012545241974294186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890292152762413 + ], + "opposite_logprob_tokens": [ + -2.464029312133789 + ], + "logprob_reward": -0.0890292152762413, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890292152762413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06022960692644119, + 0.06382528692483902, + 0.09174642711877823, + 0.12369181215763092, + 0.27135542035102844, + 0.10221685469150543, + 0.18155615031719208, + 0.030693113803863525, + 0.04603871330618858, + 0.02864663489162922 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.0890292152762413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured parallel to the subject, is captured in an incredibly slow, smooth clockwise rotation, as if on a silent pilgrimage. At the center of the frame, a tiny tree frog, vibrant emerald green, curled up, peacefully slumbering on a broad, unfurling bamboo leaf. Soft, diffused morning light penetrates the sparse canopy of bamboo, evenly scattering its body, giving its translucent skin the soft, smooth texture of delicate jade. The network of tiny, reddish blood vessels beneath its skin and the almost imperceptible rise and fall of its abdomen, driven by respiration, are clearly visible, vividly revealing the pulse of life. The surface of the bamboo leaf is covered with shimmering morning dew, each plump drop acting like a miniature magnifying glass, reflecting the surrounding bamboo background, blurred into a hazy green. As the camera rotates steadily and majestically, light plays across the frog's smooth back and the round dewdrops, creating a constantly shifting pattern of soft highlights. The entire scene is dominated by different levels of green, dotted with the gleam of dewdrops and the faint blood color under the skin, creating an atmosphere of extreme tranquility, solemnity and the sacredness of life.", + "seed": 25958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_6762_seed_25958_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04170836415141821, + "vlm_logprob": -0.04170836415141821, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04170836415141821, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10294118523597717 + ], + "opposite_logprob_tokens": [ + -2.3529412746429443 + ], + "logprob_reward": -0.10294118523597717, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10294118523597717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08592869341373444, + 0.045383647084236145, + 0.04417233541607857, + 0.11425811797380447, + 0.04486995190382004, + 0.3715531527996063, + 0.14342816174030304, + 0.03496039658784866, + 0.06079750880599022, + 0.05464795604348183 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.10294118523597717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568315491080284 + ], + "opposite_logprob_tokens": [ + -4.387568473815918 + ], + "logprob_reward": -0.012568315491080284, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568315491080284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1809263527393341, + 0.08196888864040375, + 0.04205971956253052, + 0.19687935709953308, + 0.04657357558608055, + 0.16167794167995453, + 0.10896322131156921, + 0.054298702627420425, + 0.04594583809375763, + 0.080706387758255 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.012568315491080284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13438139855861664, + 0.04485742002725601, + 0.06462080776691437, + 0.09022001922130585, + 0.04044117033481598, + 0.21406589448451996, + 0.21724213659763336, + 0.0249035507440567, + 0.06784597784280777, + 0.10142163932323456 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.004638862796127796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635536715388298 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.02635536715388298, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635536715388298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07572748512029648, + 0.27164819836616516, + 0.07739999890327454, + 0.18400661647319794, + 0.045012202113866806, + 0.10018926858901978, + 0.06009252369403839, + 0.03788001835346222, + 0.08371631056070328, + 0.06432737410068512 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.02635536715388298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203809008002281 + ], + "opposite_logprob_tokens": [ + -2.8120381832122803 + ], + "logprob_reward": -0.06203809008002281, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203809008002281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12924028933048248, + 0.12722158432006836, + 0.15792104601860046, + 0.23191042244434357, + 0.10356204211711884, + 0.03746017441153526, + 0.04715868830680847, + 0.08930183202028275, + 0.050844863057136536, + 0.025379033759236336 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.06203809008002281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured parallel to the subject, is captured in an incredibly slow, smooth clockwise rotation, as if on a silent pilgrimage. At the center of the frame, a tiny tree frog, vibrant emerald green, curled up, peacefully slumbering on a broad, unfurling bamboo leaf. Soft, diffused morning light penetrates the sparse canopy of bamboo, evenly scattering its body, giving its translucent skin the soft, smooth texture of delicate jade. The network of tiny, reddish blood vessels beneath its skin and the almost imperceptible rise and fall of its abdomen, driven by respiration, are clearly visible, vividly revealing the pulse of life. The surface of the bamboo leaf is covered with shimmering morning dew, each plump drop acting like a miniature magnifying glass, reflecting the surrounding bamboo background, blurred into a hazy green. As the camera rotates steadily and majestically, light plays across the frog's smooth back and the round dewdrops, creating a constantly shifting pattern of soft highlights. The entire scene is dominated by different levels of green, dotted with the gleam of dewdrops and the faint blood color under the skin, creating an atmosphere of extreme tranquility, solemnity and the sacredness of life.", + "seed": 25959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_10/index_6762_seed_25959_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09161488823592663, + "vlm_logprob": -0.09161488823592663, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.09161488823592663, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22958135604858398 + ], + "opposite_logprob_tokens": [ + -1.604581356048584 + ], + "logprob_reward": -0.22958135604858398, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22958135604858398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16291896998882294, + 0.1681385636329651, + 0.1263713538646698, + 0.056702494621276855, + 0.14983505010604858, + 0.11795538663864136, + 0.09214407205581665, + 0.029192117974162102, + 0.03386251628398895, + 0.06287942826747894 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.22958135604858398 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500270053744316 + ], + "opposite_logprob_tokens": [ + -2.9300026893615723 + ], + "logprob_reward": -0.05500270053744316, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500270053744316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31350448727607727, + 0.15130871534347534, + 0.09810628741979599, + 0.046859994530677795, + 0.09583962708711624, + 0.065492182970047, + 0.11492020636796951, + 0.028944071382284164, + 0.04035291075706482, + 0.04467146098613739 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.05500270053744316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195616081357002 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.018195616081357002, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195616081357002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20807704329490662, + 0.091947540640831, + 0.04269099980592728, + 0.04238077253103256, + 0.35896456241607666, + 0.04403753578662872, + 0.09698686003684998, + 0.04331182315945625, + 0.02081214264035225, + 0.050790708512067795 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.018195616081357002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054987356066703796 + ], + "opposite_logprob_tokens": [ + -2.9299874305725098 + ], + "logprob_reward": -0.054987356066703796, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054987356066703796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13063262403011322, + 0.0996168777346611, + 0.125240296125412, + 0.12762108445167542, + 0.1418047696352005, + 0.04835081472992897, + 0.15166889131069183, + 0.06520814448595047, + 0.058307766914367676, + 0.05154872685670853 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.054987356066703796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a tiny tree frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog vibrant emerald green, curled up, and peacefully slumbering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog resting on a broad, unfurling bamboo leaf covered with shimmering morning dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the frog's translucent skin, reddish blood vessels, and rising abdomen clearly visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth clockwise rotation parallel to the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003074124455452 + ], + "opposite_logprob_tokens": [ + -2.3503074645996094 + ], + "logprob_reward": -0.1003074124455452, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003074124455452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05666818469762802, + 0.0725494772195816, + 0.020499490201473236, + 0.0408182255923748, + 0.2660340666770935, + 0.12938429415225983, + 0.2075851410627365, + 0.047213114798069, + 0.11755084991455078, + 0.041697196662425995 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.1003074124455452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_tensor([4549, 4549])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_tensor([4549, 4549])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e63e4aaa49ed141bad30ca5eb44b1c05f7183ac3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_tensor([4549, 4549])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shaky, first-person perspective, shot from inside the operator's cabin, looking out through the dusty front window, frames the scene. The bulldozer's massive yellow steel blade dominates the view, its surface scarred and pitted, caked with a layer of dried mud and fresh, dark soil. The camera shudders violently as the machine tilts forward, its powerful hydraulic arm steadily lowering the blade. With a deep, grinding throttle, the blade bites decisively into a mass of earth and rubble, relentlessly stirring and pushing the chaotic mixture of soil, rock, and broken wood that tumbles across its curved surface. The bulldozer navigates a vast, chaotic construction site under a harsh, hazy sunlight. In the background, piles of gravel, heaps of rebar, and the skeletons of other mechanical operations are visible through thick, swirling clouds of golden-brown dust. Sunlight glints off the scraping metal edge of the blade, illuminating the dense particles in the air and creating a gritty, high-contrast atmosphere of raw industrial power and relentless, focused work.", + "seed": 29499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_4549_seed_29499_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036209576623514296, + "vlm_logprob": -0.036209576623514296, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.036209576623514296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11562370508909225 + ], + "opposite_logprob_tokens": [ + -2.240623712539673 + ], + "logprob_reward": -0.11562370508909225, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11562370508909225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1299411654472351, + 0.07882312685251236, + 0.29743853211402893, + 0.08136323094367981, + 0.043455589562654495, + 0.04300900548696518, + 0.031452398747205734, + 0.07753046602010727, + 0.19298560917377472, + 0.024000803008675575 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.11562370508909225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006760462652891874 + ], + "opposite_logprob_tokens": [ + -5.006760597229004 + ], + "logprob_reward": -0.006760462652891874, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006760462652891874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1764737069606781, + 0.032987333834171295, + 0.2551492154598236, + 0.09778949618339539, + 0.12406744062900543, + 0.047290951013565063, + 0.03503750264644623, + 0.0261260773986578, + 0.11165589839220047, + 0.09342239052057266 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.006760462652891874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822157695889473 + ], + "opposite_logprob_tokens": [ + -3.5298221111297607 + ], + "logprob_reward": -0.029822157695889473, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822157695889473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0698307454586029, + 0.041343558579683304, + 0.2626985013484955, + 0.03485661372542381, + 0.03886840492486954, + 0.05919435992836952, + 0.1052185595035553, + 0.15142273902893066, + 0.13588416576385498, + 0.10068236291408539 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.029822157695889473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5748777985572815, + 0.052681051194667816, + 0.13762709498405457, + 0.021367931738495827, + 0.03282247856259346, + 0.02404096908867359, + 0.01961897686123848, + 0.024389224126935005, + 0.09351696074008942, + 0.019057558849453926 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.026352349668741226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489208010956645 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489208010956645, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489208010956645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18439331650733948, + 0.07180629670619965, + 0.08877826482057571, + 0.05526524782180786, + 0.024031605571508408, + 0.08187872916460037, + 0.06272334605455399, + 0.04976850003004074, + 0.2538891136646271, + 0.1274656355381012 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.002489208010956645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, first-person perspective, shot from inside the operator's cabin, looking out through the dusty front window, frames the scene. The bulldozer's massive yellow steel blade dominates the view, its surface scarred and pitted, caked with a layer of dried mud and fresh, dark soil. The camera shudders violently as the machine tilts forward, its powerful hydraulic arm steadily lowering the blade. With a deep, grinding throttle, the blade bites decisively into a mass of earth and rubble, relentlessly stirring and pushing the chaotic mixture of soil, rock, and broken wood that tumbles across its curved surface. The bulldozer navigates a vast, chaotic construction site under a harsh, hazy sunlight. In the background, piles of gravel, heaps of rebar, and the skeletons of other mechanical operations are visible through thick, swirling clouds of golden-brown dust. Sunlight glints off the scraping metal edge of the blade, illuminating the dense particles in the air and creating a gritty, high-contrast atmosphere of raw industrial power and relentless, focused work.", + "seed": 29500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_4549_seed_29500_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02925503537990153, + "vlm_logprob": -0.02925503537990153, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.02925503537990153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035013146698474884 + ], + "opposite_logprob_tokens": [ + -3.535013198852539 + ], + "logprob_reward": -0.035013146698474884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.035013146698474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314876526594162, + 0.27033641934394836, + 0.16666722297668457, + 0.03735116496682167, + 0.029226718470454216, + 0.04079819470643997, + 0.1893797069787979, + 0.021649640053510666, + 0.08791574835777283, + 0.02518758550286293 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.035013146698474884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041147335432469845 + ], + "opposite_logprob_tokens": [ + -5.504114627838135 + ], + "logprob_reward": -0.0041147335432469845, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041147335432469845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14521387219429016, + 0.11231645941734314, + 0.2535531222820282, + 0.046652570366859436, + 0.1295793056488037, + 0.045796602964401245, + 0.06825489550828934, + 0.03400073200464249, + 0.10320690274238586, + 0.06142557039856911 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0041147335432469845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031452775001526 + ], + "opposite_logprob_tokens": [ + -2.3503146171569824 + ], + "logprob_reward": -0.10031452775001526, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031452775001526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1301221400499344, + 0.12973494827747345, + 0.1512499898672104, + 0.049190454185009, + 0.10449275374412537, + 0.14522452652454376, + 0.13147315382957458, + 0.03004448302090168, + 0.06278462707996368, + 0.06568293273448944 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.10031452775001526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637913778424263 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637913778424263, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637913778424263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19545602798461914, + 0.10647892951965332, + 0.17721927165985107, + 0.06463312357664108, + 0.04129381477832794, + 0.13181442022323608, + 0.0806431919336319, + 0.02783258445560932, + 0.07212186604738235, + 0.10250670462846756 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.004637913778424263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021948551293462515 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021948551293462515, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021948551293462515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17881064116954803, + 0.0812356099486351, + 0.282340407371521, + 0.039004214107990265, + 0.02130349911749363, + 0.03646737337112427, + 0.2520360052585602, + 0.020659003406763077, + 0.042846210300922394, + 0.04529699310660362 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0021948551293462515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, first-person perspective, shot from inside the operator's cabin, looking out through the dusty front window, frames the scene. The bulldozer's massive yellow steel blade dominates the view, its surface scarred and pitted, caked with a layer of dried mud and fresh, dark soil. The camera shudders violently as the machine tilts forward, its powerful hydraulic arm steadily lowering the blade. With a deep, grinding throttle, the blade bites decisively into a mass of earth and rubble, relentlessly stirring and pushing the chaotic mixture of soil, rock, and broken wood that tumbles across its curved surface. The bulldozer navigates a vast, chaotic construction site under a harsh, hazy sunlight. In the background, piles of gravel, heaps of rebar, and the skeletons of other mechanical operations are visible through thick, swirling clouds of golden-brown dust. Sunlight glints off the scraping metal edge of the blade, illuminating the dense particles in the air and creating a gritty, high-contrast atmosphere of raw industrial power and relentless, focused work.", + "seed": 29501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_4549_seed_29501_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03846173437777907, + "vlm_logprob": -0.03846173437777907, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03846173437777907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09293577075004578 + ], + "opposite_logprob_tokens": [ + -2.467935800552368 + ], + "logprob_reward": -0.09293577075004578, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09293577075004578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15468908846378326, + 0.2159024178981781, + 0.047611769288778305, + 0.11058100312948227, + 0.04267485439777374, + 0.09413699060678482, + 0.12262400984764099, + 0.11040239036083221, + 0.05750920996069908, + 0.043868210166692734 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.09293577075004578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798170067369938 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798170067369938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798170067369938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18188902735710144, + 0.12642699480056763, + 0.03957211598753929, + 0.05000293254852295, + 0.03792451322078705, + 0.14158309996128082, + 0.0444658137857914, + 0.1476956009864807, + 0.19676841795444489, + 0.033671483397483826 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.009798170067369938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496072769165039 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.05496072769165039, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496072769165039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27300745248794556, + 0.05072161927819252, + 0.050719160586595535, + 0.022294189780950546, + 0.060549452900886536, + 0.1320914328098297, + 0.058906879276037216, + 0.07589492201805115, + 0.2022436410188675, + 0.07357120513916016 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.05496072769165039 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695679157972336 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.033695679157972336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695679157972336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16414856910705566, + 0.20758695900440216, + 0.026768695563077927, + 0.03426358476281166, + 0.0394694022834301, + 0.21306098997592926, + 0.020430125296115875, + 0.07478061318397522, + 0.1785292625427246, + 0.04096182808279991 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.033695679157972336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009183242218568921 + ], + "opposite_logprob_tokens": [ + -7.000918388366699 + ], + "logprob_reward": -0.0009183242218568921, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009183242218568921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1677599996328354, + 0.09163723886013031, + 0.028365936130285263, + 0.04416804760694504, + 0.03686682879924774, + 0.1108180433511734, + 0.035761166363954544, + 0.15040762722492218, + 0.18863965570926666, + 0.14557553827762604 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0009183242218568921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, first-person perspective, shot from inside the operator's cabin, looking out through the dusty front window, frames the scene. The bulldozer's massive yellow steel blade dominates the view, its surface scarred and pitted, caked with a layer of dried mud and fresh, dark soil. The camera shudders violently as the machine tilts forward, its powerful hydraulic arm steadily lowering the blade. With a deep, grinding throttle, the blade bites decisively into a mass of earth and rubble, relentlessly stirring and pushing the chaotic mixture of soil, rock, and broken wood that tumbles across its curved surface. The bulldozer navigates a vast, chaotic construction site under a harsh, hazy sunlight. In the background, piles of gravel, heaps of rebar, and the skeletons of other mechanical operations are visible through thick, swirling clouds of golden-brown dust. Sunlight glints off the scraping metal edge of the blade, illuminating the dense particles in the air and creating a gritty, high-contrast atmosphere of raw industrial power and relentless, focused work.", + "seed": 29502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_11/index_4549_seed_29502_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04676638874225318, + "vlm_logprob": -0.04676638874225318, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04676638874225318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11593767255544662 + ], + "opposite_logprob_tokens": [ + -2.2409377098083496 + ], + "logprob_reward": -0.11593767255544662, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11593767255544662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07952530682086945, + 0.08830883353948593, + 0.10945813357830048, + 0.040725767612457275, + 0.03751341626048088, + 0.05078507587313652, + 0.06916514039039612, + 0.40074998140335083, + 0.03620948642492294, + 0.0875587984919548 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.11593767255544662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652508534491062 + ], + "opposite_logprob_tokens": [ + -5.379652500152588 + ], + "logprob_reward": -0.004652508534491062, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652508534491062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053141262382268906, + 0.07311904430389404, + 0.10660338401794434, + 0.07433302700519562, + 0.03752290457487106, + 0.04667961969971657, + 0.13384662568569183, + 0.35210201144218445, + 0.023118657991290092, + 0.09953342378139496 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.004652508534491062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904851227998734 + ], + "opposite_logprob_tokens": [ + -2.4640486240386963 + ], + "logprob_reward": -0.08904851227998734, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904851227998734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10279974341392517, + 0.05438564717769623, + 0.13545945286750793, + 0.10556838661432266, + 0.03198781609535217, + 0.0433279424905777, + 0.084195576608181, + 0.08586536347866058, + 0.13666127622127533, + 0.21974879503250122 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.08904851227998734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578570663928986 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578570663928986, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578570663928986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13509362936019897, + 0.06405165791511536, + 0.04384781792759895, + 0.03658226132392883, + 0.04889628663659096, + 0.06003594398498535, + 0.1293015331029892, + 0.28841784596443176, + 0.09596649557352066, + 0.09780653566122055 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.020578570663928986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, shot from inside an operator's cabin looking out through a dusty front window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive yellow steel bulldozer blade visible, appearing scarred, pitted, and covered in dried mud and fresh dark soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera shudder violently while the hydraulic arm lowers the blade to cut into earth and rubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast construction site containing piles of gravel, heaps of rebar, and other mechanical skeletons under harsh, hazy sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene filled with thick, swirling golden-brown dust that glints in the sunlight, creating a high-contrast, gritty atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614679677411914 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003614679677411914, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614679677411914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0816412940621376, + 0.01884041540324688, + 0.06568364799022675, + 0.036482539027929306, + 0.041316427290439606, + 0.034608203917741776, + 0.06423904001712799, + 0.08077794313430786, + 0.1641727089881897, + 0.4122377336025238 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.003614679677411914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_tensor([8225, 8225])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_tensor([8225, 8225])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1bedd53240d322d90d7cf766d76752ab0055cb69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_tensor([8225, 8225])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains completely static, intensely focused on a noticeably unsteady hand gripping an ornate sword. The pale hand, its knuckles white with tension, struggles to maintain a tight grip, and subtle vibrations in the fingers cause the hilt to wobble erratically. The hilt itself is a masterpiece of dark, tarnished silver, covered in intricate filigree and set with large, deeply cut rubies and sapphires in the cross guard. A flickering light source, positioned just off-camera, casts long, dancing shadows and creates a dramatic light show; with each slight, unconscious movement of the hand, the polished facets of the jewels and the worn silver of the pommel intermittently catch the light, casting brilliant, sharp flashes of crimson, deep blue, and white across the frame. The background, a deeply shadowed, out-of-focus expanse of rough, damp stone, suggests a cave or ancient crypt. As the hand fights for control, the atmosphere is filled with tension and an overwhelming sense of weight, both physical and emotional.", + "seed": 20148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_8225_seed_20148_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4448048181831837, + "vlm_logprob": -0.4448048181831837, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.4448048181831837, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057399824261665344 + ], + "opposite_logprob_tokens": [ + -2.9323997497558594 + ], + "logprob_reward": -0.057399824261665344, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057399824261665344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18838174641132355, + 0.03771501034498215, + 0.09648768603801727, + 0.029761577025055885, + 0.32715854048728943, + 0.15009377896785736, + 0.11245480924844742, + 0.013800431974232197, + 0.022150373086333275, + 0.02199603244662285 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.057399824261665344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137101173400879 + ], + "opposite_logprob_tokens": [ + -0.3871011734008789 + ], + "logprob_reward": -1.137101173400879, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137101173400879, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14291925728321075, + 0.051163576543331146, + 0.16999824345111847, + 0.06863279640674591, + 0.2265283614397049, + 0.054446037858724594, + 0.033980295062065125, + 0.030498113483190536, + 0.06201167404651642, + 0.15982164442539215 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -1.137101173400879 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300347000360489 + ], + "opposite_logprob_tokens": [ + -2.2380034923553467 + ], + "logprob_reward": -0.11300347000360489, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300347000360489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433667093515396, + 0.1424020379781723, + 0.1210382804274559, + 0.06595791131258011, + 0.2888254225254059, + 0.07208527624607086, + 0.042451828718185425, + 0.023656802251935005, + 0.01805146411061287, + 0.08216428011655807 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.11300347000360489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983334898948669 + ], + "opposite_logprob_tokens": [ + -0.5233334898948669 + ], + "logprob_reward": -0.8983334898948669, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983334898948669, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09654347598552704, + 0.06994997709989548, + 0.05470767244696617, + 0.01921212486922741, + 0.35937464237213135, + 0.22954700887203217, + 0.054242704063653946, + 0.021947655826807022, + 0.02913679927587509, + 0.06533796340227127 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.8983334898948669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29921022057533264, + 0.09648387134075165, + 0.11885573714971542, + 0.05932024493813515, + 0.07439407706260681, + 0.05100417882204056, + 0.05336496978998184, + 0.042396560311317444, + 0.05004597827792168, + 0.154924213886261 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.018186133354902267 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely static, intensely focused on a noticeably unsteady hand gripping an ornate sword. The pale hand, its knuckles white with tension, struggles to maintain a tight grip, and subtle vibrations in the fingers cause the hilt to wobble erratically. The hilt itself is a masterpiece of dark, tarnished silver, covered in intricate filigree and set with large, deeply cut rubies and sapphires in the cross guard. A flickering light source, positioned just off-camera, casts long, dancing shadows and creates a dramatic light show; with each slight, unconscious movement of the hand, the polished facets of the jewels and the worn silver of the pommel intermittently catch the light, casting brilliant, sharp flashes of crimson, deep blue, and white across the frame. The background, a deeply shadowed, out-of-focus expanse of rough, damp stone, suggests a cave or ancient crypt. As the hand fights for control, the atmosphere is filled with tension and an overwhelming sense of weight, both physical and emotional.", + "seed": 20149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_8225_seed_20149_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5091465596109629, + "vlm_logprob": -0.5091465596109629, + "vlm_yes_no_margin": 1.075, + "vlm_token_credit": -0.5091465596109629, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18036873638629913 + ], + "opposite_logprob_tokens": [ + -1.8053687810897827 + ], + "logprob_reward": -0.18036873638629913, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18036873638629913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.232807919383049, + 0.13894906640052795, + 0.06214765086770058, + 0.07872388511896133, + 0.10371638089418411, + 0.14766578376293182, + 0.0374031625688076, + 0.08683536946773529, + 0.06131059676408768, + 0.05044017359614372 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.18036873638629913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020880699157715 + ], + "opposite_logprob_tokens": [ + -0.2520880401134491 + ], + "logprob_reward": -1.5020880699157715, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020880699157715, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1408950239419937, + 0.08365105837583542, + 0.05197589844465256, + 0.05072426795959473, + 0.14122848212718964, + 0.1944732367992401, + 0.035465795546770096, + 0.13730724155902863, + 0.09681667387485504, + 0.0674622431397438 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -1.5020880699157715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31357377767562866 + ], + "opposite_logprob_tokens": [ + -1.3135738372802734 + ], + "logprob_reward": -0.31357377767562866, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31357377767562866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750505566596985, + 0.25746601819992065, + 0.04223629832267761, + 0.05053340643644333, + 0.08016318082809448, + 0.08813133835792542, + 0.04748677834868431, + 0.17433735728263855, + 0.05396316573023796, + 0.030631879344582558 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.31357377767562866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233536958694458 + ], + "opposite_logprob_tokens": [ + -0.8983536958694458 + ], + "logprob_reward": -0.5233536958694458, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233536958694458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16378600895404816, + 0.10348121076822281, + 0.02376152202486992, + 0.09391056001186371, + 0.1280670315027237, + 0.13721798360347748, + 0.07031795382499695, + 0.1738985925912857, + 0.06369319558143616, + 0.04186592623591423 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.5233536958694458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2865510880947113, + 0.13267847895622253, + 0.08486823737621307, + 0.08964165300130844, + 0.11449804157018661, + 0.09834940731525421, + 0.042335979640483856, + 0.04023512080311775, + 0.0585288479924202, + 0.052313175052404404 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026348518207669258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely static, intensely focused on a noticeably unsteady hand gripping an ornate sword. The pale hand, its knuckles white with tension, struggles to maintain a tight grip, and subtle vibrations in the fingers cause the hilt to wobble erratically. The hilt itself is a masterpiece of dark, tarnished silver, covered in intricate filigree and set with large, deeply cut rubies and sapphires in the cross guard. A flickering light source, positioned just off-camera, casts long, dancing shadows and creates a dramatic light show; with each slight, unconscious movement of the hand, the polished facets of the jewels and the worn silver of the pommel intermittently catch the light, casting brilliant, sharp flashes of crimson, deep blue, and white across the frame. The background, a deeply shadowed, out-of-focus expanse of rough, damp stone, suggests a cave or ancient crypt. As the hand fights for control, the atmosphere is filled with tension and an overwhelming sense of weight, both physical and emotional.", + "seed": 20150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_8225_seed_20150_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6505137093365192, + "vlm_logprob": -0.6505137093365192, + "vlm_yes_no_margin": 0.55, + "vlm_token_credit": -0.6505137093365192, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8272884488105774 + ], + "opposite_logprob_tokens": [ + -0.5772884488105774 + ], + "logprob_reward": -0.8272884488105774, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8272884488105774, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4541357457637787, + 0.05705393850803375, + 0.06849867850542068, + 0.09019572287797928, + 0.08433926105499268, + 0.025029832497239113, + 0.024706171825528145, + 0.06072595715522766, + 0.07962165772914886, + 0.05569302290678024 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.8272884488105774 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236778736114502 + ], + "opposite_logprob_tokens": [ + -0.3486778438091278 + ], + "logprob_reward": -1.2236778736114502, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236778736114502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11819253861904144, + 0.050159938633441925, + 0.031706251204013824, + 0.03584330156445503, + 0.06322771310806274, + 0.024392643943428993, + 0.04702247679233551, + 0.05325914919376373, + 0.28161007165908813, + 0.2945858836174011 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -1.2236778736114502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744592308998108 + ], + "opposite_logprob_tokens": [ + -0.9744592308998108 + ], + "logprob_reward": -0.4744592308998108, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4744592308998108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36263853311538696, + 0.09172654151916504, + 0.03783189505338669, + 0.05551581084728241, + 0.1357177495956421, + 0.03750406950712204, + 0.022932812571525574, + 0.06609579175710678, + 0.12136511504650116, + 0.06867162138223648 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.4744592308998108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934235692024231 + ], + "opposite_logprob_tokens": [ + -0.6934235692024231 + ], + "logprob_reward": -0.6934235692024231, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934235692024231, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17355510592460632, + 0.07539783418178558, + 0.023739071562886238, + 0.0662403404712677, + 0.11524166166782379, + 0.034533340483903885, + 0.033415451645851135, + 0.06724801659584045, + 0.08472660183906555, + 0.3259026110172272 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.6934235692024231 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371942415833473 + ], + "opposite_logprob_tokens": [ + -3.408719539642334 + ], + "logprob_reward": -0.03371942415833473, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371942415833473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1293415129184723, + 0.09557744860649109, + 0.03264189511537552, + 0.18958398699760437, + 0.11390474438667297, + 0.013370449654757977, + 0.014130856841802597, + 0.017919262871146202, + 0.33656322956085205, + 0.05696658417582512 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.03371942415833473 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains completely static, intensely focused on a noticeably unsteady hand gripping an ornate sword. The pale hand, its knuckles white with tension, struggles to maintain a tight grip, and subtle vibrations in the fingers cause the hilt to wobble erratically. The hilt itself is a masterpiece of dark, tarnished silver, covered in intricate filigree and set with large, deeply cut rubies and sapphires in the cross guard. A flickering light source, positioned just off-camera, casts long, dancing shadows and creates a dramatic light show; with each slight, unconscious movement of the hand, the polished facets of the jewels and the worn silver of the pommel intermittently catch the light, casting brilliant, sharp flashes of crimson, deep blue, and white across the frame. The background, a deeply shadowed, out-of-focus expanse of rough, damp stone, suggests a cave or ancient crypt. As the hand fights for control, the atmosphere is filled with tension and an overwhelming sense of weight, both physical and emotional.", + "seed": 20151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_12/index_8225_seed_20151_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.46029303427785634, + "vlm_logprob": -0.46029303427785634, + "vlm_yes_no_margin": 1.4500000298023223, + "vlm_token_credit": -0.46029303427785634, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20236362516880035 + ], + "opposite_logprob_tokens": [ + -1.7023636102676392 + ], + "logprob_reward": -0.20236362516880035, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20236362516880035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13173596560955048, + 0.059739142656326294, + 0.16563458740711212, + 0.12811651825904846, + 0.05763141065835953, + 0.12655387818813324, + 0.044250331819057465, + 0.15683890879154205, + 0.06472504884004593, + 0.06477424502372742 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.20236362516880035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743313193321228 + ], + "opposite_logprob_tokens": [ + -0.4743313193321228 + ], + "logprob_reward": -0.9743313193321228, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743313193321228, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14352382719516754, + 0.047978922724723816, + 0.050647661089897156, + 0.08666810393333435, + 0.07894303649663925, + 0.12393348664045334, + 0.11471214890480042, + 0.24773474037647247, + 0.05316860228776932, + 0.052689459174871445 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.9743313193321228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287269115447998 + ], + "opposite_logprob_tokens": [ + -2.0178728103637695 + ], + "logprob_reward": -0.14287269115447998, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14287269115447998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14847269654273987, + 0.1261579394340515, + 0.04917914420366287, + 0.10623327642679214, + 0.0591769777238369, + 0.1712723672389984, + 0.026818975806236267, + 0.09529516845941544, + 0.0573735311627388, + 0.16001997888088226 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.14287269115447998 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974272608757019 + ], + "opposite_logprob_tokens": [ + -0.47427263855934143 + ], + "logprob_reward": -0.974272608757019, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.974272608757019, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14581258594989777, + 0.05861397832632065, + 0.06273407489061356, + 0.06916005164384842, + 0.07332717627286911, + 0.12936465442180634, + 0.10759049654006958, + 0.21159334480762482, + 0.10241153836250305, + 0.039392150938510895 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.974272608757019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pale hand gripping a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera completely static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword hilt made of dark, tarnished silver with intricate filigree and large rubies and sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand exhibit unsteady movements causing the hilt to wobble erratically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a deeply shadowed, out-of-focus expanse of rough, damp stone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076249269768595695 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.0076249269768595695, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076249269768595695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16532786190509796, + 0.06508096307516098, + 0.11414758116006851, + 0.07270742207765579, + 0.13890619575977325, + 0.12544618546962738, + 0.0357474647462368, + 0.1040208488702774, + 0.12259600311517715, + 0.05601942539215088 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0076249269768595695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_tensor([1103, 1103])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_tensor([1103, 1103])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f718ca8b73adbce17440e7fa07234c7d4d7f7edb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_tensor([1103, 1103])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, intimate close-up, angled slightly downward, captures a pair of hands meticulously cleaning a vintage 1950s ribbon microphone. The scene is bathed in the soft, warm glow of an unseen desk lamp, casting gentle shadows and creating bright, evocative highlights on the microphone's polished chrome body. One hand, sporting clean, short-manicured nails, steadily supports the microphone's heavy base, while the other, emerging from the sleeve of a dark-knit charcoal sweater, holds a plush black microfiber cloth. The hand's movements are deliberately slow, the cloth gently and precisely gliding across the curved, reflective surface of the microphone's grille and body, removing any traces of dust. In the softly blurred background, the dark, textured surface of the acoustic foam panels lining the studio wall is faintly visible. The primary color palette is a complex blend of dark gray and black, punctuated by cool, luminous metallic silver, all unified by warm amber light, creating an atmosphere of quiet reverence, focus, and professional care.", + "seed": 14463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_1103_seed_14463_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02460772804915905, + "vlm_logprob": -0.02460772804915905, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.02460772804915905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009977113455533981 + ], + "opposite_logprob_tokens": [ + -4.759977340698242 + ], + "logprob_reward": -0.009977113455533981, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009977113455533981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20907384157180786, + 0.11179542541503906, + 0.06617791950702667, + 0.07159040868282318, + 0.06818829476833344, + 0.04000619426369667, + 0.053314775228500366, + 0.08035628497600555, + 0.15370963513851166, + 0.14578719437122345 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009977113455533981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804191067814827 + ], + "opposite_logprob_tokens": [ + -4.6348042488098145 + ], + "logprob_reward": -0.009804191067814827, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804191067814827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17719727754592896, + 0.09385700523853302, + 0.13009455800056458, + 0.051785487681627274, + 0.0425582155585289, + 0.04454972967505455, + 0.09782488644123077, + 0.06193850561976433, + 0.08846715837717056, + 0.21172714233398438 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.009804191067814827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866397753357887 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866397753357887, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866397753357887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741523876786232, + 0.07132881879806519, + 0.05821333825588226, + 0.048467379063367844, + 0.07581474632024765, + 0.038208674639463425, + 0.07203018665313721, + 0.06866488605737686, + 0.037103477865457535, + 0.4560161530971527 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04866397753357887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951184779405594 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951184779405594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951184779405594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1519540548324585, + 0.0858614444732666, + 0.11769736558198929, + 0.10705084353685379, + 0.05383136868476868, + 0.0661504790186882, + 0.1899997889995575, + 0.05581199750304222, + 0.02308950386941433, + 0.14855319261550903 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.005951184779405594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048642173409461975 + ], + "opposite_logprob_tokens": [ + -3.048642158508301 + ], + "logprob_reward": -0.048642173409461975, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048642173409461975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1850617378950119, + 0.08671897649765015, + 0.10791926085948944, + 0.1241297572851181, + 0.12042605131864548, + 0.20973727107048035, + 0.028092188760638237, + 0.055297523736953735, + 0.024225233122706413, + 0.0583919957280159 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.048642173409461975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, angled slightly downward, captures a pair of hands meticulously cleaning a vintage 1950s ribbon microphone. The scene is bathed in the soft, warm glow of an unseen desk lamp, casting gentle shadows and creating bright, evocative highlights on the microphone's polished chrome body. One hand, sporting clean, short-manicured nails, steadily supports the microphone's heavy base, while the other, emerging from the sleeve of a dark-knit charcoal sweater, holds a plush black microfiber cloth. The hand's movements are deliberately slow, the cloth gently and precisely gliding across the curved, reflective surface of the microphone's grille and body, removing any traces of dust. In the softly blurred background, the dark, textured surface of the acoustic foam panels lining the studio wall is faintly visible. The primary color palette is a complex blend of dark gray and black, punctuated by cool, luminous metallic silver, all unified by warm amber light, creating an atmosphere of quiet reverence, focus, and professional care.", + "seed": 14464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_1103_seed_14464_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012571165710687638, + "vlm_logprob": -0.012571165710687638, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.012571165710687638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0060395835898816586 + ], + "opposite_logprob_tokens": [ + -5.506039619445801 + ], + "logprob_reward": -0.0060395835898816586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0060395835898816586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14064782857894897, + 0.12384352833032608, + 0.05548219755291939, + 0.031214794144034386, + 0.04925541579723358, + 0.02250143326818943, + 0.019643044099211693, + 0.033779971301555634, + 0.06502257287502289, + 0.45860910415649414 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0060395835898816586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076443287543952465 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.0076443287543952465, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076443287543952465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17453789710998535, + 0.18777543306350708, + 0.11887091398239136, + 0.05356292054057121, + 0.04012276977300644, + 0.03636043891310692, + 0.022068561986088753, + 0.11332553625106812, + 0.09297048300504684, + 0.16040508449077606 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0076443287543952465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198238030076027 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198238030076027, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198238030076027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09236341714859009, + 0.12769201397895813, + 0.09963002055883408, + 0.23447181284427643, + 0.01952856406569481, + 0.01960885524749756, + 0.04379016160964966, + 0.04707351326942444, + 0.12740035355091095, + 0.18844124674797058 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.014198238030076027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638513274490833 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638513274490833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638513274490833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16344010829925537, + 0.07757578790187836, + 0.08625811338424683, + 0.05234304070472717, + 0.09680350124835968, + 0.045269373804330826, + 0.028452664613723755, + 0.15906161069869995, + 0.07296929508447647, + 0.21782651543617249 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.008638513274490833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633516490459442 + ], + "opposite_logprob_tokens": [ + -3.6513352394104004 + ], + "logprob_reward": -0.02633516490459442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633516490459442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26367783546447754, + 0.08511733263731003, + 0.05384703725576401, + 0.039957195520401, + 0.03469386696815491, + 0.06579966098070145, + 0.02051450125873089, + 0.10592756420373917, + 0.05615295097231865, + 0.27431201934814453 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02633516490459442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, angled slightly downward, captures a pair of hands meticulously cleaning a vintage 1950s ribbon microphone. The scene is bathed in the soft, warm glow of an unseen desk lamp, casting gentle shadows and creating bright, evocative highlights on the microphone's polished chrome body. One hand, sporting clean, short-manicured nails, steadily supports the microphone's heavy base, while the other, emerging from the sleeve of a dark-knit charcoal sweater, holds a plush black microfiber cloth. The hand's movements are deliberately slow, the cloth gently and precisely gliding across the curved, reflective surface of the microphone's grille and body, removing any traces of dust. In the softly blurred background, the dark, textured surface of the acoustic foam panels lining the studio wall is faintly visible. The primary color palette is a complex blend of dark gray and black, punctuated by cool, luminous metallic silver, all unified by warm amber light, creating an atmosphere of quiet reverence, focus, and professional care.", + "seed": 14465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_1103_seed_14465_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015282396506518126, + "vlm_logprob": -0.015282396506518126, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.015282396506518126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009343585930764675 + ], + "opposite_logprob_tokens": [ + -4.88434362411499 + ], + "logprob_reward": -0.009343585930764675, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009343585930764675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1241658627986908, + 0.07826811820268631, + 0.06486830860376358, + 0.053074248135089874, + 0.04535121098160744, + 0.08301421254873276, + 0.07240071147680283, + 0.05240703746676445, + 0.2841947674751282, + 0.1422555297613144 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009343585930764675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076436190865933895 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.0076436190865933895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076436190865933895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1701420247554779, + 0.11498265713453293, + 0.07769265025854111, + 0.04744474217295647, + 0.036192916333675385, + 0.06381912529468536, + 0.056638121604919434, + 0.043853841722011566, + 0.29743993282318115, + 0.09179402142763138 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.0076436190865933895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347937062382698 + ], + "opposite_logprob_tokens": [ + -3.6513478755950928 + ], + "logprob_reward": -0.026347937062382698, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347937062382698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2245161086320877, + 0.07178153097629547, + 0.07961868494749069, + 0.0325213186442852, + 0.0359279103577137, + 0.10882080346345901, + 0.11162697523832321, + 0.049360357224941254, + 0.20383690297603607, + 0.08198937028646469 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.026347937062382698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737728603184223 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737728603184223, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737728603184223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12383626401424408, + 0.062052275985479355, + 0.10373345762491226, + 0.051126305013895035, + 0.05792594701051712, + 0.027796665206551552, + 0.12748345732688904, + 0.06421872228384018, + 0.2301449179649353, + 0.1516820341348648 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.006737728603184223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339111849665642 + ], + "opposite_logprob_tokens": [ + -3.651339054107666 + ], + "logprob_reward": -0.026339111849665642, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339111849665642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20586030185222626, + 0.0591406412422657, + 0.2176385074853897, + 0.040691837668418884, + 0.041583381593227386, + 0.03743722662329674, + 0.02141485922038555, + 0.05161575973033905, + 0.0790548026561737, + 0.24556271731853485 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.026339111849665642 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up, angled slightly downward, captures a pair of hands meticulously cleaning a vintage 1950s ribbon microphone. The scene is bathed in the soft, warm glow of an unseen desk lamp, casting gentle shadows and creating bright, evocative highlights on the microphone's polished chrome body. One hand, sporting clean, short-manicured nails, steadily supports the microphone's heavy base, while the other, emerging from the sleeve of a dark-knit charcoal sweater, holds a plush black microfiber cloth. The hand's movements are deliberately slow, the cloth gently and precisely gliding across the curved, reflective surface of the microphone's grille and body, removing any traces of dust. In the softly blurred background, the dark, textured surface of the acoustic foam panels lining the studio wall is faintly visible. The primary color palette is a complex blend of dark gray and black, punctuated by cool, luminous metallic silver, all unified by warm amber light, creating an atmosphere of quiet reverence, focus, and professional care.", + "seed": 14466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_13/index_1103_seed_14466_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013361096940934658, + "vlm_logprob": -0.013361096940934658, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013361096940934658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012979075312614441 + ], + "opposite_logprob_tokens": [ + -4.637979030609131 + ], + "logprob_reward": -0.012979075312614441, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012979075312614441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20217086374759674, + 0.11546662449836731, + 0.05102068930864334, + 0.040888719260692596, + 0.20257848501205444, + 0.07908596843481064, + 0.051766231656074524, + 0.08809707313776016, + 0.09548129141330719, + 0.07344406843185425 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.012979075312614441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008660022169351578 + ], + "opposite_logprob_tokens": [ + -4.758659839630127 + ], + "logprob_reward": -0.008660022169351578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008660022169351578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14184992015361786, + 0.09561564028263092, + 0.05278170853853226, + 0.08586695045232773, + 0.2222943753004074, + 0.04898640140891075, + 0.05052603781223297, + 0.0738171637058258, + 0.1106892004609108, + 0.11757258325815201 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.008660022169351578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36410337686538696, + 0.11731269955635071, + 0.06782271713018417, + 0.04794597998261452, + 0.0955210030078888, + 0.04008428379893303, + 0.07384014129638672, + 0.04933755099773407, + 0.09087461978197098, + 0.05315760523080826 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006737136282026768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12876959145069122, + 0.08292220532894135, + 0.07916533946990967, + 0.07932581752538681, + 0.2952573299407959, + 0.048763446509838104, + 0.06420401483774185, + 0.07647958397865295, + 0.054413802921772, + 0.09069891273975372 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.008640995249152184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up of a pair of hands cleaning a vintage 1950s ribbon microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand supporting the microphone's heavy base while the other holds a plush black microfiber cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand holding the cloth wearing a dark-knit charcoal sweater sleeve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft, warm desk lamp creating bright highlights on the microphone's polished chrome body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred view of dark acoustic foam panels lining a studio wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978825569152832 + ], + "opposite_logprob_tokens": [ + -3.5297882556915283 + ], + "logprob_reward": -0.02978825569152832, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978825569152832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1434583067893982, + 0.08449465781450272, + 0.0473693385720253, + 0.14125198125839233, + 0.23129434883594513, + 0.10701988637447357, + 0.06461852043867111, + 0.038804952055215836, + 0.05679162219166756, + 0.08489640057086945 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.02978825569152832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_tensor([24, 24])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_tensor([24, 24])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d420ce88d86664ff7c31456af523a65e491d2d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_tensor([24, 24])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic low-angle tracking shot follows a pitch-black jackdaw, its feathers gleaming with an oily metallic sheen beneath the ethereal glow of a fantastical sky. Its streamlined form, like a flash of black lightning, streaks through a sky imbued with the hues of an oriental fantasy. Against the backdrop of a sky shimmering with deep indigo and fiery orange-red, clouds swirled and swirled like flowing ink, emanating an otherworldly, mystical aura. The jackdaw's wings, fully extended, each flap imbued with power and rhythm, soar at breathtaking speed over ancient peaks piercing the sea of clouds. These peaks, with their rugged contours, the dark blue texture of the rocks, and the cliffs dotted with twisted ancient pines, evoke a sense of the vicissitudes of time. As the camera pans quickly, we can see that the jackdaw's flight trajectory is steady and swift. Its sharp, hooked beak is slightly open, as if making a silent cry, and its wings cut through the air flow, leaving a fleeting trail in the mist on the mountain top. The whole picture, with its strong contrast of warm and cold tones, creates a grand atmosphere of aloofness, mystery and epic feeling.", + "seed": 17437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_24_seed_17437_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08931318670511246, + "vlm_logprob": -0.08931318670511246, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.08931318670511246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14360292255878448 + ], + "opposite_logprob_tokens": [ + -2.0186028480529785 + ], + "logprob_reward": -0.14360292255878448, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14360292255878448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09058588743209839, + 0.029295435175299644, + 0.06300634145736694, + 0.4664153754711151, + 0.14114469289779663, + 0.06417200714349747, + 0.033476877957582474, + 0.02341882884502411, + 0.030988264828920364, + 0.05749639868736267 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.14360292255878448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300768807530403 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300768807530403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300768807530403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18444553017616272, + 0.06279820203781128, + 0.05003359541296959, + 0.3220601975917816, + 0.044341761618852615, + 0.10277330130338669, + 0.0953507050871849, + 0.03304123505949974, + 0.05013393983244896, + 0.055021509528160095 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.023300768807530403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1683599054813385, + 0.06842951476573944, + 0.0653146356344223, + 0.06296596676111221, + 0.05103223770856857, + 0.2204061895608902, + 0.116300068795681, + 0.020667050033807755, + 0.06902206689119339, + 0.15750239789485931 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305974766612053 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305974766612053, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305974766612053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06450004130601883, + 0.044341202825307846, + 0.03637908026576042, + 0.1435185968875885, + 0.15896421670913696, + 0.15102559328079224, + 0.07054224610328674, + 0.0771780014038086, + 0.12904122471809387, + 0.1245097741484642 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.04305974766612053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22552280128002167 + ], + "opposite_logprob_tokens": [ + -1.600522756576538 + ], + "logprob_reward": -0.22552280128002167, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22552280128002167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05784754082560539, + 0.02602490223944187, + 0.025091886520385742, + 0.10874573886394501, + 0.03043569065630436, + 0.07198040932416916, + 0.055556438863277435, + 0.129505455493927, + 0.4542025327682495, + 0.04060939699411392 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.22552280128002167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a pitch-black jackdaw, its feathers gleaming with an oily metallic sheen beneath the ethereal glow of a fantastical sky. Its streamlined form, like a flash of black lightning, streaks through a sky imbued with the hues of an oriental fantasy. Against the backdrop of a sky shimmering with deep indigo and fiery orange-red, clouds swirled and swirled like flowing ink, emanating an otherworldly, mystical aura. The jackdaw's wings, fully extended, each flap imbued with power and rhythm, soar at breathtaking speed over ancient peaks piercing the sea of clouds. These peaks, with their rugged contours, the dark blue texture of the rocks, and the cliffs dotted with twisted ancient pines, evoke a sense of the vicissitudes of time. As the camera pans quickly, we can see that the jackdaw's flight trajectory is steady and swift. Its sharp, hooked beak is slightly open, as if making a silent cry, and its wings cut through the air flow, leaving a fleeting trail in the mist on the mountain top. The whole picture, with its strong contrast of warm and cold tones, creates a grand atmosphere of aloofness, mystery and epic feeling.", + "seed": 17438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_24_seed_17438_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1506135743111372, + "vlm_logprob": -0.1506135743111372, + "vlm_yes_no_margin": 2.400000011920929, + "vlm_token_credit": -0.1506135743111372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16151481866836548 + ], + "opposite_logprob_tokens": [ + -1.9115147590637207 + ], + "logprob_reward": -0.16151481866836548, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16151481866836548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06717980653047562, + 0.156649649143219, + 0.041327398270368576, + 0.04428970068693161, + 0.508861780166626, + 0.02418249286711216, + 0.024868862703442574, + 0.016367187723517418, + 0.04945916309952736, + 0.06681401282548904 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.16151481866836548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708471804857254 + ], + "opposite_logprob_tokens": [ + -3.4087085723876953 + ], + "logprob_reward": -0.033708471804857254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708471804857254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05370936915278435, + 0.03692515939474106, + 0.06860164552927017, + 0.06437371671199799, + 0.45194628834724426, + 0.029426956549286842, + 0.058797940611839294, + 0.07665305584669113, + 0.07911445945501328, + 0.08045144379138947 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.033708471804857254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048377200961112976, + 0.024817166849970818, + 0.02453436516225338, + 0.028186796233057976, + 0.5901063084602356, + 0.03669220954179764, + 0.0412142276763916, + 0.08143571764230728, + 0.05914252623915672, + 0.06549357622861862 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292755603790283 + ], + "opposite_logprob_tokens": [ + -2.2379274368286133 + ], + "logprob_reward": -0.11292755603790283, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292755603790283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10716164857149124, + 0.2381085604429245, + 0.1896100640296936, + 0.07170058786869049, + 0.06072550639510155, + 0.07674916833639145, + 0.05506099388003349, + 0.07911373674869537, + 0.06627126783132553, + 0.05549841374158859 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.11292755603790283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42883962392807007 + ], + "opposite_logprob_tokens": [ + -1.0538396835327148 + ], + "logprob_reward": -0.42883962392807007, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42883962392807007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06187007948756218, + 0.15444184839725494, + 0.09216968715190887, + 0.04740924388170242, + 0.3702711760997772, + 0.0759698823094368, + 0.0811939388513565, + 0.04411894083023071, + 0.03587361425161362, + 0.036681532859802246 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.42883962392807007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a pitch-black jackdaw, its feathers gleaming with an oily metallic sheen beneath the ethereal glow of a fantastical sky. Its streamlined form, like a flash of black lightning, streaks through a sky imbued with the hues of an oriental fantasy. Against the backdrop of a sky shimmering with deep indigo and fiery orange-red, clouds swirled and swirled like flowing ink, emanating an otherworldly, mystical aura. The jackdaw's wings, fully extended, each flap imbued with power and rhythm, soar at breathtaking speed over ancient peaks piercing the sea of clouds. These peaks, with their rugged contours, the dark blue texture of the rocks, and the cliffs dotted with twisted ancient pines, evoke a sense of the vicissitudes of time. As the camera pans quickly, we can see that the jackdaw's flight trajectory is steady and swift. Its sharp, hooked beak is slightly open, as if making a silent cry, and its wings cut through the air flow, leaving a fleeting trail in the mist on the mountain top. The whole picture, with its strong contrast of warm and cold tones, creates a grand atmosphere of aloofness, mystery and epic feeling.", + "seed": 17439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_24_seed_17439_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16354501582682132, + "vlm_logprob": -0.16354501582682132, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.16354501582682132, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2825228273868561 + ], + "opposite_logprob_tokens": [ + -1.4075227975845337 + ], + "logprob_reward": -0.2825228273868561, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2825228273868561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08396618813276291, + 0.06734129041433334, + 0.22507666051387787, + 0.06619197130203247, + 0.04423918202519417, + 0.07025546580553055, + 0.28629979491233826, + 0.02253311313688755, + 0.07561307400465012, + 0.0584833063185215 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.2825228273868561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370386362075806 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.03370386362075806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370386362075806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26663434505462646, + 0.03954315185546875, + 0.38999223709106445, + 0.03190481290221214, + 0.038255225867033005, + 0.0331454835832119, + 0.10544918477535248, + 0.026888975873589516, + 0.042175162583589554, + 0.02601144090294838 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.03370386362075806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192009344696999 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014192009344696999, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192009344696999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13337913155555725, + 0.02604796551167965, + 0.2727259397506714, + 0.1299707144498825, + 0.11291400343179703, + 0.08623948693275452, + 0.06577042490243912, + 0.04788418486714363, + 0.0645998939871788, + 0.06046826392412186 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014192009344696999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030331462621689 + ], + "opposite_logprob_tokens": [ + -2.3503034114837646 + ], + "logprob_reward": -0.10030331462621689, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030331462621689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056825120002031326, + 0.04751317575573921, + 0.5813314318656921, + 0.041630204766988754, + 0.028041301295161247, + 0.03756946697831154, + 0.11380736529827118, + 0.046534739434719086, + 0.031063061207532883, + 0.01568412035703659 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.10030331462621689 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870030641555786 + ], + "opposite_logprob_tokens": [ + -1.1370030641555786 + ], + "logprob_reward": -0.3870030641555786, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870030641555786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06901871412992477, + 0.03422435745596886, + 0.20841237902641296, + 0.04456113278865814, + 0.025700557976961136, + 0.08532661944627762, + 0.400800496339798, + 0.04944512993097305, + 0.041767947375774384, + 0.04074263945221901 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.3870030641555786 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a pitch-black jackdaw, its feathers gleaming with an oily metallic sheen beneath the ethereal glow of a fantastical sky. Its streamlined form, like a flash of black lightning, streaks through a sky imbued with the hues of an oriental fantasy. Against the backdrop of a sky shimmering with deep indigo and fiery orange-red, clouds swirled and swirled like flowing ink, emanating an otherworldly, mystical aura. The jackdaw's wings, fully extended, each flap imbued with power and rhythm, soar at breathtaking speed over ancient peaks piercing the sea of clouds. These peaks, with their rugged contours, the dark blue texture of the rocks, and the cliffs dotted with twisted ancient pines, evoke a sense of the vicissitudes of time. As the camera pans quickly, we can see that the jackdaw's flight trajectory is steady and swift. Its sharp, hooked beak is slightly open, as if making a silent cry, and its wings cut through the air flow, leaving a fleeting trail in the mist on the mountain top. The whole picture, with its strong contrast of warm and cold tones, creates a grand atmosphere of aloofness, mystery and epic feeling.", + "seed": 17440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_14/index_24_seed_17440_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12435422129929066, + "vlm_logprob": -0.12435422129929066, + "vlm_yes_no_margin": 2.5249999880790712, + "vlm_token_credit": -0.12435422129929066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31541234254837036 + ], + "opposite_logprob_tokens": [ + -1.3154122829437256 + ], + "logprob_reward": -0.31541234254837036, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31541234254837036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14416298270225525, + 0.07989605516195297, + 0.15991680324077606, + 0.03614635020494461, + 0.04745156317949295, + 0.034207940101623535, + 0.22139310836791992, + 0.07623610645532608, + 0.07592139393091202, + 0.12466763705015182 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.31541234254837036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867328703403473 + ], + "opposite_logprob_tokens": [ + -3.048673391342163 + ], + "logprob_reward": -0.04867328703403473, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867328703403473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36107102036476135, + 0.0955866351723671, + 0.03850197046995163, + 0.058531906455755234, + 0.026911748573184013, + 0.03352636471390724, + 0.18677067756652832, + 0.06437420845031738, + 0.04785594716668129, + 0.0868695080280304 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04867328703403473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804106801748276 + ], + "opposite_logprob_tokens": [ + -3.529803991317749 + ], + "logprob_reward": -0.029804106801748276, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804106801748276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07057856768369675, + 0.06296499073505402, + 0.07278076559305191, + 0.22183163464069366, + 0.05717559531331062, + 0.03425097092986107, + 0.0778440609574318, + 0.2312827855348587, + 0.06771711260080338, + 0.10357348620891571 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.029804106801748276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06903187930583954, + 0.10132930427789688, + 0.08865044265985489, + 0.08735930919647217, + 0.0472964309155941, + 0.07895441353321075, + 0.2208055853843689, + 0.0834437683224678, + 0.07813630253076553, + 0.14499254524707794 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pitch-black jackdaw with feathers having an oily metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background sky colored with deep indigo and fiery orange-red hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ancient peaks with dark blue rock textures and twisted ancient pines visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jackdaw shown soaring with fully extended wings at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that pans quickly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152658224105835 + ], + "opposite_logprob_tokens": [ + -1.7015266418457031 + ], + "logprob_reward": -0.20152658224105835, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152658224105835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1426224410533905, + 0.11000380665063858, + 0.0710596889257431, + 0.05639415606856346, + 0.03485273942351341, + 0.16082830727100372, + 0.07482872903347015, + 0.08794058114290237, + 0.08026469498872757, + 0.1812048703432083 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.20152658224105835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_tensor([4345, 4345])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_tensor([4345, 4345])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..312c65227b86d44ee542648badace56cfeac391b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_tensor([4345, 4345])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly upward angle, the camera remains still, focused on the interior of a fireplace constructed of rough, dark stone. At the bottom of the frame, a vast expanse of crimson embers quietly radiates heat, covered by a thin layer of off-white ash, punctuated by faint flickers of orange light. Suddenly, from a crack in the embers, a fragile, bright orange-yellow flame cautiously emerges. At first, it flickers, as if testing the air. Within seconds, however, the flame seems to be infused with life. Swiftly and decisively, it seizes the charcoal below, greedily spreading upward, expanding exponentially. Instantly, the fragile flame transforms into a raging conflagration, its countless vibrant strands of flame interweaving, twisting, and dancing, revealing a rich gradation of color, from bright white at the base, to vibrant orange in the middle, and finally to deep red at the tip. As the flames grew, the light they cast grew stronger, clearly illuminating the blackened marks on the inner wall of the fireplace and casting jumping, dancing shadows on the rough stone wall. The whole scene was filled with warmth, vitality and primitive power.", + "seed": 6901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_4345_seed_6901_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2060480697080493, + "vlm_logprob": -0.2060480697080493, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2060480697080493, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07115032523870468 + ], + "opposite_logprob_tokens": [ + -2.696150302886963 + ], + "logprob_reward": -0.07115032523870468, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07115032523870468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16267986595630646, + 0.036044441163539886, + 0.023993125185370445, + 0.038259610533714294, + 0.012877148576080799, + 0.057792626321315765, + 0.02560826949775219, + 0.011098510585725307, + 0.05006005987524986, + 0.5815863609313965 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.07115032523870468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826184093952179 + ], + "opposite_logprob_tokens": [ + -0.576184093952179 + ], + "logprob_reward": -0.826184093952179, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826184093952179, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07318435609340668, + 0.11121565848588943, + 0.037839338183403015, + 0.045375142246484756, + 0.11081697046756744, + 0.10647223889827728, + 0.013679126277565956, + 0.01891782321035862, + 0.05863778665661812, + 0.4238615930080414 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.826184093952179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208345673978329 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208345673978329, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208345673978329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08668320626020432, + 0.02667098119854927, + 0.028331654146313667, + 0.06439489126205444, + 0.15125150978565216, + 0.21296627819538116, + 0.011717842891812325, + 0.014497620984911919, + 0.038746174424886703, + 0.3647398352622986 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.014208345673978329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048653870820999146 + ], + "opposite_logprob_tokens": [ + -3.0486538410186768 + ], + "logprob_reward": -0.048653870820999146, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048653870820999146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03640737012028694, + 0.015471329912543297, + 0.031053323298692703, + 0.025445545092225075, + 0.0710146427154541, + 0.01122265588492155, + 0.011315406300127506, + 0.018057186156511307, + 0.13151344656944275, + 0.648499071598053 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.048653870820999146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004371285438538 + ], + "opposite_logprob_tokens": [ + -2.6950438022613525 + ], + "logprob_reward": -0.07004371285438538, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004371285438538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14947165548801422, + 0.06742461025714874, + 0.01912369579076767, + 0.03852648660540581, + 0.03337915986776352, + 0.19418965280056, + 0.06425117701292038, + 0.032907407730817795, + 0.10797537118196487, + 0.292750746011734 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.07004371285438538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera remains still, focused on the interior of a fireplace constructed of rough, dark stone. At the bottom of the frame, a vast expanse of crimson embers quietly radiates heat, covered by a thin layer of off-white ash, punctuated by faint flickers of orange light. Suddenly, from a crack in the embers, a fragile, bright orange-yellow flame cautiously emerges. At first, it flickers, as if testing the air. Within seconds, however, the flame seems to be infused with life. Swiftly and decisively, it seizes the charcoal below, greedily spreading upward, expanding exponentially. Instantly, the fragile flame transforms into a raging conflagration, its countless vibrant strands of flame interweaving, twisting, and dancing, revealing a rich gradation of color, from bright white at the base, to vibrant orange in the middle, and finally to deep red at the tip. As the flames grew, the light they cast grew stronger, clearly illuminating the blackened marks on the inner wall of the fireplace and casting jumping, dancing shadows on the rough stone wall. The whole scene was filled with warmth, vitality and primitive power.", + "seed": 6902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_4345_seed_6902_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06437707950826735, + "vlm_logprob": -0.06437707950826735, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.06437707950826735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013270976953208447 + ], + "opposite_logprob_tokens": [ + -4.513270854949951 + ], + "logprob_reward": -0.013270976953208447, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013270976953208447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36917948722839355, + 0.14438383281230927, + 0.09949552267789841, + 0.06730546057224274, + 0.0561164952814579, + 0.05400582030415535, + 0.030441047623753548, + 0.03336357697844505, + 0.02808552235364914, + 0.11762326955795288 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.013270976953208447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157530903816223 + ], + "opposite_logprob_tokens": [ + -1.7015752792358398 + ], + "logprob_reward": -0.20157530903816223, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157530903816223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21349278092384338, + 0.14032837748527527, + 0.16331642866134644, + 0.042004119604825974, + 0.05639811232686043, + 0.09973524510860443, + 0.037256598472595215, + 0.05368303507566452, + 0.09562050551176071, + 0.09816477447748184 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20157530903816223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019434866262599826 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019434866262599826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019434866262599826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22017113864421844, + 0.11008554697036743, + 0.1575821042060852, + 0.15506818890571594, + 0.07350815832614899, + 0.07196985930204391, + 0.08467043936252594, + 0.04158494248986244, + 0.04092269018292427, + 0.04443694278597832 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0019434866262599826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203416734933853 + ], + "opposite_logprob_tokens": [ + -2.8120341300964355 + ], + "logprob_reward": -0.06203416734933853, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203416734933853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3061317503452301, + 0.09529720991849899, + 0.2117217630147934, + 0.08129068464040756, + 0.058723073452711105, + 0.08569932729005814, + 0.043366942554712296, + 0.04738130420446396, + 0.036599479615688324, + 0.033788472414016724 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.06203416734933853 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306145757436752 + ], + "opposite_logprob_tokens": [ + -3.1680614948272705 + ], + "logprob_reward": -0.04306145757436752, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306145757436752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48144984245300293, + 0.08949925750494003, + 0.07456527650356293, + 0.08254145085811615, + 0.0480031780898571, + 0.044000186026096344, + 0.018918385729193687, + 0.0817403718829155, + 0.03390747681260109, + 0.04537452757358551 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04306145757436752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera remains still, focused on the interior of a fireplace constructed of rough, dark stone. At the bottom of the frame, a vast expanse of crimson embers quietly radiates heat, covered by a thin layer of off-white ash, punctuated by faint flickers of orange light. Suddenly, from a crack in the embers, a fragile, bright orange-yellow flame cautiously emerges. At first, it flickers, as if testing the air. Within seconds, however, the flame seems to be infused with life. Swiftly and decisively, it seizes the charcoal below, greedily spreading upward, expanding exponentially. Instantly, the fragile flame transforms into a raging conflagration, its countless vibrant strands of flame interweaving, twisting, and dancing, revealing a rich gradation of color, from bright white at the base, to vibrant orange in the middle, and finally to deep red at the tip. As the flames grew, the light they cast grew stronger, clearly illuminating the blackened marks on the inner wall of the fireplace and casting jumping, dancing shadows on the rough stone wall. The whole scene was filled with warmth, vitality and primitive power.", + "seed": 6903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_4345_seed_6903_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13298682901076972, + "vlm_logprob": -0.13298682901076972, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.13298682901076972, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019238542765378952 + ], + "opposite_logprob_tokens": [ + -4.144238471984863 + ], + "logprob_reward": -0.019238542765378952, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019238542765378952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3743463158607483, + 0.05991123244166374, + 0.10710928589105606, + 0.00973057933151722, + 0.017188863828778267, + 0.021815024316310883, + 0.02585887908935547, + 0.018255865201354027, + 0.33424362540245056, + 0.031540416181087494 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.019238542765378952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761590600013733 + ], + "opposite_logprob_tokens": [ + -0.8261590600013733 + ], + "logprob_reward": -0.5761590600013733, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761590600013733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09405863285064697, + 0.0594126433134079, + 0.0840095579624176, + 0.012278551235795021, + 0.03247901052236557, + 0.05540189519524574, + 0.0256586205214262, + 0.020855531096458435, + 0.5785990953445435, + 0.037246476858854294 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.5761590600013733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2739187479019165, + 0.1578441858291626, + 0.11791800707578659, + 0.02349373698234558, + 0.052191223949193954, + 0.0465579554438591, + 0.06350518018007278, + 0.025469323620200157, + 0.22535690665245056, + 0.01374469231814146 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306066036224365 + ], + "opposite_logprob_tokens": [ + -3.168060779571533 + ], + "logprob_reward": -0.04306066036224365, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306066036224365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26817041635513306, + 0.07784463465213776, + 0.04722918942570686, + 0.030138500034809113, + 0.08450555801391602, + 0.07875826209783554, + 0.0353148877620697, + 0.13904528319835663, + 0.21618984639644623, + 0.02280334010720253 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04306066036224365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282600566744804 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282600566744804, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282600566744804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07032329589128494, + 0.017417127266526222, + 0.019497038796544075, + 0.005945293698459864, + 0.012403585948050022, + 0.011767564341425896, + 0.01343018002808094, + 0.024483641609549522, + 0.8121402263641357, + 0.012592012993991375 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.023282600566744804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly upward angle, the camera remains still, focused on the interior of a fireplace constructed of rough, dark stone. At the bottom of the frame, a vast expanse of crimson embers quietly radiates heat, covered by a thin layer of off-white ash, punctuated by faint flickers of orange light. Suddenly, from a crack in the embers, a fragile, bright orange-yellow flame cautiously emerges. At first, it flickers, as if testing the air. Within seconds, however, the flame seems to be infused with life. Swiftly and decisively, it seizes the charcoal below, greedily spreading upward, expanding exponentially. Instantly, the fragile flame transforms into a raging conflagration, its countless vibrant strands of flame interweaving, twisting, and dancing, revealing a rich gradation of color, from bright white at the base, to vibrant orange in the middle, and finally to deep red at the tip. As the flames grew, the light they cast grew stronger, clearly illuminating the blackened marks on the inner wall of the fireplace and casting jumping, dancing shadows on the rough stone wall. The whole scene was filled with warmth, vitality and primitive power.", + "seed": 6904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_15/index_4345_seed_6904_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14456620356068015, + "vlm_logprob": -0.14456620356068015, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.14456620356068015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013562440872192383 + ], + "opposite_logprob_tokens": [ + -4.513562202453613 + ], + "logprob_reward": -0.013562440872192383, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013562440872192383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20877239108085632, + 0.2357604205608368, + 0.16162021458148956, + 0.08368627727031708, + 0.06757903844118118, + 0.05049992725253105, + 0.05911971628665924, + 0.0413459837436676, + 0.04640815407037735, + 0.04520794004201889 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.013562440872192383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328197121620178 + ], + "opposite_logprob_tokens": [ + -0.7578197121620178 + ], + "logprob_reward": -0.6328197121620178, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328197121620178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14890635013580322, + 0.2935965955257416, + 0.09318935871124268, + 0.049895405769348145, + 0.054972901940345764, + 0.15776880085468292, + 0.05295002460479736, + 0.01960531622171402, + 0.02306472323834896, + 0.1060505285859108 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.6328197121620178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642422776669264 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642422776669264, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642422776669264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1023825854063034, + 0.43367359042167664, + 0.08421962708234787, + 0.04481515288352966, + 0.05273144319653511, + 0.04896363615989685, + 0.058919016271829605, + 0.02195960469543934, + 0.027103470638394356, + 0.12523189187049866 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.004642422776669264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810269385576248 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810269385576248, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810269385576248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13520684838294983, + 0.2988686263561249, + 0.08084236085414886, + 0.07355837523937225, + 0.04876251518726349, + 0.05130521208047867, + 0.023170430213212967, + 0.02586756832897663, + 0.03316771239042282, + 0.22925038635730743 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03810269385576248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a fireplace interior constructed of rough, dark stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera remain still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flame emerge from a crack in the embers and rapidly expand into a raging conflagration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the flames display a color gradient from bright white at the base to vibrant orange in the middle and deep red at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flames cast jumping, dancing shadows on the rough stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033703748136758804 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.033703748136758804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033703748136758804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12255708128213882, + 0.24941474199295044, + 0.11048385500907898, + 0.1416177600622177, + 0.03724740445613861, + 0.03302201256155968, + 0.028470249846577644, + 0.04734603688120842, + 0.09444964677095413, + 0.1353912502527237 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.033703748136758804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_tensor([3929, 3929])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_tensor([3929, 3929])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f5c9693ad651f91decea98b857a8d1bf4655982 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_tensor([3929, 3929])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "It's a tight close-up, perfectly still to capture the solemnity of the moment, centered on the weathered hands of an old keeper, their skin a roadmap of calluses and prominent veins, as they steadily and deliberately pass a heavy brass key. The key, large and ornate, with a deep patina in the crevices, glows dully as it is placed into the open, strong, spotless hand of its successor, whose fingers grip its cool weight with resolute reverence. As the transfer is complete, the camera begins a slow, subtle pullout to a medium shot, revealing two figures within the lantern chamber atop the windswept lighthouse. In the background, the vast, complex glass prism of the rotating Fresnel lens rotates methodically. Every few seconds, a bright, cold white light sweeps across the circular room, flickering across their faces, casting long, dancing shadows, and then plunging them back into gloom, gently illuminated by a warm oil lamp flickering on a nearby ledge. Through the thick, rain-streaked glass windows, the dark, roiling waves of the stormy sea rage below, creating a powerful and dramatic atmosphere that contrasts with the quiet and profound seriousness of the heritage conveyed within.", + "seed": 24235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_3929_seed_24235_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03414908666163683, + "vlm_logprob": -0.03414908666163683, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03414908666163683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017413467168807983 + ], + "opposite_logprob_tokens": [ + -4.14241361618042 + ], + "logprob_reward": -0.017413467168807983, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017413467168807983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26628315448760986, + 0.11824271082878113, + 0.06705846637487411, + 0.11773113161325455, + 0.06333412230014801, + 0.07818202674388885, + 0.07411514967679977, + 0.059664733707904816, + 0.06962735950946808, + 0.0857611894607544 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.017413467168807983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05511654168367386 + ], + "opposite_logprob_tokens": [ + -2.930116653442383 + ], + "logprob_reward": -0.05511654168367386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05511654168367386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33393073081970215, + 0.1230349913239479, + 0.08826442062854767, + 0.13298450410366058, + 0.06643568724393845, + 0.04392758011817932, + 0.04974578320980072, + 0.02728220261633396, + 0.08574365079402924, + 0.04865043982863426 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05511654168367386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785185568034649 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785185568034649, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785185568034649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09681342542171478, + 0.10248399525880814, + 0.05316472798585892, + 0.11389525979757309, + 0.09245471656322479, + 0.16966098546981812, + 0.128580704331398, + 0.04873707890510559, + 0.08021886646747589, + 0.11399026960134506 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.009785185568034649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349911466240883 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026349911466240883, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349911466240883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08201081305742264, + 0.03190075606107712, + 0.04296037554740906, + 0.1162683516740799, + 0.10987144708633423, + 0.17632482945919037, + 0.11674801260232925, + 0.08838531374931335, + 0.12131571769714355, + 0.11421438306570053 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.026349911466240883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208032742142677 + ], + "opposite_logprob_tokens": [ + -2.8120803833007812 + ], + "logprob_reward": -0.06208032742142677, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208032742142677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1330709308385849, + 0.0811818316578865, + 0.04244472458958626, + 0.04943625628948212, + 0.09564090520143509, + 0.07710424810647964, + 0.03600088134407997, + 0.05631962791085243, + 0.3458692133426666, + 0.08293139934539795 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.06208032742142677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a tight close-up, perfectly still to capture the solemnity of the moment, centered on the weathered hands of an old keeper, their skin a roadmap of calluses and prominent veins, as they steadily and deliberately pass a heavy brass key. The key, large and ornate, with a deep patina in the crevices, glows dully as it is placed into the open, strong, spotless hand of its successor, whose fingers grip its cool weight with resolute reverence. As the transfer is complete, the camera begins a slow, subtle pullout to a medium shot, revealing two figures within the lantern chamber atop the windswept lighthouse. In the background, the vast, complex glass prism of the rotating Fresnel lens rotates methodically. Every few seconds, a bright, cold white light sweeps across the circular room, flickering across their faces, casting long, dancing shadows, and then plunging them back into gloom, gently illuminated by a warm oil lamp flickering on a nearby ledge. Through the thick, rain-streaked glass windows, the dark, roiling waves of the stormy sea rage below, creating a powerful and dramatic atmosphere that contrasts with the quiet and profound seriousness of the heritage conveyed within.", + "seed": 24236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_3929_seed_24236_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03733160309493542, + "vlm_logprob": -0.03733160309493542, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.03733160309493542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02688479796051979 + ], + "opposite_logprob_tokens": [ + -3.7768847942352295 + ], + "logprob_reward": -0.02688479796051979, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02688479796051979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3013489842414856, + 0.0654987022280693, + 0.12134837359189987, + 0.13223908841609955, + 0.030797624960541725, + 0.0643279105424881, + 0.03151486814022064, + 0.1179426982998848, + 0.055897630751132965, + 0.0790841206908226 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02688479796051979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0792415589094162 + ], + "opposite_logprob_tokens": [ + -2.5792415142059326 + ], + "logprob_reward": -0.0792415589094162, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0792415589094162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34410718083381653, + 0.07363457977771759, + 0.0570574514567852, + 0.16878372430801392, + 0.05821842700242996, + 0.03424276411533356, + 0.03548872098326683, + 0.1305989921092987, + 0.04269617050886154, + 0.05517201125621796 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0792415589094162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07264462113380432, + 0.05122766271233559, + 0.04164596274495125, + 0.1925818920135498, + 0.0535263754427433, + 0.09680990874767303, + 0.16334515810012817, + 0.20646977424621582, + 0.07109461724758148, + 0.05065400153398514 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358967646956444 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.026358967646956444, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358967646956444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15085607767105103, + 0.029458357021212578, + 0.026841310784220695, + 0.07755645364522934, + 0.023283114656805992, + 0.059215255081653595, + 0.1107761561870575, + 0.17886944115161896, + 0.14572681486606598, + 0.19741708040237427 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.026358967646956444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309217259287834 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.04309217259287834, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309217259287834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1928461194038391, + 0.04407260939478874, + 0.03514442592859268, + 0.18409238755702972, + 0.03638075664639473, + 0.06771305203437805, + 0.05800184607505798, + 0.13905341923236847, + 0.1122594103217125, + 0.1304360032081604 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.04309217259287834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a tight close-up, perfectly still to capture the solemnity of the moment, centered on the weathered hands of an old keeper, their skin a roadmap of calluses and prominent veins, as they steadily and deliberately pass a heavy brass key. The key, large and ornate, with a deep patina in the crevices, glows dully as it is placed into the open, strong, spotless hand of its successor, whose fingers grip its cool weight with resolute reverence. As the transfer is complete, the camera begins a slow, subtle pullout to a medium shot, revealing two figures within the lantern chamber atop the windswept lighthouse. In the background, the vast, complex glass prism of the rotating Fresnel lens rotates methodically. Every few seconds, a bright, cold white light sweeps across the circular room, flickering across their faces, casting long, dancing shadows, and then plunging them back into gloom, gently illuminated by a warm oil lamp flickering on a nearby ledge. Through the thick, rain-streaked glass windows, the dark, roiling waves of the stormy sea rage below, creating a powerful and dramatic atmosphere that contrasts with the quiet and profound seriousness of the heritage conveyed within.", + "seed": 24237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_3929_seed_24237_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040998090896755456, + "vlm_logprob": -0.040998090896755456, + "vlm_yes_no_margin": 3.8499999761581423, + "vlm_token_credit": -0.040998090896755456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014740838669240475 + ], + "opposite_logprob_tokens": [ + -4.389740943908691 + ], + "logprob_reward": -0.014740838669240475, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014740838669240475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2777004539966583, + 0.10812100023031235, + 0.07379693537950516, + 0.044278282672166824, + 0.10281745344400406, + 0.07189459353685379, + 0.054056841880083084, + 0.032962165772914886, + 0.16759109497070312, + 0.0667811930179596 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014740838669240475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048797156661748886 + ], + "opposite_logprob_tokens": [ + -3.048797130584717 + ], + "logprob_reward": -0.048797156661748886, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048797156661748886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3090642988681793, + 0.11654673516750336, + 0.07453873008489609, + 0.06014953926205635, + 0.07719087600708008, + 0.023249000310897827, + 0.03114353120326996, + 0.07490306347608566, + 0.09398139268159866, + 0.13923285901546478 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048797156661748886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2630784511566162, + 0.0716383308172226, + 0.056905850768089294, + 0.059865452349185944, + 0.11744777113199234, + 0.0944087952375412, + 0.04783335700631142, + 0.03354484215378761, + 0.05888519436120987, + 0.1963919699192047 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1608830690383911, + 0.08033480495214462, + 0.040084995329380035, + 0.027743911370635033, + 0.1441156268119812, + 0.0781186893582344, + 0.1280515193939209, + 0.06820622086524963, + 0.19380848109722137, + 0.0786527469754219 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708459794521332 + ], + "opposite_logprob_tokens": [ + -2.127084493637085 + ], + "logprob_reward": -0.12708459794521332, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12708459794521332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2232424020767212, + 0.07861581444740295, + 0.07825292646884918, + 0.054653462022542953, + 0.050749290734529495, + 0.12029553949832916, + 0.0881863608956337, + 0.08204872161149979, + 0.16079330444335938, + 0.06316222995519638 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.12708459794521332 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a tight close-up, perfectly still to capture the solemnity of the moment, centered on the weathered hands of an old keeper, their skin a roadmap of calluses and prominent veins, as they steadily and deliberately pass a heavy brass key. The key, large and ornate, with a deep patina in the crevices, glows dully as it is placed into the open, strong, spotless hand of its successor, whose fingers grip its cool weight with resolute reverence. As the transfer is complete, the camera begins a slow, subtle pullout to a medium shot, revealing two figures within the lantern chamber atop the windswept lighthouse. In the background, the vast, complex glass prism of the rotating Fresnel lens rotates methodically. Every few seconds, a bright, cold white light sweeps across the circular room, flickering across their faces, casting long, dancing shadows, and then plunging them back into gloom, gently illuminated by a warm oil lamp flickering on a nearby ledge. Through the thick, rain-streaked glass windows, the dark, roiling waves of the stormy sea rage below, creating a powerful and dramatic atmosphere that contrasts with the quiet and profound seriousness of the heritage conveyed within.", + "seed": 24238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_2/index_3929_seed_24238_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03791377134621143, + "vlm_logprob": -0.03791377134621143, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03791377134621143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07191364467144012 + ], + "opposite_logprob_tokens": [ + -2.696913719177246 + ], + "logprob_reward": -0.07191364467144012, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07191364467144012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2013237029314041, + 0.08819995075464249, + 0.06487613916397095, + 0.12350311130285263, + 0.17552457749843597, + 0.04596042260527611, + 0.07494226843118668, + 0.09451789408922195, + 0.03827041760087013, + 0.0928814560174942 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07191364467144012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048801131546497345 + ], + "opposite_logprob_tokens": [ + -3.0488011837005615 + ], + "logprob_reward": -0.048801131546497345, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048801131546497345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2177053540945053, + 0.050447747111320496, + 0.09924250096082687, + 0.04243706539273262, + 0.12013828754425049, + 0.04566607624292374, + 0.040815677493810654, + 0.17044642567634583, + 0.03184324875473976, + 0.18125765025615692 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.048801131546497345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545948848128319 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545948848128319, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545948848128319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08714180439710617, + 0.0781337171792984, + 0.05080430954694748, + 0.12013249844312668, + 0.09924451261758804, + 0.093791164457798, + 0.12557344138622284, + 0.24156978726387024, + 0.07387081533670425, + 0.029737913981080055 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.012545948848128319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076287128031253815 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.0076287128031253815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076287128031253815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12412425130605698, + 0.0869031473994255, + 0.10325469076633453, + 0.04250546544790268, + 0.1185789555311203, + 0.04526269808411598, + 0.12244511395692825, + 0.18150654435157776, + 0.0292972419410944, + 0.14612190425395966 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0076287128031253815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot initially a tight close-up centered on the weathered hands of an old keeper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands described as weathered with visible calluses and prominent veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, subtle pullout from the close-up to a medium shot revealing two figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a lantern chamber atop a lighthouse with a rotating Fresnel lens in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a flickering cold white light from the lens and a warm oil lamp, with rain-streaked windows showing a stormy sea?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048679418861866 + ], + "opposite_logprob_tokens": [ + -3.0486793518066406 + ], + "logprob_reward": -0.048679418861866, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048679418861866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2479456067085266, + 0.10943177342414856, + 0.07262247055768967, + 0.08508317917585373, + 0.24410761892795563, + 0.04722532629966736, + 0.055988237261772156, + 0.05277175083756447, + 0.05098671466112137, + 0.033837344497442245 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048679418861866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_tensor([5721, 5721])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_tensor([5721, 5721])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c7501061c5830ed3a11c7db78705fe8e97907d23 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_tensor([5721, 5721])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up, rendered in a lush, painterly Studio Ghibli-inspired style, begins with a slow and graceful orbital pan around a rare Annam leaf turtle. This creature's unique leaf-like carapace is a marvel of natural design, featuring three distinctive, spiky keels running its length and serrated edges, all painted a rich, earthy brown with intricate dark patterns that perfectly mimic fallen leaves. As the camera rotates smoothly, it captures the turtle deliberately nestling in a thick, soft bed of emerald moss on a lush riverbank. Its scaly legs gently push into the damp earth, and it gently, finally shuffling its way into a perfect hollow. Nearby, a tranquil stream flows clear, its water whispering over smooth, colorful pebbles. The entire scene is bathed in soft, dappled sunlight, filtering through the dense forest canopy and casting a shifting mosaic of warm golden light and cool shadows on the moss, the turtle's shell, and the gently swaying, delicate fern fronds. The camera’s unhurried movements and the scenes’ vibrant watercolor palette create a serene and magical atmosphere, capturing peaceful, hidden moments in nature with the hand-painted charm and quiet reverence that characterizes Ghibli masterpieces.", + "seed": 30772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_5721_seed_30772_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018869706615805625, + "vlm_logprob": -0.018869706615805625, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.018869706615805625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003406913485378027 + ], + "opposite_logprob_tokens": [ + -6.003407001495361 + ], + "logprob_reward": -0.003406913485378027, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003406913485378027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15542186796665192, + 0.038891587406396866, + 0.030194826424121857, + 0.03454931825399399, + 0.01955334097146988, + 0.04553532600402832, + 0.026763904839754105, + 0.38030990958213806, + 0.07891100645065308, + 0.18986888229846954 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.003406913485378027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003426551818848 + ], + "opposite_logprob_tokens": [ + -2.6950342655181885 + ], + "logprob_reward": -0.07003426551818848, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003426551818848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.072773277759552, + 0.0803656131029129, + 0.040656402707099915, + 0.021763097494840622, + 0.07264430075883865, + 0.06674528121948242, + 0.05019303411245346, + 0.28896844387054443, + 0.05789467319846153, + 0.24799580872058868 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.07003426551818848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651040494441986 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651040494441986, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651040494441986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10905367881059647, + 0.09168276935815811, + 0.044778499752283096, + 0.03590181842446327, + 0.11005139350891113, + 0.030107637867331505, + 0.01980883814394474, + 0.3869665861129761, + 0.03204961121082306, + 0.13959920406341553 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.008651040494441986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625163532793522 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625163532793522, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625163532793522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09029830992221832, + 0.056629154831171036, + 0.04879755154252052, + 0.06948306411504745, + 0.14248758554458618, + 0.14857493340969086, + 0.06714768707752228, + 0.15899032354354858, + 0.1168205589056015, + 0.10077083110809326 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.007625163532793522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631150048226118 + ], + "opposite_logprob_tokens": [ + -5.379631042480469 + ], + "logprob_reward": -0.004631150048226118, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631150048226118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08004403114318848, + 0.05101427063345909, + 0.03174677491188049, + 0.03281064331531525, + 0.05508269742131233, + 0.1225169226527214, + 0.1102529987692833, + 0.34456631541252136, + 0.08809013664722443, + 0.0838751494884491 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.004631150048226118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, rendered in a lush, painterly Studio Ghibli-inspired style, begins with a slow and graceful orbital pan around a rare Annam leaf turtle. This creature's unique leaf-like carapace is a marvel of natural design, featuring three distinctive, spiky keels running its length and serrated edges, all painted a rich, earthy brown with intricate dark patterns that perfectly mimic fallen leaves. As the camera rotates smoothly, it captures the turtle deliberately nestling in a thick, soft bed of emerald moss on a lush riverbank. Its scaly legs gently push into the damp earth, and it gently, finally shuffling its way into a perfect hollow. Nearby, a tranquil stream flows clear, its water whispering over smooth, colorful pebbles. The entire scene is bathed in soft, dappled sunlight, filtering through the dense forest canopy and casting a shifting mosaic of warm golden light and cool shadows on the moss, the turtle's shell, and the gently swaying, delicate fern fronds. The camera’s unhurried movements and the scenes’ vibrant watercolor palette create a serene and magical atmosphere, capturing peaceful, hidden moments in nature with the hand-painted charm and quiet reverence that characterizes Ghibli masterpieces.", + "seed": 30773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_5721_seed_30773_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03373957239091396, + "vlm_logprob": -0.03373957239091396, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03373957239091396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006507041398435831 + ], + "opposite_logprob_tokens": [ + -5.13150691986084 + ], + "logprob_reward": -0.006507041398435831, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006507041398435831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08990587294101715, + 0.050146132707595825, + 0.08165193349123001, + 0.10513588786125183, + 0.399856299161911, + 0.01844378560781479, + 0.04479815065860748, + 0.040855903178453445, + 0.017369354143738747, + 0.15183667838573456 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.006507041398435831 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293884366750717 + ], + "opposite_logprob_tokens": [ + -2.23793888092041 + ], + "logprob_reward": -0.11293884366750717, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293884366750717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07052702456712723, + 0.07625433057546616, + 0.09222578257322311, + 0.04603711515665054, + 0.38605737686157227, + 0.05270818993449211, + 0.0508413091301918, + 0.029636094346642494, + 0.024972110986709595, + 0.17074064910411835 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.11293884366750717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981775999069214 + ], + "opposite_logprob_tokens": [ + -3.529817819595337 + ], + "logprob_reward": -0.02981775999069214, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981775999069214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01865941472351551, + 0.011890080757439137, + 0.02836287021636963, + 0.02121017687022686, + 0.7597140669822693, + 0.009298760443925858, + 0.014585737138986588, + 0.024801334366202354, + 0.007255674339830875, + 0.10422186553478241 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.02981775999069214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188248664140701 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188248664140701, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188248664140701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10301898419857025, + 0.050451360642910004, + 0.07946038246154785, + 0.2291618287563324, + 0.18382148444652557, + 0.05646929517388344, + 0.0457080714404583, + 0.04272431880235672, + 0.033231399953365326, + 0.17595289647579193 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.014188248664140701 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245968233793974 + ], + "opposite_logprob_tokens": [ + -5.255246162414551 + ], + "logprob_reward": -0.005245968233793974, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245968233793974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07866250723600388, + 0.04977724328637123, + 0.24514591693878174, + 0.22575215995311737, + 0.2549651563167572, + 0.029720788821578026, + 0.03115595504641533, + 0.01615539938211441, + 0.010700787417590618, + 0.05796407535672188 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.005245968233793974 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, rendered in a lush, painterly Studio Ghibli-inspired style, begins with a slow and graceful orbital pan around a rare Annam leaf turtle. This creature's unique leaf-like carapace is a marvel of natural design, featuring three distinctive, spiky keels running its length and serrated edges, all painted a rich, earthy brown with intricate dark patterns that perfectly mimic fallen leaves. As the camera rotates smoothly, it captures the turtle deliberately nestling in a thick, soft bed of emerald moss on a lush riverbank. Its scaly legs gently push into the damp earth, and it gently, finally shuffling its way into a perfect hollow. Nearby, a tranquil stream flows clear, its water whispering over smooth, colorful pebbles. The entire scene is bathed in soft, dappled sunlight, filtering through the dense forest canopy and casting a shifting mosaic of warm golden light and cool shadows on the moss, the turtle's shell, and the gently swaying, delicate fern fronds. The camera’s unhurried movements and the scenes’ vibrant watercolor palette create a serene and magical atmosphere, capturing peaceful, hidden moments in nature with the hand-painted charm and quiet reverence that characterizes Ghibli masterpieces.", + "seed": 30774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_5721_seed_30774_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03800480980426073, + "vlm_logprob": -0.03800480980426073, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.03800480980426073, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015004747547209263 + ], + "opposite_logprob_tokens": [ + -4.265004634857178 + ], + "logprob_reward": -0.015004747547209263, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015004747547209263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33002617955207825, + 0.05769926682114601, + 0.037384793162345886, + 0.1586005687713623, + 0.09015440195798874, + 0.0495101734995842, + 0.09411142021417618, + 0.05938145890831947, + 0.06871076673269272, + 0.054421015083789825 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.015004747547209263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906040340662003 + ], + "opposite_logprob_tokens": [ + -2.4640603065490723 + ], + "logprob_reward": -0.08906040340662003, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906040340662003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2968631386756897, + 0.0432007871568203, + 0.061957553029060364, + 0.11984266340732574, + 0.08317585289478302, + 0.05599115788936615, + 0.11844104528427124, + 0.08376801013946533, + 0.09034589678049088, + 0.046413861215114594 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.08906040340662003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373133063316345 + ], + "opposite_logprob_tokens": [ + -3.6513731479644775 + ], + "logprob_reward": -0.026373133063316345, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373133063316345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.318004310131073, + 0.0682927593588829, + 0.058128464967012405, + 0.06365784257650375, + 0.08402349054813385, + 0.1698342263698578, + 0.1271599531173706, + 0.04719654098153114, + 0.023588521406054497, + 0.040113892406225204 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.026373133063316345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793808236718178 + ], + "opposite_logprob_tokens": [ + -3.5297937393188477 + ], + "logprob_reward": -0.029793808236718178, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793808236718178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3243657350540161, + 0.09850382804870605, + 0.044461410492658615, + 0.061549536883831024, + 0.0864405632019043, + 0.04041315242648125, + 0.09122414886951447, + 0.11910738795995712, + 0.04785554111003876, + 0.0860787034034729 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.029793808236718178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791956767439842 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029791956767439842, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791956767439842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21294580399990082, + 0.07686445116996765, + 0.05143846943974495, + 0.22592143714427948, + 0.05038352683186531, + 0.058755647391080856, + 0.09685806930065155, + 0.08379923552274704, + 0.08463399112224579, + 0.05839938297867775 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.029791956767439842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, rendered in a lush, painterly Studio Ghibli-inspired style, begins with a slow and graceful orbital pan around a rare Annam leaf turtle. This creature's unique leaf-like carapace is a marvel of natural design, featuring three distinctive, spiky keels running its length and serrated edges, all painted a rich, earthy brown with intricate dark patterns that perfectly mimic fallen leaves. As the camera rotates smoothly, it captures the turtle deliberately nestling in a thick, soft bed of emerald moss on a lush riverbank. Its scaly legs gently push into the damp earth, and it gently, finally shuffling its way into a perfect hollow. Nearby, a tranquil stream flows clear, its water whispering over smooth, colorful pebbles. The entire scene is bathed in soft, dappled sunlight, filtering through the dense forest canopy and casting a shifting mosaic of warm golden light and cool shadows on the moss, the turtle's shell, and the gently swaying, delicate fern fronds. The camera’s unhurried movements and the scenes’ vibrant watercolor palette create a serene and magical atmosphere, capturing peaceful, hidden moments in nature with the hand-painted charm and quiet reverence that characterizes Ghibli masterpieces.", + "seed": 30775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_3/index_5721_seed_30775_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02983174417167902, + "vlm_logprob": -0.02983174417167902, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.02983174417167902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014245131053030491 + ], + "opposite_logprob_tokens": [ + -4.38924503326416 + ], + "logprob_reward": -0.014245131053030491, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014245131053030491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1958974003791809, + 0.05778203532099724, + 0.03543378785252571, + 0.045354489237070084, + 0.06338479369878769, + 0.06667986512184143, + 0.10340578854084015, + 0.03925301134586334, + 0.19308194518089294, + 0.1997268795967102 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014245131053030491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003404200077057 + ], + "opposite_logprob_tokens": [ + -2.6950340270996094 + ], + "logprob_reward": -0.07003404200077057, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003404200077057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08612988144159317, + 0.05914590135216713, + 0.06882896274328232, + 0.049052007496356964, + 0.1393454670906067, + 0.06363970041275024, + 0.04154856503009796, + 0.027950352057814598, + 0.2989140748977661, + 0.1654449999332428 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.07003404200077057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641489617526531 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641489617526531, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641489617526531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09801746159791946, + 0.08738468587398529, + 0.10156559199094772, + 0.05929914116859436, + 0.07684127986431122, + 0.07661767303943634, + 0.023300493136048317, + 0.087361641228199, + 0.20395265519618988, + 0.18565942347049713 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.007641489617526531 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049927800893784 + ], + "opposite_logprob_tokens": [ + -3.1680498123168945 + ], + "logprob_reward": -0.043049927800893784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049927800893784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07779805362224579, + 0.04521512985229492, + 0.02101205661892891, + 0.02025679498910904, + 0.039286058396101, + 0.04849793016910553, + 0.14878204464912415, + 0.06587903946638107, + 0.11648519337177277, + 0.41678768396377563 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.043049927800893784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a lush, painterly Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a rare Annam leaf turtle with a leaf-like carapace featuring three spiky keels and serrated edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell painted a rich, earthy brown with intricate dark patterns mimicking fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, smooth orbital pan around the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a lush riverbank with a thick bed of emerald moss and a nearby tranquil stream flowing over smooth, colorful pebbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188130386173725 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188130386173725, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188130386173725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1465132087469101, + 0.03580738976597786, + 0.046127866953611374, + 0.038124192506074905, + 0.09624125808477402, + 0.06068909168243408, + 0.09510493278503418, + 0.03635665029287338, + 0.1322917491197586, + 0.3127436339855194 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014188130386173725 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_tensor([184, 184])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_tensor([184, 184])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..01d77a3f4b00ae91389d5e2d47250ad4ccf38039 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_tensor([184, 184])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic close-up, slowly zooming in, focuses on a signature pale blue gift box, its matte surface tied with a pristine white ribbon. The lid opens with an elegant, steady rhythm. As the lid fully opens, a pool of viscous, shimmering magical liquid emerges within. It emanates a soft inner glow, akin to miniature nebulae swirling slowly within, its colors shifting between silver and cyan. Immediately, the liquid begins to accelerate toward the center, forming a vortex that shrinks ever smaller, its light growing increasingly concentrated and luminous. At the moment of culmination, a blinding burst of pure white light erupts, accompanied by cinematic special effects-like radiating beams and a horizontally stretched, distorted halo that instantly engulfs the entire frame. After the light quickly dissipated, the lens performed a quick and precise focus shift. The residual liquid halo in the foreground became blurred, and the focus fell clearly on a perfectly cut, dazzling diamond that had just crystallized in the light. The countless facets of the diamond captured and refracted the surrounding light, emitting colorful prismatic flames. The whole process was set against the deep black background, creating a visual atmosphere of extreme luxury, full of miracles and magic.", + "seed": 12474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_184_seed_12474_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00773338652215898, + "vlm_logprob": -0.00773338652215898, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.00773338652215898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014435265213251114 + ], + "opposite_logprob_tokens": [ + -4.264435291290283 + ], + "logprob_reward": -0.014435265213251114, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014435265213251114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14245574176311493, + 0.22646670043468475, + 0.045544467866420746, + 0.07977160066366196, + 0.10464560985565186, + 0.05308401957154274, + 0.2660166323184967, + 0.03162523731589317, + 0.038041431456804276, + 0.012348509393632412 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.014435265213251114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036180056631565094 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036180056631565094, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036180056631565094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0691945031285286, + 0.14526882767677307, + 0.07266697287559509, + 0.04833285138010979, + 0.0754297599196434, + 0.05769453942775726, + 0.23263689875602722, + 0.21604447066783905, + 0.05099741369485855, + 0.03173377364873886 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.0036180056631565094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177571015432477 + ], + "opposite_logprob_tokens": [ + -6.751177787780762 + ], + "logprob_reward": -0.001177571015432477, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177571015432477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0710173174738884, + 0.08255451172590256, + 0.057460784912109375, + 0.028300896286964417, + 0.07241225242614746, + 0.07029671221971512, + 0.20505665242671967, + 0.2908801734447479, + 0.08050988614559174, + 0.04151080921292305 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.001177571015432477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245256703346968 + ], + "opposite_logprob_tokens": [ + -5.255245208740234 + ], + "logprob_reward": -0.005245256703346968, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245256703346968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08523562550544739, + 0.26985034346580505, + 0.08466577529907227, + 0.03440678119659424, + 0.04680231586098671, + 0.037484310567379, + 0.039257608354091644, + 0.21679890155792236, + 0.08138460665941238, + 0.10411370545625687 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.005245256703346968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190834015607834 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190834015607834, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190834015607834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06031032279133797, + 0.14189670979976654, + 0.054379671812057495, + 0.1575012058019638, + 0.16199670732021332, + 0.06636721640825272, + 0.2350264936685562, + 0.08839961141347885, + 0.01936987228691578, + 0.014752242714166641 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.014190834015607834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, slowly zooming in, focuses on a signature pale blue gift box, its matte surface tied with a pristine white ribbon. The lid opens with an elegant, steady rhythm. As the lid fully opens, a pool of viscous, shimmering magical liquid emerges within. It emanates a soft inner glow, akin to miniature nebulae swirling slowly within, its colors shifting between silver and cyan. Immediately, the liquid begins to accelerate toward the center, forming a vortex that shrinks ever smaller, its light growing increasingly concentrated and luminous. At the moment of culmination, a blinding burst of pure white light erupts, accompanied by cinematic special effects-like radiating beams and a horizontally stretched, distorted halo that instantly engulfs the entire frame. After the light quickly dissipated, the lens performed a quick and precise focus shift. The residual liquid halo in the foreground became blurred, and the focus fell clearly on a perfectly cut, dazzling diamond that had just crystallized in the light. The countless facets of the diamond captured and refracted the surrounding light, emitting colorful prismatic flames. The whole process was set against the deep black background, creating a visual atmosphere of extreme luxury, full of miracles and magic.", + "seed": 12475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_184_seed_12475_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015016395784914493, + "vlm_logprob": -0.015016395784914493, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.015016395784914493, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04889274761080742 + ], + "opposite_logprob_tokens": [ + -3.0488927364349365 + ], + "logprob_reward": -0.04889274761080742, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04889274761080742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0896146222949028, + 0.020903436467051506, + 0.031590767204761505, + 0.02807258814573288, + 0.031320855021476746, + 0.01534898579120636, + 0.018893027678132057, + 0.05666366592049599, + 0.6502335667610168, + 0.05735843628644943 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.04889274761080742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07793431729078293, + 0.03399099037051201, + 0.09739890694618225, + 0.033604949712753296, + 0.026714056730270386, + 0.04843612015247345, + 0.02506459876894951, + 0.06080563738942146, + 0.4305839538574219, + 0.16546659171581268 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009189196862280369 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.0009189196862280369, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009189196862280369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03857913613319397, + 0.025307364761829376, + 0.020467909052968025, + 0.013203338719904423, + 0.007918504998087883, + 0.02423395775258541, + 0.02326137199997902, + 0.01449090987443924, + 0.7531647682189941, + 0.07937274128198624 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0009189196862280369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00862976722419262 + ], + "opposite_logprob_tokens": [ + -4.75862979888916 + ], + "logprob_reward": -0.00862976722419262, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00862976722419262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028937891125679016, + 0.010274856351315975, + 0.016566703096032143, + 0.010006626136600971, + 0.014337020926177502, + 0.010294520296156406, + 0.0145711749792099, + 0.011666983366012573, + 0.7619960308074951, + 0.12134823203086853 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00862976722419262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03222990781068802, + 0.06445947289466858, + 0.03240494057536125, + 0.025526665151119232, + 0.008767831139266491, + 0.021032970398664474, + 0.018227625638246536, + 0.011827477253973484, + 0.7511201500892639, + 0.03440289571881294 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.012540650554001331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, slowly zooming in, focuses on a signature pale blue gift box, its matte surface tied with a pristine white ribbon. The lid opens with an elegant, steady rhythm. As the lid fully opens, a pool of viscous, shimmering magical liquid emerges within. It emanates a soft inner glow, akin to miniature nebulae swirling slowly within, its colors shifting between silver and cyan. Immediately, the liquid begins to accelerate toward the center, forming a vortex that shrinks ever smaller, its light growing increasingly concentrated and luminous. At the moment of culmination, a blinding burst of pure white light erupts, accompanied by cinematic special effects-like radiating beams and a horizontally stretched, distorted halo that instantly engulfs the entire frame. After the light quickly dissipated, the lens performed a quick and precise focus shift. The residual liquid halo in the foreground became blurred, and the focus fell clearly on a perfectly cut, dazzling diamond that had just crystallized in the light. The countless facets of the diamond captured and refracted the surrounding light, emitting colorful prismatic flames. The whole process was set against the deep black background, creating a visual atmosphere of extreme luxury, full of miracles and magic.", + "seed": 12476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_184_seed_12476_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015748918638564646, + "vlm_logprob": -0.015748918638564646, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.015748918638564646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04336491599678993 + ], + "opposite_logprob_tokens": [ + -3.168365001678467 + ], + "logprob_reward": -0.04336491599678993, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04336491599678993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04798322916030884, + 0.05131271854043007, + 0.019844789057970047, + 0.07968607544898987, + 0.3402249217033386, + 0.0554996132850647, + 0.2709384262561798, + 0.08568161725997925, + 0.031366486102342606, + 0.01746203936636448 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.04336491599678993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04383615404367447, + 0.023165754973888397, + 0.03184659406542778, + 0.04542941600084305, + 0.3652881681919098, + 0.02137918770313263, + 0.12102984637022018, + 0.2529506981372833, + 0.030768664553761482, + 0.06430549919605255 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510551548562944 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510551548562944, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510551548562944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03860818222165108, + 0.039835985749959946, + 0.03867283836007118, + 0.020965516567230225, + 0.08171195536851883, + 0.08374445140361786, + 0.18392282724380493, + 0.21607647836208344, + 0.12084117531776428, + 0.17562052607536316 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.001510551548562944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014180961064994335 + ], + "opposite_logprob_tokens": [ + -4.264181137084961 + ], + "logprob_reward": -0.014180961064994335, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014180961064994335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02475021407008171, + 0.01954779215157032, + 0.022708864882588387, + 0.040940072387456894, + 0.4630897045135498, + 0.02987399324774742, + 0.024641914293169975, + 0.16613774001598358, + 0.0633460059762001, + 0.14496368169784546 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.014180961064994335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022683098912239075, + 0.04557085782289505, + 0.01956873945891857, + 0.041007500141859055, + 0.09425420314073563, + 0.16667397320270538, + 0.2394600510597229, + 0.3332134187221527, + 0.01716241054236889, + 0.02040577493607998 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.016067545861005783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, slowly zooming in, focuses on a signature pale blue gift box, its matte surface tied with a pristine white ribbon. The lid opens with an elegant, steady rhythm. As the lid fully opens, a pool of viscous, shimmering magical liquid emerges within. It emanates a soft inner glow, akin to miniature nebulae swirling slowly within, its colors shifting between silver and cyan. Immediately, the liquid begins to accelerate toward the center, forming a vortex that shrinks ever smaller, its light growing increasingly concentrated and luminous. At the moment of culmination, a blinding burst of pure white light erupts, accompanied by cinematic special effects-like radiating beams and a horizontally stretched, distorted halo that instantly engulfs the entire frame. After the light quickly dissipated, the lens performed a quick and precise focus shift. The residual liquid halo in the foreground became blurred, and the focus fell clearly on a perfectly cut, dazzling diamond that had just crystallized in the light. The countless facets of the diamond captured and refracted the surrounding light, emitting colorful prismatic flames. The whole process was set against the deep black background, creating a visual atmosphere of extreme luxury, full of miracles and magic.", + "seed": 12477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_4/index_184_seed_12477_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02014553057961166, + "vlm_logprob": -0.02014553057961166, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02014553057961166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026740193367004395 + ], + "opposite_logprob_tokens": [ + -3.651740074157715 + ], + "logprob_reward": -0.026740193367004395, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026740193367004395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33330145478248596, + 0.09800069779157639, + 0.13642093539237976, + 0.02709781378507614, + 0.0416375994682312, + 0.09815873950719833, + 0.16836367547512054, + 0.026541627943515778, + 0.03880726918578148, + 0.03167019411921501 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.026740193367004395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048117104917764664, + 0.07552377879619598, + 0.4889165759086609, + 0.051880184561014175, + 0.08335298299789429, + 0.05990583822131157, + 0.05387626215815544, + 0.03397798165678978, + 0.03747005760669708, + 0.06697928160429001 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.006745188031345606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028178293723613024 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028178293723613024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028178293723613024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12068533152341843, + 0.062120597809553146, + 0.204207181930542, + 0.055170394480228424, + 0.1596168577671051, + 0.05023355409502983, + 0.19636790454387665, + 0.019024329259991646, + 0.06864046305418015, + 0.06393340975046158 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.0028178293723613024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807859495282173 + ], + "opposite_logprob_tokens": [ + -3.288078546524048 + ], + "logprob_reward": -0.03807859495282173, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807859495282173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09193561971187592, + 0.08251213282346725, + 0.044136323034763336, + 0.06721437722444534, + 0.08696151524782181, + 0.15247364342212677, + 0.18266266584396362, + 0.054313816130161285, + 0.10956462472677231, + 0.12822528183460236 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.03807859495282173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale blue gift box with a matte surface tied with a white ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the box lid opening to reveal a pool of viscous, shimmering liquid that glows with silver and cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid form a shrinking vortex that culminates in a blinding burst of white light with radiating beams and a distorted halo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video end with a focus shift revealing a perfectly cut, dazzling diamond emitting colorful prismatic flames against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow zoom in at the start and a quick focus shift at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634584717452526 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634584717452526, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634584717452526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10812683403491974, + 0.18646344542503357, + 0.48105135560035706, + 0.020682083442807198, + 0.07747280597686768, + 0.03122352436184883, + 0.021190308034420013, + 0.020023243501782417, + 0.02763720601797104, + 0.026129143312573433 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02634584717452526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_tensor([5240, 5240])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_tensor([5240, 5240])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e490f1ac8f6a4a8084857e8eded9eebef9c7745d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_tensor([5240, 5240])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "gentle, Ghibli-inspired art style defines the scene, which begins with a static, medium shot focusing on a young girl with a neat brown bob and large, expressive, doe-like eyes. She sits alone on a weathered, dark-wood park bench, her small hands resting quietly on the legs of her simple, pale yellow, sleeveless sundress. Against the soft backdrop of a vast, sun-dappled field, other children can be seen running and playing with joyful energy, their laughter a distant whisper that underscores her profound loneliness. The light, warm and golden, filters through the leaves of a large tree overhead, casting shifting, painterly patterns across the lush green grass and her somber figure. With a look of deep melancholy, she slowly and deliberately closes her eyes, her long lashes casting a faint shadow across her cheek. A single, crystal-like tear escapes the corner of her right eye, glittering in the sunlight and flowing in a slow, deliberate path down her soft, rosy cheek. As the tears reach her jawline, the camera begins a slow, graceful crane shot, rising vertically and pulling back, transitioning to a high-angle wide shot. The final frame reveals her as a small, solitary figure, dwarfed by the vast, spreading branches of this magnificent old tree, creating an atmosphere of powerful and poignant beauty and quiet sadness within the idyllic landscape.", + "seed": 31234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_5240_seed_31234_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022589484043419362, + "vlm_logprob": -0.022589484043419362, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.022589484043419362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030551884323358536 + ], + "opposite_logprob_tokens": [ + -3.5305519104003906 + ], + "logprob_reward": -0.030551884323358536, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030551884323358536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5350832939147949, + 0.0405225045979023, + 0.02623428963124752, + 0.03841233626008034, + 0.10741870105266571, + 0.08682528138160706, + 0.052020762115716934, + 0.03756473958492279, + 0.04445605352520943, + 0.03146197274327278 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.030551884323358536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557720765471458 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557720765471458, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557720765471458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4469054341316223, + 0.07150273770093918, + 0.032966405153274536, + 0.055014509707689285, + 0.12316298484802246, + 0.09144745022058487, + 0.031799718737602234, + 0.03389013558626175, + 0.040832530707120895, + 0.07247812300920486 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.012557720765471458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655688762664795 + ], + "opposite_logprob_tokens": [ + -3.0486557483673096 + ], + "logprob_reward": -0.048655688762664795, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655688762664795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3721773624420166, + 0.04421372711658478, + 0.04387473315000534, + 0.09194596111774445, + 0.08673758059740067, + 0.0901244506239891, + 0.05753340199589729, + 0.08336195349693298, + 0.06883642077445984, + 0.06119439750909805 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.048655688762664795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31427904963493347, + 0.04998727887868881, + 0.04517514258623123, + 0.06692444533109665, + 0.09057758748531342, + 0.06804637610912323, + 0.04634629189968109, + 0.05113501101732254, + 0.0980941653251648, + 0.16943465173244476 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538649141788483 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538649141788483, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538649141788483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18529705703258514, + 0.04374862462282181, + 0.07056690752506256, + 0.05769405886530876, + 0.08190462738275528, + 0.024439815431833267, + 0.05942224711179733, + 0.08115937560796738, + 0.13636112213134766, + 0.2594061493873596 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012538649141788483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gentle, Ghibli-inspired art style defines the scene, which begins with a static, medium shot focusing on a young girl with a neat brown bob and large, expressive, doe-like eyes. She sits alone on a weathered, dark-wood park bench, her small hands resting quietly on the legs of her simple, pale yellow, sleeveless sundress. Against the soft backdrop of a vast, sun-dappled field, other children can be seen running and playing with joyful energy, their laughter a distant whisper that underscores her profound loneliness. The light, warm and golden, filters through the leaves of a large tree overhead, casting shifting, painterly patterns across the lush green grass and her somber figure. With a look of deep melancholy, she slowly and deliberately closes her eyes, her long lashes casting a faint shadow across her cheek. A single, crystal-like tear escapes the corner of her right eye, glittering in the sunlight and flowing in a slow, deliberate path down her soft, rosy cheek. As the tears reach her jawline, the camera begins a slow, graceful crane shot, rising vertically and pulling back, transitioning to a high-angle wide shot. The final frame reveals her as a small, solitary figure, dwarfed by the vast, spreading branches of this magnificent old tree, creating an atmosphere of powerful and poignant beauty and quiet sadness within the idyllic landscape.", + "seed": 31235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_5240_seed_31235_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28200979307293894, + "vlm_logprob": -0.28200979307293894, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.28200979307293894, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05581576004624367 + ], + "opposite_logprob_tokens": [ + -2.9308156967163086 + ], + "logprob_reward": -0.05581576004624367, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05581576004624367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3809196650981903, + 0.1760547012090683, + 0.0631374642252922, + 0.06902765482664108, + 0.07335931807756424, + 0.0348287858068943, + 0.03310788795351982, + 0.05835689604282379, + 0.08362950384616852, + 0.02757807821035385 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05581576004624367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220921322703362 + ], + "opposite_logprob_tokens": [ + -4.264220714569092 + ], + "logprob_reward": -0.014220921322703362, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220921322703362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22326774895191193, + 0.1176266074180603, + 0.09332484751939774, + 0.08388026058673859, + 0.11592680215835571, + 0.08270178735256195, + 0.07509065419435501, + 0.06897325813770294, + 0.11336307227611542, + 0.02584495022892952 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014220921322703362 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032185912132263 + ], + "opposite_logprob_tokens": [ + -2.3503217697143555 + ], + "logprob_reward": -0.10032185912132263, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032185912132263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22067506611347198, + 0.09061427414417267, + 0.09342832863330841, + 0.10229786485433578, + 0.20908412337303162, + 0.062183670699596405, + 0.06571672856807709, + 0.06384646147489548, + 0.05234679952263832, + 0.03980666399002075 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.10032185912132263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08873378485441208, + 0.030662113800644875, + 0.1021636500954628, + 0.14714667201042175, + 0.1506693810224533, + 0.1054253876209259, + 0.15730461478233337, + 0.07978259772062302, + 0.08015365153551102, + 0.05795816704630852 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236130237579346 + ], + "opposite_logprob_tokens": [ + -0.3486129939556122 + ], + "logprob_reward": -1.2236130237579346, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236130237579346, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15967798233032227, + 0.05766990780830383, + 0.313005268573761, + 0.11194980144500732, + 0.0849529281258583, + 0.04901996999979019, + 0.048948243260383606, + 0.038205504417419434, + 0.07176784425973892, + 0.06480253487825394 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -1.2236130237579346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "gentle, Ghibli-inspired art style defines the scene, which begins with a static, medium shot focusing on a young girl with a neat brown bob and large, expressive, doe-like eyes. She sits alone on a weathered, dark-wood park bench, her small hands resting quietly on the legs of her simple, pale yellow, sleeveless sundress. Against the soft backdrop of a vast, sun-dappled field, other children can be seen running and playing with joyful energy, their laughter a distant whisper that underscores her profound loneliness. The light, warm and golden, filters through the leaves of a large tree overhead, casting shifting, painterly patterns across the lush green grass and her somber figure. With a look of deep melancholy, she slowly and deliberately closes her eyes, her long lashes casting a faint shadow across her cheek. A single, crystal-like tear escapes the corner of her right eye, glittering in the sunlight and flowing in a slow, deliberate path down her soft, rosy cheek. As the tears reach her jawline, the camera begins a slow, graceful crane shot, rising vertically and pulling back, transitioning to a high-angle wide shot. The final frame reveals her as a small, solitary figure, dwarfed by the vast, spreading branches of this magnificent old tree, creating an atmosphere of powerful and poignant beauty and quiet sadness within the idyllic landscape.", + "seed": 31236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_5240_seed_31236_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05403709579259157, + "vlm_logprob": -0.05403709579259157, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05403709579259157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04342963919043541 + ], + "opposite_logprob_tokens": [ + -3.1684296131134033 + ], + "logprob_reward": -0.04342963919043541, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04342963919043541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28088468313217163, + 0.11779491603374481, + 0.043198999017477036, + 0.0346808061003685, + 0.25963327288627625, + 0.06283389776945114, + 0.04830842465162277, + 0.06347278505563736, + 0.03746384009718895, + 0.05172829329967499 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04342963919043541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109242532402277 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.01109242532402277, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109242532402277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1810758113861084, + 0.0944397822022438, + 0.07241897284984589, + 0.10790637135505676, + 0.1301558017730713, + 0.08767998218536377, + 0.06668221950531006, + 0.09960780292749405, + 0.04453979432582855, + 0.11549350619316101 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.01109242532402277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063171207904816 + ], + "opposite_logprob_tokens": [ + -3.168063163757324 + ], + "logprob_reward": -0.043063171207904816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063171207904816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08259399980306625, + 0.09456239640712738, + 0.07368196547031403, + 0.16922537982463837, + 0.14122220873832703, + 0.09928387403488159, + 0.04795340076088905, + 0.07678158581256866, + 0.07193997502326965, + 0.1427551954984665 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.043063171207904816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800403863191605 + ], + "opposite_logprob_tokens": [ + -3.5298004150390625 + ], + "logprob_reward": -0.029800403863191605, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800403863191605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1267242282629013, + 0.10609263926744461, + 0.09500904381275177, + 0.22802066802978516, + 0.09570181369781494, + 0.024895457550883293, + 0.14317478239536285, + 0.0723496749997139, + 0.04163951054215431, + 0.0663921907544136 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.029800403863191605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279983937740326 + ], + "opposite_logprob_tokens": [ + -2.0177998542785645 + ], + "logprob_reward": -0.14279983937740326, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279983937740326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08071499317884445, + 0.03109006956219673, + 0.0529269315302372, + 0.054115064442157745, + 0.041769348084926605, + 0.13709817826747894, + 0.07566481828689575, + 0.15914541482925415, + 0.059625428169965744, + 0.3078497350215912 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.14279983937740326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gentle, Ghibli-inspired art style defines the scene, which begins with a static, medium shot focusing on a young girl with a neat brown bob and large, expressive, doe-like eyes. She sits alone on a weathered, dark-wood park bench, her small hands resting quietly on the legs of her simple, pale yellow, sleeveless sundress. Against the soft backdrop of a vast, sun-dappled field, other children can be seen running and playing with joyful energy, their laughter a distant whisper that underscores her profound loneliness. The light, warm and golden, filters through the leaves of a large tree overhead, casting shifting, painterly patterns across the lush green grass and her somber figure. With a look of deep melancholy, she slowly and deliberately closes her eyes, her long lashes casting a faint shadow across her cheek. A single, crystal-like tear escapes the corner of her right eye, glittering in the sunlight and flowing in a slow, deliberate path down her soft, rosy cheek. As the tears reach her jawline, the camera begins a slow, graceful crane shot, rising vertically and pulling back, transitioning to a high-angle wide shot. The final frame reveals her as a small, solitary figure, dwarfed by the vast, spreading branches of this magnificent old tree, creating an atmosphere of powerful and poignant beauty and quiet sadness within the idyllic landscape.", + "seed": 31237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_5/index_5240_seed_31237_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030169099662452938, + "vlm_logprob": -0.030169099662452938, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.030169099662452938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039664287120103836 + ], + "opposite_logprob_tokens": [ + -3.2896642684936523 + ], + "logprob_reward": -0.039664287120103836, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039664287120103836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2709523141384125, + 0.18000097572803497, + 0.06325235217809677, + 0.06118769943714142, + 0.10289169102907181, + 0.11078092455863953, + 0.05475112050771713, + 0.0554736852645874, + 0.04169869422912598, + 0.0590105839073658 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.039664287120103836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834190383553505 + ], + "opposite_logprob_tokens": [ + -3.529834270477295 + ], + "logprob_reward": -0.029834190383553505, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834190383553505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21981941163539886, + 0.1571527123451233, + 0.11504673957824707, + 0.05346344783902168, + 0.12312696129083633, + 0.09427742660045624, + 0.05384182929992676, + 0.031190382316708565, + 0.060885950922966, + 0.09119512885808945 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.029834190383553505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058594077825546 + ], + "opposite_logprob_tokens": [ + -2.812058687210083 + ], + "logprob_reward": -0.062058594077825546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058594077825546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17804937064647675, + 0.1707039326429367, + 0.09510985761880875, + 0.048043206334114075, + 0.10464054346084595, + 0.11297807097434998, + 0.052305009216070175, + 0.04381939023733139, + 0.09025181829929352, + 0.10409887880086899 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.062058594077825546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744833197444677 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744833197444677, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744833197444677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17780499160289764, + 0.09833265095949173, + 0.05156667158007622, + 0.031216200441122055, + 0.040498286485672, + 0.08910396695137024, + 0.09714869409799576, + 0.16523095965385437, + 0.14145228266716003, + 0.10764530301094055 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.006744833197444677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young girl with a neat brown bob and large, expressive eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a simple, pale yellow, sleeveless sundress while sitting on a weathered, dark-wood park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl slowly and deliberately close her eyes, followed by a single tear flowing down her right cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a static medium shot and transition into a slow, vertical crane shot rising to a high-angle wide view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, sun-dappled field with other children running and playing in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1637813001871109, + 0.05752976983785629, + 0.0764935165643692, + 0.0554727166891098, + 0.06164233386516571, + 0.0907079204916954, + 0.07454756647348404, + 0.06233898922801018, + 0.20059657096862793, + 0.15688931941986084 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012543593533337116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_tensor([3693, 3693])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_tensor([3693, 3693])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a21e33d4ab11d8179b6f8f50270abd336f9765ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_tensor([3693, 3693])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic 360-degree drone shot slowly circles a majestic golden eagle, perched majestically on the craggy rocky edge of a sheer cliff, overlooking the bottomless canyon below. The eagle's deep brown feathers, layered and richly textured in the soft morning light, are accented by the golden feathers on its nape and crown, gleaming with a metallic sheen. Its amber eyes, piercing as a knife, gaze into the distance, its powerful yellow talons gripping the weathered and moss-speckled rock face with unwavering stability. As the camera sweeps smoothly across its profile, the eagle puffs out its chest, thrusts its powerful neck back, extends its sharp, curved beak, and lets out a piercing, high-pitched cry, its entire body trembling with the effort of its entire body. Below it, wisps of mist drift across the vast valley, and a silvery river winds through a deep green pine forest. The rising sun shines at a low angle, outlining a dazzling golden edge for the eagle's outline, while casting a long and deep shadow in the valley. The whole picture is filled with a primitive, lonely and shocking magnificent atmosphere in the warm light and shadow.", + "seed": 758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_3693_seed_758_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6458798840641975, + "vlm_logprob": -0.6458798840641975, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.6458798840641975, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.049419403076172 + ], + "opposite_logprob_tokens": [ + -0.04941945895552635 + ], + "logprob_reward": -3.049419403076172, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.049419403076172, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15973933041095734, + 0.07629548013210297, + 0.0610295794904232, + 0.07185256481170654, + 0.150543212890625, + 0.14771585166454315, + 0.05556466057896614, + 0.04327503964304924, + 0.0619463212788105, + 0.1720380038022995 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -3.049419403076172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03820206597447395 + ], + "opposite_logprob_tokens": [ + -3.2882020473480225 + ], + "logprob_reward": -0.03820206597447395, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03820206597447395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11377352476119995, + 0.07104212790727615, + 0.07763578742742538, + 0.055544741451740265, + 0.06829662621021271, + 0.1389232575893402, + 0.04586756229400635, + 0.28252580761909485, + 0.029811561107635498, + 0.11657899618148804 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.03820206597447395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812311962246895 + ], + "opposite_logprob_tokens": [ + -3.28812313079834 + ], + "logprob_reward": -0.03812311962246895, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812311962246895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20433387160301208, + 0.06004390865564346, + 0.08082299679517746, + 0.06363971531391144, + 0.16427099704742432, + 0.12539339065551758, + 0.0870630219578743, + 0.05271264165639877, + 0.04486629739403725, + 0.11685321480035782 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03812311962246895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048700083047151566 + ], + "opposite_logprob_tokens": [ + -3.0487000942230225 + ], + "logprob_reward": -0.048700083047151566, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048700083047151566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09009578078985214, + 0.09343879669904709, + 0.09654686599969864, + 0.12052696943283081, + 0.11602964997291565, + 0.244049072265625, + 0.04719303175806999, + 0.05177735164761543, + 0.032792650163173676, + 0.10754982382059097 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.048700083047151566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495474860072136 + ], + "opposite_logprob_tokens": [ + -2.929954767227173 + ], + "logprob_reward": -0.05495474860072136, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495474860072136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132482647895813, + 0.08437278866767883, + 0.09433402866125107, + 0.05505915358662605, + 0.10285931080579758, + 0.06762604415416718, + 0.03523249551653862, + 0.33673256635665894, + 0.02992543950676918, + 0.06137548387050629 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.05495474860072136 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic 360-degree drone shot slowly circles a majestic golden eagle, perched majestically on the craggy rocky edge of a sheer cliff, overlooking the bottomless canyon below. The eagle's deep brown feathers, layered and richly textured in the soft morning light, are accented by the golden feathers on its nape and crown, gleaming with a metallic sheen. Its amber eyes, piercing as a knife, gaze into the distance, its powerful yellow talons gripping the weathered and moss-speckled rock face with unwavering stability. As the camera sweeps smoothly across its profile, the eagle puffs out its chest, thrusts its powerful neck back, extends its sharp, curved beak, and lets out a piercing, high-pitched cry, its entire body trembling with the effort of its entire body. Below it, wisps of mist drift across the vast valley, and a silvery river winds through a deep green pine forest. The rising sun shines at a low angle, outlining a dazzling golden edge for the eagle's outline, while casting a long and deep shadow in the valley. The whole picture is filled with a primitive, lonely and shocking magnificent atmosphere in the warm light and shadow.", + "seed": 759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_3693_seed_759_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7154843181371688, + "vlm_logprob": -0.7154843181371688, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.7154843181371688, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.2890870571136475 + ], + "opposite_logprob_tokens": [ + -0.03908713161945343 + ], + "logprob_reward": -3.2890870571136475, + "yes_no_margin_reward": -3.25, + "token_credit_reward": -3.2890870571136475, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15220680832862854, + 0.09274302423000336, + 0.11073437333106995, + 0.10066326707601547, + 0.14368173480033875, + 0.21787801384925842, + 0.04576629400253296, + 0.04029014706611633, + 0.06490775942802429, + 0.03112856112420559 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -3.2890870571136475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07014551758766174 + ], + "opposite_logprob_tokens": [ + -2.695145606994629 + ], + "logprob_reward": -0.07014551758766174, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07014551758766174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08556924015283585, + 0.3054942786693573, + 0.082149438560009, + 0.274019330739975, + 0.05851992592215538, + 0.07786914706230164, + 0.055578380823135376, + 0.015748348087072372, + 0.031096212565898895, + 0.0139557383954525 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07014551758766174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310279339551926 + ], + "opposite_logprob_tokens": [ + -3.168102741241455 + ], + "logprob_reward": -0.04310279339551926, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310279339551926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19310905039310455, + 0.09732619673013687, + 0.07854460179805756, + 0.24277465045452118, + 0.08704786747694016, + 0.13891585171222687, + 0.03694317117333412, + 0.03071499988436699, + 0.04775313287973404, + 0.04687048867344856 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.04310279339551926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062116287648677826 + ], + "opposite_logprob_tokens": [ + -2.8121163845062256 + ], + "logprob_reward": -0.062116287648677826, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062116287648677826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0882948562502861, + 0.046811021864414215, + 0.1094178855419159, + 0.12582646310329437, + 0.07617393881082535, + 0.11211275309324265, + 0.1050884947180748, + 0.10011391341686249, + 0.09994203597307205, + 0.13621865212917328 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.062116287648677826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296993494033813 + ], + "opposite_logprob_tokens": [ + -2.2379698753356934 + ], + "logprob_reward": -0.11296993494033813, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296993494033813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1904958039522171, + 0.2519227862358093, + 0.059256572276353836, + 0.218147873878479, + 0.06100140139460564, + 0.08263504505157471, + 0.02251916192471981, + 0.017796631902456284, + 0.06501062214374542, + 0.03121410310268402 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.11296993494033813 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic 360-degree drone shot slowly circles a majestic golden eagle, perched majestically on the craggy rocky edge of a sheer cliff, overlooking the bottomless canyon below. The eagle's deep brown feathers, layered and richly textured in the soft morning light, are accented by the golden feathers on its nape and crown, gleaming with a metallic sheen. Its amber eyes, piercing as a knife, gaze into the distance, its powerful yellow talons gripping the weathered and moss-speckled rock face with unwavering stability. As the camera sweeps smoothly across its profile, the eagle puffs out its chest, thrusts its powerful neck back, extends its sharp, curved beak, and lets out a piercing, high-pitched cry, its entire body trembling with the effort of its entire body. Below it, wisps of mist drift across the vast valley, and a silvery river winds through a deep green pine forest. The rising sun shines at a low angle, outlining a dazzling golden edge for the eagle's outline, while casting a long and deep shadow in the valley. The whole picture is filled with a primitive, lonely and shocking magnificent atmosphere in the warm light and shadow.", + "seed": 760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_3693_seed_760_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6415119010955095, + "vlm_logprob": -0.6415119010955095, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.6415119010955095, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.0493357181549072 + ], + "opposite_logprob_tokens": [ + -0.049335721880197525 + ], + "logprob_reward": -3.0493357181549072, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.0493357181549072, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09417533129453659, + 0.0922449603676796, + 0.0694553554058075, + 0.04897267743945122, + 0.14141063392162323, + 0.09561639279127121, + 0.040144823491573334, + 0.05234430357813835, + 0.05692155286669731, + 0.30871400237083435 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -3.0493357181549072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02643083594739437 + ], + "opposite_logprob_tokens": [ + -3.65143084526062 + ], + "logprob_reward": -0.02643083594739437, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02643083594739437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18433699011802673, + 0.08580750972032547, + 0.07940023392438889, + 0.06758344173431396, + 0.14254185557365417, + 0.08360902220010757, + 0.05241939425468445, + 0.1031990647315979, + 0.05599932372570038, + 0.14510318636894226 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.02643083594739437 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373014181852341 + ], + "opposite_logprob_tokens": [ + -3.4087300300598145 + ], + "logprob_reward": -0.03373014181852341, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373014181852341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10896770656108856, + 0.07197726517915726, + 0.06373988091945648, + 0.060409367084503174, + 0.19083788990974426, + 0.05868726968765259, + 0.04465422034263611, + 0.049921467900276184, + 0.03388546407222748, + 0.3169194757938385 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.03373014181852341 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310930147767067 + ], + "opposite_logprob_tokens": [ + -3.16810941696167 + ], + "logprob_reward": -0.04310930147767067, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310930147767067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07351619005203247, + 0.04919345676898956, + 0.04702185094356537, + 0.024160543456673622, + 0.2149074822664261, + 0.06947726011276245, + 0.02532169781625271, + 0.024291645735502243, + 0.158951997756958, + 0.3131578862667084 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.04310930147767067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495350807905197 + ], + "opposite_logprob_tokens": [ + -2.9299535751342773 + ], + "logprob_reward": -0.05495350807905197, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495350807905197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1160658672451973, + 0.10877155512571335, + 0.043625425547361374, + 0.0528409481048584, + 0.09073035418987274, + 0.05354848876595497, + 0.2640351355075836, + 0.06738140434026718, + 0.03993101045489311, + 0.16306987404823303 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.05495350807905197 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic 360-degree drone shot slowly circles a majestic golden eagle, perched majestically on the craggy rocky edge of a sheer cliff, overlooking the bottomless canyon below. The eagle's deep brown feathers, layered and richly textured in the soft morning light, are accented by the golden feathers on its nape and crown, gleaming with a metallic sheen. Its amber eyes, piercing as a knife, gaze into the distance, its powerful yellow talons gripping the weathered and moss-speckled rock face with unwavering stability. As the camera sweeps smoothly across its profile, the eagle puffs out its chest, thrusts its powerful neck back, extends its sharp, curved beak, and lets out a piercing, high-pitched cry, its entire body trembling with the effort of its entire body. Below it, wisps of mist drift across the vast valley, and a silvery river winds through a deep green pine forest. The rising sun shines at a low angle, outlining a dazzling golden edge for the eagle's outline, while casting a long and deep shadow in the valley. The whole picture is filled with a primitive, lonely and shocking magnificent atmosphere in the warm light and shadow.", + "seed": 761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_6/index_3693_seed_761_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.9651949554681778, + "vlm_logprob": -0.9651949554681778, + "vlm_yes_no_margin": 0.475, + "vlm_token_credit": -0.9651949554681778, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.019161701202393 + ], + "opposite_logprob_tokens": [ + -0.01916147768497467 + ], + "logprob_reward": -4.019161701202393, + "yes_no_margin_reward": -4.0, + "token_credit_reward": -4.019161701202393, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12406780570745468, + 0.07247122377157211, + 0.11515308916568756, + 0.06419730931520462, + 0.09056398272514343, + 0.09087081998586655, + 0.05976921319961548, + 0.09830015897750854, + 0.08417284488677979, + 0.20043349266052246 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -4.019161701202393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34901678562164307 + ], + "opposite_logprob_tokens": [ + -1.224016785621643 + ], + "logprob_reward": -0.34901678562164307, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34901678562164307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18358853459358215, + 0.1841733306646347, + 0.05494992062449455, + 0.08009827136993408, + 0.18767394125461578, + 0.07581526786088943, + 0.03897177428007126, + 0.03437573462724686, + 0.05624302476644516, + 0.1041102409362793 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.34901678562164307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11307927966117859 + ], + "opposite_logprob_tokens": [ + -2.238079309463501 + ], + "logprob_reward": -0.11307927966117859, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11307927966117859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07552327960729599, + 0.10221318900585175, + 0.04914354160428047, + 0.16370123624801636, + 0.18582692742347717, + 0.18804343044757843, + 0.05986446887254715, + 0.03790858015418053, + 0.031953539699316025, + 0.10582178831100464 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.11307927966117859 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14301756024360657 + ], + "opposite_logprob_tokens": [ + -2.018017530441284 + ], + "logprob_reward": -0.14301756024360657, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14301756024360657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10509355366230011, + 0.05342090129852295, + 0.07402442395687103, + 0.08710187673568726, + 0.1170194149017334, + 0.16025280952453613, + 0.08677804470062256, + 0.07444428652524948, + 0.04981575161218643, + 0.1920490264892578 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.14301756024360657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a 360-degree circular movement around the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle perched on a craggy rocky edge of a sheer cliff overlooking a canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle exhibit deep brown feathers with golden accents on the nape and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the eagle perform the action of puffing its chest, thrusting its neck back, extending its beak, and crying out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a vast valley with a silvery river winding through a deep green pine forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20169945061206818 + ], + "opposite_logprob_tokens": [ + -1.7016994953155518 + ], + "logprob_reward": -0.20169945061206818, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20169945061206818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20093460381031036, + 0.061745695769786835, + 0.09741342067718506, + 0.1355099231004715, + 0.08208045363426208, + 0.05842703953385353, + 0.050819046795368195, + 0.049535755068063736, + 0.12288153916597366, + 0.140652596950531 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.20169945061206818 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_tensor([8460, 8460])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_tensor([8460, 8460])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..574e2912c1c77375832700a0795de80714c18b37 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_tensor([8460, 8460])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene opens in sophisticated and refined Shopify style, with the camera sweeping smoothly and steadily from left to right across the minimalist, sun-drenched studio. Soft natural light pours in from large, clear windows, illuminating the uncluttered space and highlighting the clean lines of the modern, light-colored wood furniture. A diverse team collaborates in the background, their movements focused and relaxed. The camera's movement gracefully slows to a medium shot, focusing on a single woman, the team leader. Her dark hair is tied in a chic low ponytail, her face framed by delicate gold earrings, and she offers a genuine, warm smile, her eyes crinkling at the corners. She embodies a modern, professional aesthetic in a refined cream silk blouse and well-tailored beige trousers. With an open and confident posture, she gently turns and smoothly extends her arm, reaching toward a large whiteboard mounted on a pristine white wall in an inviting, open-palm gesture. The board, covered in a vibrant mosaic of colorful Post-it Notes, hand-drawn diagrams, and flowcharts, visually represents a successful brainstorming session. The entire scene is bathed in warm, high-key lighting that eliminates harsh shadows and creates an atmosphere of optimism, efficient happiness, and joyful teamwork.", + "seed": 6980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_8460_seed_6980_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01414092592895031, + "vlm_logprob": -0.01414092592895031, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.01414092592895031, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016122562810778618 + ], + "opposite_logprob_tokens": [ + -4.266122341156006 + ], + "logprob_reward": -0.016122562810778618, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016122562810778618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20176519453525543, + 0.1057073175907135, + 0.1527206301689148, + 0.06137567013502121, + 0.026904204860329628, + 0.0705917552113533, + 0.06962621957063675, + 0.10005698353052139, + 0.11766009032726288, + 0.0935918316245079 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.016122562810778618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001520311925560236 + ], + "opposite_logprob_tokens": [ + -6.501520156860352 + ], + "logprob_reward": -0.001520311925560236, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001520311925560236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15038426220417023, + 0.1394546926021576, + 0.09602486342191696, + 0.04449325427412987, + 0.0847683846950531, + 0.02993125282227993, + 0.08932625502347946, + 0.03866136446595192, + 0.15717191994190216, + 0.16978368163108826 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.001520311925560236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896916776895523, + 0.0783296748995781, + 0.09768980741500854, + 0.04668550193309784, + 0.13417530059814453, + 0.06401513516902924, + 0.16275610029697418, + 0.04211344197392464, + 0.07237178087234497, + 0.11217157542705536 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00248873233795166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019402741454541683 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019402741454541683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019402741454541683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14486324787139893, + 0.12606646120548248, + 0.04950632154941559, + 0.04633072391152382, + 0.06724924594163895, + 0.05345416069030762, + 0.13340985774993896, + 0.06232427433133125, + 0.1207146942615509, + 0.1960810422897339 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0019402741454541683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048632748425006866 + ], + "opposite_logprob_tokens": [ + -3.048632860183716 + ], + "logprob_reward": -0.048632748425006866, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048632748425006866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18852795660495758, + 0.07921399921178818, + 0.05917641893029213, + 0.06996408849954605, + 0.08293172717094421, + 0.06371673196554184, + 0.23558513820171356, + 0.04451971501111984, + 0.11119656264781952, + 0.06516765058040619 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.048632748425006866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens in sophisticated and refined Shopify style, with the camera sweeping smoothly and steadily from left to right across the minimalist, sun-drenched studio. Soft natural light pours in from large, clear windows, illuminating the uncluttered space and highlighting the clean lines of the modern, light-colored wood furniture. A diverse team collaborates in the background, their movements focused and relaxed. The camera's movement gracefully slows to a medium shot, focusing on a single woman, the team leader. Her dark hair is tied in a chic low ponytail, her face framed by delicate gold earrings, and she offers a genuine, warm smile, her eyes crinkling at the corners. She embodies a modern, professional aesthetic in a refined cream silk blouse and well-tailored beige trousers. With an open and confident posture, she gently turns and smoothly extends her arm, reaching toward a large whiteboard mounted on a pristine white wall in an inviting, open-palm gesture. The board, covered in a vibrant mosaic of colorful Post-it Notes, hand-drawn diagrams, and flowcharts, visually represents a successful brainstorming session. The entire scene is bathed in warm, high-key lighting that eliminates harsh shadows and creates an atmosphere of optimism, efficient happiness, and joyful teamwork.", + "seed": 6981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_8460_seed_6981_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02020840086042881, + "vlm_logprob": -0.02020840086042881, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.02020840086042881, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013711433857679367 + ], + "opposite_logprob_tokens": [ + -4.388711452484131 + ], + "logprob_reward": -0.013711433857679367, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013711433857679367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16551192104816437, + 0.1364852488040924, + 0.08018435537815094, + 0.06226296350359917, + 0.07708243280649185, + 0.034365713596343994, + 0.06804483383893967, + 0.2738743722438812, + 0.04333483800292015, + 0.05885331705212593 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.013711433857679367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002500266768038273 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.002500266768038273, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002500266768038273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08431748300790787, + 0.11045712232589722, + 0.06375498324632645, + 0.17277508974075317, + 0.0784122496843338, + 0.04239462688565254, + 0.06524451076984406, + 0.17464061081409454, + 0.07836251705884933, + 0.12964078783988953 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.002500266768038273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326414793729782, + 0.1132858544588089, + 0.07765078544616699, + 0.2312461882829666, + 0.07372073084115982, + 0.03555619716644287, + 0.0437178909778595, + 0.06512318551540375, + 0.055389005690813065, + 0.1716686487197876 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.00673524197191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069071367383003 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.016069071367383003, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069071367383003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11333025991916656, + 0.14281326532363892, + 0.2750866115093231, + 0.0623122900724411, + 0.07739855349063873, + 0.0640220120549202, + 0.06322378665208817, + 0.0573863759636879, + 0.03855456784367561, + 0.1058722510933876 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.016069071367383003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202599033713341 + ], + "opposite_logprob_tokens": [ + -2.812026023864746 + ], + "logprob_reward": -0.06202599033713341, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202599033713341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11039122194051743, + 0.2275865375995636, + 0.08871658891439438, + 0.1319955438375473, + 0.08371429145336151, + 0.050902824848890305, + 0.05311824753880501, + 0.043491676449775696, + 0.15149147808551788, + 0.058591604232788086 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.06202599033713341 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens in sophisticated and refined Shopify style, with the camera sweeping smoothly and steadily from left to right across the minimalist, sun-drenched studio. Soft natural light pours in from large, clear windows, illuminating the uncluttered space and highlighting the clean lines of the modern, light-colored wood furniture. A diverse team collaborates in the background, their movements focused and relaxed. The camera's movement gracefully slows to a medium shot, focusing on a single woman, the team leader. Her dark hair is tied in a chic low ponytail, her face framed by delicate gold earrings, and she offers a genuine, warm smile, her eyes crinkling at the corners. She embodies a modern, professional aesthetic in a refined cream silk blouse and well-tailored beige trousers. With an open and confident posture, she gently turns and smoothly extends her arm, reaching toward a large whiteboard mounted on a pristine white wall in an inviting, open-palm gesture. The board, covered in a vibrant mosaic of colorful Post-it Notes, hand-drawn diagrams, and flowcharts, visually represents a successful brainstorming session. The entire scene is bathed in warm, high-key lighting that eliminates harsh shadows and creates an atmosphere of optimism, efficient happiness, and joyful teamwork.", + "seed": 6982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_8460_seed_6982_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019536689016968013, + "vlm_logprob": -0.019536689016968013, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.019536689016968013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007184030022472143 + ], + "opposite_logprob_tokens": [ + -5.257184028625488 + ], + "logprob_reward": -0.007184030022472143, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007184030022472143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08952541649341583, + 0.048879459500312805, + 0.05784207209944725, + 0.051598504185676575, + 0.10922730714082718, + 0.13019002974033356, + 0.2732486128807068, + 0.11351411789655685, + 0.05091608315706253, + 0.0750584602355957 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.007184030022472143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022053224965929985 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022053224965929985, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022053224965929985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0834725946187973, + 0.03908712416887283, + 0.06325308978557587, + 0.03467239812016487, + 0.08242592960596085, + 0.12075124680995941, + 0.2277832329273224, + 0.24515268206596375, + 0.0377470999956131, + 0.06565459817647934 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0022053224965929985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09570590406656265, + 0.021998148411512375, + 0.04230513051152229, + 0.02994353696703911, + 0.11310996115207672, + 0.10132479667663574, + 0.282879501581192, + 0.25033316016197205, + 0.026365600526332855, + 0.03603425621986389 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.004093363881111145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250830203294754 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005250830203294754, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250830203294754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055637188255786896, + 0.02706962637603283, + 0.0471915639936924, + 0.05111487954854965, + 0.06582635641098022, + 0.06276596337556839, + 0.13585753738880157, + 0.14027222990989685, + 0.12439366430044174, + 0.2898710072040558 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.005250830203294754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894989848136902 + ], + "opposite_logprob_tokens": [ + -2.5789499282836914 + ], + "logprob_reward": -0.07894989848136902, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894989848136902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07728736847639084, + 0.042885929346084595, + 0.05081583186984062, + 0.03715340048074722, + 0.11310703307390213, + 0.18016064167022705, + 0.318069726228714, + 0.1154121458530426, + 0.01822931133210659, + 0.04687858372926712 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.07894989848136902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens in sophisticated and refined Shopify style, with the camera sweeping smoothly and steadily from left to right across the minimalist, sun-drenched studio. Soft natural light pours in from large, clear windows, illuminating the uncluttered space and highlighting the clean lines of the modern, light-colored wood furniture. A diverse team collaborates in the background, their movements focused and relaxed. The camera's movement gracefully slows to a medium shot, focusing on a single woman, the team leader. Her dark hair is tied in a chic low ponytail, her face framed by delicate gold earrings, and she offers a genuine, warm smile, her eyes crinkling at the corners. She embodies a modern, professional aesthetic in a refined cream silk blouse and well-tailored beige trousers. With an open and confident posture, she gently turns and smoothly extends her arm, reaching toward a large whiteboard mounted on a pristine white wall in an inviting, open-palm gesture. The board, covered in a vibrant mosaic of colorful Post-it Notes, hand-drawn diagrams, and flowcharts, visually represents a successful brainstorming session. The entire scene is bathed in warm, high-key lighting that eliminates harsh shadows and creates an atmosphere of optimism, efficient happiness, and joyful teamwork.", + "seed": 6983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_7/index_8460_seed_6983_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00852416530251503, + "vlm_logprob": -0.00852416530251503, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.00852416530251503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011116121895611286 + ], + "opposite_logprob_tokens": [ + -4.761116027832031 + ], + "logprob_reward": -0.011116121895611286, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011116121895611286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08221038430929184, + 0.08306201547384262, + 0.05710684508085251, + 0.025559857487678528, + 0.16100198030471802, + 0.040792785584926605, + 0.044907137751579285, + 0.2622685432434082, + 0.18927793204784393, + 0.05381249263882637 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.011116121895611286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024946779012680054 + ], + "opposite_logprob_tokens": [ + -6.002494812011719 + ], + "logprob_reward": -0.0024946779012680054, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024946779012680054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083695709705353, + 0.14691373705863953, + 0.09001637250185013, + 0.05737128481268883, + 0.1346515268087387, + 0.04028276354074478, + 0.07825471460819244, + 0.1359924077987671, + 0.09080339968204498, + 0.1348767727613449 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.0024946779012680054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248932633548975 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248932633548975, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248932633548975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06392870098352432, + 0.05873967707157135, + 0.03900595009326935, + 0.05462132766842842, + 0.07257122546434402, + 0.06612419337034225, + 0.048641886562108994, + 0.39167171716690063, + 0.06070321053266525, + 0.14399214088916779 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.005248932633548975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192449454218149 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.003192449454218149, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192449454218149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03267339617013931, + 0.03871706500649452, + 0.032210782170295715, + 0.0338384248316288, + 0.09736005961894989, + 0.029652919620275497, + 0.030022138729691505, + 0.031285759061574936, + 0.15751798450946808, + 0.5167214870452881 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.003192449454218149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist, sun-drenched studio with large clear windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a cream silk blouse and beige trousers visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have dark hair tied in a low ponytail and wear gold earrings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a large whiteboard covered in colorful Post-it Notes, diagrams, and flowcharts behind the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping left-to-right motion and then slow down to a medium shot focusing on the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020568644627928734 + ], + "opposite_logprob_tokens": [ + -3.895568609237671 + ], + "logprob_reward": -0.020568644627928734, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020568644627928734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052461620420217514, + 0.23559807240962982, + 0.06153825670480728, + 0.06624405831098557, + 0.14724035561084747, + 0.048551660031080246, + 0.06604286283254623, + 0.13610082864761353, + 0.12361600995063782, + 0.06260622292757034 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.020568644627928734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_tensor([81, 81])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_tensor([81, 81])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..860c7d2f0831a995962b369a0d638d80625f552d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_tensor([81, 81])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot from a level angle, focuses on a weathered wooden park bench. An elderly couple sits on the bench, the soft golden light of the late afternoon sun filtering through the sparse branches, casting dappled shadows on them and the ground. The elderly man on the left has a face covered in deep wrinkles, each one a story carved by time. His thinning, short, silver-white hair sways gently in the breeze. He wears a dark blue, slightly worn crew-neck sweater. His eyes close slightly, and he exhales slowly, deeply, creating a fleeting puff of white mist in the cool autumn air. The gesture conveys a sense of relief yet a subtle hint of fatigue. Next to him, leaning completely relaxed on his shoulder, is his wife. She also has neatly combed silver hair and wears a beige knitted cardigan. Her cheek rests against his arm, her expression serene and tranquil, as if she's accustomed to this gesture. The background is a quiet path in the park, with the ground covered with golden fallen leaves. The main colors of the entire picture are warm gold and calm earth tones, creating a deep, peaceful and warm emotional atmosphere. Time seems to stand still at this moment.", + "seed": 31678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_81_seed_31678_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01790648456662893, + "vlm_logprob": -0.01790648456662893, + "vlm_yes_no_margin": 4.1999999523162845, + "vlm_token_credit": -0.01790648456662893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040033262223005295 + ], + "opposite_logprob_tokens": [ + -3.2900333404541016 + ], + "logprob_reward": -0.040033262223005295, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040033262223005295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12765662372112274, + 0.044606685638427734, + 0.08548575639724731, + 0.024758968502283096, + 0.11216159164905548, + 0.09943078458309174, + 0.4275105595588684, + 0.03359406813979149, + 0.02223154902458191, + 0.022563332691788673 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.040033262223005295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012572318315505981 + ], + "opposite_logprob_tokens": [ + -4.387572288513184 + ], + "logprob_reward": -0.012572318315505981, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012572318315505981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1136346161365509, + 0.10923447459936142, + 0.10506519675254822, + 0.04745857045054436, + 0.1474025398492813, + 0.06590797007083893, + 0.20447826385498047, + 0.04424159228801727, + 0.044226065278053284, + 0.11835069954395294 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.012572318315505981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204864114522934 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204864114522934, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018204864114522934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15062695741653442, + 0.08834649622440338, + 0.05118812620639801, + 0.06770442426204681, + 0.14138516783714294, + 0.1030905619263649, + 0.1403343230485916, + 0.11992873251438141, + 0.04464209824800491, + 0.09275303781032562 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.018204864114522934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089124716818333 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089124716818333, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089124716818333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08948515355587006, + 0.14824356138706207, + 0.20621778070926666, + 0.0903690829873085, + 0.057261254638433456, + 0.0672655999660492, + 0.11355370283126831, + 0.06786301732063293, + 0.03768419101834297, + 0.12205664813518524 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.011089124716818333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632853463292122 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632853463292122, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632853463292122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14558818936347961, + 0.1182856336236, + 0.03797844052314758, + 0.04916970059275627, + 0.09827934205532074, + 0.14929945766925812, + 0.13289006054401398, + 0.06456487625837326, + 0.032793883234262466, + 0.17115043103694916 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.007632853463292122 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on a weathered wooden park bench. An elderly couple sits on the bench, the soft golden light of the late afternoon sun filtering through the sparse branches, casting dappled shadows on them and the ground. The elderly man on the left has a face covered in deep wrinkles, each one a story carved by time. His thinning, short, silver-white hair sways gently in the breeze. He wears a dark blue, slightly worn crew-neck sweater. His eyes close slightly, and he exhales slowly, deeply, creating a fleeting puff of white mist in the cool autumn air. The gesture conveys a sense of relief yet a subtle hint of fatigue. Next to him, leaning completely relaxed on his shoulder, is his wife. She also has neatly combed silver hair and wears a beige knitted cardigan. Her cheek rests against his arm, her expression serene and tranquil, as if she's accustomed to this gesture. The background is a quiet path in the park, with the ground covered with golden fallen leaves. The main colors of the entire picture are warm gold and calm earth tones, creating a deep, peaceful and warm emotional atmosphere. Time seems to stand still at this moment.", + "seed": 31679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_81_seed_31679_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16161205396056175, + "vlm_logprob": -0.16161205396056175, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.16161205396056175, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6959456205368042 + ], + "opposite_logprob_tokens": [ + -0.6959456205368042 + ], + "logprob_reward": -0.6959456205368042, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6959456205368042, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31421205401420593, + 0.05558181181550026, + 0.04439442977309227, + 0.04208819568157196, + 0.05654685199260712, + 0.03138519451022148, + 0.054237715899944305, + 0.017038464546203613, + 0.3531649112701416, + 0.031350359320640564 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.6959456205368042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059771365486085415 + ], + "opposite_logprob_tokens": [ + -5.130977153778076 + ], + "logprob_reward": -0.0059771365486085415, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059771365486085415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3061157763004303, + 0.06382700055837631, + 0.07776080816984177, + 0.04706992581486702, + 0.06847738474607468, + 0.04686702787876129, + 0.05626870319247246, + 0.030415119603276253, + 0.2726059854030609, + 0.030592376366257668 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0059771365486085415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108570583164692 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.01108570583164692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108570583164692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2387286275625229, + 0.14026682078838348, + 0.11980385333299637, + 0.07551838457584381, + 0.039139244705438614, + 0.044412463903427124, + 0.042939431965351105, + 0.047643791884183884, + 0.21758203208446503, + 0.03396536782383919 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.01108570583164692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952369887381792 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952369887381792, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952369887381792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24151606857776642, + 0.1319478303194046, + 0.14680901169776917, + 0.06058003753423691, + 0.03371438384056091, + 0.033325280994176865, + 0.0355340838432312, + 0.03383316844701767, + 0.25547096133232117, + 0.027269108220934868 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.005952369887381792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909943699836731 + ], + "opposite_logprob_tokens": [ + -2.464099407196045 + ], + "logprob_reward": -0.08909943699836731, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909943699836731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39517688751220703, + 0.04212485998868942, + 0.04611124470829964, + 0.025891337543725967, + 0.045826785266399384, + 0.03912084922194481, + 0.03680729120969772, + 0.010581780225038528, + 0.31868740916252136, + 0.03967149183154106 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.08909943699836731 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on a weathered wooden park bench. An elderly couple sits on the bench, the soft golden light of the late afternoon sun filtering through the sparse branches, casting dappled shadows on them and the ground. The elderly man on the left has a face covered in deep wrinkles, each one a story carved by time. His thinning, short, silver-white hair sways gently in the breeze. He wears a dark blue, slightly worn crew-neck sweater. His eyes close slightly, and he exhales slowly, deeply, creating a fleeting puff of white mist in the cool autumn air. The gesture conveys a sense of relief yet a subtle hint of fatigue. Next to him, leaning completely relaxed on his shoulder, is his wife. She also has neatly combed silver hair and wears a beige knitted cardigan. Her cheek rests against his arm, her expression serene and tranquil, as if she's accustomed to this gesture. The background is a quiet path in the park, with the ground covered with golden fallen leaves. The main colors of the entire picture are warm gold and calm earth tones, creating a deep, peaceful and warm emotional atmosphere. Time seems to stand still at this moment.", + "seed": 31680, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_81_seed_31680_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09363592243753374, + "vlm_logprob": -0.09363592243753374, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.09363592243753374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43196427822113037 + ], + "opposite_logprob_tokens": [ + -1.0569642782211304 + ], + "logprob_reward": -0.43196427822113037, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43196427822113037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278156578540802, + 0.06524652987718582, + 0.15435898303985596, + 0.04087156802415848, + 0.196860209107399, + 0.08670418709516525, + 0.10721790790557861, + 0.026532864198088646, + 0.07279599457979202, + 0.021596044301986694 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.43196427822113037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655000288039446 + ], + "opposite_logprob_tokens": [ + -5.379654884338379 + ], + "logprob_reward": -0.004655000288039446, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655000288039446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2431059628725052, + 0.0726085901260376, + 0.17332839965820312, + 0.06126566231250763, + 0.1056356281042099, + 0.14759765565395355, + 0.06525922566652298, + 0.027213910594582558, + 0.062499742954969406, + 0.04148523882031441 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.004655000288039446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036210936959832907 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.0036210936959832907, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036210936959832907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13174746930599213, + 0.045483849942684174, + 0.14860990643501282, + 0.027619605883955956, + 0.1323746144771576, + 0.3209208548069, + 0.08983970433473587, + 0.03911000117659569, + 0.03761617839336395, + 0.026677804067730904 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.0036210936959832907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636608529835939 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636608529835939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636608529835939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17110927402973175, + 0.06780572235584259, + 0.16978682577610016, + 0.03327137976884842, + 0.08970222622156143, + 0.09126008301973343, + 0.225152388215065, + 0.062054481357336044, + 0.057835403829813004, + 0.03202215954661369 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.004636608529835939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302631452679634 + ], + "opposite_logprob_tokens": [ + -3.7733025550842285 + ], + "logprob_reward": -0.023302631452679634, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302631452679634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12248842418193817, + 0.028021467849612236, + 0.20252959430217743, + 0.023452794179320335, + 0.49027544260025024, + 0.07427365332841873, + 0.016663886606693268, + 0.017373984679579735, + 0.01878630928695202, + 0.006134482566267252 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.023302631452679634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on a weathered wooden park bench. An elderly couple sits on the bench, the soft golden light of the late afternoon sun filtering through the sparse branches, casting dappled shadows on them and the ground. The elderly man on the left has a face covered in deep wrinkles, each one a story carved by time. His thinning, short, silver-white hair sways gently in the breeze. He wears a dark blue, slightly worn crew-neck sweater. His eyes close slightly, and he exhales slowly, deeply, creating a fleeting puff of white mist in the cool autumn air. The gesture conveys a sense of relief yet a subtle hint of fatigue. Next to him, leaning completely relaxed on his shoulder, is his wife. She also has neatly combed silver hair and wears a beige knitted cardigan. Her cheek rests against his arm, her expression serene and tranquil, as if she's accustomed to this gesture. The background is a quiet path in the park, with the ground covered with golden fallen leaves. The main colors of the entire picture are warm gold and calm earth tones, creating a deep, peaceful and warm emotional atmosphere. Time seems to stand still at this moment.", + "seed": 31681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_8/index_81_seed_31681_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029704297706484795, + "vlm_logprob": -0.029704297706484795, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.029704297706484795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11588820070028305 + ], + "opposite_logprob_tokens": [ + -2.2408881187438965 + ], + "logprob_reward": -0.11588820070028305, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11588820070028305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10593562573194504, + 0.06675370037555695, + 0.22357426583766937, + 0.037582993507385254, + 0.03573998808860779, + 0.046861715614795685, + 0.1615482121706009, + 0.21743768453598022, + 0.03998713195323944, + 0.06457870453596115 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.11588820070028305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103625409305096 + ], + "opposite_logprob_tokens": [ + -4.511103630065918 + ], + "logprob_reward": -0.011103625409305096, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103625409305096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3072620630264282, + 0.11801500618457794, + 0.07238324731588364, + 0.053443919867277145, + 0.06822271645069122, + 0.03623030334711075, + 0.09067097306251526, + 0.1508265733718872, + 0.06301818042993546, + 0.03992706537246704 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.011103625409305096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07552215456962585, + 0.21474891901016235, + 0.4399860203266144, + 0.044487856328487396, + 0.03906727954745293, + 0.024463487789034843, + 0.04393323138356209, + 0.04504718631505966, + 0.04550812393426895, + 0.02723575010895729 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642058819532394 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642058819532394, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642058819532394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19114048779010773, + 0.23329800367355347, + 0.10529446601867676, + 0.06127806380391121, + 0.08365131914615631, + 0.02817830629646778, + 0.08915592730045319, + 0.11687211692333221, + 0.055873990058898926, + 0.03525731712579727 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.008642058819532394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot focused on a weathered wooden park bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are there two elderly people sitting on the bench, with the man on the left and the woman leaning on his shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue, slightly worn crew-neck sweater with silver-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a beige knitted cardigan with neatly combed silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a quiet park path with golden fallen leaves and soft golden late afternoon lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2825279235839844, + 0.03321285918354988, + 0.04367930069565773, + 0.05244097486138344, + 0.13460218906402588, + 0.08956142514944077, + 0.15880811214447021, + 0.08422042429447174, + 0.07982350140810013, + 0.041123323142528534 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.007630014326423407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_tensor([9556, 9556])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_tensor([9556, 9556])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb4c1ea87ec286055f63c53b61b4c527d182e66b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_tensor([9556, 9556])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a high-definition documentary style, static, slow-motion close-ups capture the raw power of nature with breathtaking clarity. The frame is filled with the dense clusters of red and green flowers of a pistachio tree, their intricate structures rendered in crisp detail against the soft-focus backdrop of a sunny orchard. When a sudden gust of wind blows, the branches flutter violently, and in a spectacular, explosive release, thick clouds of golden pollen erupt from the blossoms. The camera captures the cloud tumbling outward in ultra-slow motion, each microscopic particle catching the brilliant afternoon sunlight, creating a swirling, glowing nebula of life that gracefully floats across the frame. The otherwise raw, surreal image is momentarily disrupted by a brief, subtle screen flicker, adding a fleeting layer of digital texture that emphasizes the captured, almost surreal beauty of the moment and creates an atmosphere of scientific awe and ephemeral wonder.", + "seed": 20109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_9556_seed_20109_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1048692480660975, + "vlm_logprob": -0.1048692480660975, + "vlm_yes_no_margin": 3.575000011920929, + "vlm_token_credit": -0.1048692480660975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07175155729055405 + ], + "opposite_logprob_tokens": [ + -2.696751594543457 + ], + "logprob_reward": -0.07175155729055405, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07175155729055405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17292970418930054, + 0.04535326734185219, + 0.019051197916269302, + 0.49978846311569214, + 0.027837589383125305, + 0.017794335260987282, + 0.016066590324044228, + 0.03714066743850708, + 0.0831187292933464, + 0.08091947436332703 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.07175155729055405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052835592068731785 + ], + "opposite_logprob_tokens": [ + -5.255283355712891 + ], + "logprob_reward": -0.0052835592068731785, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052835592068731785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12956520915031433, + 0.07399538904428482, + 0.025691088289022446, + 0.4487506151199341, + 0.028937147930264473, + 0.017004655674099922, + 0.026597019284963608, + 0.02485382929444313, + 0.1562860757112503, + 0.06831900030374527 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0052835592068731785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979037955403328 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.00979037955403328, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979037955403328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06265760213136673, + 0.07385781407356262, + 0.12935711443424225, + 0.2838555574417114, + 0.05276791378855705, + 0.029940132051706314, + 0.03791827708482742, + 0.03608771413564682, + 0.193617045879364, + 0.09994087368249893 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.00979037955403328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864654965698719 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.00864654965698719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864654965698719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0766456127166748, + 0.07917975634336472, + 0.06400919705629349, + 0.4361911118030548, + 0.027753863483667374, + 0.02879302389919758, + 0.04676080495119095, + 0.044371820986270905, + 0.15651094913482666, + 0.039783816784620285 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.00864654965698719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288741946220398 + ], + "opposite_logprob_tokens": [ + -1.0538742542266846 + ], + "logprob_reward": -0.4288741946220398, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4288741946220398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03826720640063286, + 0.07625709474086761, + 0.0690435916185379, + 0.5235223770141602, + 0.06794261932373047, + 0.03411715850234032, + 0.04584256559610367, + 0.025028564035892487, + 0.07051598280668259, + 0.04946283623576164 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.4288741946220398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-definition documentary style, static, slow-motion close-ups capture the raw power of nature with breathtaking clarity. The frame is filled with the dense clusters of red and green flowers of a pistachio tree, their intricate structures rendered in crisp detail against the soft-focus backdrop of a sunny orchard. When a sudden gust of wind blows, the branches flutter violently, and in a spectacular, explosive release, thick clouds of golden pollen erupt from the blossoms. The camera captures the cloud tumbling outward in ultra-slow motion, each microscopic particle catching the brilliant afternoon sunlight, creating a swirling, glowing nebula of life that gracefully floats across the frame. The otherwise raw, surreal image is momentarily disrupted by a brief, subtle screen flicker, adding a fleeting layer of digital texture that emphasizes the captured, almost surreal beauty of the moment and creates an atmosphere of scientific awe and ephemeral wonder.", + "seed": 20110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_9556_seed_20110_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1514075337909162, + "vlm_logprob": -0.1514075337909162, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1514075337909162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2543511390686035 + ], + "opposite_logprob_tokens": [ + -1.5043511390686035 + ], + "logprob_reward": -0.2543511390686035, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2543511390686035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23718073964118958, + 0.12548628449440002, + 0.053588662296533585, + 0.0740026906132698, + 0.05610682815313339, + 0.017875507473945618, + 0.05563754960894585, + 0.029988709837198257, + 0.031118813902139664, + 0.31901419162750244 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2543511390686035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005287353415042162 + ], + "opposite_logprob_tokens": [ + -5.255287170410156 + ], + "logprob_reward": -0.005287353415042162, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005287353415042162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26446691155433655, + 0.09664957225322723, + 0.08124842494726181, + 0.1002778634428978, + 0.09030870348215103, + 0.031192520633339882, + 0.0936468094587326, + 0.04452725127339363, + 0.060983046889305115, + 0.1366988867521286 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.005287353415042162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281296730041504 + ], + "opposite_logprob_tokens": [ + -2.017812967300415 + ], + "logprob_reward": -0.14281296730041504, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281296730041504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11115876585245132, + 0.050607889890670776, + 0.13631409406661987, + 0.13583232462406158, + 0.04896320775151253, + 0.04687178507447243, + 0.1984064280986786, + 0.025883834809064865, + 0.02606552094221115, + 0.21989615261554718 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.14281296730041504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23854926228523254, + 0.06476190686225891, + 0.1754661649465561, + 0.13779793679714203, + 0.04742288216948509, + 0.04485850781202316, + 0.1585054099559784, + 0.0435962900519371, + 0.029561471194028854, + 0.05948013812303543 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862613677978516 + ], + "opposite_logprob_tokens": [ + -1.2236261367797852 + ], + "logprob_reward": -0.34862613677978516, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862613677978516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21775603294372559, + 0.09018033742904663, + 0.15458834171295166, + 0.14290204644203186, + 0.06530311703681946, + 0.07689788937568665, + 0.13468314707279205, + 0.03765927627682686, + 0.020306870341300964, + 0.0597228966653347 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.34862613677978516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-definition documentary style, static, slow-motion close-ups capture the raw power of nature with breathtaking clarity. The frame is filled with the dense clusters of red and green flowers of a pistachio tree, their intricate structures rendered in crisp detail against the soft-focus backdrop of a sunny orchard. When a sudden gust of wind blows, the branches flutter violently, and in a spectacular, explosive release, thick clouds of golden pollen erupt from the blossoms. The camera captures the cloud tumbling outward in ultra-slow motion, each microscopic particle catching the brilliant afternoon sunlight, creating a swirling, glowing nebula of life that gracefully floats across the frame. The otherwise raw, surreal image is momentarily disrupted by a brief, subtle screen flicker, adding a fleeting layer of digital texture that emphasizes the captured, almost surreal beauty of the moment and creates an atmosphere of scientific awe and ephemeral wonder.", + "seed": 20111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_9556_seed_20111_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13219491820782422, + "vlm_logprob": -0.13219491820782422, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.13219491820782422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09036348015069962 + ], + "opposite_logprob_tokens": [ + -2.4653635025024414 + ], + "logprob_reward": -0.09036348015069962, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09036348015069962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3675134778022766, + 0.17504015564918518, + 0.12277612090110779, + 0.028810448944568634, + 0.0783960148692131, + 0.09244393557310104, + 0.042541783303022385, + 0.05820123851299286, + 0.023896953091025352, + 0.01037987507879734 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.09036348015069962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373106196522713 + ], + "opposite_logprob_tokens": [ + -3.408730983734131 + ], + "logprob_reward": -0.03373106196522713, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373106196522713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38818031549453735, + 0.20847435295581818, + 0.12740552425384521, + 0.03297274187207222, + 0.061042122542858124, + 0.04383840039372444, + 0.017933635041117668, + 0.020881691947579384, + 0.04509121924638748, + 0.05418002977967262 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03373106196522713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955924745649099 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955924745649099, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955924745649099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14199990034103394, + 0.17756012082099915, + 0.06997117400169373, + 0.09516172111034393, + 0.15369993448257446, + 0.1486452966928482, + 0.06465177983045578, + 0.07956068962812424, + 0.029114527627825737, + 0.03963475301861763 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.005955924745649099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635337766259909 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635337766259909, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635337766259909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3500249683856964, + 0.1248181089758873, + 0.055083416402339935, + 0.07323747873306274, + 0.11959829926490784, + 0.07137564569711685, + 0.07029559463262558, + 0.04647161811590195, + 0.054693371057510376, + 0.03440144285559654 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007635337766259909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232887864112854 + ], + "opposite_logprob_tokens": [ + -0.8982887864112854 + ], + "logprob_reward": -0.5232887864112854, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232887864112854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14113084971904755, + 0.10238064080476761, + 0.06673070788383484, + 0.05111992359161377, + 0.32834741473197937, + 0.17107999324798584, + 0.04091630131006241, + 0.034452471882104874, + 0.044152673333883286, + 0.019689062610268593 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.5232887864112854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-definition documentary style, static, slow-motion close-ups capture the raw power of nature with breathtaking clarity. The frame is filled with the dense clusters of red and green flowers of a pistachio tree, their intricate structures rendered in crisp detail against the soft-focus backdrop of a sunny orchard. When a sudden gust of wind blows, the branches flutter violently, and in a spectacular, explosive release, thick clouds of golden pollen erupt from the blossoms. The camera captures the cloud tumbling outward in ultra-slow motion, each microscopic particle catching the brilliant afternoon sunlight, creating a swirling, glowing nebula of life that gracefully floats across the frame. The otherwise raw, surreal image is momentarily disrupted by a brief, subtle screen flicker, adding a fleeting layer of digital texture that emphasizes the captured, almost surreal beauty of the moment and creates an atmosphere of scientific awe and ephemeral wonder.", + "seed": 20112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000242/group_9/index_9556_seed_20112_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2520452675409615, + "vlm_logprob": -0.2520452675409615, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.2520452675409615, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6942590475082397 + ], + "opposite_logprob_tokens": [ + -0.6942590475082397 + ], + "logprob_reward": -0.6942590475082397, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6942590475082397, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31563326716423035, + 0.17502771317958832, + 0.056670308113098145, + 0.05699140951037407, + 0.028460457921028137, + 0.05147789418697357, + 0.05688314884901047, + 0.17523272335529327, + 0.022442789748311043, + 0.06118026375770569 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.6942590475082397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026391824707388878 + ], + "opposite_logprob_tokens": [ + -3.6513917446136475 + ], + "logprob_reward": -0.026391824707388878, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026391824707388878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06542041897773743, + 0.059692904353141785, + 0.7432215213775635, + 0.013904910534620285, + 0.0074861361645162106, + 0.005632980260998011, + 0.013876833952963352, + 0.06212623789906502, + 0.0056709530763328075, + 0.022967198863625526 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.026391824707388878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650095202028751 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650095202028751, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650095202028751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1946195662021637, + 0.14986999332904816, + 0.12821125984191895, + 0.10341892391443253, + 0.04028691351413727, + 0.04458451271057129, + 0.06990709900856018, + 0.13372214138507843, + 0.039665017277002335, + 0.09571454674005508 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.008650095202028751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636047434061766 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636047434061766, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636047434061766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13493941724300385, + 0.087530218064785, + 0.33901047706604004, + 0.030981013551354408, + 0.030601827427744865, + 0.04137179255485535, + 0.07774654775857925, + 0.18484066426753998, + 0.023459404706954956, + 0.04951861500740051 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.007636047434061766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects dense clusters of red and green flowers from a pistachio tree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a soft-focus sunny orchard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thick clouds of golden pollen erupt from the blossoms due to a gust of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the pollen cloud shown tumbling outward in ultra-slow motion with particles catching sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a brief, subtle screen flicker visible in the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232893228530884 + ], + "opposite_logprob_tokens": [ + -0.8982893228530884 + ], + "logprob_reward": -0.5232893228530884, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232893228530884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08729785680770874, + 0.04732946678996086, + 0.34126973152160645, + 0.032149333506822586, + 0.05304873362183571, + 0.05714752525091171, + 0.0789267048239708, + 0.21070168912410736, + 0.051784634590148926, + 0.04034431278705597 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.5232893228530884 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_tensor([8757, 8757])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_tensor([8757, 8757])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5f34288d30be3c4579592f32cb510004f7ff81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_tensor([8757, 8757])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static shot captures a small songbird in stunning, ultra-detailed focus, its body tilted slightly toward the camera. Its breast is a vibrant lemon yellow, its downy feathers so fine that individual barbs are clearly visible, contrasting strikingly with the smooth, mossy green plumage covering its back and wings. The bird perches gracefully on a slender, dew-covered branch, its tiny black talons firmly wrapped around the damp bark, each glistening drop of dew like a miniature crystal, refracting the early morning light. The background melts into a soft, creamy bokeh of foliage, a tapestry of gentle greens and earthy browns. While its body remains largely still, its tail powerfully bobs up and down in a rapid, rhythmic motion. This subtle movement allows the soft golden sunlight to capture the intricate, layered texture of its feathers, creating a shimmering, almost iridescent cascade of light that flows along its form. The entire scene is bathed in warm, gentle dawn light, creating an atmosphere of tranquility and intimacy, completely focused on this small yet vibrant being.", + "seed": 31171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_8757_seed_31171_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19276461154222488, + "vlm_logprob": -0.19276461154222488, + "vlm_yes_no_margin": 2.299999976158142, + "vlm_token_credit": -0.19276461154222488, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029507964849472046 + ], + "opposite_logprob_tokens": [ + -3.654507875442505 + ], + "logprob_reward": -0.029507964849472046, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029507964849472046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15945126116275787, + 0.05015134811401367, + 0.07557763159275055, + 0.04278964921832085, + 0.08988792449235916, + 0.08514698594808578, + 0.08392428606748581, + 0.05516398698091507, + 0.18693839013576508, + 0.17096851766109467 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.029507964849472046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054991304874420166 + ], + "opposite_logprob_tokens": [ + -2.9299912452697754 + ], + "logprob_reward": -0.054991304874420166, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054991304874420166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0609210841357708, + 0.016937201842665672, + 0.04192798212170601, + 0.008008616045117378, + 0.013605820015072823, + 0.021030038595199585, + 0.013084346428513527, + 0.021841462701559067, + 0.16135792434215546, + 0.6412855982780457 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.054991304874420166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307607561349869 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.04307607561349869, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307607561349869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10214382410049438, + 0.03680206090211868, + 0.11984521150588989, + 0.01531232614070177, + 0.03538384288549423, + 0.02679631859064102, + 0.04253913834691048, + 0.035521186888217926, + 0.030249368399381638, + 0.5554067492485046 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.04307607561349869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283642172813416 + ], + "opposite_logprob_tokens": [ + -2.017836332321167 + ], + "logprob_reward": -0.14283642172813416, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283642172813416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14515571296215057, + 0.027821723371744156, + 0.1057778000831604, + 0.0230217557400465, + 0.05276268348097801, + 0.10261524468660355, + 0.07602965831756592, + 0.04303569346666336, + 0.04811318963766098, + 0.3756665289402008 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.14283642172813416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934112906455994 + ], + "opposite_logprob_tokens": [ + -0.6934112906455994 + ], + "logprob_reward": -0.6934112906455994, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934112906455994, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.091658815741539, + 0.04496745392680168, + 0.17394840717315674, + 0.09053993225097656, + 0.03554249182343483, + 0.04141275957226753, + 0.022766193374991417, + 0.033368069678545, + 0.35313165187835693, + 0.11266414821147919 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.6934112906455994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extremely close-up, static shot captures a small songbird in stunning, ultra-detailed focus, its body tilted slightly toward the camera. Its breast is a vibrant lemon yellow, its downy feathers so fine that individual barbs are clearly visible, contrasting strikingly with the smooth, mossy green plumage covering its back and wings. The bird perches gracefully on a slender, dew-covered branch, its tiny black talons firmly wrapped around the damp bark, each glistening drop of dew like a miniature crystal, refracting the early morning light. The background melts into a soft, creamy bokeh of foliage, a tapestry of gentle greens and earthy browns. While its body remains largely still, its tail powerfully bobs up and down in a rapid, rhythmic motion. This subtle movement allows the soft golden sunlight to capture the intricate, layered texture of its feathers, creating a shimmering, almost iridescent cascade of light that flows along its form. The entire scene is bathed in warm, gentle dawn light, creating an atmosphere of tranquility and intimacy, completely focused on this small yet vibrant being.", + "seed": 31172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_8757_seed_31172_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17022669240832328, + "vlm_logprob": -0.17022669240832328, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.17022669240832328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06780541688203812 + ], + "opposite_logprob_tokens": [ + -2.817805528640747 + ], + "logprob_reward": -0.06780541688203812, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06780541688203812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12352045625448227, + 0.06594765931367874, + 0.31173887848854065, + 0.103444904088974, + 0.054146382957696915, + 0.060545191168785095, + 0.1797824203968048, + 0.0421481616795063, + 0.039043791592121124, + 0.019682100042700768 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.06780541688203812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209366023540497 + ], + "opposite_logprob_tokens": [ + -2.812093734741211 + ], + "logprob_reward": -0.06209366023540497, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209366023540497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12376650422811508, + 0.049938589334487915, + 0.08779800683259964, + 0.13644622266292572, + 0.07905499637126923, + 0.24126388132572174, + 0.0934208333492279, + 0.05604615435004234, + 0.04316631332039833, + 0.0890984758734703 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.06209366023540497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054987017065286636 + ], + "opposite_logprob_tokens": [ + -2.9299869537353516 + ], + "logprob_reward": -0.054987017065286636, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054987017065286636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10903535783290863, + 0.03931046649813652, + 0.15350928902626038, + 0.16655279695987701, + 0.0935523509979248, + 0.1555347442626953, + 0.1540384739637375, + 0.021741200238466263, + 0.02190401405096054, + 0.08482135832309723 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.054987017065286636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287114143371582 + ], + "opposite_logprob_tokens": [ + -2.017871141433716 + ], + "logprob_reward": -0.14287114143371582, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287114143371582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27124127745628357, + 0.15838918089866638, + 0.0644669234752655, + 0.05603063479065895, + 0.1076083704829216, + 0.04489362984895706, + 0.06886754930019379, + 0.08641134202480316, + 0.06520748138427734, + 0.07688363641500473 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.14287114143371582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233762264251709 + ], + "opposite_logprob_tokens": [ + -0.8983762264251709 + ], + "logprob_reward": -0.5233762264251709, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233762264251709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1449718475341797, + 0.05321284383535385, + 0.21169327199459076, + 0.15058651566505432, + 0.07998579740524292, + 0.061096061021089554, + 0.07651705294847488, + 0.039228372275829315, + 0.05217942222952843, + 0.1305287778377533 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.5233762264251709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot captures a small songbird in stunning, ultra-detailed focus, its body tilted slightly toward the camera. Its breast is a vibrant lemon yellow, its downy feathers so fine that individual barbs are clearly visible, contrasting strikingly with the smooth, mossy green plumage covering its back and wings. The bird perches gracefully on a slender, dew-covered branch, its tiny black talons firmly wrapped around the damp bark, each glistening drop of dew like a miniature crystal, refracting the early morning light. The background melts into a soft, creamy bokeh of foliage, a tapestry of gentle greens and earthy browns. While its body remains largely still, its tail powerfully bobs up and down in a rapid, rhythmic motion. This subtle movement allows the soft golden sunlight to capture the intricate, layered texture of its feathers, creating a shimmering, almost iridescent cascade of light that flows along its form. The entire scene is bathed in warm, gentle dawn light, creating an atmosphere of tranquility and intimacy, completely focused on this small yet vibrant being.", + "seed": 31173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_8757_seed_31173_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1944938138127327, + "vlm_logprob": -0.1944938138127327, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.1944938138127327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029513519257307053 + ], + "opposite_logprob_tokens": [ + -3.6545135974884033 + ], + "logprob_reward": -0.029513519257307053, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029513519257307053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12567748129367828, + 0.039864785969257355, + 0.3658372759819031, + 0.17925159633159637, + 0.06106306612491608, + 0.031224770471453667, + 0.1047658696770668, + 0.04731747880578041, + 0.023726606741547585, + 0.021271033212542534 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.029513519257307053 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903515547513962 + ], + "opposite_logprob_tokens": [ + -2.5790350437164307 + ], + "logprob_reward": -0.07903515547513962, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903515547513962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12711043655872345, + 0.054955869913101196, + 0.3884690999984741, + 0.07555443048477173, + 0.11736191809177399, + 0.03302028775215149, + 0.01878168433904648, + 0.04889596253633499, + 0.02040422521531582, + 0.1154460683465004 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.07903515547513962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207427754998207 + ], + "opposite_logprob_tokens": [ + -2.8120741844177246 + ], + "logprob_reward": -0.06207427754998207, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207427754998207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13215215504169464, + 0.13189008831977844, + 0.301129013299942, + 0.2225564867258072, + 0.0333864763379097, + 0.02622215822339058, + 0.02675381675362587, + 0.04173310101032257, + 0.01735701784491539, + 0.0668196901679039 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.06207427754998207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564229369163513 + ], + "opposite_logprob_tokens": [ + -1.6006423234939575 + ], + "logprob_reward": -0.22564229369163513, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564229369163513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.128518745303154, + 0.04290786013007164, + 0.1889123022556305, + 0.1054595559835434, + 0.1705024540424347, + 0.06706232577562332, + 0.038968753069639206, + 0.0522192046046257, + 0.01829429902136326, + 0.18715451657772064 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.22564229369163513 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762038230895996 + ], + "opposite_logprob_tokens": [ + -0.8262038230895996 + ], + "logprob_reward": -0.5762038230895996, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762038230895996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06574343889951706, + 0.03859527409076691, + 0.4251239001750946, + 0.24444684386253357, + 0.04139154404401779, + 0.03242668882012367, + 0.04816132038831711, + 0.015180088579654694, + 0.027587834745645523, + 0.061343125998973846 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.5762038230895996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot captures a small songbird in stunning, ultra-detailed focus, its body tilted slightly toward the camera. Its breast is a vibrant lemon yellow, its downy feathers so fine that individual barbs are clearly visible, contrasting strikingly with the smooth, mossy green plumage covering its back and wings. The bird perches gracefully on a slender, dew-covered branch, its tiny black talons firmly wrapped around the damp bark, each glistening drop of dew like a miniature crystal, refracting the early morning light. The background melts into a soft, creamy bokeh of foliage, a tapestry of gentle greens and earthy browns. While its body remains largely still, its tail powerfully bobs up and down in a rapid, rhythmic motion. This subtle movement allows the soft golden sunlight to capture the intricate, layered texture of its feathers, creating a shimmering, almost iridescent cascade of light that flows along its form. The entire scene is bathed in warm, gentle dawn light, creating an atmosphere of tranquility and intimacy, completely focused on this small yet vibrant being.", + "seed": 31174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_0/index_8757_seed_31174_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20907967239618303, + "vlm_logprob": -0.20907967239618303, + "vlm_yes_no_margin": 2.174999976158142, + "vlm_token_credit": -0.20907967239618303, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021371200680732727 + ], + "opposite_logprob_tokens": [ + -4.021371364593506 + ], + "logprob_reward": -0.021371200680732727, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021371200680732727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16903255879878998, + 0.08218862861394882, + 0.051954202353954315, + 0.05849650502204895, + 0.28905487060546875, + 0.05697760358452797, + 0.08927111327648163, + 0.05271663889288902, + 0.1082153245806694, + 0.042092565447092056 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.021371200680732727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710149586200714 + ], + "opposite_logprob_tokens": [ + -2.127101421356201 + ], + "logprob_reward": -0.12710149586200714, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710149586200714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09440694004297256, + 0.08606161922216415, + 0.048382677137851715, + 0.055961333215236664, + 0.29406440258026123, + 0.03281589597463608, + 0.024131720885634422, + 0.3344815969467163, + 0.014496824704110622, + 0.015196921303868294 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.12710149586200714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085552752017975 + ], + "opposite_logprob_tokens": [ + -3.1680855751037598 + ], + "logprob_reward": -0.043085552752017975, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085552752017975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2397521734237671, + 0.05703050270676613, + 0.030190806835889816, + 0.05080294609069824, + 0.32729005813598633, + 0.0479847751557827, + 0.031021278351545334, + 0.18408653140068054, + 0.01594426855444908, + 0.015896698459982872 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.043085552752017975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040688753128052 + ], + "opposite_logprob_tokens": [ + -1.9104068279266357 + ], + "logprob_reward": -0.16040688753128052, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040688753128052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25989866256713867, + 0.13924585282802582, + 0.11155278235673904, + 0.0739150196313858, + 0.06777844578027725, + 0.1246352568268776, + 0.034123342484235764, + 0.06251850724220276, + 0.07347248494625092, + 0.05285961180925369 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.16040688753128052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static view of a small songbird?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's breast a vibrant lemon yellow with visible downy feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's back and wings covered in smooth, mossy green plumage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bird perched on a slender, dew-covered branch with glistening drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bird's tail bob up and down in a rapid, rhythmic motion while the body remains still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934332251548767 + ], + "opposite_logprob_tokens": [ + -0.6934332251548767 + ], + "logprob_reward": -0.6934332251548767, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934332251548767, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14459194242954254, + 0.052410807460546494, + 0.05587894842028618, + 0.06990132480859756, + 0.16301605105400085, + 0.12276215106248856, + 0.11678772419691086, + 0.07550547271966934, + 0.04226211830973625, + 0.15688347816467285 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.6934332251548767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_tensor([5177, 5177])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_tensor([5177, 5177])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9376103b8e142f497e5ce14e8ae8e2ac26770ae4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_tensor([5177, 5177])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, aerial view captures the profound minimalism of the empty stage, illuminated by a single, harsh, perfectly circular spotlight directly above. The intense, cool white light bathes the highly polished dark mahogany floor, revealing its deep grain while casting the rest of the theater into an abyss of absolute black. At the precise center of this aura, the performers lie in a completely prone position, their bodies perfectly flat, aligned with the floor. Encased in simple, matte black, form-fitting bodysuits that absorb the light, their forms are both distinct and partially blend into the dark wood. Their arms are extended forward, palms flat on the floor, their faces hidden, pressed against the stage in an act of utter surrender or reverence. The harsh overhead lighting carves their silhouettes into the reflected darkness of the floor, creating a powerful, dramatic image of fragility and strength. The absolute stillness of the performers' bodies becomes the central, captivating action, maintaining the scene in a state of solemn, dramatic tension.", + "seed": 16217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_5177_seed_16217_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.38793356716632843, + "vlm_logprob": -0.38793356716632843, + "vlm_yes_no_margin": 1.6750000238418579, + "vlm_token_credit": -0.38793356716632843, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02649770677089691 + ], + "opposite_logprob_tokens": [ + -3.9014976024627686 + ], + "logprob_reward": -0.02649770677089691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02649770677089691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.273257315158844, + 0.08974235504865646, + 0.0678323283791542, + 0.09139585494995117, + 0.09711702913045883, + 0.051090389490127563, + 0.07258231937885284, + 0.080292709171772, + 0.12962883710861206, + 0.047060877084732056 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.02649770677089691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038146182894706726 + ], + "opposite_logprob_tokens": [ + -3.2881462574005127 + ], + "logprob_reward": -0.038146182894706726, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038146182894706726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19831612706184387, + 0.20191071927547455, + 0.06424231082201004, + 0.0528947152197361, + 0.15175803005695343, + 0.01995391957461834, + 0.05481430143117905, + 0.0944012776017189, + 0.07523074001073837, + 0.08647781610488892 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.038146182894706726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578503489494324 + ], + "opposite_logprob_tokens": [ + -0.6328503489494324 + ], + "logprob_reward": -0.7578503489494324, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578503489494324, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3415559232234955, + 0.10570884495973587, + 0.09399116784334183, + 0.06279050558805466, + 0.08222257345914841, + 0.08520650863647461, + 0.050432752817869186, + 0.05301133170723915, + 0.0700308308005333, + 0.055049553513526917 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.7578503489494324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286081492900848 + ], + "opposite_logprob_tokens": [ + -2.0178608894348145 + ], + "logprob_reward": -0.14286081492900848, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14286081492900848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3901800215244293, + 0.11659687012434006, + 0.11103494465351105, + 0.05224788188934326, + 0.07589183002710342, + 0.059485167264938354, + 0.0805232971906662, + 0.05472889915108681, + 0.026182658970355988, + 0.03312833979725838 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14286081492900848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743127822875977 + ], + "opposite_logprob_tokens": [ + -0.47431278228759766 + ], + "logprob_reward": -0.9743127822875977, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743127822875977, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17274799942970276, + 0.058662090450525284, + 0.06405229866504669, + 0.08944474160671234, + 0.22812828421592712, + 0.10889267176389694, + 0.03555585443973541, + 0.07349683344364166, + 0.1177394688129425, + 0.05127975717186928 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.9743127822875977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, aerial view captures the profound minimalism of the empty stage, illuminated by a single, harsh, perfectly circular spotlight directly above. The intense, cool white light bathes the highly polished dark mahogany floor, revealing its deep grain while casting the rest of the theater into an abyss of absolute black. At the precise center of this aura, the performers lie in a completely prone position, their bodies perfectly flat, aligned with the floor. Encased in simple, matte black, form-fitting bodysuits that absorb the light, their forms are both distinct and partially blend into the dark wood. Their arms are extended forward, palms flat on the floor, their faces hidden, pressed against the stage in an act of utter surrender or reverence. The harsh overhead lighting carves their silhouettes into the reflected darkness of the floor, creating a powerful, dramatic image of fragility and strength. The absolute stillness of the performers' bodies becomes the central, captivating action, maintaining the scene in a state of solemn, dramatic tension.", + "seed": 16218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_5177_seed_16218_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.49563876539468765, + "vlm_logprob": -0.49563876539468765, + "vlm_yes_no_margin": 1.175, + "vlm_token_credit": -0.49563876539468765, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16929174959659576 + ], + "opposite_logprob_tokens": [ + -1.9192917346954346 + ], + "logprob_reward": -0.16929174959659576, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16929174959659576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21629175543785095, + 0.09220631420612335, + 0.04351929575204849, + 0.09485122561454773, + 0.04870116338133812, + 0.053204260766506195, + 0.06357807666063309, + 0.08219525218009949, + 0.19282934069633484, + 0.11262336373329163 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.16929174959659576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026387877762317657 + ], + "opposite_logprob_tokens": [ + -3.651387929916382 + ], + "logprob_reward": -0.026387877762317657, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026387877762317657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29887205362319946, + 0.23028039932250977, + 0.04699061065912247, + 0.056845828890800476, + 0.049625709652900696, + 0.07803761214017868, + 0.05570688843727112, + 0.059978339821100235, + 0.05534161627292633, + 0.06832089275121689 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.026387877762317657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983957171440125 + ], + "opposite_logprob_tokens": [ + -0.5233957171440125 + ], + "logprob_reward": -0.8983957171440125, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983957171440125, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2622937560081482, + 0.10189592093229294, + 0.07718562334775925, + 0.04698806256055832, + 0.05635825917124748, + 0.09318910539150238, + 0.11327577382326126, + 0.11167806386947632, + 0.07212869077920914, + 0.0650068148970604 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.8983957171440125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16043440997600555 + ], + "opposite_logprob_tokens": [ + -1.910434365272522 + ], + "logprob_reward": -0.16043440997600555, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16043440997600555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23185865581035614, + 0.07123821973800659, + 0.03880591318011284, + 0.04389764741063118, + 0.09332778304815292, + 0.19275245070457458, + 0.08666165918111801, + 0.1091231107711792, + 0.06487726420164108, + 0.06745727360248566 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.16043440997600555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236840724945068 + ], + "opposite_logprob_tokens": [ + -0.34868407249450684 + ], + "logprob_reward": -1.2236840724945068, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236840724945068, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0846901684999466, + 0.09871578961610794, + 0.045353516936302185, + 0.06835459917783737, + 0.08305571973323822, + 0.2585817873477936, + 0.08632804453372955, + 0.09918153285980225, + 0.13845273852348328, + 0.03728608787059784 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -1.2236840724945068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, aerial view captures the profound minimalism of the empty stage, illuminated by a single, harsh, perfectly circular spotlight directly above. The intense, cool white light bathes the highly polished dark mahogany floor, revealing its deep grain while casting the rest of the theater into an abyss of absolute black. At the precise center of this aura, the performers lie in a completely prone position, their bodies perfectly flat, aligned with the floor. Encased in simple, matte black, form-fitting bodysuits that absorb the light, their forms are both distinct and partially blend into the dark wood. Their arms are extended forward, palms flat on the floor, their faces hidden, pressed against the stage in an act of utter surrender or reverence. The harsh overhead lighting carves their silhouettes into the reflected darkness of the floor, creating a powerful, dramatic image of fragility and strength. The absolute stillness of the performers' bodies becomes the central, captivating action, maintaining the scene in a state of solemn, dramatic tension.", + "seed": 16219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_5177_seed_16219_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5572418931871652, + "vlm_logprob": -0.5572418931871652, + "vlm_yes_no_margin": 1.1, + "vlm_token_credit": -0.5572418931871652, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26417091488838196 + ], + "opposite_logprob_tokens": [ + -1.5141708850860596 + ], + "logprob_reward": -0.26417091488838196, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26417091488838196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.178999125957489, + 0.06634943932294846, + 0.05269637331366539, + 0.06516753137111664, + 0.21753837168216705, + 0.08140373975038528, + 0.07971575856208801, + 0.08227278292179108, + 0.05465056747198105, + 0.12120627611875534 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.26417091488838196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020628200843930244 + ], + "opposite_logprob_tokens": [ + -3.8956282138824463 + ], + "logprob_reward": -0.020628200843930244, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020628200843930244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.173972487449646, + 0.10244438052177429, + 0.17400215566158295, + 0.03868299350142479, + 0.1792464256286621, + 0.054744236171245575, + 0.05185588076710701, + 0.0781291201710701, + 0.046921275556087494, + 0.10000104457139969 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.020628200843930244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7579191327095032 + ], + "opposite_logprob_tokens": [ + -0.6329191327095032 + ], + "logprob_reward": -0.7579191327095032, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7579191327095032, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19949105381965637, + 0.05021892115473747, + 0.059170469641685486, + 0.09447932988405228, + 0.18825013935565948, + 0.046800460666418076, + 0.038782183080911636, + 0.07001261413097382, + 0.06600689142942429, + 0.18678800761699677 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.7579191327095032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428723782300949 + ], + "opposite_logprob_tokens": [ + -2.0178723335266113 + ], + "logprob_reward": -0.1428723782300949, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428723782300949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532776653766632, + 0.06560815125703812, + 0.07081455737352371, + 0.044311415404081345, + 0.16863654553890228, + 0.09352324157953262, + 0.06837044656276703, + 0.06052884832024574, + 0.09924145042896271, + 0.17568764090538025 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.1428723782300949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.600618839263916 + ], + "opposite_logprob_tokens": [ + -0.2256188988685608 + ], + "logprob_reward": -1.600618839263916, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.600618839263916, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10036877542734146, + 0.06677990406751633, + 0.09055203199386597, + 0.04781751334667206, + 0.07366449385881424, + 0.08272887021303177, + 0.07848801463842392, + 0.052170079201459885, + 0.02223414182662964, + 0.38519617915153503 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -1.600618839263916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, high-angle, aerial view captures the profound minimalism of the empty stage, illuminated by a single, harsh, perfectly circular spotlight directly above. The intense, cool white light bathes the highly polished dark mahogany floor, revealing its deep grain while casting the rest of the theater into an abyss of absolute black. At the precise center of this aura, the performers lie in a completely prone position, their bodies perfectly flat, aligned with the floor. Encased in simple, matte black, form-fitting bodysuits that absorb the light, their forms are both distinct and partially blend into the dark wood. Their arms are extended forward, palms flat on the floor, their faces hidden, pressed against the stage in an act of utter surrender or reverence. The harsh overhead lighting carves their silhouettes into the reflected darkness of the floor, creating a powerful, dramatic image of fragility and strength. The absolute stillness of the performers' bodies becomes the central, captivating action, maintaining the scene in a state of solemn, dramatic tension.", + "seed": 16220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_1/index_5177_seed_16220_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.30947660431265833, + "vlm_logprob": -0.30947660431265833, + "vlm_yes_no_margin": 1.6249999940395354, + "vlm_token_credit": -0.30947660431265833, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10842591524124146 + ], + "opposite_logprob_tokens": [ + -2.3584258556365967 + ], + "logprob_reward": -0.10842591524124146, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10842591524124146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22557559609413147, + 0.10944997519254684, + 0.1378442943096161, + 0.06950673460960388, + 0.1153644323348999, + 0.05912849307060242, + 0.0933251902461052, + 0.03905191645026207, + 0.12010897696018219, + 0.03064432553946972 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10842591524124146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815031424164772 + ], + "opposite_logprob_tokens": [ + -3.2881503105163574 + ], + "logprob_reward": -0.03815031424164772, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815031424164772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20824755728244781, + 0.24610170722007751, + 0.2652996778488159, + 0.04326189309358597, + 0.06200798228383064, + 0.03241131082177162, + 0.06362586468458176, + 0.027222972363233566, + 0.022245898842811584, + 0.02957509644329548 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03815031424164772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350022554397583 + ], + "opposite_logprob_tokens": [ + -1.313500165939331 + ], + "logprob_reward": -0.31350022554397583, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31350022554397583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26400718092918396, + 0.10347598046064377, + 0.2101488709449768, + 0.08062251657247543, + 0.05273726209998131, + 0.055732205510139465, + 0.06358679383993149, + 0.07837408781051636, + 0.03399123623967171, + 0.05732390284538269 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.31350022554397583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298877745866776 + ], + "opposite_logprob_tokens": [ + -2.2379887104034424 + ], + "logprob_reward": -0.11298877745866776, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298877745866776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2079738974571228, + 0.15682433545589447, + 0.1234498992562294, + 0.08550603687763214, + 0.05473668873310089, + 0.05111159011721611, + 0.18702252209186554, + 0.05060777813196182, + 0.022687090560793877, + 0.0600801557302475 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.11298877745866776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a single harsh perfectly circular spotlight directly above illuminating the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the performers lying in a completely prone position with arms extended forward and palms flat on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the performers wearing simple matte black form-fitting bodysuits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by absolute stillness with no visible movement from the performers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743177890777588 + ], + "opposite_logprob_tokens": [ + -0.4743178188800812 + ], + "logprob_reward": -0.9743177890777588, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9743177890777588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10411909222602844, + 0.13156892359256744, + 0.28999340534210205, + 0.06743188202381134, + 0.0704704076051712, + 0.05895307660102844, + 0.06313701719045639, + 0.058242782950401306, + 0.07523728162050247, + 0.0808461382985115 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.9743177890777588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_tensor([7518, 7518])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_tensor([7518, 7518])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..716f6141acd4cbc13bc91afebdcbd371745ba0c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_tensor([7518, 7518])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle shot pans slowly from left to right, capturing a panoramic, almost orchestral perspective of Times Square at night. Below, a dense, winding river of iconic yellow taxis flows slowly and sinuously through the artificial canyon formed by towering skyscrapers. The glossy yellow paint of each cab catches and reflects a chaotic cacophony of light, their individual headlights and red taillights blurring into a continuous streak of white and crimson. On the crowded sidewalk, a diverse and boisterous crowd stands shoulder to shoulder, their collective gaze turned upward in shared awe. Their faces are a mosaic of wonder and excitement, illuminated from below by the dazzling, ever-shifting glow of massive digital billboards wrapped around the surrounding buildings. These massive screens are filled with vibrant, non-specific advertisements and abstract color patterns, bathing the entire scene in a palette of supersaturated, vibrant blues, vibrant fuchsias, and pure white. Recent rains have left the asphalt shimmering, creating a perfect mirror for this riot of color and light, doubling the spectacle and creating an overwhelming atmosphere of vibrant, pulsating urban energy.", + "seed": 12753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_7518_seed_12753_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.055125161469914016, + "vlm_logprob": -0.055125161469914016, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.055125161469914016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03440093249082565 + ], + "opposite_logprob_tokens": [ + -3.4094009399414062 + ], + "logprob_reward": -0.03440093249082565, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03440093249082565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25338056683540344, + 0.2688813805580139, + 0.04432166367769241, + 0.04862764850258827, + 0.03527840971946716, + 0.05882684141397476, + 0.13507728278636932, + 0.04145379364490509, + 0.06210656091570854, + 0.05204594135284424 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03440093249082565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798662543296814 + ], + "opposite_logprob_tokens": [ + -1.8048663139343262 + ], + "logprob_reward": -0.1798662543296814, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798662543296814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521608680486679, + 0.104185551404953, + 0.05379500985145569, + 0.05219252035021782, + 0.05766734108328819, + 0.2533794343471527, + 0.08988726139068604, + 0.09265624731779099, + 0.0904795303940773, + 0.05359625816345215 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.1798662543296814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345962658524513 + ], + "opposite_logprob_tokens": [ + -3.65134596824646 + ], + "logprob_reward": -0.026345962658524513, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345962658524513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24979566037654877, + 0.3007669150829315, + 0.07907415926456451, + 0.03508858010172844, + 0.03918347880244255, + 0.07820411771535873, + 0.02116401307284832, + 0.020214984193444252, + 0.05139321833848953, + 0.12511485815048218 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.026345962658524513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334729720838368 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.001334729720838368, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334729720838368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3607732653617859, + 0.08440883457660675, + 0.04736104980111122, + 0.1138010323047638, + 0.0754460021853447, + 0.03160317614674568, + 0.04240748658776283, + 0.0553714819252491, + 0.05626753717660904, + 0.1325601488351822 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.001334729720838368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033677928149700165 + ], + "opposite_logprob_tokens": [ + -3.408677816390991 + ], + "logprob_reward": -0.033677928149700165, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033677928149700165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3524782061576843, + 0.18072009086608887, + 0.04304840415716171, + 0.07779563963413239, + 0.03773336485028267, + 0.07214480638504028, + 0.03844146057963371, + 0.031075334176421165, + 0.026116248220205307, + 0.14044642448425293 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.033677928149700165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot pans slowly from left to right, capturing a panoramic, almost orchestral perspective of Times Square at night. Below, a dense, winding river of iconic yellow taxis flows slowly and sinuously through the artificial canyon formed by towering skyscrapers. The glossy yellow paint of each cab catches and reflects a chaotic cacophony of light, their individual headlights and red taillights blurring into a continuous streak of white and crimson. On the crowded sidewalk, a diverse and boisterous crowd stands shoulder to shoulder, their collective gaze turned upward in shared awe. Their faces are a mosaic of wonder and excitement, illuminated from below by the dazzling, ever-shifting glow of massive digital billboards wrapped around the surrounding buildings. These massive screens are filled with vibrant, non-specific advertisements and abstract color patterns, bathing the entire scene in a palette of supersaturated, vibrant blues, vibrant fuchsias, and pure white. Recent rains have left the asphalt shimmering, creating a perfect mirror for this riot of color and light, doubling the spectacle and creating an overwhelming atmosphere of vibrant, pulsating urban energy.", + "seed": 12754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_7518_seed_12754_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07954787600319832, + "vlm_logprob": -0.07954787600319832, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.07954787600319832, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10141520202159882 + ], + "opposite_logprob_tokens": [ + -2.3514151573181152 + ], + "logprob_reward": -0.10141520202159882, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10141520202159882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28954389691352844, + 0.05944644287228584, + 0.05385079234838486, + 0.048441946506500244, + 0.10754494369029999, + 0.07144245505332947, + 0.05038360506296158, + 0.029239404946565628, + 0.044382572174072266, + 0.2457239031791687 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10141520202159882 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207987427711487 + ], + "opposite_logprob_tokens": [ + -1.5020798444747925 + ], + "logprob_reward": -0.25207987427711487, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207987427711487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09939175844192505, + 0.020702436566352844, + 0.03485063463449478, + 0.02760479412972927, + 0.029963064938783646, + 0.19837340712547302, + 0.5344008803367615, + 0.01039622351527214, + 0.029758285731077194, + 0.01455848477780819 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.25207987427711487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642778541892767 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004642778541892767, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642778541892767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24187418818473816, + 0.020060155540704727, + 0.027035517618060112, + 0.07088540494441986, + 0.031200556084513664, + 0.17240993678569794, + 0.18415360152721405, + 0.021641217172145844, + 0.03786109760403633, + 0.1928783506155014 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.004642778541892767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11310199648141861, + 0.07657009363174438, + 0.06871076673269272, + 0.10320818424224854, + 0.045572344213724136, + 0.12404175847768784, + 0.3676983118057251, + 0.011663537472486496, + 0.025825686752796173, + 0.06360733509063721 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.0015132891712710261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808823600411415 + ], + "opposite_logprob_tokens": [ + -3.288088321685791 + ], + "logprob_reward": -0.03808823600411415, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808823600411415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0877859890460968, + 0.043541230261325836, + 0.037414733320474625, + 0.29939162731170654, + 0.04142651706933975, + 0.1099483072757721, + 0.26229551434516907, + 0.011626862920820713, + 0.05008789896965027, + 0.05648132786154747 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.03808823600411415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot pans slowly from left to right, capturing a panoramic, almost orchestral perspective of Times Square at night. Below, a dense, winding river of iconic yellow taxis flows slowly and sinuously through the artificial canyon formed by towering skyscrapers. The glossy yellow paint of each cab catches and reflects a chaotic cacophony of light, their individual headlights and red taillights blurring into a continuous streak of white and crimson. On the crowded sidewalk, a diverse and boisterous crowd stands shoulder to shoulder, their collective gaze turned upward in shared awe. Their faces are a mosaic of wonder and excitement, illuminated from below by the dazzling, ever-shifting glow of massive digital billboards wrapped around the surrounding buildings. These massive screens are filled with vibrant, non-specific advertisements and abstract color patterns, bathing the entire scene in a palette of supersaturated, vibrant blues, vibrant fuchsias, and pure white. Recent rains have left the asphalt shimmering, creating a perfect mirror for this riot of color and light, doubling the spectacle and creating an overwhelming atmosphere of vibrant, pulsating urban energy.", + "seed": 12755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_7518_seed_12755_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0439816442783922, + "vlm_logprob": -0.0439816442783922, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.0439816442783922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03858556970953941 + ], + "opposite_logprob_tokens": [ + -3.288585662841797 + ], + "logprob_reward": -0.03858556970953941, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03858556970953941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29459646344184875, + 0.03139079362154007, + 0.16010302305221558, + 0.10031577944755554, + 0.084263376891613, + 0.03673030808568001, + 0.0626816377043724, + 0.04616942256689072, + 0.06103449687361717, + 0.12271469086408615 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03858556970953941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704186141490936 + ], + "opposite_logprob_tokens": [ + -2.127041816711426 + ], + "logprob_reward": -0.12704186141490936, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704186141490936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30570363998413086, + 0.04685632139444351, + 0.06768166273832321, + 0.08968164771795273, + 0.07548496127128601, + 0.04647324979305267, + 0.03703916072845459, + 0.15085512399673462, + 0.059031061828136444, + 0.12119314074516296 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.12704186141490936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028237728402018547 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028237728402018547, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028237728402018547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27719515562057495, + 0.03481439873576164, + 0.041316237300634384, + 0.08970261365175247, + 0.15048885345458984, + 0.16400988399982452, + 0.027536677196621895, + 0.0529068186879158, + 0.09274913370609283, + 0.06928018480539322 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0028237728402018547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028196123894304037 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028196123894304037, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028196123894304037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35694992542266846, + 0.24989043176174164, + 0.03600311651825905, + 0.031332165002822876, + 0.10512647777795792, + 0.03179752826690674, + 0.024244248867034912, + 0.038116686046123505, + 0.04577348753809929, + 0.08076601475477219 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0028196123894304037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048637405037879944 + ], + "opposite_logprob_tokens": [ + -3.0486373901367188 + ], + "logprob_reward": -0.048637405037879944, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048637405037879944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.618615448474884, + 0.03267982229590416, + 0.04195202887058258, + 0.039661962538957596, + 0.09538935869932175, + 0.027271701022982597, + 0.02771347388625145, + 0.04846921190619469, + 0.015980767086148262, + 0.05226622149348259 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.048637405037879944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot pans slowly from left to right, capturing a panoramic, almost orchestral perspective of Times Square at night. Below, a dense, winding river of iconic yellow taxis flows slowly and sinuously through the artificial canyon formed by towering skyscrapers. The glossy yellow paint of each cab catches and reflects a chaotic cacophony of light, their individual headlights and red taillights blurring into a continuous streak of white and crimson. On the crowded sidewalk, a diverse and boisterous crowd stands shoulder to shoulder, their collective gaze turned upward in shared awe. Their faces are a mosaic of wonder and excitement, illuminated from below by the dazzling, ever-shifting glow of massive digital billboards wrapped around the surrounding buildings. These massive screens are filled with vibrant, non-specific advertisements and abstract color patterns, bathing the entire scene in a palette of supersaturated, vibrant blues, vibrant fuchsias, and pure white. Recent rains have left the asphalt shimmering, creating a perfect mirror for this riot of color and light, doubling the spectacle and creating an overwhelming atmosphere of vibrant, pulsating urban energy.", + "seed": 12756, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_10/index_7518_seed_12756_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06792816217057407, + "vlm_logprob": -0.06792816217057407, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.06792816217057407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12843932211399078 + ], + "opposite_logprob_tokens": [ + -2.128439426422119 + ], + "logprob_reward": -0.12843932211399078, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12843932211399078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11962850391864777, + 0.02924620918929577, + 0.029056169092655182, + 0.11346717923879623, + 0.08716919273138046, + 0.041909124702215195, + 0.4954068958759308, + 0.014379567466676235, + 0.03513664752244949, + 0.03460045903921127 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.12843932211399078 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798781007528305 + ], + "opposite_logprob_tokens": [ + -1.8048781156539917 + ], + "logprob_reward": -0.1798781007528305, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798781007528305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29869532585144043, + 0.03511245921254158, + 0.021003028377890587, + 0.11167961359024048, + 0.13104358315467834, + 0.10627178102731705, + 0.18056732416152954, + 0.04108405113220215, + 0.019603306427598, + 0.05493951216340065 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.1798781007528305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024945589248090982 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024945589248090982, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024945589248090982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2866567373275757, + 0.042289670556783676, + 0.014153489843010902, + 0.12071332335472107, + 0.03245369717478752, + 0.09913521260023117, + 0.259733110666275, + 0.03667331486940384, + 0.026035452261567116, + 0.08215601742267609 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0024945589248090982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024911104701459408 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024911104701459408, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024911104701459408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24796068668365479, + 0.04904014617204666, + 0.05195971205830574, + 0.09975996613502502, + 0.06612111628055573, + 0.04181816428899765, + 0.3463611900806427, + 0.0348290279507637, + 0.025274408981204033, + 0.03687567263841629 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0024911104701459408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in Times Square at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are yellow taxis visible flowing through the street below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the digital billboards displaying vibrant blues, fuchsias, and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the asphalt wet and shimmering, reflecting the lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337718591094017 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337718591094017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337718591094017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19379174709320068, + 0.09902183711528778, + 0.04118063673377037, + 0.04485394433140755, + 0.1331198811531067, + 0.1032826155424118, + 0.24798588454723358, + 0.029759716242551804, + 0.024955186992883682, + 0.08204855769872665 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.026337718591094017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_tensor([4864, 4864])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_tensor([4864, 4864])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..42a67256ef1335f0e74b71b13675ece089477518 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_tensor([4864, 4864])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily moves forward, directing the viewer's attention to an elderly craftsman. His graying hair is sparse and neatly arranged, and his deeply furrowed forehead and tightly pursed lips betray a look of intense concentration. A pair of old-fashioned, round, wire-framed glasses perch on his nose, and behind the lenses, his eyes, sharp as an eagle, fixate on his work. The craftsman wears a dark blue, rough-textured cotton work jacket, the sleeves carefully rolled up to his elbows, revealing veins. He sits at a heavy wooden workbench, surrounded by an assortment of chisels and hammers. A warm, yellow tungsten filament lamp hanging overhead provides the sole source of light, casting a concentrated beam of light down upon the craftsman's hands and the weathered, bluish-gray stone tablet. The craftsman holds a sharp steel chisel firmly in one hand, carefully aligning its tip with the delicate lines pre-drawn on the stone tablet. With the other, he holds a small wooden mallet, gently striking the end of the handle with steady, rhythmic force. With each blow, tiny stone chips fly, shimmering like dust in the beam of light. Smooth and intricate moiré patterns gradually emerge from his calloused hands. The entire painting, shrouded in intense contrasts of light and dark, presents a warm and deep hue, creating an almost sacred atmosphere of tranquility and concentration, imbued with a sense of time and boundless respect for traditional craftsmanship.", + "seed": 15449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_4864_seed_15449_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15936849489808083, + "vlm_logprob": -0.15936849489808083, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.15936849489808083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23782765865325928 + ], + "opposite_logprob_tokens": [ + -1.6128276586532593 + ], + "logprob_reward": -0.23782765865325928, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23782765865325928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12904495000839233, + 0.15295086801052094, + 0.0907413586974144, + 0.14675983786582947, + 0.06538711488246918, + 0.15178298950195312, + 0.06813336908817291, + 0.06081453710794449, + 0.07086127251386642, + 0.06352370232343674 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.23782765865325928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137003779411316 + ], + "opposite_logprob_tokens": [ + -3.2881369590759277 + ], + "logprob_reward": -0.038137003779411316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137003779411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39101338386535645, + 0.13391812145709991, + 0.0669366866350174, + 0.033626243472099304, + 0.06343395262956619, + 0.07681000232696533, + 0.0336717814207077, + 0.07079081982374191, + 0.0546019971370697, + 0.0751970112323761 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.038137003779411316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308760538697243 + ], + "opposite_logprob_tokens": [ + -3.1680877208709717 + ], + "logprob_reward": -0.04308760538697243, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308760538697243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4940049350261688, + 0.11293546855449677, + 0.08588607609272003, + 0.03413780778646469, + 0.05884445458650589, + 0.03722492232918739, + 0.042241040617227554, + 0.06070146709680557, + 0.047288406640291214, + 0.026735428720712662 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04308760538697243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22566094994544983 + ], + "opposite_logprob_tokens": [ + -1.6006609201431274 + ], + "logprob_reward": -0.22566094994544983, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22566094994544983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25171059370040894, + 0.10545103251934052, + 0.12202350795269012, + 0.04217583313584328, + 0.14023596048355103, + 0.19995428621768951, + 0.05590168014168739, + 0.026562903076410294, + 0.02276458777487278, + 0.03321964293718338 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.22566094994544983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521292567253113 + ], + "opposite_logprob_tokens": [ + -1.502129316329956 + ], + "logprob_reward": -0.2521292567253113, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521292567253113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18990042805671692, + 0.10027370601892471, + 0.08922122418880463, + 0.07434205710887909, + 0.0819547176361084, + 0.07442875951528549, + 0.07210465520620346, + 0.12255675345659256, + 0.10402505099773407, + 0.09119272977113724 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.2521292567253113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily moves forward, directing the viewer's attention to an elderly craftsman. His graying hair is sparse and neatly arranged, and his deeply furrowed forehead and tightly pursed lips betray a look of intense concentration. A pair of old-fashioned, round, wire-framed glasses perch on his nose, and behind the lenses, his eyes, sharp as an eagle, fixate on his work. The craftsman wears a dark blue, rough-textured cotton work jacket, the sleeves carefully rolled up to his elbows, revealing veins. He sits at a heavy wooden workbench, surrounded by an assortment of chisels and hammers. A warm, yellow tungsten filament lamp hanging overhead provides the sole source of light, casting a concentrated beam of light down upon the craftsman's hands and the weathered, bluish-gray stone tablet. The craftsman holds a sharp steel chisel firmly in one hand, carefully aligning its tip with the delicate lines pre-drawn on the stone tablet. With the other, he holds a small wooden mallet, gently striking the end of the handle with steady, rhythmic force. With each blow, tiny stone chips fly, shimmering like dust in the beam of light. Smooth and intricate moiré patterns gradually emerge from his calloused hands. The entire painting, shrouded in intense contrasts of light and dark, presents a warm and deep hue, creating an almost sacred atmosphere of tranquility and concentration, imbued with a sense of time and boundless respect for traditional craftsmanship.", + "seed": 15450, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_4864_seed_15450_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13730551898479462, + "vlm_logprob": -0.13730551898479462, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.13730551898479462, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1580783575773239 + ], + "opposite_logprob_tokens": [ + -2.15807843208313 + ], + "logprob_reward": -0.1580783575773239, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1580783575773239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17805655300617218, + 0.07388102263212204, + 0.06225891038775444, + 0.079390749335289, + 0.023262934759259224, + 0.039275702089071274, + 0.06546923518180847, + 0.08124566078186035, + 0.30325621366500854, + 0.09390299022197723 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.1580783575773239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891299769282341 + ], + "opposite_logprob_tokens": [ + -2.46412992477417 + ], + "logprob_reward": -0.0891299769282341, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891299769282341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29703450202941895, + 0.11471589654684067, + 0.04106512665748596, + 0.06318898499011993, + 0.04363216832280159, + 0.08092756569385529, + 0.15423233807086945, + 0.07450928539037704, + 0.08572971820831299, + 0.04496447741985321 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0891299769282341 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033725760877132416 + ], + "opposite_logprob_tokens": [ + -3.4087257385253906 + ], + "logprob_reward": -0.033725760877132416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033725760877132416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20411217212677002, + 0.15089894831180573, + 0.09740674495697021, + 0.0426187738776207, + 0.028893079608678818, + 0.04372647777199745, + 0.08968519419431686, + 0.13006845116615295, + 0.14741399884223938, + 0.06517617404460907 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.033725760877132416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22567854821681976 + ], + "opposite_logprob_tokens": [ + -1.600678563117981 + ], + "logprob_reward": -0.22567854821681976, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22567854821681976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18494610488414764, + 0.1767783910036087, + 0.059941213577985764, + 0.031127119436860085, + 0.05767924711108208, + 0.02967393584549427, + 0.11057935655117035, + 0.113418348133564, + 0.07436206936836243, + 0.16149424016475677 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.22567854821681976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799149513244629 + ], + "opposite_logprob_tokens": [ + -1.804914951324463 + ], + "logprob_reward": -0.1799149513244629, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799149513244629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12310060113668442, + 0.06035511940717697, + 0.05393319949507713, + 0.029986711218953133, + 0.041491344571113586, + 0.03619106113910675, + 0.051280129700899124, + 0.12172611057758331, + 0.23000600934028625, + 0.25192973017692566 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.1799149513244629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily moves forward, directing the viewer's attention to an elderly craftsman. His graying hair is sparse and neatly arranged, and his deeply furrowed forehead and tightly pursed lips betray a look of intense concentration. A pair of old-fashioned, round, wire-framed glasses perch on his nose, and behind the lenses, his eyes, sharp as an eagle, fixate on his work. The craftsman wears a dark blue, rough-textured cotton work jacket, the sleeves carefully rolled up to his elbows, revealing veins. He sits at a heavy wooden workbench, surrounded by an assortment of chisels and hammers. A warm, yellow tungsten filament lamp hanging overhead provides the sole source of light, casting a concentrated beam of light down upon the craftsman's hands and the weathered, bluish-gray stone tablet. The craftsman holds a sharp steel chisel firmly in one hand, carefully aligning its tip with the delicate lines pre-drawn on the stone tablet. With the other, he holds a small wooden mallet, gently striking the end of the handle with steady, rhythmic force. With each blow, tiny stone chips fly, shimmering like dust in the beam of light. Smooth and intricate moiré patterns gradually emerge from his calloused hands. The entire painting, shrouded in intense contrasts of light and dark, presents a warm and deep hue, creating an almost sacred atmosphere of tranquility and concentration, imbued with a sense of time and boundless respect for traditional craftsmanship.", + "seed": 15451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_4864_seed_15451_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04194127470254898, + "vlm_logprob": -0.04194127470254898, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04194127470254898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05010237544775009 + ], + "opposite_logprob_tokens": [ + -3.550102472305298 + ], + "logprob_reward": -0.05010237544775009, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.05010237544775009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15715515613555908, + 0.05338163301348686, + 0.0730435773730278, + 0.18854545056819916, + 0.2744874358177185, + 0.061220306903123856, + 0.05431659519672394, + 0.02771301567554474, + 0.04464966058731079, + 0.06548720598220825 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.05010237544775009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374757289886475 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374757289886475, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374757289886475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3102491497993469, + 0.06256485730409622, + 0.03802897408604622, + 0.05833790451288223, + 0.18353155255317688, + 0.1013798713684082, + 0.03564632311463356, + 0.11117418855428696, + 0.041748046875, + 0.0573391355574131 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026374757289886475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2895174026489258, + 0.06694407016038895, + 0.03661421686410904, + 0.09286635369062424, + 0.18440566956996918, + 0.04445661976933479, + 0.07550670951604843, + 0.03832371160387993, + 0.07020211964845657, + 0.1011631116271019 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.023301351815462112 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497494712471962 + ], + "opposite_logprob_tokens": [ + -2.9299750328063965 + ], + "logprob_reward": -0.05497494712471962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497494712471962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23721782863140106, + 0.14868485927581787, + 0.1782812625169754, + 0.12572349607944489, + 0.10215844213962555, + 0.04407680034637451, + 0.09855366498231888, + 0.025503013283014297, + 0.010179941542446613, + 0.02962072379887104 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05497494712471962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054952941834926605 + ], + "opposite_logprob_tokens": [ + -2.92995285987854 + ], + "logprob_reward": -0.054952941834926605, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054952941834926605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23774777352809906, + 0.028470661491155624, + 0.017372386530041695, + 0.07385281473398209, + 0.12288636714220047, + 0.04673391953110695, + 0.22752106189727783, + 0.1968337446451187, + 0.01583075150847435, + 0.03275057300925255 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.054952941834926605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily moves forward, directing the viewer's attention to an elderly craftsman. His graying hair is sparse and neatly arranged, and his deeply furrowed forehead and tightly pursed lips betray a look of intense concentration. A pair of old-fashioned, round, wire-framed glasses perch on his nose, and behind the lenses, his eyes, sharp as an eagle, fixate on his work. The craftsman wears a dark blue, rough-textured cotton work jacket, the sleeves carefully rolled up to his elbows, revealing veins. He sits at a heavy wooden workbench, surrounded by an assortment of chisels and hammers. A warm, yellow tungsten filament lamp hanging overhead provides the sole source of light, casting a concentrated beam of light down upon the craftsman's hands and the weathered, bluish-gray stone tablet. The craftsman holds a sharp steel chisel firmly in one hand, carefully aligning its tip with the delicate lines pre-drawn on the stone tablet. With the other, he holds a small wooden mallet, gently striking the end of the handle with steady, rhythmic force. With each blow, tiny stone chips fly, shimmering like dust in the beam of light. Smooth and intricate moiré patterns gradually emerge from his calloused hands. The entire painting, shrouded in intense contrasts of light and dark, presents a warm and deep hue, creating an almost sacred atmosphere of tranquility and concentration, imbued with a sense of time and boundless respect for traditional craftsmanship.", + "seed": 15452, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_11/index_4864_seed_15452_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.060407450422644615, + "vlm_logprob": -0.060407450422644615, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.060407450422644615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055970199406147 + ], + "opposite_logprob_tokens": [ + -3.3059701919555664 + ], + "logprob_reward": -0.055970199406147, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.055970199406147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2227148562669754, + 0.14149291813373566, + 0.13792574405670166, + 0.12702028453350067, + 0.03464911878108978, + 0.06016889959573746, + 0.050855811685323715, + 0.07748226821422577, + 0.05939324572682381, + 0.0882967934012413 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.055970199406147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909420669078827 + ], + "opposite_logprob_tokens": [ + -2.4640941619873047 + ], + "logprob_reward": -0.08909420669078827, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909420669078827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13060429692268372, + 0.09627068787813187, + 0.027845431119203568, + 0.5818448066711426, + 0.03235964477062225, + 0.04200693219900131, + 0.028450705111026764, + 0.027270248159766197, + 0.011000681668519974, + 0.022346653044223785 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.08909420669078827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820306226611137 + ], + "opposite_logprob_tokens": [ + -3.529820203781128 + ], + "logprob_reward": -0.029820306226611137, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820306226611137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19362837076187134, + 0.06341645121574402, + 0.01886541210114956, + 0.5852723121643066, + 0.01628277078270912, + 0.03946053981781006, + 0.026131844148039818, + 0.017351582646369934, + 0.02066381461918354, + 0.018926922231912613 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.029820306226611137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811405599117279 + ], + "opposite_logprob_tokens": [ + -3.288114070892334 + ], + "logprob_reward": -0.03811405599117279, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811405599117279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3255259096622467, + 0.029786495491862297, + 0.05908874422311783, + 0.4290712773799896, + 0.0446091927587986, + 0.05941285565495491, + 0.012391987256705761, + 0.004641838371753693, + 0.0164309274405241, + 0.019040821120142937 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.03811405599117279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a slightly overhead angle moving forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman wearing a dark blue, rough-textured cotton work jacket with sleeves rolled up to the elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the craftsman holding a steel chisel in one hand and a small wooden mallet in the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single warm yellow tungsten filament lamp hanging overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny stone chips visible flying from the stone tablet as the craftsman strikes it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903848379850388 + ], + "opposite_logprob_tokens": [ + -2.464038372039795 + ], + "logprob_reward": -0.08903848379850388, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903848379850388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06532389670610428, + 0.011605769395828247, + 0.020520370453596115, + 0.8247287273406982, + 0.011458853259682655, + 0.011776924133300781, + 0.0076319072395563126, + 0.017343735322356224, + 0.01159727293998003, + 0.018012642860412598 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.08903848379850388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_tensor([905, 905])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_tensor([905, 905])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62a75253d435fe6ecb640580f9deff3194b5e5c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_tensor([905, 905])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, captured from a slightly overhead, horizontal angle, the camera pans slowly and smoothly to the right, capturing a scene resembling the fluidity of a Chinese ink painting. Amidst the vast, misty paddy fields, the sky is a soft grayish-white. A fine, drizzling rain falls like a veil, stirring countless tiny ripples across the mirror-like surface. A farmer, wearing a traditional bamboo hat darkened by rain, bends deeply. He wears an indigo-colored coarse cloth shirt, sleeves rolled up high, revealing his sturdy arms soaked in mud. His left hand steadily holds a bundle of fresh, emerald green rice seedlings, while his right, with a steady and deliberate rhythm, expertly separates a handful and carefully and precisely inserts the root into the submerged soil. Each movement is coherent and rhythmic, like a silent dialogue with nature. The dark green mountains in the distance are looming in the mist, and the whole picture is shrouded in a tranquil and focused atmosphere. The main colors are composed of the gray of the water surface, the brown of the soil and the bright green of the seedlings, presenting a poetic beauty that is cool yet full of vitality.", + "seed": 14225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_905_seed_14225_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11201308630406856, + "vlm_logprob": -0.11201308630406856, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.11201308630406856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048880599439144135 + ], + "opposite_logprob_tokens": [ + -3.1738805770874023 + ], + "logprob_reward": -0.048880599439144135, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.048880599439144135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22511045634746552, + 0.14964599907398224, + 0.19947931170463562, + 0.08860090374946594, + 0.08250997215509415, + 0.07551109045743942, + 0.05372018739581108, + 0.036363355815410614, + 0.05585138127207756, + 0.033207349479198456 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.048880599439144135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47432470321655273 + ], + "opposite_logprob_tokens": [ + -0.9743247032165527 + ], + "logprob_reward": -0.47432470321655273, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47432470321655273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11607573926448822, + 0.12793764472007751, + 0.14511175453662872, + 0.10351072996854782, + 0.09537062048912048, + 0.19677790999412537, + 0.11768867075443268, + 0.025337236002087593, + 0.03580472990870476, + 0.03638501837849617 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.47432470321655273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632143795490265 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632143795490265, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632143795490265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2053781896829605, + 0.11473394930362701, + 0.0737321600317955, + 0.17081265151500702, + 0.1523326188325882, + 0.12945905327796936, + 0.04938700050115585, + 0.030139027163386345, + 0.03769025206565857, + 0.03633509576320648 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.007632143795490265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205958541482687 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.0205958541482687, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205958541482687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09422007203102112, + 0.23366937041282654, + 0.2767309248447418, + 0.07308269292116165, + 0.03360924497246742, + 0.12826429307460785, + 0.014967958442866802, + 0.02054418809711933, + 0.0984361320734024, + 0.026475148275494576 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.0205958541482687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632130920886993 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632130920886993, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632130920886993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17054788768291473, + 0.25517576932907104, + 0.1691465973854065, + 0.11468227952718735, + 0.060107432305812836, + 0.12698540091514587, + 0.014133598655462265, + 0.04279622808098793, + 0.016786623746156693, + 0.029638180509209633 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008632130920886993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly overhead, horizontal angle, the camera pans slowly and smoothly to the right, capturing a scene resembling the fluidity of a Chinese ink painting. Amidst the vast, misty paddy fields, the sky is a soft grayish-white. A fine, drizzling rain falls like a veil, stirring countless tiny ripples across the mirror-like surface. A farmer, wearing a traditional bamboo hat darkened by rain, bends deeply. He wears an indigo-colored coarse cloth shirt, sleeves rolled up high, revealing his sturdy arms soaked in mud. His left hand steadily holds a bundle of fresh, emerald green rice seedlings, while his right, with a steady and deliberate rhythm, expertly separates a handful and carefully and precisely inserts the root into the submerged soil. Each movement is coherent and rhythmic, like a silent dialogue with nature. The dark green mountains in the distance are looming in the mist, and the whole picture is shrouded in a tranquil and focused atmosphere. The main colors are composed of the gray of the water surface, the brown of the soil and the bright green of the seedlings, presenting a poetic beauty that is cool yet full of vitality.", + "seed": 14226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_905_seed_14226_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01589092956855893, + "vlm_logprob": -0.01589092956855893, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.01589092956855893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010569663718342781 + ], + "opposite_logprob_tokens": [ + -5.1355695724487305 + ], + "logprob_reward": -0.010569663718342781, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.010569663718342781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22928054630756378, + 0.18103010952472687, + 0.06271781772375107, + 0.07729140669107437, + 0.07978391647338867, + 0.13586528599262238, + 0.05191163718700409, + 0.04265222325921059, + 0.0789412185549736, + 0.060525909066200256 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.010569663718342781 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300418630242348 + ], + "opposite_logprob_tokens": [ + -3.7733004093170166 + ], + "logprob_reward": -0.023300418630242348, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300418630242348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16839639842510223, + 0.3428790271282196, + 0.053804006427526474, + 0.1367173045873642, + 0.06830139458179474, + 0.11553064733743668, + 0.02958676405251026, + 0.014807533472776413, + 0.029291469603776932, + 0.04068545997142792 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023300418630242348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05619322881102562, + 0.10706552118062973, + 0.030583780258893967, + 0.10344656556844711, + 0.12943191826343536, + 0.26586517691612244, + 0.03517378494143486, + 0.03497769683599472, + 0.07823994010686874, + 0.15902234613895416 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.01818976178765297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302864283323288 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302864283323288, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302864283323288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0827469527721405, + 0.09375765919685364, + 0.05274534597992897, + 0.07392119616270065, + 0.05651184543967247, + 0.10532902926206589, + 0.026737943291664124, + 0.04444989189505577, + 0.12418991327285767, + 0.33961021900177 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.023302864283323288 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091939423233271 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091939423233271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091939423233271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22416411340236664, + 0.11123444139957428, + 0.08056525141000748, + 0.08084072172641754, + 0.08295097202062607, + 0.05233292281627655, + 0.08958481252193451, + 0.08869902789592743, + 0.08925076574087143, + 0.10037700831890106 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004091939423233271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly overhead, horizontal angle, the camera pans slowly and smoothly to the right, capturing a scene resembling the fluidity of a Chinese ink painting. Amidst the vast, misty paddy fields, the sky is a soft grayish-white. A fine, drizzling rain falls like a veil, stirring countless tiny ripples across the mirror-like surface. A farmer, wearing a traditional bamboo hat darkened by rain, bends deeply. He wears an indigo-colored coarse cloth shirt, sleeves rolled up high, revealing his sturdy arms soaked in mud. His left hand steadily holds a bundle of fresh, emerald green rice seedlings, while his right, with a steady and deliberate rhythm, expertly separates a handful and carefully and precisely inserts the root into the submerged soil. Each movement is coherent and rhythmic, like a silent dialogue with nature. The dark green mountains in the distance are looming in the mist, and the whole picture is shrouded in a tranquil and focused atmosphere. The main colors are composed of the gray of the water surface, the brown of the soil and the bright green of the seedlings, presenting a poetic beauty that is cool yet full of vitality.", + "seed": 14227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_905_seed_14227_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21146804350428283, + "vlm_logprob": -0.21146804350428283, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.21146804350428283, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06069698557257652 + ], + "opposite_logprob_tokens": [ + -2.935697078704834 + ], + "logprob_reward": -0.06069698557257652, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06069698557257652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26823633909225464, + 0.06795637309551239, + 0.06760769337415695, + 0.04448958486318588, + 0.13229180872440338, + 0.09665429592132568, + 0.11321649700403214, + 0.05710025504231453, + 0.08537937700748444, + 0.06706774979829788 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.06069698557257652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743157625198364 + ], + "opposite_logprob_tokens": [ + -0.4743157625198364 + ], + "logprob_reward": -0.9743157625198364, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743157625198364, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14486262202262878, + 0.055136024951934814, + 0.04164041578769684, + 0.06086840108036995, + 0.1191612184047699, + 0.16815900802612305, + 0.08145172894001007, + 0.06241580471396446, + 0.08515774458646774, + 0.18114694952964783 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.9743157625198364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036204999778419733 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036204999778419733, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036204999778419733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14937016367912292, + 0.04332830384373665, + 0.06224728003144264, + 0.07475137710571289, + 0.10695729404687881, + 0.09013061970472336, + 0.14288415014743805, + 0.08818541467189789, + 0.08133641630411148, + 0.1608090102672577 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0036204999778419733 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084526777267456 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084526777267456, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084526777267456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08515400439500809, + 0.03779003769159317, + 0.06289805471897125, + 0.047794558107852936, + 0.05516630783677101, + 0.04050713777542114, + 0.5562095046043396, + 0.061449289321899414, + 0.021390816196799278, + 0.03164024278521538 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.011084526777267456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622442673891783 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622442673891783, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622442673891783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14024342596530914, + 0.021933231502771378, + 0.02008667215704918, + 0.03341079503297806, + 0.05222713574767113, + 0.5070291757583618, + 0.07430345565080643, + 0.08021862804889679, + 0.03276929631829262, + 0.0377780944108963 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.007622442673891783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly overhead, horizontal angle, the camera pans slowly and smoothly to the right, capturing a scene resembling the fluidity of a Chinese ink painting. Amidst the vast, misty paddy fields, the sky is a soft grayish-white. A fine, drizzling rain falls like a veil, stirring countless tiny ripples across the mirror-like surface. A farmer, wearing a traditional bamboo hat darkened by rain, bends deeply. He wears an indigo-colored coarse cloth shirt, sleeves rolled up high, revealing his sturdy arms soaked in mud. His left hand steadily holds a bundle of fresh, emerald green rice seedlings, while his right, with a steady and deliberate rhythm, expertly separates a handful and carefully and precisely inserts the root into the submerged soil. Each movement is coherent and rhythmic, like a silent dialogue with nature. The dark green mountains in the distance are looming in the mist, and the whole picture is shrouded in a tranquil and focused atmosphere. The main colors are composed of the gray of the water surface, the brown of the soil and the bright green of the seedlings, presenting a poetic beauty that is cool yet full of vitality.", + "seed": 14228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_12/index_905_seed_14228_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20111400522291661, + "vlm_logprob": -0.20111400522291661, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.20111400522291661, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06651140004396439 + ], + "opposite_logprob_tokens": [ + -2.816511392593384 + ], + "logprob_reward": -0.06651140004396439, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06651140004396439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20409175753593445, + 0.06563015282154083, + 0.22684425115585327, + 0.03029097430408001, + 0.1599894016981125, + 0.01919528655707836, + 0.03781384974718094, + 0.11985709518194199, + 0.030941061675548553, + 0.10534614324569702 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.06651140004396439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578478455543518 + ], + "opposite_logprob_tokens": [ + -0.6328478455543518 + ], + "logprob_reward": -0.7578478455543518, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578478455543518, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06826820969581604, + 0.0608721598982811, + 0.025894206017255783, + 0.05395721271634102, + 0.2016652673482895, + 0.08422498404979706, + 0.07276597619056702, + 0.31499189138412476, + 0.08525264263153076, + 0.03210745379328728 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.7578478455543518 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707188725471497 + ], + "opposite_logprob_tokens": [ + -2.1270718574523926 + ], + "logprob_reward": -0.12707188725471497, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707188725471497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13977137207984924, + 0.07535474002361298, + 0.09990595281124115, + 0.050106655806303024, + 0.1599726676940918, + 0.027391405776143074, + 0.025788944214582443, + 0.23641036450862885, + 0.04513020068407059, + 0.1401677131652832 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.12707188725471497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087710037827492 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087710037827492, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087710037827492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055471520870923996, + 0.04098454490303993, + 0.06437955796718597, + 0.03454778343439102, + 0.20152492821216583, + 0.02226790226995945, + 0.03364861384034157, + 0.34897664189338684, + 0.0719379261136055, + 0.12626062333583832 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.011087710037827492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot with a slightly overhead horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a farmer wearing a traditional bamboo hat and an indigo-colored coarse cloth shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the farmer bending deeply while holding emerald green rice seedlings and inserting them into the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a misty paddy field with dark green mountains in the distance under a soft grayish-white sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043051183223724365 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.043051183223724365, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043051183223724365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11693744361400604, + 0.09796146303415298, + 0.2796832025051117, + 0.04613946005702019, + 0.2589631974697113, + 0.048565346747636795, + 0.045948658138513565, + 0.03949800133705139, + 0.025362418964505196, + 0.040940869599580765 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.043051183223724365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_tensor([6202, 6202])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_tensor([6202, 6202])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d369da4054162da6ef0a26b7c5943e7b4668d02f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_tensor([6202, 6202])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tracking medium shot from a horizontal angle, the entire scene presented in a unique, richly colored frame-by-frame animation, focuses on a determined elderly woman. Her silver hair is pulled back in a tight bun, a few sweat-soaked strands clinging to her weathered cheeks. Her sunken eyes gleam with an unyielding gleam, and her pursed lips betray immense determination. Wearing a washed-out dark blue cotton blouse and dusty gray trousers, she runs with a powerful, insistent, and non-fluid rhythm down an unpaved country road. Each of her movements—from the powerful swing of her arms to the alternating, pounding footfalls—is broken down into a series of crisp, individual frames. Each step raises a small cloud of yellow dust, illuminated by the golden sunlight, behind her, which briefly lingers and tumbles in the air. The low-angle evening sun casts long, dramatic shadows on her figure, framing her silver hair with a warm halo. The road is flanked by dry fields and sparse weeds. In saturated warm tones, the whole world seems frozen in this epic moment of running. The rich colors - ochre land, orange-red skyline - combined with the unique animation style create an atmosphere that is both primitive and artistic, highlighting her indomitable vitality.", + "seed": 5354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_6202_seed_5354_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3769699214026332, + "vlm_logprob": -0.3769699214026332, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.3769699214026332, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701839804649353 + ], + "opposite_logprob_tokens": [ + -0.20183983445167542 + ], + "logprob_reward": -1.701839804649353, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701839804649353, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3338846266269684, + 0.12189396470785141, + 0.05689403787255287, + 0.08216164261102676, + 0.032840825617313385, + 0.11643248796463013, + 0.0675935223698616, + 0.06217586249113083, + 0.032291658222675323, + 0.09383141249418259 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.701839804649353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008283585309982 + ], + "opposite_logprob_tokens": [ + -2.695082902908325 + ], + "logprob_reward": -0.07008283585309982, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008283585309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3488045036792755, + 0.09335485845804214, + 0.047507014125585556, + 0.06334630399942398, + 0.030257707461714745, + 0.10559537261724472, + 0.07704006880521774, + 0.11297997087240219, + 0.03729948773980141, + 0.08381469547748566 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.07008283585309982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048672378063201904 + ], + "opposite_logprob_tokens": [ + -3.0486724376678467 + ], + "logprob_reward": -0.048672378063201904, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048672378063201904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2666594982147217, + 0.10810518264770508, + 0.06770928204059601, + 0.12638887763023376, + 0.049776822328567505, + 0.12686271965503693, + 0.07777364552021027, + 0.055114030838012695, + 0.058501530438661575, + 0.0631084069609642 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.048672378063201904 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205937638878822 + ], + "opposite_logprob_tokens": [ + -2.8120594024658203 + ], + "logprob_reward": -0.06205937638878822, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205937638878822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20113709568977356, + 0.19078153371810913, + 0.18001839518547058, + 0.06699836254119873, + 0.05421808362007141, + 0.10574612021446228, + 0.046083200722932816, + 0.06654012948274612, + 0.0293621513992548, + 0.059114936739206314 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06205937638878822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195212058722973 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195212058722973, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195212058722973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29004690051078796, + 0.16845306754112244, + 0.0804300531744957, + 0.060116395354270935, + 0.04799778014421463, + 0.12175026535987854, + 0.05560844764113426, + 0.06894059479236603, + 0.03310197964310646, + 0.07355444878339767 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.002195212058722973 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot from a horizontal angle, the entire scene presented in a unique, richly colored frame-by-frame animation, focuses on a determined elderly woman. Her silver hair is pulled back in a tight bun, a few sweat-soaked strands clinging to her weathered cheeks. Her sunken eyes gleam with an unyielding gleam, and her pursed lips betray immense determination. Wearing a washed-out dark blue cotton blouse and dusty gray trousers, she runs with a powerful, insistent, and non-fluid rhythm down an unpaved country road. Each of her movements—from the powerful swing of her arms to the alternating, pounding footfalls—is broken down into a series of crisp, individual frames. Each step raises a small cloud of yellow dust, illuminated by the golden sunlight, behind her, which briefly lingers and tumbles in the air. The low-angle evening sun casts long, dramatic shadows on her figure, framing her silver hair with a warm halo. The road is flanked by dry fields and sparse weeds. In saturated warm tones, the whole world seems frozen in this epic moment of running. The rich colors - ochre land, orange-red skyline - combined with the unique animation style create an atmosphere that is both primitive and artistic, highlighting her indomitable vitality.", + "seed": 5355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_6202_seed_5355_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18735717034433036, + "vlm_logprob": -0.18735717034433036, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.18735717034433036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6331461071968079 + ], + "opposite_logprob_tokens": [ + -0.7581461071968079 + ], + "logprob_reward": -0.6331461071968079, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6331461071968079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27991214394569397, + 0.10678484290838242, + 0.025369295850396156, + 0.042348552495241165, + 0.11002670228481293, + 0.04735172167420387, + 0.05552284047007561, + 0.04242240637540817, + 0.17375029623508453, + 0.11651130020618439 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.6331461071968079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905941992998123 + ], + "opposite_logprob_tokens": [ + -2.464059352874756 + ], + "logprob_reward": -0.08905941992998123, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905941992998123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640606760978699, + 0.10614360123872757, + 0.05143505707383156, + 0.0627356693148613, + 0.06022137030959129, + 0.04688401520252228, + 0.06133830174803734, + 0.047181423753499985, + 0.18362021446228027, + 0.11637969315052032 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.08905941992998123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031787306070328 + ], + "opposite_logprob_tokens": [ + -2.35031795501709 + ], + "logprob_reward": -0.10031787306070328, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031787306070328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30252769589424133, + 0.11910945922136307, + 0.04473011940717697, + 0.046268150210380554, + 0.08220638334751129, + 0.07919670641422272, + 0.06290649622678757, + 0.09956296533346176, + 0.07017067819833755, + 0.09332136064767838 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.10031787306070328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292915046215057 + ], + "opposite_logprob_tokens": [ + -2.237929105758667 + ], + "logprob_reward": -0.11292915046215057, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292915046215057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19787228107452393, + 0.05213440954685211, + 0.034344498068094254, + 0.046339001506567, + 0.08210446685552597, + 0.060876138508319855, + 0.09646973013877869, + 0.07939174026250839, + 0.06676033139228821, + 0.2837073802947998 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.11292915046215057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013333010720089078 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013333010720089078, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013333010720089078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27287471294403076, + 0.08872012794017792, + 0.03418844938278198, + 0.051507897675037384, + 0.17882472276687622, + 0.12186861783266068, + 0.03625486418604851, + 0.058200638741254807, + 0.07920818030834198, + 0.07835179567337036 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0013333010720089078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot from a horizontal angle, the entire scene presented in a unique, richly colored frame-by-frame animation, focuses on a determined elderly woman. Her silver hair is pulled back in a tight bun, a few sweat-soaked strands clinging to her weathered cheeks. Her sunken eyes gleam with an unyielding gleam, and her pursed lips betray immense determination. Wearing a washed-out dark blue cotton blouse and dusty gray trousers, she runs with a powerful, insistent, and non-fluid rhythm down an unpaved country road. Each of her movements—from the powerful swing of her arms to the alternating, pounding footfalls—is broken down into a series of crisp, individual frames. Each step raises a small cloud of yellow dust, illuminated by the golden sunlight, behind her, which briefly lingers and tumbles in the air. The low-angle evening sun casts long, dramatic shadows on her figure, framing her silver hair with a warm halo. The road is flanked by dry fields and sparse weeds. In saturated warm tones, the whole world seems frozen in this epic moment of running. The rich colors - ochre land, orange-red skyline - combined with the unique animation style create an atmosphere that is both primitive and artistic, highlighting her indomitable vitality.", + "seed": 5356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_6202_seed_5356_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04577433330123313, + "vlm_logprob": -0.04577433330123313, + "vlm_yes_no_margin": 4.124999976158142, + "vlm_token_credit": -0.04577433330123313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1431325525045395 + ], + "opposite_logprob_tokens": [ + -2.018132448196411 + ], + "logprob_reward": -0.1431325525045395, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1431325525045395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12979215383529663, + 0.0415627621114254, + 0.1465964913368225, + 0.035037316381931305, + 0.03930199518799782, + 0.08266223222017288, + 0.0676579549908638, + 0.1350782811641693, + 0.2473289668560028, + 0.07498183846473694 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.1431325525045395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866442829370499 + ], + "opposite_logprob_tokens": [ + -3.0486643314361572 + ], + "logprob_reward": -0.04866442829370499, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866442829370499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13838234543800354, + 0.025773046538233757, + 0.10317740589380264, + 0.03628897666931152, + 0.04763491824269295, + 0.048041932284832, + 0.04029896855354309, + 0.40422478318214417, + 0.06669826060533524, + 0.08947939425706863 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.04866442829370499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1729303002357483, + 0.11185645312070847, + 0.1370047926902771, + 0.046519383788108826, + 0.05292798578739166, + 0.1193503588438034, + 0.07614041119813919, + 0.10613589733839035, + 0.1098964661359787, + 0.0672379657626152 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057623490691185 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057623490691185, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057623490691185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19643346965312958, + 0.06446079164743423, + 0.07391566038131714, + 0.08747242391109467, + 0.04819219931960106, + 0.09200604259967804, + 0.19520628452301025, + 0.08100114017724991, + 0.05893189087510109, + 0.10238012671470642 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.02057623490691185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043442347669042647 + ], + "opposite_logprob_tokens": [ + -7.750434398651123 + ], + "logprob_reward": -0.00043442347669042647, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043442347669042647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14252828061580658, + 0.10823433101177216, + 0.1330980509519577, + 0.10498468577861786, + 0.06182863190770149, + 0.14933855831623077, + 0.08431358635425568, + 0.10425831377506256, + 0.061264049261808395, + 0.05015154182910919 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.00043442347669042647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot from a horizontal angle, the entire scene presented in a unique, richly colored frame-by-frame animation, focuses on a determined elderly woman. Her silver hair is pulled back in a tight bun, a few sweat-soaked strands clinging to her weathered cheeks. Her sunken eyes gleam with an unyielding gleam, and her pursed lips betray immense determination. Wearing a washed-out dark blue cotton blouse and dusty gray trousers, she runs with a powerful, insistent, and non-fluid rhythm down an unpaved country road. Each of her movements—from the powerful swing of her arms to the alternating, pounding footfalls—is broken down into a series of crisp, individual frames. Each step raises a small cloud of yellow dust, illuminated by the golden sunlight, behind her, which briefly lingers and tumbles in the air. The low-angle evening sun casts long, dramatic shadows on her figure, framing her silver hair with a warm halo. The road is flanked by dry fields and sparse weeds. In saturated warm tones, the whole world seems frozen in this epic moment of running. The rich colors - ochre land, orange-red skyline - combined with the unique animation style create an atmosphere that is both primitive and artistic, highlighting her indomitable vitality.", + "seed": 5357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_13/index_6202_seed_5357_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05547876801574603, + "vlm_logprob": -0.05547876801574603, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05547876801574603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20210176706314087 + ], + "opposite_logprob_tokens": [ + -1.702101707458496 + ], + "logprob_reward": -0.20210176706314087, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20210176706314087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5906839370727539, + 0.04736514016985893, + 0.028300320729613304, + 0.07069256156682968, + 0.07489527016878128, + 0.015825562179088593, + 0.12377914041280746, + 0.007748656440526247, + 0.02457842230796814, + 0.016130920499563217 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.20210176706314087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709973096847534 + ], + "opposite_logprob_tokens": [ + -3.40871000289917 + ], + "logprob_reward": -0.033709973096847534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709973096847534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.318459153175354, + 0.2336021065711975, + 0.04002770408987999, + 0.07899241894483566, + 0.1147424504160881, + 0.036136556416749954, + 0.06622271239757538, + 0.033288754522800446, + 0.04095788672566414, + 0.03757023066282272 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033709973096847534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072147637605667 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072147637605667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072147637605667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37654027342796326, + 0.05445491150021553, + 0.13191965222358704, + 0.05160295218229294, + 0.19609107077121735, + 0.02975296415388584, + 0.01187371090054512, + 0.05860793963074684, + 0.05104927346110344, + 0.038107264786958694 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.011072147637605667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979542873799801 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.02979542873799801, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979542873799801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5289322733879089, + 0.03665055334568024, + 0.10453378409147263, + 0.03586661443114281, + 0.049895502626895905, + 0.035800501704216, + 0.12014719098806381, + 0.035227466374635696, + 0.030400661751627922, + 0.02254544012248516 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.02979542873799801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with silver hair pulled back in a tight bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a washed-out dark blue cotton blouse and dusty gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman running down an unpaved country road with a powerful, non-fluid rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a unique, richly colored frame-by-frame animation style with crisp individual frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by dry fields, sparse weeds, and a golden sunset casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000714523543138057 + ], + "opposite_logprob_tokens": [ + -7.250714302062988 + ], + "logprob_reward": -0.000714523543138057, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.000714523543138057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33213067054748535, + 0.0869007408618927, + 0.14989474415779114, + 0.05074598640203476, + 0.17491890490055084, + 0.04167124256491661, + 0.025166381150484085, + 0.04074409231543541, + 0.05983301252126694, + 0.037994205951690674 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.000714523543138057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_tensor([7999, 7999])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_tensor([7999, 7999])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16959113c0c7d458b4571646f1fd551bf114abe3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_tensor([7999, 7999])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, medium close-up shot captures a vibrant, silver-haired elderly gentleman in a classically elegant Chinese study. He wears a dark blue cotton-linen, double-breasted Chinese-style shirt, his meticulously combed hair softly gleaming in the warm afternoon sun slanting through a side window. Before him lies a heavy mahogany desk, and in the background, antique shelves display ancient books and porcelain. The entire space is permeated with the tranquil scent of ink. His hands, marked by age but remarkably steady, carefully unroll a scroll of rice paper bound with a pale yellow brocade ribbon. With his unhurried movements, the scroll unfurls smoothly, revealing vibrant ink calligraphy, its brushstrokes vigorous and powerful. A smile of satisfaction and satisfaction graces his wrinkled face, and the fine lines around his eyes soften, his gaze filled with appreciation for art and a deep sense of nostalgia. The whole picture has warm tones and soft light and shadow, creating an atmosphere of tranquility, concentration and rich cultural heritage.", + "seed": 3214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_7999_seed_3214_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020123749691992997, + "vlm_logprob": -0.020123749691992997, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.020123749691992997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05527695268392563 + ], + "opposite_logprob_tokens": [ + -2.930276870727539 + ], + "logprob_reward": -0.05527695268392563, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05527695268392563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6724995374679565, + 0.04541921988129616, + 0.025290047749876976, + 0.021876906976103783, + 0.0321432463824749, + 0.022448662668466568, + 0.024787098169326782, + 0.03597396984696388, + 0.051449768245220184, + 0.06811158359050751 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.05527695268392563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005972040817141533 + ], + "opposite_logprob_tokens": [ + -5.130971908569336 + ], + "logprob_reward": -0.005972040817141533, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005972040817141533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31069666147232056, + 0.11703465133905411, + 0.058537229895591736, + 0.06312719732522964, + 0.04149721935391426, + 0.09438511729240417, + 0.05586725473403931, + 0.09942688792943954, + 0.0836414322257042, + 0.0757863000035286 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005972040817141533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808273538947105 + ], + "opposite_logprob_tokens": [ + -3.529808282852173 + ], + "logprob_reward": -0.029808273538947105, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808273538947105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43736404180526733, + 0.10189478099346161, + 0.03748709335923195, + 0.02273104526102543, + 0.04581865295767784, + 0.05043976381421089, + 0.045404259115457535, + 0.022313188761472702, + 0.1849377602338791, + 0.05160936340689659 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.029808273538947105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4449392855167389, + 0.19299474358558655, + 0.05885645002126694, + 0.03204395994544029, + 0.04288898780941963, + 0.031650640070438385, + 0.053169023245573044, + 0.06449397653341293, + 0.023074721917510033, + 0.05588822811841965 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005946207791566849 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5987998843193054, + 0.05908667668700218, + 0.030560046434402466, + 0.025219520553946495, + 0.029878990724682808, + 0.04369508475065231, + 0.05366604030132294, + 0.05776333436369896, + 0.06971269100904465, + 0.03161764144897461 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.003615273628383875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium close-up shot captures a vibrant, silver-haired elderly gentleman in a classically elegant Chinese study. He wears a dark blue cotton-linen, double-breasted Chinese-style shirt, his meticulously combed hair softly gleaming in the warm afternoon sun slanting through a side window. Before him lies a heavy mahogany desk, and in the background, antique shelves display ancient books and porcelain. The entire space is permeated with the tranquil scent of ink. His hands, marked by age but remarkably steady, carefully unroll a scroll of rice paper bound with a pale yellow brocade ribbon. With his unhurried movements, the scroll unfurls smoothly, revealing vibrant ink calligraphy, its brushstrokes vigorous and powerful. A smile of satisfaction and satisfaction graces his wrinkled face, and the fine lines around his eyes soften, his gaze filled with appreciation for art and a deep sense of nostalgia. The whole picture has warm tones and soft light and shadow, creating an atmosphere of tranquility, concentration and rich cultural heritage.", + "seed": 3215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_7999_seed_3215_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01297719106078148, + "vlm_logprob": -0.01297719106078148, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.01297719106078148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02351224422454834 + ], + "opposite_logprob_tokens": [ + -3.773512363433838 + ], + "logprob_reward": -0.02351224422454834, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02351224422454834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19335800409317017, + 0.027370817959308624, + 0.04158807918429375, + 0.10006467998027802, + 0.04761456325650215, + 0.2625010013580322, + 0.17386822402477264, + 0.06479242444038391, + 0.03458602726459503, + 0.05425618588924408 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.02351224422454834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004658204037696123 + ], + "opposite_logprob_tokens": [ + -5.379658222198486 + ], + "logprob_reward": -0.004658204037696123, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004658204037696123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15402752161026, + 0.05662255734205246, + 0.05239397659897804, + 0.06370216608047485, + 0.07414451986551285, + 0.11917472630739212, + 0.09942755848169327, + 0.0872117280960083, + 0.07202678918838501, + 0.2212684452533722 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.004658204037696123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805263504385948 + ], + "opposite_logprob_tokens": [ + -3.5298051834106445 + ], + "logprob_reward": -0.029805263504385948, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805263504385948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2517712414264679, + 0.06814833730459213, + 0.05291158705949783, + 0.24461284279823303, + 0.042404770851135254, + 0.051936667412519455, + 0.05658920481801033, + 0.09238553047180176, + 0.049579963088035583, + 0.08965983986854553 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.029805263504385948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2077098935842514, + 0.1462700366973877, + 0.03862287104129791, + 0.08246258646249771, + 0.03914240375161171, + 0.0645715519785881, + 0.12294185906648636, + 0.19827204942703247, + 0.05853043496608734, + 0.04147624969482422 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004092533141374588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028177103959023952 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028177103959023952, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028177103959023952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24549327790737152, + 0.044358257204294205, + 0.05484256520867348, + 0.19637446105480194, + 0.09042670577764511, + 0.09380562603473663, + 0.0964430421590805, + 0.066227488219738, + 0.03675257787108421, + 0.07527598738670349 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0028177103959023952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium close-up shot captures a vibrant, silver-haired elderly gentleman in a classically elegant Chinese study. He wears a dark blue cotton-linen, double-breasted Chinese-style shirt, his meticulously combed hair softly gleaming in the warm afternoon sun slanting through a side window. Before him lies a heavy mahogany desk, and in the background, antique shelves display ancient books and porcelain. The entire space is permeated with the tranquil scent of ink. His hands, marked by age but remarkably steady, carefully unroll a scroll of rice paper bound with a pale yellow brocade ribbon. With his unhurried movements, the scroll unfurls smoothly, revealing vibrant ink calligraphy, its brushstrokes vigorous and powerful. A smile of satisfaction and satisfaction graces his wrinkled face, and the fine lines around his eyes soften, his gaze filled with appreciation for art and a deep sense of nostalgia. The whole picture has warm tones and soft light and shadow, creating an atmosphere of tranquility, concentration and rich cultural heritage.", + "seed": 3216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_7999_seed_3216_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031211789511144162, + "vlm_logprob": -0.031211789511144162, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.031211789511144162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11358751356601715 + ], + "opposite_logprob_tokens": [ + -2.2385876178741455 + ], + "logprob_reward": -0.11358751356601715, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11358751356601715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28484174609184265, + 0.080518439412117, + 0.09755535423755646, + 0.0713232159614563, + 0.06765198707580566, + 0.06165614351630211, + 0.051080867648124695, + 0.08578985184431076, + 0.07480289041996002, + 0.12477952241897583 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.11358751356601715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822487831115723 + ], + "opposite_logprob_tokens": [ + -4.634822368621826 + ], + "logprob_reward": -0.009822487831115723, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009822487831115723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2217305451631546, + 0.0931091159582138, + 0.055444683879613876, + 0.02664949744939804, + 0.08742809295654297, + 0.20261012017726898, + 0.0766788199543953, + 0.09770815074443817, + 0.037342023104429245, + 0.10129893571138382 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.009822487831115723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360012590885162 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360012590885162, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360012590885162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10978624224662781, + 0.08933503925800323, + 0.08284657448530197, + 0.09061094373464584, + 0.20254753530025482, + 0.13382931053638458, + 0.05781420320272446, + 0.06686627864837646, + 0.038916658610105515, + 0.127447247505188 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.026360012590885162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23175324499607086, + 0.10679931938648224, + 0.11296804994344711, + 0.051197782158851624, + 0.08563722670078278, + 0.1769493669271469, + 0.04322301223874092, + 0.058180246502161026, + 0.037018585950136185, + 0.09627307206392288 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092888906598091 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092888906598091, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092888906598091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2058521956205368, + 0.10267160832881927, + 0.058527737855911255, + 0.06280303001403809, + 0.17022401094436646, + 0.09054543077945709, + 0.06903007626533508, + 0.07483838498592377, + 0.04525093361735344, + 0.12025657296180725 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.004092888906598091 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium close-up shot captures a vibrant, silver-haired elderly gentleman in a classically elegant Chinese study. He wears a dark blue cotton-linen, double-breasted Chinese-style shirt, his meticulously combed hair softly gleaming in the warm afternoon sun slanting through a side window. Before him lies a heavy mahogany desk, and in the background, antique shelves display ancient books and porcelain. The entire space is permeated with the tranquil scent of ink. His hands, marked by age but remarkably steady, carefully unroll a scroll of rice paper bound with a pale yellow brocade ribbon. With his unhurried movements, the scroll unfurls smoothly, revealing vibrant ink calligraphy, its brushstrokes vigorous and powerful. A smile of satisfaction and satisfaction graces his wrinkled face, and the fine lines around his eyes soften, his gaze filled with appreciation for art and a deep sense of nostalgia. The whole picture has warm tones and soft light and shadow, creating an atmosphere of tranquility, concentration and rich cultural heritage.", + "seed": 3217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_14/index_7999_seed_3217_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006862336350604892, + "vlm_logprob": -0.006862336350604892, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.006862336350604892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038182465359568596 + ], + "opposite_logprob_tokens": [ + -5.628818035125732 + ], + "logprob_reward": -0.0038182465359568596, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0038182465359568596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29602593183517456, + 0.09583509713411331, + 0.05903299152851105, + 0.06742838025093079, + 0.0444115549325943, + 0.1278195083141327, + 0.040524523705244064, + 0.062261950224637985, + 0.09265917539596558, + 0.11400093138217926 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0038182465359568596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627982921898365 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.003627982921898365, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627982921898365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18355518579483032, + 0.062476806342601776, + 0.0646447166800499, + 0.06682077050209045, + 0.07112112641334534, + 0.15464302897453308, + 0.07431476563215256, + 0.07429920881986618, + 0.1742735058069229, + 0.07385090738534927 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.003627982921898365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580321550369263 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.020580321550369263, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580321550369263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13866114616394043, + 0.06326232850551605, + 0.11503307521343231, + 0.05786094069480896, + 0.16614530980587006, + 0.0573001354932785, + 0.12980584800243378, + 0.0430755615234375, + 0.15959113836288452, + 0.0692645013332367 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.020580321550369263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021940225269645452 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021940225269645452, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021940225269645452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15112149715423584, + 0.07535204291343689, + 0.08594787865877151, + 0.05032756179571152, + 0.06248626857995987, + 0.06825731694698334, + 0.11996951699256897, + 0.12689360976219177, + 0.06901507824659348, + 0.1906292587518692 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0021940225269645452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly gentleman with silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue double-breasted Chinese-style shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man unrolling a scroll of rice paper bound with a pale yellow brocade ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a heavy mahogany desk and antique shelves with books and porcelain in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a slow medium close-up with warm tones and soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091108217835426 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091108217835426, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091108217835426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15278282761573792, + 0.04699474945664406, + 0.03290513530373573, + 0.05298418179154396, + 0.06737934798002243, + 0.16276733577251434, + 0.1281527429819107, + 0.152544304728508, + 0.11418488621711731, + 0.08930446952581406 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.004091108217835426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_tensor([9407, 9407])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_tensor([9407, 9407])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6d8e61fc36d4bd40434800ec7d06e038b8eed06e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_tensor([9407, 9407])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly zooming medium shot captures a man and woman in a tender embrace in the absolute center of a vast, empty ice rink. The man, his dark, shaggy hair peeking out from beneath a black woolen toque, wears a fitted dark gray thermal jacket and black pants; he holds the woman firmly, one hand gently resting on her back. The woman, her long light brown hair cascading over her shoulders, wears a cozy cream-colored knit sweater and dark leggings. She rests her cheek gently against his chest, her arms around his waist. They stand perfectly still on classic figure skates, their blades expertly carving the ice. With each gentle exhale, a visible plume of warm breath mixes with the frigid air before gently dissipating. The ice beneath them is a pristine, lustrous sheet, reflecting the focused light from above. A few soft spotlights shining from the high, dark ceiling cast a warm, isolated pool of light around them, allowing the texture of their clothing and the steam of their breath to stand out, while the surrounding tiered audience seats and the perimeter of the rink receded into deep, cool shadows. The atmosphere was one of profound tranquility and quiet intimacy, the warm connection between them a stark and beautiful contrast to the cold, hollow silence of the empty arena.", + "seed": 32662, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_9407_seed_32662_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04349415776086971, + "vlm_logprob": -0.04349415776086971, + "vlm_yes_no_margin": 3.999999976158142, + "vlm_token_credit": -0.04349415776086971, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12745174765586853 + ], + "opposite_logprob_tokens": [ + -2.1274516582489014 + ], + "logprob_reward": -0.12745174765586853, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12745174765586853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10163018852472305, + 0.05806468427181244, + 0.06427023559808731, + 0.09217921644449234, + 0.0791252851486206, + 0.09591062366962433, + 0.15316249430179596, + 0.14406712353229523, + 0.15621574223041534, + 0.055374424904584885 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.12745174765586853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008148210472427309 + ], + "opposite_logprob_tokens": [ + -7.125814914703369 + ], + "logprob_reward": -0.0008148210472427309, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008148210472427309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15971577167510986, + 0.110512875020504, + 0.056715235114097595, + 0.09148307889699936, + 0.0730789303779602, + 0.03729792684316635, + 0.2066948413848877, + 0.03529944643378258, + 0.11099442094564438, + 0.11820749938488007 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0008148210472427309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026366282254457474 + ], + "opposite_logprob_tokens": [ + -3.6513662338256836 + ], + "logprob_reward": -0.026366282254457474, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026366282254457474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634180784225464, + 0.09380628168582916, + 0.06160348281264305, + 0.0862952396273613, + 0.0407952256500721, + 0.060226861387491226, + 0.23068158328533173, + 0.09654456377029419, + 0.030911128968000412, + 0.22279375791549683 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.026366282254457474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048649102449417114 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.048649102449417114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048649102449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18462856113910675, + 0.0645396038889885, + 0.07200105488300323, + 0.10087300091981888, + 0.08765364438295364, + 0.05012844502925873, + 0.07917600870132446, + 0.16374845802783966, + 0.037261154502630234, + 0.1599900722503662 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.048649102449417114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188835397362709 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188835397362709, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188835397362709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20197051763534546, + 0.0951530784368515, + 0.05090009793639183, + 0.05020197853446007, + 0.056057702749967575, + 0.04608001932501793, + 0.03638934716582298, + 0.12626592814922333, + 0.06883500516414642, + 0.2681463658809662 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014188835397362709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming medium shot captures a man and woman in a tender embrace in the absolute center of a vast, empty ice rink. The man, his dark, shaggy hair peeking out from beneath a black woolen toque, wears a fitted dark gray thermal jacket and black pants; he holds the woman firmly, one hand gently resting on her back. The woman, her long light brown hair cascading over her shoulders, wears a cozy cream-colored knit sweater and dark leggings. She rests her cheek gently against his chest, her arms around his waist. They stand perfectly still on classic figure skates, their blades expertly carving the ice. With each gentle exhale, a visible plume of warm breath mixes with the frigid air before gently dissipating. The ice beneath them is a pristine, lustrous sheet, reflecting the focused light from above. A few soft spotlights shining from the high, dark ceiling cast a warm, isolated pool of light around them, allowing the texture of their clothing and the steam of their breath to stand out, while the surrounding tiered audience seats and the perimeter of the rink receded into deep, cool shadows. The atmosphere was one of profound tranquility and quiet intimacy, the warm connection between them a stark and beautiful contrast to the cold, hollow silence of the empty arena.", + "seed": 32663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_9407_seed_32663_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06017951387912035, + "vlm_logprob": -0.06017951387912035, + "vlm_yes_no_margin": 3.425000023841858, + "vlm_token_credit": -0.06017951387912035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1437739133834839 + ], + "opposite_logprob_tokens": [ + -2.0187740325927734 + ], + "logprob_reward": -0.1437739133834839, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1437739133834839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2732430696487427, + 0.03471970930695534, + 0.0355307012796402, + 0.11278335750102997, + 0.10867737978696823, + 0.047295428812503815, + 0.19903123378753662, + 0.06838950514793396, + 0.04431598633527756, + 0.07601368427276611 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.1437739133834839 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33900153636932373, + 0.10113774240016937, + 0.13878273963928223, + 0.06357146054506302, + 0.11482535302639008, + 0.10608066618442535, + 0.03311894088983536, + 0.030956139788031578, + 0.04105132818222046, + 0.03147408738732338 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263621024787426 + ], + "opposite_logprob_tokens": [ + -3.651362180709839 + ], + "logprob_reward": -0.0263621024787426, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263621024787426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3852764964103699, + 0.07205305248498917, + 0.04908189922571182, + 0.08942095935344696, + 0.06763667613267899, + 0.05353885889053345, + 0.10716932266950607, + 0.03978458791971207, + 0.03719649836421013, + 0.09884165972471237 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0263621024787426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294800043106079 + ], + "opposite_logprob_tokens": [ + -2.237947940826416 + ], + "logprob_reward": -0.11294800043106079, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294800043106079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21361032128334045, + 0.12667731940746307, + 0.0957709550857544, + 0.1898161917924881, + 0.0972718670964241, + 0.045305121690034866, + 0.053283821791410446, + 0.06285535544157028, + 0.05213286727666855, + 0.06327619403600693 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11294800043106079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107061468064785 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.01107061468064785, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107061468064785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20396840572357178, + 0.13756942749023438, + 0.0799512192606926, + 0.14808163046836853, + 0.06506797671318054, + 0.05870705842971802, + 0.14453637599945068, + 0.04450597986578941, + 0.06816969066858292, + 0.04944229498505592 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.01107061468064785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming medium shot captures a man and woman in a tender embrace in the absolute center of a vast, empty ice rink. The man, his dark, shaggy hair peeking out from beneath a black woolen toque, wears a fitted dark gray thermal jacket and black pants; he holds the woman firmly, one hand gently resting on her back. The woman, her long light brown hair cascading over her shoulders, wears a cozy cream-colored knit sweater and dark leggings. She rests her cheek gently against his chest, her arms around his waist. They stand perfectly still on classic figure skates, their blades expertly carving the ice. With each gentle exhale, a visible plume of warm breath mixes with the frigid air before gently dissipating. The ice beneath them is a pristine, lustrous sheet, reflecting the focused light from above. A few soft spotlights shining from the high, dark ceiling cast a warm, isolated pool of light around them, allowing the texture of their clothing and the steam of their breath to stand out, while the surrounding tiered audience seats and the perimeter of the rink receded into deep, cool shadows. The atmosphere was one of profound tranquility and quiet intimacy, the warm connection between them a stark and beautiful contrast to the cold, hollow silence of the empty arena.", + "seed": 32664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_9407_seed_32664_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04742247741669416, + "vlm_logprob": -0.04742247741669416, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.04742247741669416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1143672913312912 + ], + "opposite_logprob_tokens": [ + -2.2393672466278076 + ], + "logprob_reward": -0.1143672913312912, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1143672913312912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21610397100448608, + 0.039746083319187164, + 0.01968640834093094, + 0.024504436179995537, + 0.03647657111287117, + 0.10210568457841873, + 0.03214847296476364, + 0.03592823073267937, + 0.04332948103547096, + 0.44997066259384155 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.1143672913312912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013390155509114265 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013390155509114265, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013390155509114265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3298429250717163, + 0.0994570180773735, + 0.09822966903448105, + 0.04485287517309189, + 0.06498752534389496, + 0.06937509775161743, + 0.03987502306699753, + 0.04660511016845703, + 0.06667245179414749, + 0.14010240137577057 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0013390155509114265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086198389530182 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.016086198389530182, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086198389530182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5593051910400391, + 0.0743076428771019, + 0.04270896688103676, + 0.025435559451580048, + 0.046008866280317307, + 0.0418090894818306, + 0.025286320596933365, + 0.030903246253728867, + 0.03167857602238655, + 0.12255658954381943 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016086198389530182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897809892892838 + ], + "opposite_logprob_tokens": [ + -2.5789780616760254 + ], + "logprob_reward": -0.07897809892892838, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897809892892838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19569481909275055, + 0.04869740083813667, + 0.034973014146089554, + 0.05486045777797699, + 0.045068200677633286, + 0.07640120387077332, + 0.17458465695381165, + 0.15660426020622253, + 0.031084353104233742, + 0.18203163146972656 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.07897809892892838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634178288280964 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.02634178288280964, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634178288280964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11748240888118744, + 0.0822698175907135, + 0.056296247988939285, + 0.057264767587184906, + 0.03810984641313553, + 0.05029890686273575, + 0.06076138839125633, + 0.042492739856243134, + 0.03982730954885483, + 0.4551965594291687 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02634178288280964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming medium shot captures a man and woman in a tender embrace in the absolute center of a vast, empty ice rink. The man, his dark, shaggy hair peeking out from beneath a black woolen toque, wears a fitted dark gray thermal jacket and black pants; he holds the woman firmly, one hand gently resting on her back. The woman, her long light brown hair cascading over her shoulders, wears a cozy cream-colored knit sweater and dark leggings. She rests her cheek gently against his chest, her arms around his waist. They stand perfectly still on classic figure skates, their blades expertly carving the ice. With each gentle exhale, a visible plume of warm breath mixes with the frigid air before gently dissipating. The ice beneath them is a pristine, lustrous sheet, reflecting the focused light from above. A few soft spotlights shining from the high, dark ceiling cast a warm, isolated pool of light around them, allowing the texture of their clothing and the steam of their breath to stand out, while the surrounding tiered audience seats and the perimeter of the rink receded into deep, cool shadows. The atmosphere was one of profound tranquility and quiet intimacy, the warm connection between them a stark and beautiful contrast to the cold, hollow silence of the empty arena.", + "seed": 32665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_15/index_9407_seed_32665_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029074868489988148, + "vlm_logprob": -0.029074868489988148, + "vlm_yes_no_margin": 4.124999952316284, + "vlm_token_credit": -0.029074868489988148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030618134886026382 + ], + "opposite_logprob_tokens": [ + -3.530618190765381 + ], + "logprob_reward": -0.030618134886026382, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030618134886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750362366437912, + 0.0616917684674263, + 0.060102321207523346, + 0.19195424020290375, + 0.03974262252449989, + 0.06016937270760536, + 0.05278436094522476, + 0.0792507752776146, + 0.18226686120033264, + 0.09700139611959457 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.030618134886026382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015159078175202012 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015159078175202012, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015159078175202012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4032162129878998, + 0.07791608572006226, + 0.06782029569149017, + 0.07730323821306229, + 0.08444573730230331, + 0.06485909223556519, + 0.046813029795885086, + 0.04487396404147148, + 0.08021281659603119, + 0.05253951624035835 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0015159078175202012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080450266599655 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080450266599655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080450266599655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39432477951049805, + 0.051087602972984314, + 0.07454150915145874, + 0.06679750233888626, + 0.08210522681474686, + 0.09660355001688004, + 0.07666102051734924, + 0.04602716490626335, + 0.06643427163362503, + 0.04541739448904991 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.016080450266599655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897886633872986 + ], + "opposite_logprob_tokens": [ + -2.5789787769317627 + ], + "logprob_reward": -0.07897886633872986, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897886633872986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3727855682373047, + 0.055254317820072174, + 0.14652708172798157, + 0.08230946958065033, + 0.035452552139759064, + 0.1101953536272049, + 0.06808076798915863, + 0.03974459320306778, + 0.043284494429826736, + 0.046365782618522644 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.07897886633872986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring a man and a woman in a tender embrace at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast, empty ice rink with tiered audience seats receding into deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the characters wearing the specified outfits (man in dark gray thermal jacket and black woolen toque; woman in cream-colored knit sweater) and standing on figure skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible plume of warm breath from the characters that mixes with the frigid air and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in while spotlights cast a warm, isolated pool of light on the couple against a cool, shadowed background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3768100142478943, + 0.12718035280704498, + 0.161162331700325, + 0.11925657093524933, + 0.026898838579654694, + 0.043888241052627563, + 0.025619639083743095, + 0.03873946890234947, + 0.03359740972518921, + 0.046847160905599594 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018180983141064644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_tensor([8567, 8567])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_tensor([8567, 8567])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4bc3c329e8cf300a6654672f4a9906f9df2ce899 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_tensor([8567, 8567])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, low-angle, wide-angle shot slowly approaches a solitary, androgynous figure standing perfectly still on the deck of a futuristic vessel, completing a mooring maneuver. The figure wears a sleek, form-fitting dark gray uniform made of non-reflective nanotech fabric, with thin, luminous cyan lines along the seams. A full-face helmet conceals their identity, its polished black visor reflecting the chaotic city lights. They stand with poise and authority, their feet firmly planted on the damp, dark metal deck, which gleams in the ambient light. With a deep, resonant thud of massive, automated magnetic clamps, the vessel secures itself to the dock. Behind them, a vast port building of brutalist architecture stretches into the night sky, its vast surface crisscrossed with pulsing neon lines in electric blue and fuchsia. Large, gleaming holographic advertisements float lazily in the humid air between the buildings. This glowing, hyper-advanced cityscape forms a desolate fringe, ending abruptly where the vast dark mystery of an uncharted ocean begins, its inky surface stirred only by slow, ominous waves. The entire scene is bathed in a cool, high-contrast glow of neon and holograms, creating an atmosphere of profound loneliness and futuristic awe, with a palpable tension between the ordered, brightly lit world and the wild, uncharted darkness beyond.", + "seed": 13491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_8567_seed_13491_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07132976707071066, + "vlm_logprob": -0.07132976707071066, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07132976707071066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02411254122853279 + ], + "opposite_logprob_tokens": [ + -4.024112701416016 + ], + "logprob_reward": -0.02411254122853279, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02411254122853279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1481085866689682, + 0.025914326310157776, + 0.1188473030924797, + 0.04566965252161026, + 0.16059622168540955, + 0.031143153086304665, + 0.10402806103229523, + 0.054789602756500244, + 0.16414298117160797, + 0.14676007628440857 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02411254122853279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372875973582268 + ], + "opposite_logprob_tokens": [ + -3.408728837966919 + ], + "logprob_reward": -0.03372875973582268, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372875973582268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10892105102539062, + 0.02940302900969982, + 0.05792669951915741, + 0.02693868987262249, + 0.04333701729774475, + 0.03228788077831268, + 0.08699190616607666, + 0.08851860463619232, + 0.09854059666395187, + 0.42713457345962524 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03372875973582268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004149258136749 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004149258136749, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004149258136749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14571380615234375, + 0.05924157798290253, + 0.17694418132305145, + 0.06107877194881439, + 0.2903495132923126, + 0.035040657967329025, + 0.07115504145622253, + 0.024279674515128136, + 0.08179781585931778, + 0.05439894646406174 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.07004149258136749 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557608783245087 + ], + "opposite_logprob_tokens": [ + -1.6005760431289673 + ], + "logprob_reward": -0.22557608783245087, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557608783245087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08654354512691498, + 0.029487701132893562, + 0.07981058210134506, + 0.11830473691225052, + 0.08849114179611206, + 0.0861368328332901, + 0.18273527920246124, + 0.06987495720386505, + 0.14722509682178497, + 0.1113901361823082 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.22557608783245087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189953975379467 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003189953975379467, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189953975379467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.303023099899292, + 0.04870312288403511, + 0.11291374266147614, + 0.07521560788154602, + 0.08433417975902557, + 0.03309924528002739, + 0.12611977756023407, + 0.023266129195690155, + 0.035307932645082474, + 0.1580171436071396 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.003189953975379467 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide-angle shot slowly approaches a solitary, androgynous figure standing perfectly still on the deck of a futuristic vessel, completing a mooring maneuver. The figure wears a sleek, form-fitting dark gray uniform made of non-reflective nanotech fabric, with thin, luminous cyan lines along the seams. A full-face helmet conceals their identity, its polished black visor reflecting the chaotic city lights. They stand with poise and authority, their feet firmly planted on the damp, dark metal deck, which gleams in the ambient light. With a deep, resonant thud of massive, automated magnetic clamps, the vessel secures itself to the dock. Behind them, a vast port building of brutalist architecture stretches into the night sky, its vast surface crisscrossed with pulsing neon lines in electric blue and fuchsia. Large, gleaming holographic advertisements float lazily in the humid air between the buildings. This glowing, hyper-advanced cityscape forms a desolate fringe, ending abruptly where the vast dark mystery of an uncharted ocean begins, its inky surface stirred only by slow, ominous waves. The entire scene is bathed in a cool, high-contrast glow of neon and holograms, creating an atmosphere of profound loneliness and futuristic awe, with a palpable tension between the ordered, brightly lit world and the wild, uncharted darkness beyond.", + "seed": 13492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_8567_seed_13492_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05013245679438114, + "vlm_logprob": -0.05013245679438114, + "vlm_yes_no_margin": 3.600000023841858, + "vlm_token_credit": -0.05013245679438114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017813576385378838 + ], + "opposite_logprob_tokens": [ + -4.517813682556152 + ], + "logprob_reward": -0.017813576385378838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.017813576385378838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1651940494775772, + 0.10265784710645676, + 0.04711228981614113, + 0.06274902075529099, + 0.04365343227982521, + 0.09730011224746704, + 0.0791734829545021, + 0.13044261932373047, + 0.06899712979793549, + 0.20272007584571838 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.017813576385378838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818223789334297 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.029818223789334297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818223789334297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12161485105752945, + 0.07169871777296066, + 0.029952513054013252, + 0.028678715229034424, + 0.0336487777531147, + 0.13391907513141632, + 0.06886206567287445, + 0.18184047937393188, + 0.06101524084806442, + 0.2687695622444153 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.029818223789334297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497189983725548 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497189983725548, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497189983725548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2244015783071518, + 0.04825343191623688, + 0.043865449726581573, + 0.022039121016860008, + 0.03061646968126297, + 0.054877687245607376, + 0.03971444070339203, + 0.13459810614585876, + 0.06920423358678818, + 0.33242952823638916 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.05497189983725548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280810952186584 + ], + "opposite_logprob_tokens": [ + -2.017808198928833 + ], + "logprob_reward": -0.14280810952186584, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280810952186584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09649667888879776, + 0.046455901116132736, + 0.047140080481767654, + 0.11704905331134796, + 0.16466236114501953, + 0.10633496940135956, + 0.08992531895637512, + 0.06168878823518753, + 0.05306171998381615, + 0.21718508005142212 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.14280810952186584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250474438071251 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250474438071251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250474438071251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06605560332536697, + 0.05561698228120804, + 0.043916430324316025, + 0.03633636236190796, + 0.032311949878931046, + 0.14668689668178558, + 0.28164225816726685, + 0.07038791477680206, + 0.2056264877319336, + 0.06141917034983635 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.005250474438071251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide-angle shot slowly approaches a solitary, androgynous figure standing perfectly still on the deck of a futuristic vessel, completing a mooring maneuver. The figure wears a sleek, form-fitting dark gray uniform made of non-reflective nanotech fabric, with thin, luminous cyan lines along the seams. A full-face helmet conceals their identity, its polished black visor reflecting the chaotic city lights. They stand with poise and authority, their feet firmly planted on the damp, dark metal deck, which gleams in the ambient light. With a deep, resonant thud of massive, automated magnetic clamps, the vessel secures itself to the dock. Behind them, a vast port building of brutalist architecture stretches into the night sky, its vast surface crisscrossed with pulsing neon lines in electric blue and fuchsia. Large, gleaming holographic advertisements float lazily in the humid air between the buildings. This glowing, hyper-advanced cityscape forms a desolate fringe, ending abruptly where the vast dark mystery of an uncharted ocean begins, its inky surface stirred only by slow, ominous waves. The entire scene is bathed in a cool, high-contrast glow of neon and holograms, creating an atmosphere of profound loneliness and futuristic awe, with a palpable tension between the ordered, brightly lit world and the wild, uncharted darkness beyond.", + "seed": 13493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_8567_seed_13493_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09015893861651421, + "vlm_logprob": -0.09015893861651421, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09015893861651421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03959909453988075 + ], + "opposite_logprob_tokens": [ + -3.4145991802215576 + ], + "logprob_reward": -0.03959909453988075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03959909453988075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12088765949010849, + 0.07010283321142197, + 0.28397658467292786, + 0.02670254558324814, + 0.05781206488609314, + 0.1340564638376236, + 0.07314462959766388, + 0.04422474652528763, + 0.08309680968523026, + 0.10599566996097565 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.03959909453988075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309479892253876 + ], + "opposite_logprob_tokens": [ + -3.1680948734283447 + ], + "logprob_reward": -0.04309479892253876, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309479892253876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08687724173069, + 0.08968695253133774, + 0.08952351659536362, + 0.208332359790802, + 0.019158795475959778, + 0.227431520819664, + 0.0611867718398571, + 0.08533857017755508, + 0.05603142827749252, + 0.07643288373947144 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.04309479892253876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048683732748031616 + ], + "opposite_logprob_tokens": [ + -3.0486836433410645 + ], + "logprob_reward": -0.048683732748031616, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048683732748031616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09747446328401566, + 0.0631619468331337, + 0.43989863991737366, + 0.03703897073864937, + 0.04490524157881737, + 0.07812894135713577, + 0.05204254388809204, + 0.037910979241132736, + 0.040429022163152695, + 0.1090092882514 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.048683732748031616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281321257352829 + ], + "opposite_logprob_tokens": [ + -1.4063212871551514 + ], + "logprob_reward": -0.281321257352829, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281321257352829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11926614493131638, + 0.04515397176146507, + 0.22100694477558136, + 0.06278341263532639, + 0.14393837749958038, + 0.10688746720552444, + 0.05997670441865921, + 0.05284354090690613, + 0.08991087228059769, + 0.09823257476091385 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.281321257352829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095809519290924 + ], + "opposite_logprob_tokens": [ + -3.288095712661743 + ], + "logprob_reward": -0.038095809519290924, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095809519290924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.211296945810318, + 0.17068874835968018, + 0.16153964400291443, + 0.07186384499073029, + 0.062228012830019, + 0.08775272220373154, + 0.03872573375701904, + 0.026525050401687622, + 0.08103952556848526, + 0.08833979070186615 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038095809519290924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, wide-angle shot slowly approaches a solitary, androgynous figure standing perfectly still on the deck of a futuristic vessel, completing a mooring maneuver. The figure wears a sleek, form-fitting dark gray uniform made of non-reflective nanotech fabric, with thin, luminous cyan lines along the seams. A full-face helmet conceals their identity, its polished black visor reflecting the chaotic city lights. They stand with poise and authority, their feet firmly planted on the damp, dark metal deck, which gleams in the ambient light. With a deep, resonant thud of massive, automated magnetic clamps, the vessel secures itself to the dock. Behind them, a vast port building of brutalist architecture stretches into the night sky, its vast surface crisscrossed with pulsing neon lines in electric blue and fuchsia. Large, gleaming holographic advertisements float lazily in the humid air between the buildings. This glowing, hyper-advanced cityscape forms a desolate fringe, ending abruptly where the vast dark mystery of an uncharted ocean begins, its inky surface stirred only by slow, ominous waves. The entire scene is bathed in a cool, high-contrast glow of neon and holograms, creating an atmosphere of profound loneliness and futuristic awe, with a palpable tension between the ordered, brightly lit world and the wild, uncharted darkness beyond.", + "seed": 13494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_2/index_8567_seed_13494_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1433240506798029, + "vlm_logprob": -0.1433240506798029, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.1433240506798029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018289025872945786 + ], + "opposite_logprob_tokens": [ + -4.268289089202881 + ], + "logprob_reward": -0.018289025872945786, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018289025872945786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18670867383480072, + 0.1271541714668274, + 0.15470071136951447, + 0.049373917281627655, + 0.06530128419399261, + 0.06842043995857239, + 0.07360608130693436, + 0.0596906840801239, + 0.05748392641544342, + 0.15756015479564667 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.018289025872945786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381210558116436 + ], + "opposite_logprob_tokens": [ + -3.288120985031128 + ], + "logprob_reward": -0.0381210558116436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381210558116436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1485387533903122, + 0.29699423909187317, + 0.17048420011997223, + 0.054772235453128815, + 0.032836753875017166, + 0.03371011093258858, + 0.05127851665019989, + 0.025923294946551323, + 0.05313357710838318, + 0.13232828676700592 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0381210558116436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299720138311386 + ], + "opposite_logprob_tokens": [ + -3.7732996940612793 + ], + "logprob_reward": -0.023299720138311386, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299720138311386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1346932351589203, + 0.06637293100357056, + 0.10137435793876648, + 0.10697585344314575, + 0.1682056039571762, + 0.09902209043502808, + 0.06637909263372421, + 0.04686276614665985, + 0.051267337054014206, + 0.15884676575660706 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.023299720138311386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328166127204895 + ], + "opposite_logprob_tokens": [ + -0.7578166127204895 + ], + "logprob_reward": -0.6328166127204895, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328166127204895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07901009917259216, + 0.4493749141693115, + 0.06349273025989532, + 0.09542989730834961, + 0.04371132329106331, + 0.057658132165670395, + 0.04770176485180855, + 0.027770668268203735, + 0.03299287334084511, + 0.10285763442516327 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.6328166127204895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide-angle shot that slowly approaches the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure wearing a dark gray uniform with luminous cyan lines along the seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure wear a full-face helmet with a polished black visor reflecting city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive automated magnetic clamps shown securing the vessel to the dock with a deep thud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a brutalist port building with pulsing neon lines in electric blue and fuchsia?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093838855624199 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093838855624199, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093838855624199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051936566829681396, + 0.0915391594171524, + 0.10417149215936661, + 0.3243684768676758, + 0.09049628674983978, + 0.10774629563093185, + 0.034340981394052505, + 0.06615592539310455, + 0.07096586376428604, + 0.05827892944216728 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.004093838855624199 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_tensor([805, 805])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_tensor([805, 805])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5fc1aee741f989bde2216e599649743ae2b01dee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_tensor([805, 805])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, rapidly rotating camera captures a scene imbued with the aesthetic of freehand ink painting from a slightly bird's-eye view. Against a seemingly endless backdrop of rice paper, waves of varying shades of gray and light ink ripple and swirl, forming ever-shifting swirls and waves. A massive snake, pitch-black as thick ink, slithers through it in graceful yet powerful S-curves. Its scales are not clearly visible, blending into a profound black, as if created by a single stroke of a wolf-brush saturated with ink. Its massive body shifts the surrounding ink ripples, creating new variations and splashes of ink and long, lingering trails. The camera rapidly rotates around the snake's core, creating a dizzying visual effect, yet the snake's movements maintain a steady and deliberate rhythm, creating a striking contrast between movement and stillness. There is no clear light source in the entire scene. The sense of light comes entirely from the contrast between the white space on the rice paper background and the thick and thin ink colors. The main colors are extreme black, white and gray, creating a unique atmosphere that is both majestic and rich in classical oriental aesthetic Zen.", + "seed": 1599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_805_seed_1599_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15386886447668074, + "vlm_logprob": -0.15386886447668074, + "vlm_yes_no_margin": 2.824999988079071, + "vlm_token_credit": -0.15386886447668074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16107836365699768 + ], + "opposite_logprob_tokens": [ + -1.9110783338546753 + ], + "logprob_reward": -0.16107836365699768, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16107836365699768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1649831235408783, + 0.2042001336812973, + 0.04284927621483803, + 0.06485696882009506, + 0.15718300640583038, + 0.151833176612854, + 0.10332776606082916, + 0.013119883835315704, + 0.02355561964213848, + 0.07409113645553589 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.16107836365699768 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134915232658386 + ], + "opposite_logprob_tokens": [ + -1.4063491821289062 + ], + "logprob_reward": -0.28134915232658386, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134915232658386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2507711946964264, + 0.257944792509079, + 0.050047438591718674, + 0.1031273603439331, + 0.048607923090457916, + 0.10468082129955292, + 0.030290355905890465, + 0.04276929795742035, + 0.023861747235059738, + 0.08789917826652527 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.28134915232658386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003630833700299263 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.003630833700299263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003630833700299263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20834574103355408, + 0.2661585211753845, + 0.05723376199603081, + 0.04738922789692879, + 0.0856730043888092, + 0.12276661396026611, + 0.04023610055446625, + 0.04136490821838379, + 0.0426105260848999, + 0.08822154253721237 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.003630833700299263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134973645210266 + ], + "opposite_logprob_tokens": [ + -1.3134973049163818 + ], + "logprob_reward": -0.3134973645210266, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134973645210266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39255914092063904, + 0.11423976719379425, + 0.06462886929512024, + 0.08989820629358292, + 0.04784403368830681, + 0.082454152405262, + 0.09324675798416138, + 0.029818005859851837, + 0.05087969824671745, + 0.034431371837854385 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.3134973645210266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978860817849636 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.00978860817849636, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978860817849636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27082064747810364, + 0.23383942246437073, + 0.049015287309885025, + 0.02335057035088539, + 0.11739103496074677, + 0.06301616132259369, + 0.09522481262683868, + 0.024811863899230957, + 0.031838539987802505, + 0.09069161117076874 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00978860817849636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, rapidly rotating camera captures a scene imbued with the aesthetic of freehand ink painting from a slightly bird's-eye view. Against a seemingly endless backdrop of rice paper, waves of varying shades of gray and light ink ripple and swirl, forming ever-shifting swirls and waves. A massive snake, pitch-black as thick ink, slithers through it in graceful yet powerful S-curves. Its scales are not clearly visible, blending into a profound black, as if created by a single stroke of a wolf-brush saturated with ink. Its massive body shifts the surrounding ink ripples, creating new variations and splashes of ink and long, lingering trails. The camera rapidly rotates around the snake's core, creating a dizzying visual effect, yet the snake's movements maintain a steady and deliberate rhythm, creating a striking contrast between movement and stillness. There is no clear light source in the entire scene. The sense of light comes entirely from the contrast between the white space on the rice paper background and the thick and thin ink colors. The main colors are extreme black, white and gray, creating a unique atmosphere that is both majestic and rich in classical oriental aesthetic Zen.", + "seed": 1600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_805_seed_1600_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5242064451798797, + "vlm_logprob": -0.5242064451798797, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.5242064451798797, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012771598063409328 + ], + "opposite_logprob_tokens": [ + -4.3877716064453125 + ], + "logprob_reward": -0.012771598063409328, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012771598063409328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26826342940330505, + 0.04308116436004639, + 0.04046926274895668, + 0.08689653873443604, + 0.1793546825647354, + 0.09085024148225784, + 0.14050665497779846, + 0.06571419537067413, + 0.03574671596288681, + 0.04911705479025841 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012771598063409328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556866705417633 + ], + "opposite_logprob_tokens": [ + -1.6005686521530151 + ], + "logprob_reward": -0.22556866705417633, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556866705417633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1955600529909134, + 0.20024211704730988, + 0.08990540355443954, + 0.08232607692480087, + 0.11467792838811874, + 0.04509667679667473, + 0.10782424360513687, + 0.09597930312156677, + 0.01832962967455387, + 0.05005858466029167 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.22556866705417633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205524697899818 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205524697899818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205524697899818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20624902844429016, + 0.11841151118278503, + 0.09675797820091248, + 0.14094942808151245, + 0.11028162389993668, + 0.05359077826142311, + 0.07924376428127289, + 0.08544563502073288, + 0.04302169382572174, + 0.06604856252670288 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014205524697899818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.350280284881592 + ], + "opposite_logprob_tokens": [ + -0.10028034448623657 + ], + "logprob_reward": -2.350280284881592, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.350280284881592, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.205932155251503, + 0.13214386999607086, + 0.07862581312656403, + 0.11109404265880585, + 0.101860910654068, + 0.06810171902179718, + 0.13186468183994293, + 0.06542043387889862, + 0.040013596415519714, + 0.06494276225566864 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -2.350280284881592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206151202321053 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.018206151202321053, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018206151202321053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2011893093585968, + 0.12557677924633026, + 0.0825984850525856, + 0.09407401084899902, + 0.11677411943674088, + 0.08820321410894394, + 0.1142234355211258, + 0.08756932616233826, + 0.04324067011475563, + 0.04655061289668083 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018206151202321053 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dynamic, rapidly rotating camera captures a scene imbued with the aesthetic of freehand ink painting from a slightly bird's-eye view. Against a seemingly endless backdrop of rice paper, waves of varying shades of gray and light ink ripple and swirl, forming ever-shifting swirls and waves. A massive snake, pitch-black as thick ink, slithers through it in graceful yet powerful S-curves. Its scales are not clearly visible, blending into a profound black, as if created by a single stroke of a wolf-brush saturated with ink. Its massive body shifts the surrounding ink ripples, creating new variations and splashes of ink and long, lingering trails. The camera rapidly rotates around the snake's core, creating a dizzying visual effect, yet the snake's movements maintain a steady and deliberate rhythm, creating a striking contrast between movement and stillness. There is no clear light source in the entire scene. The sense of light comes entirely from the contrast between the white space on the rice paper background and the thick and thin ink colors. The main colors are extreme black, white and gray, creating a unique atmosphere that is both majestic and rich in classical oriental aesthetic Zen.", + "seed": 1601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_805_seed_1601_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15583801218308507, + "vlm_logprob": -0.15583801218308507, + "vlm_yes_no_margin": 2.899999976158142, + "vlm_token_credit": -0.15583801218308507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1281338632106781 + ], + "opposite_logprob_tokens": [ + -2.128133773803711 + ], + "logprob_reward": -0.1281338632106781, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1281338632106781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15420137345790863, + 0.5844811201095581, + 0.04114985093474388, + 0.03393416479229927, + 0.04306778311729431, + 0.0261129941791296, + 0.03239109739661217, + 0.0105735519900918, + 0.020144976675510406, + 0.05394306778907776 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.1281338632106781 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521064579486847 + ], + "opposite_logprob_tokens": [ + -1.5021064281463623 + ], + "logprob_reward": -0.2521064579486847, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521064579486847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05776446312665939, + 0.5939490795135498, + 0.03021942265331745, + 0.08308830112218857, + 0.03830275684595108, + 0.057757217437028885, + 0.024737592786550522, + 0.0208263099193573, + 0.012152890674769878, + 0.08120188117027283 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.2521064579486847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032038569916039705 + ], + "opposite_logprob_tokens": [ + -5.753203868865967 + ], + "logprob_reward": -0.0032038569916039705, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032038569916039705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15224580466747284, + 0.45554542541503906, + 0.05754038691520691, + 0.043908096849918365, + 0.05069738253951073, + 0.04112754017114639, + 0.022987930104136467, + 0.021668672561645508, + 0.03193917125463486, + 0.12233955413103104 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0032038569916039705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871035873889923 + ], + "opposite_logprob_tokens": [ + -1.13710355758667 + ], + "logprob_reward": -0.3871035873889923, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871035873889923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0851743221282959, + 0.6398773789405823, + 0.045043982565402985, + 0.04336591064929962, + 0.0755486860871315, + 0.01341028232127428, + 0.012677071616053581, + 0.02094235084950924, + 0.03866976499557495, + 0.025290310382843018 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.3871035873889923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2884145677089691, + 0.3428424000740051, + 0.06212976574897766, + 0.05536999553442001, + 0.04613426700234413, + 0.03492121770977974, + 0.036271218210458755, + 0.022722991183400154, + 0.03347434476017952, + 0.0777193158864975 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008642295375466347 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, rapidly rotating camera captures a scene imbued with the aesthetic of freehand ink painting from a slightly bird's-eye view. Against a seemingly endless backdrop of rice paper, waves of varying shades of gray and light ink ripple and swirl, forming ever-shifting swirls and waves. A massive snake, pitch-black as thick ink, slithers through it in graceful yet powerful S-curves. Its scales are not clearly visible, blending into a profound black, as if created by a single stroke of a wolf-brush saturated with ink. Its massive body shifts the surrounding ink ripples, creating new variations and splashes of ink and long, lingering trails. The camera rapidly rotates around the snake's core, creating a dizzying visual effect, yet the snake's movements maintain a steady and deliberate rhythm, creating a striking contrast between movement and stillness. There is no clear light source in the entire scene. The sense of light comes entirely from the contrast between the white space on the rice paper background and the thick and thin ink colors. The main colors are extreme black, white and gray, creating a unique atmosphere that is both majestic and rich in classical oriental aesthetic Zen.", + "seed": 1602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_3/index_805_seed_1602_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4327769280876964, + "vlm_logprob": -0.4327769280876964, + "vlm_yes_no_margin": 3.500000023841858, + "vlm_token_credit": -0.4327769280876964, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009076761081814766 + ], + "opposite_logprob_tokens": [ + -4.7590765953063965 + ], + "logprob_reward": -0.009076761081814766, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009076761081814766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25249728560447693, + 0.09622106701135635, + 0.12391766905784607, + 0.05884573608636856, + 0.1233106255531311, + 0.04958708584308624, + 0.09080550074577332, + 0.0635521337389946, + 0.060248591005802155, + 0.0810142531991005 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.009076761081814766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090068146586418 + ], + "opposite_logprob_tokens": [ + -4.511090278625488 + ], + "logprob_reward": -0.011090068146586418, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090068146586418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16420398652553558, + 0.14476287364959717, + 0.0962340235710144, + 0.06954216212034225, + 0.18277956545352936, + 0.07956525683403015, + 0.029393410310149193, + 0.04492728039622307, + 0.09861598163843155, + 0.08997541666030884 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011090068146586418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493250882253051 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493250882253051, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493250882253051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18948227167129517, + 0.04997725412249565, + 0.31640467047691345, + 0.022759687155485153, + 0.09030187129974365, + 0.030378244817256927, + 0.06676916778087616, + 0.08275817334651947, + 0.09762897342443466, + 0.05353962630033493 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.002493250882253051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127009868621826 + ], + "opposite_logprob_tokens": [ + -0.12700994312763214 + ], + "logprob_reward": -2.127009868621826, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.127009868621826, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31011685729026794, + 0.061413396149873734, + 0.06003592163324356, + 0.028004389256238937, + 0.05620655044913292, + 0.040924426168203354, + 0.12019512802362442, + 0.04273171350359917, + 0.16983728110790253, + 0.11053430289030075 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -2.127009868621826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a freehand ink painting style with a rice paper background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive pitch-black snake visible slithering through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do waves of varying shades of gray and light ink ripple and swirl around the snake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly rotate around the snake's core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene devoid of a clear light source, relying only on contrast between white space and ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214691706001759 + ], + "opposite_logprob_tokens": [ + -4.264214515686035 + ], + "logprob_reward": -0.014214691706001759, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214691706001759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3114144206047058, + 0.07264098525047302, + 0.11357885599136353, + 0.03844345360994339, + 0.051248084753751755, + 0.04262235015630722, + 0.1209552213549614, + 0.06606234610080719, + 0.11213090270757675, + 0.07090336829423904 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.014214691706001759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_tensor([1116, 1116])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_tensor([1116, 1116])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7b0ad3cba2becd7915b68256e4d88741a0f883 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_tensor([1116, 1116])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium shot captures the sudden eruption of a dented, gray metal school locker in a long, empty hallway. The cool, sterile glow of overhead fluorescent lights casts sharp reflections on the polished linoleum tile floor as a violent torrent of books forcefully erupts from the locker's dark interior. Colorful paperbacks with worn, vibrant covers and heavy, glossy hardcover textbooks burst outward in a chaotic cascade. Some books hover in the air, their pages fluttering, while heavier volumes plummet downward, landing on the ground with a jarring impact. They leap, slide, and tumble across the floor, forming a chaotic heap. One paperback spins briefly on its corner before collapsing, its pages splayed open. This swift, explosive action creates a startling atmosphere of sudden, controlled chaos in the otherwise quiet, orderly school corridor.", + "seed": 16588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_1116_seed_16588_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03886117152869702, + "vlm_logprob": -0.03886117152869702, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03886117152869702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03399023786187172 + ], + "opposite_logprob_tokens": [ + -3.4089901447296143 + ], + "logprob_reward": -0.03399023786187172, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03399023786187172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06306636333465576, + 0.09988103061914444, + 0.07634025067090988, + 0.31384986639022827, + 0.08774825930595398, + 0.05071414262056351, + 0.0475783497095108, + 0.18969707190990448, + 0.02227543108165264, + 0.04884927347302437 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.03399023786187172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1999393105506897, + 0.06906426697969437, + 0.05581141635775566, + 0.34056153893470764, + 0.03504905849695206, + 0.04971461743116379, + 0.05426185950636864, + 0.13263188302516937, + 0.036332327872514725, + 0.026633774861693382 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0891747921705246, + 0.5229610800743103, + 0.11073708534240723, + 0.040526051074266434, + 0.04751257970929146, + 0.048284243792295456, + 0.03589804843068123, + 0.039543211460113525, + 0.026790648698806763, + 0.038572195917367935 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721895098686218, + 0.12293582409620285, + 0.13150396943092346, + 0.08583590388298035, + 0.13370540738105774, + 0.15864701569080353, + 0.12063873559236526, + 0.056804344058036804, + 0.029463795945048332, + 0.053246062248945236 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.00464171078056097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278288185596466 + ], + "opposite_logprob_tokens": [ + -2.0177829265594482 + ], + "logprob_reward": -0.14278288185596466, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278288185596466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0625067949295044, + 0.2365097999572754, + 0.07584916055202484, + 0.05893274396657944, + 0.053176648914813995, + 0.128525972366333, + 0.048922620713710785, + 0.27200838923454285, + 0.027547752484679222, + 0.03602009266614914 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.14278288185596466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures the sudden eruption of a dented, gray metal school locker in a long, empty hallway. The cool, sterile glow of overhead fluorescent lights casts sharp reflections on the polished linoleum tile floor as a violent torrent of books forcefully erupts from the locker's dark interior. Colorful paperbacks with worn, vibrant covers and heavy, glossy hardcover textbooks burst outward in a chaotic cascade. Some books hover in the air, their pages fluttering, while heavier volumes plummet downward, landing on the ground with a jarring impact. They leap, slide, and tumble across the floor, forming a chaotic heap. One paperback spins briefly on its corner before collapsing, its pages splayed open. This swift, explosive action creates a startling atmosphere of sudden, controlled chaos in the otherwise quiet, orderly school corridor.", + "seed": 16589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_1116_seed_16589_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03477517003193498, + "vlm_logprob": -0.03477517003193498, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03477517003193498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030102591961622238 + ], + "opposite_logprob_tokens": [ + -3.530102491378784 + ], + "logprob_reward": -0.030102591961622238, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030102591961622238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.241551473736763, + 0.07265112549066544, + 0.07072155177593231, + 0.3139706552028656, + 0.04241032153367996, + 0.07583348453044891, + 0.04086809977889061, + 0.07557317614555359, + 0.03838500753045082, + 0.028035137802362442 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.030102591961622238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264348816126585 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264348816126585, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264348816126585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22038954496383667, + 0.155985489487648, + 0.10422573238611221, + 0.17623364925384521, + 0.07390177249908447, + 0.04531366750597954, + 0.0658092349767685, + 0.03736927732825279, + 0.07370226085186005, + 0.04706936702132225 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005264348816126585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08028146624565125, + 0.08179893344640732, + 0.07995902001857758, + 0.5449070334434509, + 0.08286353945732117, + 0.03889574110507965, + 0.03676360100507736, + 0.01918494701385498, + 0.016687700524926186, + 0.01865805685520172 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028257938101887703 + ], + "opposite_logprob_tokens": [ + -5.877825736999512 + ], + "logprob_reward": -0.0028257938101887703, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028257938101887703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0896887555718422, + 0.06076443940401077, + 0.08108841627836227, + 0.3116045892238617, + 0.05680413544178009, + 0.10373549163341522, + 0.11749973148107529, + 0.10791129618883133, + 0.03143516555428505, + 0.039468035101890564 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.0028257938101887703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703420221805573 + ], + "opposite_logprob_tokens": [ + -2.1270341873168945 + ], + "logprob_reward": -0.12703420221805573, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703420221805573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.192749485373497, + 0.11741269379854202, + 0.10365024209022522, + 0.08641057461500168, + 0.05118494853377342, + 0.0926457867026329, + 0.10405171662569046, + 0.058083426207304, + 0.09384728223085403, + 0.09996377676725388 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.12703420221805573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures the sudden eruption of a dented, gray metal school locker in a long, empty hallway. The cool, sterile glow of overhead fluorescent lights casts sharp reflections on the polished linoleum tile floor as a violent torrent of books forcefully erupts from the locker's dark interior. Colorful paperbacks with worn, vibrant covers and heavy, glossy hardcover textbooks burst outward in a chaotic cascade. Some books hover in the air, their pages fluttering, while heavier volumes plummet downward, landing on the ground with a jarring impact. They leap, slide, and tumble across the floor, forming a chaotic heap. One paperback spins briefly on its corner before collapsing, its pages splayed open. This swift, explosive action creates a startling atmosphere of sudden, controlled chaos in the otherwise quiet, orderly school corridor.", + "seed": 16590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_1116_seed_16590_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07626732299104333, + "vlm_logprob": -0.07626732299104333, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.07626732299104333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20187431573867798 + ], + "opposite_logprob_tokens": [ + -1.7018742561340332 + ], + "logprob_reward": -0.20187431573867798, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20187431573867798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051882412284612656, + 0.3546837270259857, + 0.07970643788576126, + 0.061059627681970596, + 0.04061662405729294, + 0.030556734651327133, + 0.04037713631987572, + 0.049388494342565536, + 0.235304057598114, + 0.05642478168010712 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.20187431573867798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640188094228506 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640188094228506, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640188094228506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0737079605460167, + 0.30192482471466064, + 0.02442578412592411, + 0.17405349016189575, + 0.023583320900797844, + 0.046317070722579956, + 0.06065726652741432, + 0.02358222007751465, + 0.24508561193943024, + 0.02666242979466915 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.007640188094228506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864654965698719 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.00864654965698719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864654965698719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08010661602020264, + 0.18345436453819275, + 0.08184048533439636, + 0.13822400569915771, + 0.06913746893405914, + 0.054023101925849915, + 0.07282217592000961, + 0.05628056451678276, + 0.1491864174604416, + 0.11492476612329483 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.00864654965698719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282187107950449 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.00282187107950449, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282187107950449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10348375886678696, + 0.3261873126029968, + 0.061508435755968094, + 0.10085006803274155, + 0.0832182839512825, + 0.05434072017669678, + 0.05322984233498573, + 0.04342535138130188, + 0.10467296093702316, + 0.06908324360847473 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.00282187107950449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035369038581848 + ], + "opposite_logprob_tokens": [ + -1.910353660583496 + ], + "logprob_reward": -0.16035369038581848, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035369038581848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08530568331480026, + 0.3404006361961365, + 0.05730782821774483, + 0.03523622825741768, + 0.04239863157272339, + 0.05154405161738396, + 0.2146371454000473, + 0.018750745803117752, + 0.07136276364326477, + 0.08305633068084717 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.16035369038581848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures the sudden eruption of a dented, gray metal school locker in a long, empty hallway. The cool, sterile glow of overhead fluorescent lights casts sharp reflections on the polished linoleum tile floor as a violent torrent of books forcefully erupts from the locker's dark interior. Colorful paperbacks with worn, vibrant covers and heavy, glossy hardcover textbooks burst outward in a chaotic cascade. Some books hover in the air, their pages fluttering, while heavier volumes plummet downward, landing on the ground with a jarring impact. They leap, slide, and tumble across the floor, forming a chaotic heap. One paperback spins briefly on its corner before collapsing, its pages splayed open. This swift, explosive action creates a startling atmosphere of sudden, controlled chaos in the otherwise quiet, orderly school corridor.", + "seed": 16591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_4/index_1116_seed_16591_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10550227109342813, + "vlm_logprob": -0.10550227109342813, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.10550227109342813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2257581502199173 + ], + "opposite_logprob_tokens": [ + -1.6007581949234009 + ], + "logprob_reward": -0.2257581502199173, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2257581502199173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07611479610204697, + 0.04216894134879112, + 0.06628920882940292, + 0.08598332852125168, + 0.10287268459796906, + 0.05975505709648132, + 0.1706658899784088, + 0.13695375621318817, + 0.19556671380996704, + 0.0636296197772026 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.2257581502199173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265178624540567 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265178624540567, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265178624540567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11817897111177444, + 0.1314752846956253, + 0.18815375864505768, + 0.10027456283569336, + 0.06267562508583069, + 0.08263123035430908, + 0.13134805858135223, + 0.060927864164114, + 0.045392122119665146, + 0.07894253730773926 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.005265178624540567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080636642873287 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080636642873287, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080636642873287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11765752732753754, + 0.06600520014762878, + 0.3095746338367462, + 0.0919150561094284, + 0.057067807763814926, + 0.06356780230998993, + 0.0940009206533432, + 0.06375638395547867, + 0.07112766802310944, + 0.0653269812464714 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.011080636642873287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13240592181682587, + 0.05668167024850845, + 0.11603033542633057, + 0.0781053826212883, + 0.2573387026786804, + 0.07185418903827667, + 0.05599081143736839, + 0.10736600309610367, + 0.05130261555314064, + 0.07292433083057404 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004097993951290846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dented, gray metal school locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a long, empty hallway with polished linoleum tile flooring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful paperbacks and heavy glossy hardcover textbooks erupt violently from the locker?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some books hover in the air with fluttering pages while others plummet to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813093960285187 + ], + "opposite_logprob_tokens": [ + -1.4063093662261963 + ], + "logprob_reward": -0.2813093960285187, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813093960285187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0631861612200737, + 0.08847171068191528, + 0.09079127013683319, + 0.05156178027391434, + 0.12436071038246155, + 0.048096731305122375, + 0.3738534450531006, + 0.05231649801135063, + 0.042829085141420364, + 0.06453262269496918 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.2813093960285187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_tensor([8186, 8186])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_tensor([8186, 8186])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aac2b2d86b0e774114b379d75543ae9b4dd7f4d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_tensor([8186, 8186])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a first-person handheld perspective, the camera gently pans with each step as the film slowly journeys through a ghostly bamboo forest shrouded in frost. The bamboo here is truly extraordinary. Its poles possess a translucent crystalline texture, emitting a soft, mysterious, cold blue glow from within, casting a dreamlike shadow on the surrounding snow. Its surface is coated with delicate, shimmering frost patterns. Visible white air curls through the bamboo forest like a veil, interplaying with the icicles condensed on the leaves. The entire scene is bathed in a nostalgic anime aesthetic, with a slight soft focus and glow effect that accentuates the dreamlike silhouettes of the luminescent bamboo, creating the illusion of tiny particles of light floating in the air. The camera steadily advances, occasionally glancing upward to the crystalline dome formed by the translucent bamboo leaves. The thick, soft snow beneath our feet absorbs all sound, leaving only the faint rustle of progress. The main colors are a combination of cool colors of ice blue, pure white and silver-gray, creating an atmosphere of extreme tranquility, mystery and a hint of loneliness, leading the audience to immersively explore this fantasy ice and snow world that sparkles with inner light in silence.", + "seed": 7116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_8186_seed_7116_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027654567267745733, + "vlm_logprob": -0.027654567267745733, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.027654567267745733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10957934707403183 + ], + "opposite_logprob_tokens": [ + -2.35957932472229 + ], + "logprob_reward": -0.10957934707403183, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10957934707403183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11556531488895416, + 0.08698493242263794, + 0.09460019320249557, + 0.09701691567897797, + 0.06566309928894043, + 0.06935078650712967, + 0.07039099931716919, + 0.09673264622688293, + 0.07337730377912521, + 0.23031781613826752 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10957934707403183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210716545581818 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.018210716545581818, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018210716545581818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17548750340938568, + 0.034546129405498505, + 0.23519563674926758, + 0.024021225050091743, + 0.02986367791891098, + 0.01555266510695219, + 0.030099162831902504, + 0.088483065366745, + 0.04996442049741745, + 0.316786527633667 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.018210716545581818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031925681978464127 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031925681978464127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031925681978464127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18364091217517853, + 0.061972733587026596, + 0.11876676231622696, + 0.10584687441587448, + 0.06058733910322189, + 0.06548324972391129, + 0.05829809233546257, + 0.07353053241968155, + 0.03602577745914459, + 0.23584774136543274 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0031925681978464127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040996563620865345 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040996563620865345, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040996563620865345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05422301962971687, + 0.03835076093673706, + 0.02931872569024563, + 0.020935967564582825, + 0.019538894295692444, + 0.021678660064935684, + 0.013242543675005436, + 0.04490864276885986, + 0.021926671266555786, + 0.7358761429786682 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0040996563620865345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031905481591820717 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.0031905481591820717, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031905481591820717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09605813026428223, + 0.028628621250391006, + 0.2525612711906433, + 0.03423721715807915, + 0.039665523916482925, + 0.016463974490761757, + 0.027253275737166405, + 0.03987418860197067, + 0.05334696173667908, + 0.4119108021259308 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0031905481591820717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person handheld perspective, the camera gently pans with each step as the film slowly journeys through a ghostly bamboo forest shrouded in frost. The bamboo here is truly extraordinary. Its poles possess a translucent crystalline texture, emitting a soft, mysterious, cold blue glow from within, casting a dreamlike shadow on the surrounding snow. Its surface is coated with delicate, shimmering frost patterns. Visible white air curls through the bamboo forest like a veil, interplaying with the icicles condensed on the leaves. The entire scene is bathed in a nostalgic anime aesthetic, with a slight soft focus and glow effect that accentuates the dreamlike silhouettes of the luminescent bamboo, creating the illusion of tiny particles of light floating in the air. The camera steadily advances, occasionally glancing upward to the crystalline dome formed by the translucent bamboo leaves. The thick, soft snow beneath our feet absorbs all sound, leaving only the faint rustle of progress. The main colors are a combination of cool colors of ice blue, pure white and silver-gray, creating an atmosphere of extreme tranquility, mystery and a hint of loneliness, leading the audience to immersively explore this fantasy ice and snow world that sparkles with inner light in silence.", + "seed": 7117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_8186_seed_7117_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03221219088882208, + "vlm_logprob": -0.03221219088882208, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03221219088882208, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12791360914707184 + ], + "opposite_logprob_tokens": [ + -2.2529137134552 + ], + "logprob_reward": -0.12791360914707184, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12791360914707184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06691130250692368, + 0.06647330522537231, + 0.4048866033554077, + 0.02003217302262783, + 0.042941220104694366, + 0.06794729083776474, + 0.047583285719156265, + 0.1415233314037323, + 0.0945497378706932, + 0.04715176671743393 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.12791360914707184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214697018265724 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214697018265724, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214697018265724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12165709584951401, + 0.04377416521310806, + 0.3786165714263916, + 0.031815748661756516, + 0.04727194458246231, + 0.031585704535245895, + 0.03277842700481415, + 0.21687051653862, + 0.025401141494512558, + 0.07022865861654282 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.018214697018265724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737728603184223 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737728603184223, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737728603184223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10764876008033752, + 0.12135320901870728, + 0.22727788984775543, + 0.045596931129693985, + 0.029612736776471138, + 0.042948439717292786, + 0.014761991798877716, + 0.21241524815559387, + 0.13260017335414886, + 0.06578461080789566 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.006737728603184223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410214951261878 + ], + "opposite_logprob_tokens": [ + -5.5041022300720215 + ], + "logprob_reward": -0.00410214951261878, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410214951261878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16936296224594116, + 0.061568692326545715, + 0.09805041551589966, + 0.04595637321472168, + 0.04557770490646362, + 0.1434077024459839, + 0.03887120634317398, + 0.16232027113437653, + 0.14646290242671967, + 0.08842183649539948 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00410214951261878 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092770162969828 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092770162969828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092770162969828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12915658950805664, + 0.03911101445555687, + 0.20124827325344086, + 0.08028436452150345, + 0.12441962212324142, + 0.0281651820987463, + 0.06652023643255234, + 0.16011282801628113, + 0.10578438639640808, + 0.06519755721092224 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.004092770162969828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person handheld perspective, the camera gently pans with each step as the film slowly journeys through a ghostly bamboo forest shrouded in frost. The bamboo here is truly extraordinary. Its poles possess a translucent crystalline texture, emitting a soft, mysterious, cold blue glow from within, casting a dreamlike shadow on the surrounding snow. Its surface is coated with delicate, shimmering frost patterns. Visible white air curls through the bamboo forest like a veil, interplaying with the icicles condensed on the leaves. The entire scene is bathed in a nostalgic anime aesthetic, with a slight soft focus and glow effect that accentuates the dreamlike silhouettes of the luminescent bamboo, creating the illusion of tiny particles of light floating in the air. The camera steadily advances, occasionally glancing upward to the crystalline dome formed by the translucent bamboo leaves. The thick, soft snow beneath our feet absorbs all sound, leaving only the faint rustle of progress. The main colors are a combination of cool colors of ice blue, pure white and silver-gray, creating an atmosphere of extreme tranquility, mystery and a hint of loneliness, leading the audience to immersively explore this fantasy ice and snow world that sparkles with inner light in silence.", + "seed": 7118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_8186_seed_7118_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03052471447736025, + "vlm_logprob": -0.03052471447736025, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03052471447736025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09630803018808365 + ], + "opposite_logprob_tokens": [ + -2.4713079929351807 + ], + "logprob_reward": -0.09630803018808365, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09630803018808365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08762356638908386, + 0.12711572647094727, + 0.047530099749565125, + 0.029662402346730232, + 0.14406301081180573, + 0.07117893546819687, + 0.09936061501502991, + 0.2817085385322571, + 0.07783252745866776, + 0.03392447531223297 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.09630803018808365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376383379101753 + ], + "opposite_logprob_tokens": [ + -3.651376485824585 + ], + "logprob_reward": -0.026376383379101753, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376383379101753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3133358061313629, + 0.04727235436439514, + 0.060532744973897934, + 0.07488233596086502, + 0.029185142368078232, + 0.029350416734814644, + 0.028460241854190826, + 0.36079537868499756, + 0.03513543680310249, + 0.02105013094842434 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.026376383379101753 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584410056471825 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584410056471825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584410056471825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33998095989227295, + 0.07477695494890213, + 0.0517926923930645, + 0.13699471950531006, + 0.10353346914052963, + 0.08010344952344894, + 0.03764946758747101, + 0.09853223711252213, + 0.04916445538401604, + 0.027471551671624184 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.020584410056471825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526067242026329 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.00526067242026329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526067242026329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34757083654403687, + 0.13929758965969086, + 0.03339514136314392, + 0.10045374184846878, + 0.025503341108560562, + 0.08968331664800644, + 0.024664103984832764, + 0.18777480721473694, + 0.03009950742125511, + 0.021557681262493134 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.00526067242026329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5192685723304749, + 0.14563532173633575, + 0.03445027396082878, + 0.07648734748363495, + 0.05449535325169563, + 0.03667416796088219, + 0.028841951861977577, + 0.025807516649365425, + 0.046679720282554626, + 0.03165976703166962 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004094076342880726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a first-person handheld perspective, the camera gently pans with each step as the film slowly journeys through a ghostly bamboo forest shrouded in frost. The bamboo here is truly extraordinary. Its poles possess a translucent crystalline texture, emitting a soft, mysterious, cold blue glow from within, casting a dreamlike shadow on the surrounding snow. Its surface is coated with delicate, shimmering frost patterns. Visible white air curls through the bamboo forest like a veil, interplaying with the icicles condensed on the leaves. The entire scene is bathed in a nostalgic anime aesthetic, with a slight soft focus and glow effect that accentuates the dreamlike silhouettes of the luminescent bamboo, creating the illusion of tiny particles of light floating in the air. The camera steadily advances, occasionally glancing upward to the crystalline dome formed by the translucent bamboo leaves. The thick, soft snow beneath our feet absorbs all sound, leaving only the faint rustle of progress. The main colors are a combination of cool colors of ice blue, pure white and silver-gray, creating an atmosphere of extreme tranquility, mystery and a hint of loneliness, leading the audience to immersively explore this fantasy ice and snow world that sparkles with inner light in silence.", + "seed": 7119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_5/index_8186_seed_7119_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.040782283945009115, + "vlm_logprob": -0.040782283945009115, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.040782283945009115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0944003313779831 + ], + "opposite_logprob_tokens": [ + -2.594400405883789 + ], + "logprob_reward": -0.0944003313779831, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0944003313779831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13976997137069702, + 0.06165729835629463, + 0.05125848948955536, + 0.05022209882736206, + 0.0697549358010292, + 0.05767487362027168, + 0.06989317387342453, + 0.3661194443702698, + 0.08457110822200775, + 0.04907865449786186 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0944003313779831 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032995045185089 + ], + "opposite_logprob_tokens": [ + -2.350329875946045 + ], + "logprob_reward": -0.10032995045185089, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032995045185089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2776051461696625, + 0.10489794611930847, + 0.0633150041103363, + 0.02149910293519497, + 0.12630611658096313, + 0.047368574887514114, + 0.12322962284088135, + 0.09931591898202896, + 0.03840400278568268, + 0.09805852174758911 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.10032995045185089 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000922969076782465 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.000922969076782465, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000922969076782465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2004435658454895, + 0.07798665016889572, + 0.025503812357783318, + 0.02837512455880642, + 0.12781763076782227, + 0.047776419669389725, + 0.19319960474967957, + 0.17252512276172638, + 0.043965961784124374, + 0.08240615576505661 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.000922969076782465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046449145302176476 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.0046449145302176476, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046449145302176476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19173391163349152, + 0.1076715812087059, + 0.04294080659747124, + 0.03034186363220215, + 0.07429806143045425, + 0.07090558856725693, + 0.18719534575939178, + 0.1555689424276352, + 0.08641000092029572, + 0.05293390527367592 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0046449145302176476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person handheld perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo poles translucent with a crystalline texture emitting a soft blue glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment covered in snow with visible white air curls and icicles on the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily advance while occasionally glancing upward to the bamboo leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a nostalgic anime aesthetic featuring soft focus and a glow effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613254288211465 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613254288211465, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613254288211465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23405824601650238, + 0.05211960896849632, + 0.032245736569166183, + 0.025453755632042885, + 0.051788944751024246, + 0.05093637481331825, + 0.07943374663591385, + 0.2779090404510498, + 0.03533947840332985, + 0.16071511805057526 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.003613254288211465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_tensor([2539, 2539])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_tensor([2539, 2539])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d804ab6ac0a8f604592f1eaf5ccfc4de337a3204 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_tensor([2539, 2539])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward, focusing on a magnificent palace in Beijing. On a vast white marble plaza, a young Oriental woman is immersed in a dance. Her hair is styled in an exquisite, classical bun, secured with a jade hairpin carved with a phoenix. Her face is delicate, her eyes alight with a smile. She wears a magnificent Tang Dynasty-style vermilion silk gown, its skirt and wide sleeves meticulously embroidered with intricate patterns of peonies and auspicious clouds in gold thread. To the rhythm of melodious classical music, she stretches her arms out, twirling gracefully and continuously. Her wide sleeves trace smooth, elegant arcs through the air, and her tiered skirt unfurls like a blooming red flower. In the background, the palace's high vermilion walls and tiered golden glazed tile roof, with its carved beams and painted rafters, appear remarkably majestic in the soft, golden sunlight of late afternoon. The warm light casts a halo on her outline and casts her dancing, elongated shadow on the smooth white marble floor. The entire picture presents a solemn, elegant, tranquil and poetic atmosphere, full of the weight of history and oriental classical aesthetics.", + "seed": 10366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_2539_seed_10366_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15356308296322824, + "vlm_logprob": -0.15356308296322824, + "vlm_yes_no_margin": 2.424999952316284, + "vlm_token_credit": -0.15356308296322824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.524077296257019 + ], + "opposite_logprob_tokens": [ + -0.899077296257019 + ], + "logprob_reward": -0.524077296257019, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.524077296257019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08721491694450378, + 0.05543026700615883, + 0.017956852912902832, + 0.12221089005470276, + 0.04117178916931152, + 0.30907151103019714, + 0.027514135465025902, + 0.012443155981600285, + 0.0313149020075798, + 0.29567158222198486 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.524077296257019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216334283351898 + ], + "opposite_logprob_tokens": [ + -4.018216133117676 + ], + "logprob_reward": -0.018216334283351898, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018216334283351898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10153213143348694, + 0.081673763692379, + 0.09675656259059906, + 0.2185053676366806, + 0.06979183852672577, + 0.08838897943496704, + 0.035982996225357056, + 0.028174161911010742, + 0.08649696409702301, + 0.19269722700119019 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.018216334283351898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10055398941040039 + ], + "opposite_logprob_tokens": [ + -2.3505539894104004 + ], + "logprob_reward": -0.10055398941040039, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10055398941040039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0962417870759964, + 0.08934304863214493, + 0.05143206939101219, + 0.032138943672180176, + 0.030555373057723045, + 0.05117219686508179, + 0.0297861211001873, + 0.013428417034447193, + 0.06479580700397491, + 0.5411062240600586 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.10055398941040039 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495553836226463 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495553836226463, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495553836226463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06069116294384003, + 0.15277646481990814, + 0.13347689807415009, + 0.11950910091400146, + 0.07922844588756561, + 0.03304862231016159, + 0.05644930526614189, + 0.01847115531563759, + 0.037575677037239075, + 0.30877310037612915 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.05495553836226463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001225650310516 + ], + "opposite_logprob_tokens": [ + -2.695012331008911 + ], + "logprob_reward": -0.07001225650310516, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001225650310516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045753225684165955, + 0.081924669444561, + 0.029515258967876434, + 0.0551445297896862, + 0.043225303292274475, + 0.08683542162179947, + 0.04010047763586044, + 0.02344544045627117, + 0.028238875791430473, + 0.5658168196678162 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.07001225650310516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward, focusing on a magnificent palace in Beijing. On a vast white marble plaza, a young Oriental woman is immersed in a dance. Her hair is styled in an exquisite, classical bun, secured with a jade hairpin carved with a phoenix. Her face is delicate, her eyes alight with a smile. She wears a magnificent Tang Dynasty-style vermilion silk gown, its skirt and wide sleeves meticulously embroidered with intricate patterns of peonies and auspicious clouds in gold thread. To the rhythm of melodious classical music, she stretches her arms out, twirling gracefully and continuously. Her wide sleeves trace smooth, elegant arcs through the air, and her tiered skirt unfurls like a blooming red flower. In the background, the palace's high vermilion walls and tiered golden glazed tile roof, with its carved beams and painted rafters, appear remarkably majestic in the soft, golden sunlight of late afternoon. The warm light casts a halo on her outline and casts her dancing, elongated shadow on the smooth white marble floor. The entire picture presents a solemn, elegant, tranquil and poetic atmosphere, full of the weight of history and oriental classical aesthetics.", + "seed": 10367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_2539_seed_10367_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12169771566987038, + "vlm_logprob": -0.12169771566987038, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.12169771566987038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.349698930978775 + ], + "opposite_logprob_tokens": [ + -1.2246989011764526 + ], + "logprob_reward": -0.349698930978775, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.349698930978775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14197580516338348, + 0.15358053147792816, + 0.28886285424232483, + 0.054484013468027115, + 0.04583839327096939, + 0.03293388709425926, + 0.03402828052639961, + 0.027383429929614067, + 0.10455028712749481, + 0.11636260896921158 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.349698930978775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608983427286148 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.01608983427286148, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608983427286148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21448899805545807, + 0.0620390847325325, + 0.02733561210334301, + 0.023847760632634163, + 0.04322425276041031, + 0.21653379499912262, + 0.10268081724643707, + 0.09119103848934174, + 0.10285986959934235, + 0.11579875648021698 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.01608983427286148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08932634443044662 + ], + "opposite_logprob_tokens": [ + -2.4643263816833496 + ], + "logprob_reward": -0.08932634443044662, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08932634443044662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3984890580177307, + 0.07623778283596039, + 0.06015542149543762, + 0.04680926352739334, + 0.04743451997637749, + 0.038747262209653854, + 0.08183712512254715, + 0.07127039134502411, + 0.07780206948518753, + 0.10121700912714005 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.08932634443044662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07531619071960449, + 0.06509263068437576, + 0.18880584836006165, + 0.05938092619180679, + 0.08602923899888992, + 0.1233639195561409, + 0.12835818529129028, + 0.06935636699199677, + 0.12136972695589066, + 0.08292702585458755 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.026349563151597977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702390551567078 + ], + "opposite_logprob_tokens": [ + -2.127023935317993 + ], + "logprob_reward": -0.12702390551567078, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702390551567078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18492384254932404, + 0.12351031601428986, + 0.16612586379051208, + 0.052964430302381516, + 0.0969504788517952, + 0.03771074488759041, + 0.04786662012338638, + 0.05154091492295265, + 0.12202519923448563, + 0.11638152599334717 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.12702390551567078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward, focusing on a magnificent palace in Beijing. On a vast white marble plaza, a young Oriental woman is immersed in a dance. Her hair is styled in an exquisite, classical bun, secured with a jade hairpin carved with a phoenix. Her face is delicate, her eyes alight with a smile. She wears a magnificent Tang Dynasty-style vermilion silk gown, its skirt and wide sleeves meticulously embroidered with intricate patterns of peonies and auspicious clouds in gold thread. To the rhythm of melodious classical music, she stretches her arms out, twirling gracefully and continuously. Her wide sleeves trace smooth, elegant arcs through the air, and her tiered skirt unfurls like a blooming red flower. In the background, the palace's high vermilion walls and tiered golden glazed tile roof, with its carved beams and painted rafters, appear remarkably majestic in the soft, golden sunlight of late afternoon. The warm light casts a halo on her outline and casts her dancing, elongated shadow on the smooth white marble floor. The entire picture presents a solemn, elegant, tranquil and poetic atmosphere, full of the weight of history and oriental classical aesthetics.", + "seed": 10368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_2539_seed_10368_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05853892248123884, + "vlm_logprob": -0.05853892248123884, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.05853892248123884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06353559345006943 + ], + "opposite_logprob_tokens": [ + -2.813535690307617 + ], + "logprob_reward": -0.06353559345006943, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06353559345006943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07301686704158783, + 0.014706037007272243, + 0.11483152955770493, + 0.19079595804214478, + 0.05161133036017418, + 0.01414530724287033, + 0.07197314500808716, + 0.02019755356013775, + 0.4042762815952301, + 0.044445931911468506 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.06353559345006943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807850234210491 + ], + "opposite_logprob_tokens": [ + -4.63480806350708 + ], + "logprob_reward": -0.009807850234210491, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807850234210491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415708065032959, + 0.030495090410113335, + 0.05624194070696831, + 0.18095192313194275, + 0.10017508268356323, + 0.04452715069055557, + 0.16844336688518524, + 0.0915166437625885, + 0.08317377418279648, + 0.10290426760911942 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.009807850234210491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10050763189792633 + ], + "opposite_logprob_tokens": [ + -2.3505077362060547 + ], + "logprob_reward": -0.10050763189792633, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10050763189792633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12937046587467194, + 0.03781847655773163, + 0.04473823681473732, + 0.12325041741132736, + 0.1362023651599884, + 0.036289703100919724, + 0.23981089890003204, + 0.039253976196050644, + 0.1806567907333374, + 0.03260868042707443 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.10050763189792633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980538085103035 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.02980538085103035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980538085103035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1251790076494217, + 0.029417410492897034, + 0.11964806169271469, + 0.12646010518074036, + 0.06040380150079727, + 0.062144890427589417, + 0.25365686416625977, + 0.12521985173225403, + 0.034572966396808624, + 0.06329706311225891 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.02980538085103035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903815597295761 + ], + "opposite_logprob_tokens": [ + -2.464038133621216 + ], + "logprob_reward": -0.08903815597295761, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903815597295761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1527947336435318, + 0.05343575403094292, + 0.21410351991653442, + 0.047556690871715546, + 0.0619894303381443, + 0.060898978263139725, + 0.16167283058166504, + 0.0954560860991478, + 0.09380866587162018, + 0.05828327685594559 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.08903815597295761 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward, focusing on a magnificent palace in Beijing. On a vast white marble plaza, a young Oriental woman is immersed in a dance. Her hair is styled in an exquisite, classical bun, secured with a jade hairpin carved with a phoenix. Her face is delicate, her eyes alight with a smile. She wears a magnificent Tang Dynasty-style vermilion silk gown, its skirt and wide sleeves meticulously embroidered with intricate patterns of peonies and auspicious clouds in gold thread. To the rhythm of melodious classical music, she stretches her arms out, twirling gracefully and continuously. Her wide sleeves trace smooth, elegant arcs through the air, and her tiered skirt unfurls like a blooming red flower. In the background, the palace's high vermilion walls and tiered golden glazed tile roof, with its carved beams and painted rafters, appear remarkably majestic in the soft, golden sunlight of late afternoon. The warm light casts a halo on her outline and casts her dancing, elongated shadow on the smooth white marble floor. The entire picture presents a solemn, elegant, tranquil and poetic atmosphere, full of the weight of history and oriental classical aesthetics.", + "seed": 10369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_6/index_2539_seed_10369_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03984849043190479, + "vlm_logprob": -0.03984849043190479, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03984849043190479, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031141385436058044 + ], + "opposite_logprob_tokens": [ + -3.5311412811279297 + ], + "logprob_reward": -0.031141385436058044, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031141385436058044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3419189155101776, + 0.279487282037735, + 0.034564338624477386, + 0.03959318622946739, + 0.03365563601255417, + 0.07406089454889297, + 0.04937860369682312, + 0.05213642120361328, + 0.037474293261766434, + 0.057730481028556824 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.031141385436058044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009819182567298412 + ], + "opposite_logprob_tokens": [ + -4.634819030761719 + ], + "logprob_reward": -0.009819182567298412, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009819182567298412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20096325874328613, + 0.14666806161403656, + 0.04489967226982117, + 0.05164272338151932, + 0.06170700863003731, + 0.08851155638694763, + 0.09346020221710205, + 0.12226422131061554, + 0.13159623742103577, + 0.058287136256694794 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009819182567298412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07963254302740097 + ], + "opposite_logprob_tokens": [ + -2.579632520675659 + ], + "logprob_reward": -0.07963254302740097, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07963254302740097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25564801692962646, + 0.2176007181406021, + 0.09938982129096985, + 0.05522434413433075, + 0.05071980133652687, + 0.10908874124288559, + 0.059176210314035416, + 0.06606627255678177, + 0.03814428299665451, + 0.04894178360700607 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.07963254302740097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644304238259792 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644304238259792, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644304238259792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09896787256002426, + 0.06277547776699066, + 0.07458603382110596, + 0.11168859153985977, + 0.07196265459060669, + 0.09074866026639938, + 0.13436225056648254, + 0.055468812584877014, + 0.07487466186285019, + 0.22456498444080353 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.008644304238259792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast white marble plaza in front of a palace in Beijing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a young Oriental woman wearing a Tang Dynasty-style vermilion silk gown with gold embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair styled in a classical bun secured with a jade hairpin carved with a phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman perform a continuous twirling dance with her arms stretched out and wide sleeves tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and steadily forward from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000503689050674 + ], + "opposite_logprob_tokens": [ + -2.695004940032959 + ], + "logprob_reward": -0.07000503689050674, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000503689050674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19738908112049103, + 0.11052758991718292, + 0.12170808017253876, + 0.10678380727767944, + 0.05109488591551781, + 0.08575669676065445, + 0.12551024556159973, + 0.08136884868144989, + 0.05543343350291252, + 0.06442734599113464 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.07000503689050674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_tensor([8472, 8472])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_tensor([8472, 8472])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2437883a6cc840f66e086b67fda95ca44532f9d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_tensor([8472, 8472])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Set against a surreal anime backdrop, the scene begins with a slow, majestic rotating shot across the vast, ominous depths of the deep ocean floor, revealing the immediate aftermath of a massive undersea earthquake. Powerful, unseen shockwaves visibly distort the water's surface, and vast clouds of ancient, fine-grained sediment tumble up from the seafloor, swirling chaotically in the turbulence like dark, ghostly apparitions. As the camera continues its deliberate arc, its focus narrows to a once-serene bed of delicate, fan-shaped Marsilea ferns, their deep green fronds rendered in crisp outlines and rich, painterly textures. They whip back and forth unnaturally and violently, their frantic movement a stark contrast to their delicate forms. As the ocean floor itself groans and cracks, forming jagged, glowing fissures that spill out a brilliant, fiery orange glow, the source of the turbulence and the scene's dramatic lighting become clear. This powerful light casts long, dancing shadows, starkly illuminating the swirling muck, while a steady stream of self-luminous bubbles releases from the cracks, rising in mesmerizing jagged columns from the dark water, creating an atmosphere of majestic, eerie beauty that captures a moment of violent and awe-inspiring natural transformation.", + "seed": 22578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_8472_seed_22578_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18645824501290917, + "vlm_logprob": -0.18645824501290917, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.18645824501290917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6366148591041565 + ], + "opposite_logprob_tokens": [ + -0.7616148591041565 + ], + "logprob_reward": -0.6366148591041565, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6366148591041565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11612894386053085, + 0.1552208662033081, + 0.09386805444955826, + 0.11326596140861511, + 0.1441234052181244, + 0.10584641247987747, + 0.08999966084957123, + 0.026632439345121384, + 0.03465890511870384, + 0.12025538831949234 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.6366148591041565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890631303191185 + ], + "opposite_logprob_tokens": [ + -2.4640631675720215 + ], + "logprob_reward": -0.0890631303191185, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890631303191185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11618319153785706, + 0.17584766447544098, + 0.11693377792835236, + 0.05733494460582733, + 0.08585699647665024, + 0.11026652157306671, + 0.1056610718369484, + 0.02017812803387642, + 0.08786885440349579, + 0.12386882305145264 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0890631303191185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904742449522018 + ], + "opposite_logprob_tokens": [ + -2.464047431945801 + ], + "logprob_reward": -0.08904742449522018, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904742449522018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06380261480808258, + 0.1509665846824646, + 0.14568370580673218, + 0.3165706396102905, + 0.10099019855260849, + 0.058588169515132904, + 0.07294505834579468, + 0.029008954763412476, + 0.03462914749979973, + 0.026814868673682213 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.08904742449522018 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07003090530633926, + 0.12880243360996246, + 0.15640497207641602, + 0.09581258893013, + 0.09736907482147217, + 0.14835676550865173, + 0.09546259045600891, + 0.06327710300683975, + 0.034584395587444305, + 0.10989925265312195 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.004638150800019503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292766034603119 + ], + "opposite_logprob_tokens": [ + -2.2379276752471924 + ], + "logprob_reward": -0.11292766034603119, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292766034603119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05284775793552399, + 0.11944311112165451, + 0.13457782566547394, + 0.2179138958454132, + 0.11752068996429443, + 0.0703064426779747, + 0.16309358179569244, + 0.051725734025239944, + 0.04261050745844841, + 0.029960429295897484 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.11292766034603119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Set against a surreal anime backdrop, the scene begins with a slow, majestic rotating shot across the vast, ominous depths of the deep ocean floor, revealing the immediate aftermath of a massive undersea earthquake. Powerful, unseen shockwaves visibly distort the water's surface, and vast clouds of ancient, fine-grained sediment tumble up from the seafloor, swirling chaotically in the turbulence like dark, ghostly apparitions. As the camera continues its deliberate arc, its focus narrows to a once-serene bed of delicate, fan-shaped Marsilea ferns, their deep green fronds rendered in crisp outlines and rich, painterly textures. They whip back and forth unnaturally and violently, their frantic movement a stark contrast to their delicate forms. As the ocean floor itself groans and cracks, forming jagged, glowing fissures that spill out a brilliant, fiery orange glow, the source of the turbulence and the scene's dramatic lighting become clear. This powerful light casts long, dancing shadows, starkly illuminating the swirling muck, while a steady stream of self-luminous bubbles releases from the cracks, rising in mesmerizing jagged columns from the dark water, creating an atmosphere of majestic, eerie beauty that captures a moment of violent and awe-inspiring natural transformation.", + "seed": 22579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_8472_seed_22579_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07360465954989195, + "vlm_logprob": -0.07360465954989195, + "vlm_yes_no_margin": 2.949999976158142, + "vlm_token_credit": -0.07360465954989195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13597260415554047 + ], + "opposite_logprob_tokens": [ + -2.135972499847412 + ], + "logprob_reward": -0.13597260415554047, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13597260415554047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04012900963425636, + 0.029641399160027504, + 0.04082063212990761, + 0.06973867863416672, + 0.05084063485264778, + 0.03879321739077568, + 0.08347531408071518, + 0.20282621681690216, + 0.1638849377632141, + 0.27984994649887085 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.13597260415554047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033415257930756 + ], + "opposite_logprob_tokens": [ + -2.3503341674804688 + ], + "logprob_reward": -0.10033415257930756, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033415257930756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10754036903381348, + 0.06055276468396187, + 0.07146898657083511, + 0.10351934283971786, + 0.05428887531161308, + 0.037302397191524506, + 0.04013120010495186, + 0.13807927072048187, + 0.24869073927402496, + 0.13842608034610748 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.10033415257930756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054973702877759933 + ], + "opposite_logprob_tokens": [ + -2.929973602294922 + ], + "logprob_reward": -0.054973702877759933, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054973702877759933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10676303505897522, + 0.04366804286837578, + 0.054021771997213364, + 0.15719732642173767, + 0.11119910329580307, + 0.10220484435558319, + 0.1898084133863449, + 0.1326719969511032, + 0.05543025955557823, + 0.04703517630696297 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.054973702877759933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051785822957754135, + 0.0395304299890995, + 0.03597411513328552, + 0.04327527433633804, + 0.027989566326141357, + 0.04888841137290001, + 0.24431811273097992, + 0.09135057777166367, + 0.1280360370874405, + 0.28885170817375183 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.006733584217727184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700092539191246 + ], + "opposite_logprob_tokens": [ + -2.695009231567383 + ], + "logprob_reward": -0.0700092539191246, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700092539191246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2556350529193878, + 0.03689229115843773, + 0.05421164631843567, + 0.10379940271377563, + 0.0517457015812397, + 0.09835644066333771, + 0.16058982908725739, + 0.10596282035112381, + 0.050355464220047, + 0.08245132863521576 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0700092539191246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Set against a surreal anime backdrop, the scene begins with a slow, majestic rotating shot across the vast, ominous depths of the deep ocean floor, revealing the immediate aftermath of a massive undersea earthquake. Powerful, unseen shockwaves visibly distort the water's surface, and vast clouds of ancient, fine-grained sediment tumble up from the seafloor, swirling chaotically in the turbulence like dark, ghostly apparitions. As the camera continues its deliberate arc, its focus narrows to a once-serene bed of delicate, fan-shaped Marsilea ferns, their deep green fronds rendered in crisp outlines and rich, painterly textures. They whip back and forth unnaturally and violently, their frantic movement a stark contrast to their delicate forms. As the ocean floor itself groans and cracks, forming jagged, glowing fissures that spill out a brilliant, fiery orange glow, the source of the turbulence and the scene's dramatic lighting become clear. This powerful light casts long, dancing shadows, starkly illuminating the swirling muck, while a steady stream of self-luminous bubbles releases from the cracks, rising in mesmerizing jagged columns from the dark water, creating an atmosphere of majestic, eerie beauty that captures a moment of violent and awe-inspiring natural transformation.", + "seed": 22580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_8472_seed_22580_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04271629666909575, + "vlm_logprob": -0.04271629666909575, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04271629666909575, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1293109953403473 + ], + "opposite_logprob_tokens": [ + -2.1293110847473145 + ], + "logprob_reward": -0.1293109953403473, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1293109953403473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08597467839717865, + 0.1055176854133606, + 0.10534444451332092, + 0.04070587828755379, + 0.27793803811073303, + 0.037701550871133804, + 0.09516018629074097, + 0.15532748401165009, + 0.02067245915532112, + 0.07565757632255554 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.1293109953403473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496896430850029 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496896430850029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496896430850029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05399713292717934, + 0.1475028246641159, + 0.06830324232578278, + 0.06375343352556229, + 0.48126083612442017, + 0.021484464406967163, + 0.06344293802976608, + 0.047100409865379333, + 0.01973395235836506, + 0.03342074900865555 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.05496896430850029 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463957479223609 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.00463957479223609, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463957479223609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052720583975315094, + 0.1401810348033905, + 0.06519356369972229, + 0.09070336818695068, + 0.3910881280899048, + 0.0419292077422142, + 0.07031513750553131, + 0.10484149307012558, + 0.023152116686105728, + 0.019875338301062584 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.00463957479223609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089802503585815 + ], + "opposite_logprob_tokens": [ + -5.504089832305908 + ], + "logprob_reward": -0.004089802503585815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089802503585815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10122144967317581, + 0.03722735866904259, + 0.03563513234257698, + 0.06546434015035629, + 0.4807431101799011, + 0.03955665975809097, + 0.03552940487861633, + 0.11024488508701324, + 0.06309176236391068, + 0.0312858410179615 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.004089802503585815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572146400809288 + ], + "opposite_logprob_tokens": [ + -3.8955721855163574 + ], + "logprob_reward": -0.020572146400809288, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572146400809288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04484187811613083, + 0.11769992113113403, + 0.0442136786878109, + 0.08064445853233337, + 0.3977394104003906, + 0.021497201174497604, + 0.08750660717487335, + 0.16319315135478973, + 0.031163185834884644, + 0.011500482447445393 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.020572146400809288 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Set against a surreal anime backdrop, the scene begins with a slow, majestic rotating shot across the vast, ominous depths of the deep ocean floor, revealing the immediate aftermath of a massive undersea earthquake. Powerful, unseen shockwaves visibly distort the water's surface, and vast clouds of ancient, fine-grained sediment tumble up from the seafloor, swirling chaotically in the turbulence like dark, ghostly apparitions. As the camera continues its deliberate arc, its focus narrows to a once-serene bed of delicate, fan-shaped Marsilea ferns, their deep green fronds rendered in crisp outlines and rich, painterly textures. They whip back and forth unnaturally and violently, their frantic movement a stark contrast to their delicate forms. As the ocean floor itself groans and cracks, forming jagged, glowing fissures that spill out a brilliant, fiery orange glow, the source of the turbulence and the scene's dramatic lighting become clear. This powerful light casts long, dancing shadows, starkly illuminating the swirling muck, while a steady stream of self-luminous bubbles releases from the cracks, rising in mesmerizing jagged columns from the dark water, creating an atmosphere of majestic, eerie beauty that captures a moment of violent and awe-inspiring natural transformation.", + "seed": 22581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_7/index_8472_seed_22581_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07004600176587701, + "vlm_logprob": -0.07004600176587701, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07004600176587701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20834437012672424 + ], + "opposite_logprob_tokens": [ + -1.7083443403244019 + ], + "logprob_reward": -0.20834437012672424, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20834437012672424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08428597450256348, + 0.12908360362052917, + 0.04296009987592697, + 0.12042693048715591, + 0.07037871330976486, + 0.05654875189065933, + 0.065794438123703, + 0.1541638821363449, + 0.19670628011226654, + 0.07965139299631119 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.20834437012672424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905996382236481 + ], + "opposite_logprob_tokens": [ + -2.464060068130493 + ], + "logprob_reward": -0.08905996382236481, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905996382236481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266133189201355, + 0.21517151594161987, + 0.06216301769018173, + 0.06560105085372925, + 0.12541387975215912, + 0.09288680553436279, + 0.04223453253507614, + 0.15109604597091675, + 0.06444461643695831, + 0.05437518656253815 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.08905996382236481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329273335635662 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.02329273335635662, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329273335635662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06275835633277893, + 0.09182444214820862, + 0.044874127954244614, + 0.3974798917770386, + 0.12914463877677917, + 0.05915383622050285, + 0.08681400865316391, + 0.05231928452849388, + 0.06227480620145798, + 0.013356616720557213 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.02329273335635662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037888865917921066, + 0.08981774002313614, + 0.05627484619617462, + 0.1287650614976883, + 0.15562127530574799, + 0.05658174678683281, + 0.08255071938037872, + 0.17605188488960266, + 0.17940963804721832, + 0.03703821823000908 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a surreal anime backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the aftermath of a massive undersea earthquake with shockwaves and swirling sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate, fan-shaped Marsilea ferns with deep green fronds visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do jagged, glowing fissures emitting a brilliant fiery orange light appear on the ocean floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, majestic rotating shot that arcs to focus on the ferns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341086253523827 + ], + "opposite_logprob_tokens": [ + -3.651341199874878 + ], + "logprob_reward": -0.026341086253523827, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341086253523827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08412773162126541, + 0.13612139225006104, + 0.11075164377689362, + 0.161407470703125, + 0.21496953070163727, + 0.04001520201563835, + 0.08446873724460602, + 0.05398702248930931, + 0.08817010372877121, + 0.025981178507208824 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.026341086253523827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_tensor([4296, 4296])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_tensor([4296, 4296])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3986856421c95344ae750e8d46b08e6a4b121010 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_tensor([4296, 4296])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a Tai Chi master in an ancient courtyard. The master's silver hair is meticulously tied into a Taoist bun. His face is gaunt, his eyes deep and intense, and his skin is covered with wrinkles carved by time. He wears a loose-fitting white silk Tai Chi suit, the folds of which appear delicately lustrous in the soft, diffused morning light. A gray brick wall and a few clumps of lush green bamboo create a tranquil and solemn atmosphere in the background. The Grandmaster lowered his body's center of gravity, assuming a standard bow stance, his expression focused and restrained. As he slowly and firmly pushed his right palm forward, the stagnant air in front of his palm seemed to be torn apart by an invisible force. Circles of pure energy, visually appearing as translucent black ripples, spread out rapidly and elegantly with his palm as the center. Their form and movement perfectly replicated the unique beauty of thick ink seeping into and dissolving on rice paper, as if a dynamic ink painting were being smudged in three-dimensional space. The entire picture was filled with tranquility, concentration, and restrained explosive power, perfectly presenting the mysterious artistic conception of Eastern philosophy through a highly cinematic visual language.", + "seed": 13665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_4296_seed_13665_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02355181984603405, + "vlm_logprob": -0.02355181984603405, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02355181984603405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013108505867421627 + ], + "opposite_logprob_tokens": [ + -4.388108730316162 + ], + "logprob_reward": -0.013108505867421627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013108505867421627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20417681336402893, + 0.09495005011558533, + 0.04707026481628418, + 0.049604739993810654, + 0.03506314009428024, + 0.018253402784466743, + 0.029101157560944557, + 0.3860860764980316, + 0.09017004072666168, + 0.045524366199970245 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.013108505867421627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17921465635299683, + 0.08898375928401947, + 0.10548629611730576, + 0.12353736907243729, + 0.07812696695327759, + 0.030712930485606194, + 0.0756353959441185, + 0.23067113757133484, + 0.03581947088241577, + 0.05181200057268143 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606801524758339 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.01606801524758339, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606801524758339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23430699110031128, + 0.38135281205177307, + 0.06492138653993607, + 0.0288713276386261, + 0.02702866867184639, + 0.025270231068134308, + 0.018659887835383415, + 0.14952221512794495, + 0.019064316526055336, + 0.051002137362957 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.01606801524758339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584993064403534 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020584993064403534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584993064403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412544846534729, + 0.056774165481328964, + 0.03486434742808342, + 0.23460416495800018, + 0.05244610831141472, + 0.03358355909585953, + 0.019271254539489746, + 0.33475086092948914, + 0.023615216836333275, + 0.06883584707975388 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.020584993064403534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204189732670784 + ], + "opposite_logprob_tokens": [ + -2.812041997909546 + ], + "logprob_reward": -0.06204189732670784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204189732670784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12573033571243286, + 0.09312105923891068, + 0.04340576007962227, + 0.1746622920036316, + 0.11296699941158295, + 0.04421551898121834, + 0.03018210455775261, + 0.2616771459579468, + 0.03042919933795929, + 0.08360961079597473 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.06204189732670784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a Tai Chi master in an ancient courtyard. The master's silver hair is meticulously tied into a Taoist bun. His face is gaunt, his eyes deep and intense, and his skin is covered with wrinkles carved by time. He wears a loose-fitting white silk Tai Chi suit, the folds of which appear delicately lustrous in the soft, diffused morning light. A gray brick wall and a few clumps of lush green bamboo create a tranquil and solemn atmosphere in the background. The Grandmaster lowered his body's center of gravity, assuming a standard bow stance, his expression focused and restrained. As he slowly and firmly pushed his right palm forward, the stagnant air in front of his palm seemed to be torn apart by an invisible force. Circles of pure energy, visually appearing as translucent black ripples, spread out rapidly and elegantly with his palm as the center. Their form and movement perfectly replicated the unique beauty of thick ink seeping into and dissolving on rice paper, as if a dynamic ink painting were being smudged in three-dimensional space. The entire picture was filled with tranquility, concentration, and restrained explosive power, perfectly presenting the mysterious artistic conception of Eastern philosophy through a highly cinematic visual language.", + "seed": 13666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_4296_seed_13666_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01842781426385045, + "vlm_logprob": -0.01842781426385045, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.01842781426385045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013177921064198017 + ], + "opposite_logprob_tokens": [ + -4.388177871704102 + ], + "logprob_reward": -0.013177921064198017, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013177921064198017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09427093714475632, + 0.04018564894795418, + 0.23740951716899872, + 0.06847645342350006, + 0.08659195154905319, + 0.09785809367895126, + 0.1819930374622345, + 0.06414253264665604, + 0.052356474101543427, + 0.07671529799699783 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.013177921064198017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642778541892767 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004642778541892767, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642778541892767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08375783264636993, + 0.047945354133844376, + 0.07176197320222855, + 0.02625667117536068, + 0.1182016059756279, + 0.10535353422164917, + 0.26390478014945984, + 0.10820163786411285, + 0.05191570892930031, + 0.12270089983940125 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.004642778541892767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21068674325942993, + 0.06880500912666321, + 0.0711556002497673, + 0.031878188252449036, + 0.15750689804553986, + 0.20235934853553772, + 0.13030584156513214, + 0.0679822564125061, + 0.02664375677704811, + 0.032676346600055695 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02634294331073761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185900524258614 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018185900524258614, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185900524258614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09957542270421982, + 0.028295354917645454, + 0.06665822863578796, + 0.04647361487150192, + 0.044495899230241776, + 0.0371888242661953, + 0.40210989117622375, + 0.07232745736837387, + 0.09336470812559128, + 0.10951066017150879 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.018185900524258614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789527878165245 + ], + "opposite_logprob_tokens": [ + -3.529789447784424 + ], + "logprob_reward": -0.029789527878165245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789527878165245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04551282525062561, + 0.025882311165332794, + 0.03754112124443054, + 0.022014997899532318, + 0.027953095734119415, + 0.031364232301712036, + 0.5332942008972168, + 0.05443451553583145, + 0.018472041934728622, + 0.20353077352046967 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.029789527878165245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a Tai Chi master in an ancient courtyard. The master's silver hair is meticulously tied into a Taoist bun. His face is gaunt, his eyes deep and intense, and his skin is covered with wrinkles carved by time. He wears a loose-fitting white silk Tai Chi suit, the folds of which appear delicately lustrous in the soft, diffused morning light. A gray brick wall and a few clumps of lush green bamboo create a tranquil and solemn atmosphere in the background. The Grandmaster lowered his body's center of gravity, assuming a standard bow stance, his expression focused and restrained. As he slowly and firmly pushed his right palm forward, the stagnant air in front of his palm seemed to be torn apart by an invisible force. Circles of pure energy, visually appearing as translucent black ripples, spread out rapidly and elegantly with his palm as the center. Their form and movement perfectly replicated the unique beauty of thick ink seeping into and dissolving on rice paper, as if a dynamic ink painting were being smudged in three-dimensional space. The entire picture was filled with tranquility, concentration, and restrained explosive power, perfectly presenting the mysterious artistic conception of Eastern philosophy through a highly cinematic visual language.", + "seed": 13667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_4296_seed_13667_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025327147077769042, + "vlm_logprob": -0.025327147077769042, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.025327147077769042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024003148078918457 + ], + "opposite_logprob_tokens": [ + -3.774003028869629 + ], + "logprob_reward": -0.024003148078918457, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024003148078918457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20492619276046753, + 0.1513032615184784, + 0.07044611126184464, + 0.13764016330242157, + 0.06986731290817261, + 0.06431536376476288, + 0.03891023248434067, + 0.12269362062215805, + 0.05443906784057617, + 0.08545870333909988 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.024003148078918457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525687774643302 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525687774643302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525687774643302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26636260747909546, + 0.0880221351981163, + 0.04507339745759964, + 0.05774875730276108, + 0.040207721292972565, + 0.09793461114168167, + 0.03638835996389389, + 0.16828729212284088, + 0.09455794095993042, + 0.10541718453168869 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.00525687774643302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069071367383003 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.016069071367383003, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069071367383003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11708619445562363, + 0.19387468695640564, + 0.24392946064472198, + 0.03070240467786789, + 0.02471458911895752, + 0.046416983008384705, + 0.03650286793708801, + 0.15432405471801758, + 0.03483843430876732, + 0.11761029809713364 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.016069071367383003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635200135409832 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635200135409832, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635200135409832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623394727706909, + 0.0358499139547348, + 0.03865968808531761, + 0.039389584213495255, + 0.051416099071502686, + 0.04839746281504631, + 0.06004086509346962, + 0.2274276614189148, + 0.13293305039405823, + 0.10354628413915634 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.02635200135409832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054954636842012405 + ], + "opposite_logprob_tokens": [ + -2.9299545288085938 + ], + "logprob_reward": -0.054954636842012405, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054954636842012405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40755322575569153, + 0.04268216714262962, + 0.057374704629182816, + 0.03340970352292061, + 0.02078288607299328, + 0.05755280703306198, + 0.0381942093372345, + 0.06995686888694763, + 0.07840492576360703, + 0.19408850371837616 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.054954636842012405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, focuses on a Tai Chi master in an ancient courtyard. The master's silver hair is meticulously tied into a Taoist bun. His face is gaunt, his eyes deep and intense, and his skin is covered with wrinkles carved by time. He wears a loose-fitting white silk Tai Chi suit, the folds of which appear delicately lustrous in the soft, diffused morning light. A gray brick wall and a few clumps of lush green bamboo create a tranquil and solemn atmosphere in the background. The Grandmaster lowered his body's center of gravity, assuming a standard bow stance, his expression focused and restrained. As he slowly and firmly pushed his right palm forward, the stagnant air in front of his palm seemed to be torn apart by an invisible force. Circles of pure energy, visually appearing as translucent black ripples, spread out rapidly and elegantly with his palm as the center. Their form and movement perfectly replicated the unique beauty of thick ink seeping into and dissolving on rice paper, as if a dynamic ink painting were being smudged in three-dimensional space. The entire picture was filled with tranquility, concentration, and restrained explosive power, perfectly presenting the mysterious artistic conception of Eastern philosophy through a highly cinematic visual language.", + "seed": 13668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_8/index_4296_seed_13668_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03279995862394571, + "vlm_logprob": -0.03279995862394571, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03279995862394571, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024007221683859825 + ], + "opposite_logprob_tokens": [ + -3.7740073204040527 + ], + "logprob_reward": -0.024007221683859825, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024007221683859825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41898661851882935, + 0.09707485884428024, + 0.10029197484254837, + 0.06179940700531006, + 0.05875563621520996, + 0.10195845365524292, + 0.026622431352734566, + 0.05174090713262558, + 0.0239219069480896, + 0.05884780362248421 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.024007221683859825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14732703566551208, + 0.11150431632995605, + 0.22415384650230408, + 0.17124682664871216, + 0.10752202570438385, + 0.0383995845913887, + 0.051976997405290604, + 0.06450029462575912, + 0.026334991678595543, + 0.05703406408429146 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536883354187012 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012536883354187012, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536883354187012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6941515207290649, + 0.09461493045091629, + 0.040786731988191605, + 0.02773412875831127, + 0.011599920690059662, + 0.011916990391910076, + 0.013745109550654888, + 0.0390813872218132, + 0.0177738256752491, + 0.048595406115055084 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012536883354187012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39031726121902466, + 0.14149434864521027, + 0.08256999403238297, + 0.04445021227002144, + 0.034996338188648224, + 0.05352354794740677, + 0.05801200494170189, + 0.09058153629302979, + 0.03619610518217087, + 0.06785868853330612 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Tai Chi master with silver hair tied in a Taoist bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the master wearing a loose-fitting white silk suit with lustrous folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray brick wall and lush green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the master assume a bow stance and push his right palm forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent black ripples spreading from the palm resembling ink dissolving on rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030245035886765 + ], + "opposite_logprob_tokens": [ + -2.3503024578094482 + ], + "logprob_reward": -0.10030245035886765, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030245035886765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18419945240020752, + 0.12883691489696503, + 0.10048548877239227, + 0.06451765447854996, + 0.030190225690603256, + 0.02895575761795044, + 0.16452938318252563, + 0.19016268849372864, + 0.04463361203670502, + 0.06348883360624313 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10030245035886765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_tensor([1622, 1622])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_tensor([1622, 1622])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9bfb8841f6b9f7ab1336f984d049f9931aed43d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_tensor([1622, 1622])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This is a still, eye-level photograph, captured from the perspective of a passenger inside a moving train, framed by the clean glass and black metal window edges. As the immediate foreground of wild grass and trackside gravel blurs into dynamic streaks of color, the camera captures swift, smooth movement. Beyond this blur, a vast expanse of countryside glides by with mesmerizing visual effect. Rolling hills, blanketed in deep green and fields of sun-bleached gold, dominate the landscape. The low, late afternoon sun casts a warm, honey-hued light, igniting the mountaintops while casting long, softly edged, deep blue shadows that stretch dramatically into the valley. Lonely, sturdy oak trees, their dense canopies intermittently dot the landscape, their own slender shadows trailing behind them like ink splatters on the ground. The entire scene is imbued with a tranquil and nostalgic atmosphere, a quiet observation of a fleeting world of beauty painted in the warm, rich colors of the golden hour.", + "seed": 31787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_1622_seed_31787_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07773552360013128, + "vlm_logprob": -0.07773552360013128, + "vlm_yes_no_margin": 3.324999976158142, + "vlm_token_credit": -0.07773552360013128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13327272236347198 + ], + "opposite_logprob_tokens": [ + -2.133272647857666 + ], + "logprob_reward": -0.13327272236347198, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13327272236347198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12214396148920059, + 0.21792897582054138, + 0.07017501443624496, + 0.15621180832386017, + 0.1415463387966156, + 0.08029256016016006, + 0.1043313518166542, + 0.026419559493660927, + 0.04866413027048111, + 0.03228633850812912 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.13327272236347198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103271506726742 + ], + "opposite_logprob_tokens": [ + -4.51110315322876 + ], + "logprob_reward": -0.011103271506726742, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103271506726742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20239397883415222, + 0.08725356310606003, + 0.0761796236038208, + 0.14044146239757538, + 0.09991203993558884, + 0.07516267150640488, + 0.17785896360874176, + 0.07013702392578125, + 0.03588966652750969, + 0.03477105870842934 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.011103271506726742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634353797882795 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634353797882795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634353797882795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18237051367759705, + 0.08948002010583878, + 0.09946125745773315, + 0.1785476952791214, + 0.1737588346004486, + 0.0658872127532959, + 0.04597299173474312, + 0.0448356494307518, + 0.03043588064610958, + 0.08924997597932816 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.004634353797882795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015775442123413 + ], + "opposite_logprob_tokens": [ + -1.7015775442123413 + ], + "logprob_reward": -0.2015775442123413, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015775442123413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.094718798995018, + 0.1038486585021019, + 0.1235455572605133, + 0.35527393221855164, + 0.08733034133911133, + 0.0532352440059185, + 0.04925624653697014, + 0.021297797560691833, + 0.042436808347702026, + 0.06905655562877655 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.2015775442123413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038089726120233536 + ], + "opposite_logprob_tokens": [ + -3.2880897521972656 + ], + "logprob_reward": -0.038089726120233536, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038089726120233536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27594977617263794, + 0.1306500881910324, + 0.048451222479343414, + 0.08917665481567383, + 0.13544759154319763, + 0.06214684993028641, + 0.11488723754882812, + 0.03989393636584282, + 0.0348268486559391, + 0.06856982409954071 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.038089726120233536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is a still, eye-level photograph, captured from the perspective of a passenger inside a moving train, framed by the clean glass and black metal window edges. As the immediate foreground of wild grass and trackside gravel blurs into dynamic streaks of color, the camera captures swift, smooth movement. Beyond this blur, a vast expanse of countryside glides by with mesmerizing visual effect. Rolling hills, blanketed in deep green and fields of sun-bleached gold, dominate the landscape. The low, late afternoon sun casts a warm, honey-hued light, igniting the mountaintops while casting long, softly edged, deep blue shadows that stretch dramatically into the valley. Lonely, sturdy oak trees, their dense canopies intermittently dot the landscape, their own slender shadows trailing behind them like ink splatters on the ground. The entire scene is imbued with a tranquil and nostalgic atmosphere, a quiet observation of a fleeting world of beauty painted in the warm, rich colors of the golden hour.", + "seed": 31788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_1622_seed_31788_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3560288171283901, + "vlm_logprob": -0.3560288171283901, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.3560288171283901, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7019745111465454 + ], + "opposite_logprob_tokens": [ + -0.20197446644306183 + ], + "logprob_reward": -1.7019745111465454, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7019745111465454, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13505275547504425, + 0.17734362185001373, + 0.10868701338768005, + 0.07223933190107346, + 0.06668585538864136, + 0.2900427579879761, + 0.046462204307317734, + 0.023350749164819717, + 0.02002633549273014, + 0.060109417885541916 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -1.7019745111465454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014247599057853222 + ], + "opposite_logprob_tokens": [ + -4.264247417449951 + ], + "logprob_reward": -0.014247599057853222, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014247599057853222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678411215543747, + 0.04610246419906616, + 0.11266718804836273, + 0.08992142230272293, + 0.07757274061441422, + 0.32446029782295227, + 0.06383192539215088, + 0.024531159549951553, + 0.021515777334570885, + 0.07155594974756241 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.014247599057853222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17763571441173553, + 0.09200254082679749, + 0.12134578078985214, + 0.09286930412054062, + 0.06694116443395615, + 0.28859612345695496, + 0.05640840157866478, + 0.018336476758122444, + 0.030469832941889763, + 0.05539471283555031 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.007627174723893404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810831531882286 + ], + "opposite_logprob_tokens": [ + -3.2881083488464355 + ], + "logprob_reward": -0.03810831531882286, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810831531882286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10042216628789902, + 0.05530761927366257, + 0.10644286870956421, + 0.11675906926393509, + 0.03481416776776314, + 0.20671719312667847, + 0.04355227202177048, + 0.034638188779354095, + 0.02395016700029373, + 0.27739638090133667 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.03810831531882286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12325745820999146, + 0.13969673216342926, + 0.07158718258142471, + 0.11722274124622345, + 0.1477086991071701, + 0.214610293507576, + 0.040696680545806885, + 0.013142555952072144, + 0.02622612938284874, + 0.10585159063339233 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.018186485394835472 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is a still, eye-level photograph, captured from the perspective of a passenger inside a moving train, framed by the clean glass and black metal window edges. As the immediate foreground of wild grass and trackside gravel blurs into dynamic streaks of color, the camera captures swift, smooth movement. Beyond this blur, a vast expanse of countryside glides by with mesmerizing visual effect. Rolling hills, blanketed in deep green and fields of sun-bleached gold, dominate the landscape. The low, late afternoon sun casts a warm, honey-hued light, igniting the mountaintops while casting long, softly edged, deep blue shadows that stretch dramatically into the valley. Lonely, sturdy oak trees, their dense canopies intermittently dot the landscape, their own slender shadows trailing behind them like ink splatters on the ground. The entire scene is imbued with a tranquil and nostalgic atmosphere, a quiet observation of a fleeting world of beauty painted in the warm, rich colors of the golden hour.", + "seed": 31789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_1622_seed_31789_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27409999519586564, + "vlm_logprob": -0.27409999519586564, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.27409999519586564, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10528084635734558 + ], + "opposite_logprob_tokens": [ + -2.355280876159668 + ], + "logprob_reward": -0.10528084635734558, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10528084635734558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07597032934427261, + 0.08842134475708008, + 0.0372220054268837, + 0.04151690751314163, + 0.32105761766433716, + 0.061067525297403336, + 0.0685606449842453, + 0.058443550020456314, + 0.20488187670707703, + 0.042858242988586426 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.10528084635734558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215514719486237 + ], + "opposite_logprob_tokens": [ + -4.018215656280518 + ], + "logprob_reward": -0.018215514719486237, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018215514719486237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06175066530704498, + 0.09394660592079163, + 0.20869985222816467, + 0.2767932116985321, + 0.03152800723910332, + 0.03668762743473053, + 0.03678464516997337, + 0.04559110850095749, + 0.1679982990026474, + 0.04021996632218361 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.018215514719486237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946284741163254 + ], + "opposite_logprob_tokens": [ + -2.929946184158325 + ], + "logprob_reward": -0.054946284741163254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946284741163254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16993169486522675, + 0.1298263520002365, + 0.23243364691734314, + 0.10286174714565277, + 0.04086810722947121, + 0.07005298882722855, + 0.03613469377160072, + 0.06991489976644516, + 0.05795583128929138, + 0.09002009779214859 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.054946284741163254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370790004730225 + ], + "opposite_logprob_tokens": [ + -0.38707900047302246 + ], + "logprob_reward": -1.1370790004730225, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370790004730225, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07183915376663208, + 0.03951657935976982, + 0.21382728219032288, + 0.07757262885570526, + 0.05418049544095993, + 0.12220891565084457, + 0.025122003629803658, + 0.0464724637567997, + 0.29826483130455017, + 0.05099562555551529 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -1.1370790004730225 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497832968831062 + ], + "opposite_logprob_tokens": [ + -2.929978370666504 + ], + "logprob_reward": -0.05497832968831062, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497832968831062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04757857695221901, + 0.058545127511024475, + 0.05449623242020607, + 0.06126584857702255, + 0.04776079207658768, + 0.042615458369255066, + 0.028066102415323257, + 0.018824001774191856, + 0.5527411699295044, + 0.0881066620349884 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.05497832968831062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "This is a still, eye-level photograph, captured from the perspective of a passenger inside a moving train, framed by the clean glass and black metal window edges. As the immediate foreground of wild grass and trackside gravel blurs into dynamic streaks of color, the camera captures swift, smooth movement. Beyond this blur, a vast expanse of countryside glides by with mesmerizing visual effect. Rolling hills, blanketed in deep green and fields of sun-bleached gold, dominate the landscape. The low, late afternoon sun casts a warm, honey-hued light, igniting the mountaintops while casting long, softly edged, deep blue shadows that stretch dramatically into the valley. Lonely, sturdy oak trees, their dense canopies intermittently dot the landscape, their own slender shadows trailing behind them like ink splatters on the ground. The entire scene is imbued with a tranquil and nostalgic atmosphere, a quiet observation of a fleeting world of beauty painted in the warm, rich colors of the golden hour.", + "seed": 31790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000248/group_9/index_1622_seed_31790_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10726783592253923, + "vlm_logprob": -0.10726783592253923, + "vlm_yes_no_margin": 3.349999952316284, + "vlm_token_credit": -0.10726783592253923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4308363199234009 + ], + "opposite_logprob_tokens": [ + -1.0558363199234009 + ], + "logprob_reward": -0.4308363199234009, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4308363199234009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07426443696022034, + 0.07059917598962784, + 0.018158774822950363, + 0.7228031754493713, + 0.02422548271715641, + 0.010861941613256931, + 0.023058680817484856, + 0.020640861243009567, + 0.003816217416897416, + 0.03157127648591995 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.4308363199234009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655767887830734 + ], + "opposite_logprob_tokens": [ + -4.758655548095703 + ], + "logprob_reward": -0.008655767887830734, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655767887830734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19494125247001648, + 0.033877547830343246, + 0.04836045578122139, + 0.4854591488838196, + 0.0313042551279068, + 0.038500454276800156, + 0.051895707845687866, + 0.06521598249673843, + 0.02110445871949196, + 0.029340801760554314 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.008655767887830734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632722310721874 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632722310721874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632722310721874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18933933973312378, + 0.06934167444705963, + 0.03342616185545921, + 0.3810495138168335, + 0.04097149893641472, + 0.04960506781935692, + 0.09854587912559509, + 0.03662162646651268, + 0.04816867783665657, + 0.0529305525124073 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.008632722310721874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003092765808105 + ], + "opposite_logprob_tokens": [ + -2.695030927658081 + ], + "logprob_reward": -0.07003092765808105, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003092765808105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2917506694793701, + 0.03812575712800026, + 0.09835555404424667, + 0.1034579947590828, + 0.09414684772491455, + 0.12587396800518036, + 0.1316068172454834, + 0.0476989671587944, + 0.03574492409825325, + 0.03323854133486748 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07003092765808105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed by clean glass and black metal window edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the immediate foreground show wild grass and trackside gravel blurring into dynamic streaks of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the landscape feature rolling hills with deep green and sun-bleached gold fields?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there low, sturdy oak trees with dense canopies dotting the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, late afternoon sun casting warm, honey-hued light and deep blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638282686471939, + 0.041966330260038376, + 0.03839549422264099, + 0.18028846383094788, + 0.03228657692670822, + 0.06080598756670952, + 0.12361457943916321, + 0.041692912578582764, + 0.23897866904735565, + 0.07814263552427292 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.01818344183266163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_tensor([1385, 1385])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_tensor([1385, 1385])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b941c7af5ae610c3ce19a3abcfccfa2c1b93a213 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_tensor([1385, 1385])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, fixed wide-angle shot, captured from a distance, captures the panoramic view of a tranquil park at dawn. Soft, golden sunlight filters through the branches of ancient, twisted trees, casting dappled shadows across the emerald lawn. At the center of the frame, a life-size bronze statue, clad in a patina of dark brown and pale green, creates a surreal contrast against its hard, heavy material. With surprising grace, it slowly performs the Tai Chi pose. Its metal arms gracefully arc with impossible fluidity, its weight shifting steadily and deliberately between its legs, each movement imbued with a meditative rhythm. The morning light highlights the polished edges of the statue's contours, casting warm golden highlights, while deep shadows are hidden within the folds of its robe. This interplay of light and shadow makes this uncanny movement both vivid and intriguing, creating a surreal yet tranquil and serene atmosphere.", + "seed": 549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_1385_seed_549_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2840283129364252, + "vlm_logprob": -0.2840283129364252, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2840283129364252, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3160600662231445 + ], + "opposite_logprob_tokens": [ + -0.3160600960254669 + ], + "logprob_reward": -1.3160600662231445, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3160600662231445, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06597035378217697, + 0.06178554520010948, + 0.5558088421821594, + 0.037079375237226486, + 0.12124504894018173, + 0.0778736025094986, + 0.015605461783707142, + 0.021987244486808777, + 0.009064052253961563, + 0.03358045220375061 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -1.3160600662231445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869610816240311 + ], + "opposite_logprob_tokens": [ + -3.0486960411071777 + ], + "logprob_reward": -0.04869610816240311, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869610816240311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21687644720077515, + 0.077477365732193, + 0.34043845534324646, + 0.0935196653008461, + 0.06372015923261642, + 0.07145702838897705, + 0.0456739105284214, + 0.02408464625477791, + 0.023324601352214813, + 0.04342775046825409 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04869610816240311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18134893476963043, + 0.08500447869300842, + 0.23703421652317047, + 0.04126923903822899, + 0.03434384986758232, + 0.12399274855852127, + 0.044448744505643845, + 0.15684115886688232, + 0.03386153653264046, + 0.061855074018239975 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.008639458566904068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106709718704224 + ], + "opposite_logprob_tokens": [ + -3.288106679916382 + ], + "logprob_reward": -0.038106709718704224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106709718704224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11312342435121536, + 0.07614251971244812, + 0.3672580420970917, + 0.030701978132128716, + 0.11904817819595337, + 0.05388031527400017, + 0.04867915064096451, + 0.03321332484483719, + 0.056067101657390594, + 0.10188597440719604 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.038106709718704224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639222010970116 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639222010970116, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639222010970116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16012823581695557, + 0.08462712168693542, + 0.27096089720726013, + 0.05171087011694908, + 0.11086957156658173, + 0.11415813118219376, + 0.02718116156756878, + 0.07730021327733994, + 0.033079273998737335, + 0.0699845403432846 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.008639222010970116 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed wide-angle shot, captured from a distance, captures the panoramic view of a tranquil park at dawn. Soft, golden sunlight filters through the branches of ancient, twisted trees, casting dappled shadows across the emerald lawn. At the center of the frame, a life-size bronze statue, clad in a patina of dark brown and pale green, creates a surreal contrast against its hard, heavy material. With surprising grace, it slowly performs the Tai Chi pose. Its metal arms gracefully arc with impossible fluidity, its weight shifting steadily and deliberately between its legs, each movement imbued with a meditative rhythm. The morning light highlights the polished edges of the statue's contours, casting warm golden highlights, while deep shadows are hidden within the folds of its robe. This interplay of light and shadow makes this uncanny movement both vivid and intriguing, creating a surreal yet tranquil and serene atmosphere.", + "seed": 550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_1385_seed_550_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07971585355699062, + "vlm_logprob": -0.07971585355699062, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.07971585355699062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3195485472679138 + ], + "opposite_logprob_tokens": [ + -1.3195486068725586 + ], + "logprob_reward": -0.3195485472679138, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3195485472679138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17922502756118774, + 0.1096544936299324, + 0.07209672033786774, + 0.05963565781712532, + 0.05298957601189613, + 0.08940276503562927, + 0.3382702171802521, + 0.026859624311327934, + 0.03745521232485771, + 0.0344107523560524 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.3195485472679138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680782318115234 + ], + "opposite_logprob_tokens": [ + -3.0486807823181152 + ], + "logprob_reward": -0.048680782318115234, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680782318115234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18871934711933136, + 0.16602954268455505, + 0.08982134610414505, + 0.05036386847496033, + 0.04451465606689453, + 0.0205555260181427, + 0.13223174214363098, + 0.02187986485660076, + 0.20235159993171692, + 0.08353253453969955 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.048680782318115234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736899726092815 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736899726092815, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736899726092815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09353356808423996, + 0.4601120948791504, + 0.0433945395052433, + 0.08210145682096481, + 0.060501594096422195, + 0.021478042006492615, + 0.06861744076013565, + 0.12609320878982544, + 0.025086330249905586, + 0.019081734120845795 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.006736899726092815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537471950054169 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537471950054169, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537471950054169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08063635230064392, + 0.2561314105987549, + 0.041835084557533264, + 0.03489759564399719, + 0.030112653970718384, + 0.05597737431526184, + 0.24088884890079498, + 0.12092157453298569, + 0.07795999199151993, + 0.060639116913080215 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.012537471950054169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13530942797660828, + 0.17105062305927277, + 0.06465313583612442, + 0.05322645604610443, + 0.037038654088974, + 0.029275361448526382, + 0.1985720843076706, + 0.17208033800125122, + 0.055236559361219406, + 0.0835573822259903 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.01107556652277708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed wide-angle shot, captured from a distance, captures the panoramic view of a tranquil park at dawn. Soft, golden sunlight filters through the branches of ancient, twisted trees, casting dappled shadows across the emerald lawn. At the center of the frame, a life-size bronze statue, clad in a patina of dark brown and pale green, creates a surreal contrast against its hard, heavy material. With surprising grace, it slowly performs the Tai Chi pose. Its metal arms gracefully arc with impossible fluidity, its weight shifting steadily and deliberately between its legs, each movement imbued with a meditative rhythm. The morning light highlights the polished edges of the statue's contours, casting warm golden highlights, while deep shadows are hidden within the folds of its robe. This interplay of light and shadow makes this uncanny movement both vivid and intriguing, creating a surreal yet tranquil and serene atmosphere.", + "seed": 551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_1385_seed_551_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5236763976514339, + "vlm_logprob": -0.5236763976514339, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.5236763976514339, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.465334892272949 + ], + "opposite_logprob_tokens": [ + -0.0903349444270134 + ], + "logprob_reward": -2.465334892272949, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.465334892272949, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10406620055437088, + 0.2389862835407257, + 0.0904751569032669, + 0.09225043654441833, + 0.03361105918884277, + 0.029277686029672623, + 0.08337928354740143, + 0.11541212350130081, + 0.12333902716636658, + 0.08920278400182724 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -2.465334892272949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08915472775697708 + ], + "opposite_logprob_tokens": [ + -2.4641547203063965 + ], + "logprob_reward": -0.08915472775697708, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08915472775697708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18400616943836212, + 0.18348069489002228, + 0.10398441553115845, + 0.09861083328723907, + 0.035105571150779724, + 0.08030066639184952, + 0.05729086697101593, + 0.11931072920560837, + 0.05269860476255417, + 0.08521150052547455 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.08915472775697708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374293491244316 + ], + "opposite_logprob_tokens": [ + -3.651374340057373 + ], + "logprob_reward": -0.026374293491244316, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374293491244316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07007249444723129, + 0.28264740109443665, + 0.0750645324587822, + 0.18143554031848907, + 0.04282073676586151, + 0.09755029529333115, + 0.028366846963763237, + 0.13028179109096527, + 0.04403539374470711, + 0.04772500693798065 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.026374293491244316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310551419854164 + ], + "opposite_logprob_tokens": [ + -3.773310661315918 + ], + "logprob_reward": -0.023310551419854164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310551419854164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13363587856292725, + 0.21903732419013977, + 0.13912564516067505, + 0.05805489048361778, + 0.029574867337942123, + 0.03873078525066376, + 0.03597726300358772, + 0.05466948449611664, + 0.06048216298222542, + 0.23071172833442688 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.023310551419854164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207523316144943 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207523316144943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207523316144943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09551924467086792, + 0.2686883211135864, + 0.10236812382936478, + 0.09213665127754211, + 0.049470819532871246, + 0.04971025884151459, + 0.03261420130729675, + 0.09253069758415222, + 0.07006058096885681, + 0.14690104126930237 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.014207523316144943 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, fixed wide-angle shot, captured from a distance, captures the panoramic view of a tranquil park at dawn. Soft, golden sunlight filters through the branches of ancient, twisted trees, casting dappled shadows across the emerald lawn. At the center of the frame, a life-size bronze statue, clad in a patina of dark brown and pale green, creates a surreal contrast against its hard, heavy material. With surprising grace, it slowly performs the Tai Chi pose. Its metal arms gracefully arc with impossible fluidity, its weight shifting steadily and deliberately between its legs, each movement imbued with a meditative rhythm. The morning light highlights the polished edges of the statue's contours, casting warm golden highlights, while deep shadows are hidden within the folds of its robe. This interplay of light and shadow makes this uncanny movement both vivid and intriguing, creating a surreal yet tranquil and serene atmosphere.", + "seed": 552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_0/index_1385_seed_552_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07372039770707488, + "vlm_logprob": -0.07372039770707488, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.07372039770707488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3205561935901642 + ], + "opposite_logprob_tokens": [ + -1.3205561637878418 + ], + "logprob_reward": -0.3205561935901642, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3205561935901642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05035359784960747, + 0.03057764656841755, + 0.05449872836470604, + 0.05752027407288551, + 0.1580801010131836, + 0.4268929958343506, + 0.03718192130327225, + 0.04446229711174965, + 0.025984585285186768, + 0.11444783210754395 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.3205561935901642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826322570443153 + ], + "opposite_logprob_tokens": [ + -3.5298264026641846 + ], + "logprob_reward": -0.029826322570443153, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826322570443153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012311100959778, + 0.07086420804262161, + 0.08145759999752045, + 0.08569162338972092, + 0.06205720826983452, + 0.07825938612222672, + 0.051009904593229294, + 0.08012794703245163, + 0.037084177136421204, + 0.2633248567581177 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.029826322570443153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953080952167511 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953080952167511, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953080952167511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08186005800962448, + 0.02795408107340336, + 0.038532037287950516, + 0.06932029873132706, + 0.0838499516248703, + 0.49471667408943176, + 0.05999971553683281, + 0.027330605313181877, + 0.0310819111764431, + 0.08535465598106384 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.005953080952167511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076280031353235245 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.0076280031353235245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076280031353235245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030390774831175804, + 0.02687838301062584, + 0.01855027861893177, + 0.02223101817071438, + 0.01650981791317463, + 0.7935758829116821, + 0.023058131337165833, + 0.014758923090994358, + 0.01937379315495491, + 0.03467297926545143 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0076280031353235245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a single, fixed wide-angle view captured from a distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a tranquil park at dawn with soft golden sunlight filtering through ancient, twisted trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a life-size bronze statue visible at the center of the frame, clad in dark brown and pale green patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue perform a Tai Chi pose with slow, graceful, and fluid arm movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are warm golden highlights visible on the statue's contours while deep shadows are hidden within the folds of its robe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06473752856254578, + 0.03967830166220665, + 0.0515122152864933, + 0.0447162389755249, + 0.1459743231534958, + 0.4015538990497589, + 0.04149501770734787, + 0.03856567293405533, + 0.02867056056857109, + 0.1430961638689041 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.00463838828727603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_tensor([2541, 2541])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_tensor([2541, 2541])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e93367be6ac92c3fb4949231a81285722b3ee18c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_tensor([2541, 2541])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "compelling close-up, captured from a steady, eye-level perspective, captures a meticulously made-up Asian woman facing a pristine vanity mirror. Outside, a dazzling array of neon lights filters through the damp, water-beaded window, stretching and distorting the glass into shimmering, abstract bands of light. These shifting lights (primarily cool blues and alluring purples) cast a shimmering, variegated shadow on her face, shading her chiseled cheekbones and deep, smoky eyes. Her eyes stare blankly at her reflection in the mirror, and her previously calm features begin to shift. The corners of her mouth tug upwards at an almost unnaturally slow pace, ultimately forming a contorted, exaggerated grin that reveals her perfectly white teeth. The edges of her lips, coated in deep matte crimson lipstick, smudged slightly by this extreme expression, blurring the previously perfect lip line, creating a look both eerie and provocative. The entire picture is filled with high-noise film grain, but at the same time maintains sharp and realistic details. From the pores of her skin to the tiny tremors of her eyelashes, they are clearly visible, creating a tense, psychedelic and extremely psychological thriller atmosphere.", + "seed": 24461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_2541_seed_24461_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30674004312604664, + "vlm_logprob": -0.30674004312604664, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.30674004312604664, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05613205209374428 + ], + "opposite_logprob_tokens": [ + -2.9311320781707764 + ], + "logprob_reward": -0.05613205209374428, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05613205209374428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08526864647865295, + 0.013105015270411968, + 0.010667487047612667, + 0.709945559501648, + 0.014248686842620373, + 0.02389289252460003, + 0.02147095836699009, + 0.016061600297689438, + 0.04390352964401245, + 0.06143558397889137 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.05613205209374428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094645485281944 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094645485281944, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094645485281944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.179600328207016, + 0.04999825358390808, + 0.03332429751753807, + 0.5266550183296204, + 0.010218911804258823, + 0.01248022448271513, + 0.016522876918315887, + 0.015294579789042473, + 0.01691564731299877, + 0.1389898657798767 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.016094645485281944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052584195509552956 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.0052584195509552956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052584195509552956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11396344751119614, + 0.010088455863296986, + 0.024939175695180893, + 0.5504813194274902, + 0.015689712017774582, + 0.04526050388813019, + 0.07355692982673645, + 0.020133117213845253, + 0.03457339480519295, + 0.11131394654512405 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0052584195509552956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278526604175568 + ], + "opposite_logprob_tokens": [ + -2.0177853107452393 + ], + "logprob_reward": -0.14278526604175568, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278526604175568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020038437098264694, + 0.008316189050674438, + 0.010640243999660015, + 0.8452568054199219, + 0.017704227939248085, + 0.016708072274923325, + 0.006966812070459127, + 0.00901641696691513, + 0.011228324845433235, + 0.05412448197603226 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.14278526604175568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313429832458496 + ], + "opposite_logprob_tokens": [ + -0.3134298324584961 + ], + "logprob_reward": -1.313429832458496, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313429832458496, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05824556574225426, + 0.04018101468682289, + 0.03974371403455734, + 0.48159557580947876, + 0.027291368693113327, + 0.09194260835647583, + 0.08626997470855713, + 0.05056479200720787, + 0.08923497051000595, + 0.034930381923913956 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -1.313429832458496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "compelling close-up, captured from a steady, eye-level perspective, captures a meticulously made-up Asian woman facing a pristine vanity mirror. Outside, a dazzling array of neon lights filters through the damp, water-beaded window, stretching and distorting the glass into shimmering, abstract bands of light. These shifting lights (primarily cool blues and alluring purples) cast a shimmering, variegated shadow on her face, shading her chiseled cheekbones and deep, smoky eyes. Her eyes stare blankly at her reflection in the mirror, and her previously calm features begin to shift. The corners of her mouth tug upwards at an almost unnaturally slow pace, ultimately forming a contorted, exaggerated grin that reveals her perfectly white teeth. The edges of her lips, coated in deep matte crimson lipstick, smudged slightly by this extreme expression, blurring the previously perfect lip line, creating a look both eerie and provocative. The entire picture is filled with high-noise film grain, but at the same time maintains sharp and realistic details. From the pores of her skin to the tiny tremors of her eyelashes, they are clearly visible, creating a tense, psychedelic and extremely psychological thriller atmosphere.", + "seed": 24462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_2541_seed_24462_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24889239724725484, + "vlm_logprob": -0.24889239724725484, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.24889239724725484, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02124703675508499 + ], + "opposite_logprob_tokens": [ + -3.896247148513794 + ], + "logprob_reward": -0.02124703675508499, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02124703675508499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3558274805545807, + 0.1130877360701561, + 0.05152241513133049, + 0.03057648427784443, + 0.07359755784273148, + 0.03617160767316818, + 0.08763430267572403, + 0.1002158373594284, + 0.05460825935006142, + 0.09675831347703934 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02124703675508499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029838239774107933 + ], + "opposite_logprob_tokens": [ + -3.5298383235931396 + ], + "logprob_reward": -0.029838239774107933, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029838239774107933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43380188941955566, + 0.141947939991951, + 0.0904037207365036, + 0.0433807373046875, + 0.05928957089781761, + 0.054314859211444855, + 0.05759229511022568, + 0.05042402446269989, + 0.03334323316812515, + 0.03550172969698906 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029838239774107933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638768292963505 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638768292963505, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638768292963505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09129238873720169, + 0.03757966682314873, + 0.0421627014875412, + 0.04503853991627693, + 0.08051823824644089, + 0.13963520526885986, + 0.2591782212257385, + 0.1368923932313919, + 0.12034067511558533, + 0.047361958771944046 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.007638768292963505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865739122033119 + ], + "opposite_logprob_tokens": [ + -3.0486574172973633 + ], + "logprob_reward": -0.04865739122033119, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865739122033119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09244165569543839, + 0.09307298064231873, + 0.044111501425504684, + 0.09078680723905563, + 0.13909605145454407, + 0.15018010139465332, + 0.1497788429260254, + 0.12260377407073975, + 0.07596291601657867, + 0.0419653058052063 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.04865739122033119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370805501937866 + ], + "opposite_logprob_tokens": [ + -0.38708052039146423 + ], + "logprob_reward": -1.1370805501937866, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370805501937866, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23354168236255646, + 0.12833251059055328, + 0.061316508799791336, + 0.029168017208576202, + 0.1453559398651123, + 0.05584697797894478, + 0.09632369130849838, + 0.1446397602558136, + 0.053921811282634735, + 0.0515531487762928 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -1.1370805501937866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "compelling close-up, captured from a steady, eye-level perspective, captures a meticulously made-up Asian woman facing a pristine vanity mirror. Outside, a dazzling array of neon lights filters through the damp, water-beaded window, stretching and distorting the glass into shimmering, abstract bands of light. These shifting lights (primarily cool blues and alluring purples) cast a shimmering, variegated shadow on her face, shading her chiseled cheekbones and deep, smoky eyes. Her eyes stare blankly at her reflection in the mirror, and her previously calm features begin to shift. The corners of her mouth tug upwards at an almost unnaturally slow pace, ultimately forming a contorted, exaggerated grin that reveals her perfectly white teeth. The edges of her lips, coated in deep matte crimson lipstick, smudged slightly by this extreme expression, blurring the previously perfect lip line, creating a look both eerie and provocative. The entire picture is filled with high-noise film grain, but at the same time maintains sharp and realistic details. From the pores of her skin to the tiny tremors of her eyelashes, they are clearly visible, creating a tense, psychedelic and extremely psychological thriller atmosphere.", + "seed": 24463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_2541_seed_24463_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1984624844044447, + "vlm_logprob": -0.1984624844044447, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.1984624844044447, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034890320152044296 + ], + "opposite_logprob_tokens": [ + -3.4098904132843018 + ], + "logprob_reward": -0.034890320152044296, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034890320152044296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15692009031772614, + 0.0335107184946537, + 0.1456582397222519, + 0.1732729971408844, + 0.0639810785651207, + 0.07998507469892502, + 0.10950932651758194, + 0.1323879510164261, + 0.057618290185928345, + 0.04715615138411522 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.034890320152044296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048697132617235184 + ], + "opposite_logprob_tokens": [ + -3.0486972332000732 + ], + "logprob_reward": -0.048697132617235184, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048697132617235184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16232816874980927, + 0.07252461463212967, + 0.24134904146194458, + 0.11450324952602386, + 0.054290998727083206, + 0.04111604392528534, + 0.04249270632863045, + 0.193428635597229, + 0.036311421543359756, + 0.04165513813495636 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.048697132617235184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547126039862633 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547126039862633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547126039862633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21934327483177185, + 0.07481782883405685, + 0.06557941436767578, + 0.14639067649841309, + 0.047986455261707306, + 0.20706206560134888, + 0.0521245114505291, + 0.03216664120554924, + 0.07059165090322495, + 0.08393754065036774 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.012547126039862633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001759111881256 + ], + "opposite_logprob_tokens": [ + -2.6950175762176514 + ], + "logprob_reward": -0.07001759111881256, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001759111881256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2021128088235855, + 0.06318827718496323, + 0.050830863416194916, + 0.0815046951174736, + 0.0755019411444664, + 0.25040069222450256, + 0.1611795276403427, + 0.04828282445669174, + 0.0372011624276638, + 0.029797188937664032 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.07001759111881256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261602520942688 + ], + "opposite_logprob_tokens": [ + -0.5761602520942688 + ], + "logprob_reward": -0.8261602520942688, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261602520942688, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2256758064031601, + 0.059200871735811234, + 0.10532379895448685, + 0.07356870919466019, + 0.11340992152690887, + 0.12708541750907898, + 0.06189458444714546, + 0.05874353647232056, + 0.13845762610435486, + 0.03663977235555649 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.8261602520942688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "compelling close-up, captured from a steady, eye-level perspective, captures a meticulously made-up Asian woman facing a pristine vanity mirror. Outside, a dazzling array of neon lights filters through the damp, water-beaded window, stretching and distorting the glass into shimmering, abstract bands of light. These shifting lights (primarily cool blues and alluring purples) cast a shimmering, variegated shadow on her face, shading her chiseled cheekbones and deep, smoky eyes. Her eyes stare blankly at her reflection in the mirror, and her previously calm features begin to shift. The corners of her mouth tug upwards at an almost unnaturally slow pace, ultimately forming a contorted, exaggerated grin that reveals her perfectly white teeth. The edges of her lips, coated in deep matte crimson lipstick, smudged slightly by this extreme expression, blurring the previously perfect lip line, creating a look both eerie and provocative. The entire picture is filled with high-noise film grain, but at the same time maintains sharp and realistic details. From the pores of her skin to the tiny tremors of her eyelashes, they are clearly visible, creating a tense, psychedelic and extremely psychological thriller atmosphere.", + "seed": 24464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_1/index_2541_seed_24464_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20615350231528282, + "vlm_logprob": -0.20615350231528282, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.20615350231528282, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015134268440306187 + ], + "opposite_logprob_tokens": [ + -4.265134334564209 + ], + "logprob_reward": -0.015134268440306187, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015134268440306187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08957968652248383, + 0.04281005263328552, + 0.2600877285003662, + 0.09140907973051071, + 0.10687920451164246, + 0.19230760633945465, + 0.0339655876159668, + 0.046469781547784805, + 0.09902100265026093, + 0.03747030720114708 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.015134268440306187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060636319220066 + ], + "opposite_logprob_tokens": [ + -3.895606279373169 + ], + "logprob_reward": -0.02060636319220066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060636319220066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18332724273204803, + 0.10346749424934387, + 0.06460608541965485, + 0.3944527804851532, + 0.05788623169064522, + 0.023552263155579567, + 0.06670889258384705, + 0.026737192645668983, + 0.04964561387896538, + 0.02961619757115841 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02060636319220066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076378220692276955 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.0076378220692276955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076378220692276955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07728797942399979, + 0.05579503998160362, + 0.34493154287338257, + 0.088221475481987, + 0.09857765585184097, + 0.10914627462625504, + 0.05359260365366936, + 0.05328407138586044, + 0.07705451548099518, + 0.042108871042728424 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.0076378220692276955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903488516807556 + ], + "opposite_logprob_tokens": [ + -2.4640347957611084 + ], + "logprob_reward": -0.08903488516807556, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903488516807556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11875038594007492, + 0.07295852899551392, + 0.14717146754264832, + 0.1415298730134964, + 0.14980533719062805, + 0.13673165440559387, + 0.10876145958900452, + 0.045408349484205246, + 0.0488038994371891, + 0.030078954994678497 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.08903488516807556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of an Asian woman facing a vanity mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the background lights primarily cool blues and purples filtering through a damp, water-beaded window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman's expression shift from calm to a contorted, exaggerated grin revealing white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman's lipstick deep matte crimson and slightly smudged at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit high-noise film grain while maintaining sharp, realistic details like skin pores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898354172706604 + ], + "opposite_logprob_tokens": [ + -0.523354172706604 + ], + "logprob_reward": -0.898354172706604, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898354172706604, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0893181562423706, + 0.04131609946489334, + 0.38043081760406494, + 0.05752238631248474, + 0.15324783325195312, + 0.08163147419691086, + 0.04642366245388985, + 0.020349260419607162, + 0.1013973280787468, + 0.028362957760691643 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.898354172706604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_tensor([4146, 4146])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_tensor([4146, 4146])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c59729d3806b1c9574b06beb5c441e179afaa3c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_tensor([4146, 4146])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle shot tilts steadily upward, tracking the powerful ascent of the SpaceX Starship rocket as it majestically pierces a thick, unbroken bank of clouds at sunset. The massive rocket's nose cone, followed by its gleaming stainless steel fuselage, relentlessly propels dense, white vapor, which forms turbulent vortices around its path, violently swirling and tumbling outward. The rocket's metal surfaces, polished to a mirror-like finish, brilliantly reflect the fiery orange and setting sun, while the matte black insulation tile grid on its underbelly retains a stark, non-reflective contrast. As the Starship fully emerges into the clear upper atmosphere, the scene is bathed in the serene, warm light of the golden hour, the sky above transitioning from a soft pink horizon to a deep, tranquil indigo. Below, the intense, dazzling flames of its engines continue to burst through the clouds, casting a pulsating, incandescent white-orange glow that illuminates the churning clouds from within, creating a breathtaking and majestic atmosphere, capturing a moment of sublime technological power against a backdrop of natural beauty.", + "seed": 12199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_4146_seed_12199_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26494354102760553, + "vlm_logprob": -0.26494354102760553, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.26494354102760553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08833330869674683 + ], + "opposite_logprob_tokens": [ + -2.5883333683013916 + ], + "logprob_reward": -0.08833330869674683, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08833330869674683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10509303212165833, + 0.07669556140899658, + 0.05300741642713547, + 0.19280140101909637, + 0.09356638044118881, + 0.07928945869207382, + 0.2722510099411011, + 0.02418341301381588, + 0.07754753530025482, + 0.02556486427783966 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.08833330869674683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743136763572693 + ], + "opposite_logprob_tokens": [ + -0.9743136763572693 + ], + "logprob_reward": -0.4743136763572693, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743136763572693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12092983722686768, + 0.09062524884939194, + 0.06840737909078598, + 0.11139542609453201, + 0.07076206058263779, + 0.03815755248069763, + 0.13706256449222565, + 0.059026479721069336, + 0.2540006637573242, + 0.049632806330919266 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.4743136763572693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761995315551758 + ], + "opposite_logprob_tokens": [ + -0.8261995315551758 + ], + "logprob_reward": -0.5761995315551758, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761995315551758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2234705686569214, + 0.08850917965173721, + 0.13681256771087646, + 0.04630140960216522, + 0.052616558969020844, + 0.07167772203683853, + 0.21090157330036163, + 0.06695285439491272, + 0.04950517416000366, + 0.053252432495355606 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.5761995315551758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991763353347778 + ], + "opposite_logprob_tokens": [ + -1.804917573928833 + ], + "logprob_reward": -0.17991763353347778, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991763353347778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12072980403900146, + 0.07827935367822647, + 0.049893639981746674, + 0.0426873080432415, + 0.02888154238462448, + 0.04062134400010109, + 0.2865883409976959, + 0.10604776442050934, + 0.22889550030231476, + 0.017375363036990166 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.17991763353347778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09372515231370926, + 0.16677184402942657, + 0.09924758225679398, + 0.19086648523807526, + 0.15845729410648346, + 0.04597771167755127, + 0.13757891952991486, + 0.032717689871788025, + 0.043601132929325104, + 0.031056230887770653 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.00595355499535799 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot tilts steadily upward, tracking the powerful ascent of the SpaceX Starship rocket as it majestically pierces a thick, unbroken bank of clouds at sunset. The massive rocket's nose cone, followed by its gleaming stainless steel fuselage, relentlessly propels dense, white vapor, which forms turbulent vortices around its path, violently swirling and tumbling outward. The rocket's metal surfaces, polished to a mirror-like finish, brilliantly reflect the fiery orange and setting sun, while the matte black insulation tile grid on its underbelly retains a stark, non-reflective contrast. As the Starship fully emerges into the clear upper atmosphere, the scene is bathed in the serene, warm light of the golden hour, the sky above transitioning from a soft pink horizon to a deep, tranquil indigo. Below, the intense, dazzling flames of its engines continue to burst through the clouds, casting a pulsating, incandescent white-orange glow that illuminates the churning clouds from within, creating a breathtaking and majestic atmosphere, capturing a moment of sublime technological power against a backdrop of natural beauty.", + "seed": 12200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_4146_seed_12200_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26793540082871914, + "vlm_logprob": -0.26793540082871914, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.26793540082871914, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03834984079003334 + ], + "opposite_logprob_tokens": [ + -3.5383498668670654 + ], + "logprob_reward": -0.03834984079003334, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03834984079003334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08400963991880417, + 0.049012862145900726, + 0.06430485844612122, + 0.061360422521829605, + 0.10571266710758209, + 0.13774891197681427, + 0.07022897154092789, + 0.06929045915603638, + 0.1984780728816986, + 0.15985311567783356 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.03834984079003334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742976427078247 + ], + "opposite_logprob_tokens": [ + -0.9742976427078247 + ], + "logprob_reward": -0.4742976427078247, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742976427078247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11642966419458389, + 0.07624154537916183, + 0.10378433763980865, + 0.0984153226017952, + 0.16809561848640442, + 0.11097321659326553, + 0.11157751083374023, + 0.05641116574406624, + 0.10140904784202576, + 0.05666257068514824 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.4742976427078247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578341364860535 + ], + "opposite_logprob_tokens": [ + -0.6328341364860535 + ], + "logprob_reward": -0.7578341364860535, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578341364860535, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11406043916940689, + 0.07988200336694717, + 0.06015148386359215, + 0.2956739664077759, + 0.11758895218372345, + 0.09770189970731735, + 0.059698380529880524, + 0.044873036444187164, + 0.07769128680229187, + 0.05267852917313576 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.7578341364860535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499221011996269 + ], + "opposite_logprob_tokens": [ + -2.929992198944092 + ], + "logprob_reward": -0.05499221011996269, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499221011996269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08495043218135834, + 0.05871274694800377, + 0.020126115530729294, + 0.07347723841667175, + 0.10156945139169693, + 0.11620614677667618, + 0.257010281085968, + 0.08701498061418533, + 0.09914816915988922, + 0.10178445279598236 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.05499221011996269 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11870987713336945, + 0.11343351006507874, + 0.08624985814094543, + 0.08527647703886032, + 0.11459434032440186, + 0.0738508477807045, + 0.07171942293643951, + 0.059616874903440475, + 0.20026637613773346, + 0.07628234475851059 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.014203174039721489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot tilts steadily upward, tracking the powerful ascent of the SpaceX Starship rocket as it majestically pierces a thick, unbroken bank of clouds at sunset. The massive rocket's nose cone, followed by its gleaming stainless steel fuselage, relentlessly propels dense, white vapor, which forms turbulent vortices around its path, violently swirling and tumbling outward. The rocket's metal surfaces, polished to a mirror-like finish, brilliantly reflect the fiery orange and setting sun, while the matte black insulation tile grid on its underbelly retains a stark, non-reflective contrast. As the Starship fully emerges into the clear upper atmosphere, the scene is bathed in the serene, warm light of the golden hour, the sky above transitioning from a soft pink horizon to a deep, tranquil indigo. Below, the intense, dazzling flames of its engines continue to burst through the clouds, casting a pulsating, incandescent white-orange glow that illuminates the churning clouds from within, creating a breathtaking and majestic atmosphere, capturing a moment of sublime technological power against a backdrop of natural beauty.", + "seed": 12201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_4146_seed_12201_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12253385707736016, + "vlm_logprob": -0.12253385707736016, + "vlm_yes_no_margin": 3.174999988079071, + "vlm_token_credit": -0.12253385707736016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023638922721147537 + ], + "opposite_logprob_tokens": [ + -4.898638725280762 + ], + "logprob_reward": -0.023638922721147537, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.023638922721147537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04850633442401886, + 0.08558423817157745, + 0.17832300066947937, + 0.02301175333559513, + 0.017975978553295135, + 0.025958482176065445, + 0.07641754299402237, + 0.23256973922252655, + 0.18335531651973724, + 0.1282975673675537 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.023638922721147537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705130875110626 + ], + "opposite_logprob_tokens": [ + -2.12705135345459 + ], + "logprob_reward": -0.12705130875110626, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705130875110626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03833260014653206, + 0.3646734654903412, + 0.01847815327346325, + 0.031012380495667458, + 0.017492208629846573, + 0.017156414687633514, + 0.08105380833148956, + 0.1301911324262619, + 0.06648646295070648, + 0.2351234406232834 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.12705130875110626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890578508377075 + ], + "opposite_logprob_tokens": [ + -1.053905725479126 + ], + "logprob_reward": -0.42890578508377075, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42890578508377075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11364827305078506, + 0.2876788377761841, + 0.21288783848285675, + 0.041992686688899994, + 0.02089676447212696, + 0.026282021775841713, + 0.05666395649313927, + 0.11945707350969315, + 0.07919038087129593, + 0.041302237659692764 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.42890578508377075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295992985367775 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.023295992985367775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295992985367775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062117934226989746, + 0.280707448720932, + 0.04278460517525673, + 0.023131104186177254, + 0.04106629639863968, + 0.02713089995086193, + 0.12374268472194672, + 0.10285446792840958, + 0.13986478745937347, + 0.156599760055542 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.023295992985367775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05905844643712044, + 0.6375922560691833, + 0.08310719579458237, + 0.02566021867096424, + 0.014479104429483414, + 0.013775717467069626, + 0.015718860551714897, + 0.04723930358886719, + 0.0577305406332016, + 0.045638374984264374 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.00977727584540844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot tilts steadily upward, tracking the powerful ascent of the SpaceX Starship rocket as it majestically pierces a thick, unbroken bank of clouds at sunset. The massive rocket's nose cone, followed by its gleaming stainless steel fuselage, relentlessly propels dense, white vapor, which forms turbulent vortices around its path, violently swirling and tumbling outward. The rocket's metal surfaces, polished to a mirror-like finish, brilliantly reflect the fiery orange and setting sun, while the matte black insulation tile grid on its underbelly retains a stark, non-reflective contrast. As the Starship fully emerges into the clear upper atmosphere, the scene is bathed in the serene, warm light of the golden hour, the sky above transitioning from a soft pink horizon to a deep, tranquil indigo. Below, the intense, dazzling flames of its engines continue to burst through the clouds, casting a pulsating, incandescent white-orange glow that illuminates the churning clouds from within, creating a breathtaking and majestic atmosphere, capturing a moment of sublime technological power against a backdrop of natural beauty.", + "seed": 12202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_10/index_4146_seed_12202_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19103152463212608, + "vlm_logprob": -0.19103152463212608, + "vlm_yes_no_margin": 2.550000011920929, + "vlm_token_credit": -0.19103152463212608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08572988212108612 + ], + "opposite_logprob_tokens": [ + -3.0857298374176025 + ], + "logprob_reward": -0.08572988212108612, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.08572988212108612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.077922023832798, + 0.09788507968187332, + 0.052719105035066605, + 0.022784797474741936, + 0.41531988978385925, + 0.10847066342830658, + 0.06409775465726852, + 0.08098623901605606, + 0.06689541041851044, + 0.012919077649712563 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.08572988212108612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38711532950401306 + ], + "opposite_logprob_tokens": [ + -1.1371153593063354 + ], + "logprob_reward": -0.38711532950401306, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38711532950401306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12160570919513702, + 0.045175474137067795, + 0.10517751425504684, + 0.03214147686958313, + 0.24711763858795166, + 0.09365200996398926, + 0.18927571177482605, + 0.11663874983787537, + 0.025516550987958908, + 0.02369922585785389 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.38711532950401306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42898792028427124 + ], + "opposite_logprob_tokens": [ + -1.053987979888916 + ], + "logprob_reward": -0.42898792028427124, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42898792028427124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09809591621160507, + 0.03957090154290199, + 0.09037589281797409, + 0.025769829750061035, + 0.4344443380832672, + 0.07175381481647491, + 0.09291518479585648, + 0.06473828852176666, + 0.057584892958402634, + 0.02475092187523842 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.42898792028427124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868384823203087 + ], + "opposite_logprob_tokens": [ + -3.0486838817596436 + ], + "logprob_reward": -0.04868384823203087, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868384823203087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04709576070308685, + 0.04396180808544159, + 0.04979531839489937, + 0.021135998889803886, + 0.6282090544700623, + 0.023440878838300705, + 0.04639677703380585, + 0.06213023513555527, + 0.018920589238405228, + 0.05891355127096176 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.04868384823203087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the rocket's nose cone followed by a gleaming stainless steel fuselage visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket's underbelly show a matte black insulation tile grid with a non-reflective finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rocket's metal surfaces reflecting fiery orange and setting sun colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the engine flames burst through the clouds below, casting a pulsating white-orange glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07032829523086548, + 0.07350850105285645, + 0.05950041487812996, + 0.021420123055577278, + 0.5191994309425354, + 0.04131000488996506, + 0.05641956999897957, + 0.09345036000013351, + 0.025055941194295883, + 0.03980740159749985 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.004640643019229174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_tensor([6144, 6144])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_tensor([6144, 6144])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..55832e2d38e308fd243025d7c1843c9de62d1838 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_tensor([6144, 6144])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic overhead shot follows and circles the mythical young hero Nezha, capturing him as he performs a high-speed horizontal spin in mid-air. His signature black, pigtailed hairstyle remains steady amidst the swift movement, his youthful face radiating confidence and focus. He wears a bright red silk bellyband embroidered with golden lotus patterns. The Hun Tian Ling (a magical silk ribbon) woven around him resembles two dancing fire dragons, tracing brilliant crimson trails through the air. His feet rest firmly on a pair of golden fire wheels, blazing with blazing flames and whipping up swift, transparent gusts of wind. The flames illuminate his bronze skin, making it shimmer. With his agile and powerful spin, his body becomes a blurry red afterimage, his powerful energy swirling the swirling purple and deep blue clouds in the background, forming a vast vortex. The entire scene is bathed in a shimmering interplay of light and shadow, the fiery orange-red glow of the fire wheels and the cool, shimmering light of the skyline, creating an epic atmosphere of sacredness, majesty, and explosive power.", + "seed": 31406, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_6144_seed_31406_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06541079971939326, + "vlm_logprob": -0.06541079971939326, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.06541079971939326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22700268030166626 + ], + "opposite_logprob_tokens": [ + -1.6020026206970215 + ], + "logprob_reward": -0.22700268030166626, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22700268030166626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.181160569190979, + 0.03191352263092995, + 0.05963948741555214, + 0.06381259858608246, + 0.07183195650577545, + 0.08498097211122513, + 0.05962105467915535, + 0.12665118277072906, + 0.21910639107227325, + 0.10128220915794373 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.22700268030166626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866569485515356 + ], + "opposite_logprob_tokens": [ + -4.758665561676025 + ], + "logprob_reward": -0.00866569485515356, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866569485515356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2381688803434372, + 0.061781082302331924, + 0.05101776495575905, + 0.0745798647403717, + 0.06646203249692917, + 0.07179515063762665, + 0.08609600365161896, + 0.15918180346488953, + 0.0790233314037323, + 0.11189406365156174 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.00866569485515356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17016606032848358, + 0.0415499247610569, + 0.04139726608991623, + 0.12265113741159439, + 0.06082778051495552, + 0.12948817014694214, + 0.09046769142150879, + 0.10414554178714752, + 0.0891721174120903, + 0.15013423562049866 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810074180364609 + ], + "opposite_logprob_tokens": [ + -3.2881007194519043 + ], + "logprob_reward": -0.03810074180364609, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810074180364609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14013850688934326, + 0.05422331020236015, + 0.07241533696651459, + 0.0968068316578865, + 0.07133567333221436, + 0.13334742188453674, + 0.07304290682077408, + 0.14882737398147583, + 0.11367499083280563, + 0.09618755429983139 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03810074180364609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864376410841942 + ], + "opposite_logprob_tokens": [ + -3.0486438274383545 + ], + "logprob_reward": -0.04864376410841942, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864376410841942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2598593235015869, + 0.048989154398441315, + 0.03278641402721405, + 0.18049220740795135, + 0.06436306238174438, + 0.04689587652683258, + 0.06297434121370316, + 0.11646543443202972, + 0.06445617228746414, + 0.12271803617477417 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04864376410841942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot follows and circles the mythical young hero Nezha, capturing him as he performs a high-speed horizontal spin in mid-air. His signature black, pigtailed hairstyle remains steady amidst the swift movement, his youthful face radiating confidence and focus. He wears a bright red silk bellyband embroidered with golden lotus patterns. The Hun Tian Ling (a magical silk ribbon) woven around him resembles two dancing fire dragons, tracing brilliant crimson trails through the air. His feet rest firmly on a pair of golden fire wheels, blazing with blazing flames and whipping up swift, transparent gusts of wind. The flames illuminate his bronze skin, making it shimmer. With his agile and powerful spin, his body becomes a blurry red afterimage, his powerful energy swirling the swirling purple and deep blue clouds in the background, forming a vast vortex. The entire scene is bathed in a shimmering interplay of light and shadow, the fiery orange-red glow of the fire wheels and the cool, shimmering light of the skyline, creating an epic atmosphere of sacredness, majesty, and explosive power.", + "seed": 31407, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_6144_seed_31407_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043380059441551565, + "vlm_logprob": -0.043380059441551565, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.043380059441551565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12827754020690918 + ], + "opposite_logprob_tokens": [ + -2.128277540206909 + ], + "logprob_reward": -0.12827754020690918, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12827754020690918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12937615811824799, + 0.04431192949414253, + 0.16091610491275787, + 0.08607540279626846, + 0.05824900418519974, + 0.057889048010110855, + 0.03506719321012497, + 0.07356710731983185, + 0.32123932242393494, + 0.03330874815583229 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.12827754020690918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012571847066283226 + ], + "opposite_logprob_tokens": [ + -4.387571811676025 + ], + "logprob_reward": -0.012571847066283226, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012571847066283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15076076984405518, + 0.07569684088230133, + 0.08193469047546387, + 0.04136183112859726, + 0.04355687275528908, + 0.0608578622341156, + 0.06817905604839325, + 0.04717422276735306, + 0.2840682864189148, + 0.1464095264673233 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012571847066283226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196489764377475 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196489764377475, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196489764377475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04650003835558891, + 0.02422969974577427, + 0.09210383892059326, + 0.016065137460827827, + 0.03630317002534866, + 0.01907830499112606, + 0.03932495787739754, + 0.026877669617533684, + 0.6061262488365173, + 0.09339091926813126 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.003196489764377475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798785224556923 + ], + "opposite_logprob_tokens": [ + -3.529798746109009 + ], + "logprob_reward": -0.029798785224556923, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798785224556923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05830155685544014, + 0.016990965232253075, + 0.09658466279506683, + 0.018320772796869278, + 0.05055147036910057, + 0.0177370086312294, + 0.05870247259736061, + 0.027569152414798737, + 0.4695982038974762, + 0.18564373254776 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.029798785224556923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305563494563103 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.04305563494563103, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305563494563103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08041959255933762, + 0.04760078340768814, + 0.06727920472621918, + 0.044995181262493134, + 0.12129215896129608, + 0.044224031269550323, + 0.06369766592979431, + 0.029144100844860077, + 0.3383501172065735, + 0.16299718618392944 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.04305563494563103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot follows and circles the mythical young hero Nezha, capturing him as he performs a high-speed horizontal spin in mid-air. His signature black, pigtailed hairstyle remains steady amidst the swift movement, his youthful face radiating confidence and focus. He wears a bright red silk bellyband embroidered with golden lotus patterns. The Hun Tian Ling (a magical silk ribbon) woven around him resembles two dancing fire dragons, tracing brilliant crimson trails through the air. His feet rest firmly on a pair of golden fire wheels, blazing with blazing flames and whipping up swift, transparent gusts of wind. The flames illuminate his bronze skin, making it shimmer. With his agile and powerful spin, his body becomes a blurry red afterimage, his powerful energy swirling the swirling purple and deep blue clouds in the background, forming a vast vortex. The entire scene is bathed in a shimmering interplay of light and shadow, the fiery orange-red glow of the fire wheels and the cool, shimmering light of the skyline, creating an epic atmosphere of sacredness, majesty, and explosive power.", + "seed": 31408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_6144_seed_31408_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09643309582024813, + "vlm_logprob": -0.09643309582024813, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.09643309582024813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3499748408794403 + ], + "opposite_logprob_tokens": [ + -1.2249748706817627 + ], + "logprob_reward": -0.3499748408794403, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3499748408794403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11411063373088837, + 0.07355476915836334, + 0.07190586626529694, + 0.1383487433195114, + 0.14502324163913727, + 0.13469715416431427, + 0.07324186712503433, + 0.030710309743881226, + 0.16796065866947174, + 0.05044673755764961 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.3499748408794403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026382071897387505 + ], + "opposite_logprob_tokens": [ + -3.6513819694519043 + ], + "logprob_reward": -0.026382071897387505, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026382071897387505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1095888614654541, + 0.07390110939741135, + 0.07144742459058762, + 0.12993109226226807, + 0.1242436021566391, + 0.056161217391490936, + 0.08867695182561874, + 0.11010580509901047, + 0.0681401789188385, + 0.1678037941455841 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.026382071897387505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864406768232584 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.00864406768232584, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864406768232584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08122523128986359, + 0.07235047966241837, + 0.07111071795225143, + 0.23978053033351898, + 0.08201553672552109, + 0.02367866225540638, + 0.03384808078408241, + 0.039387065917253494, + 0.04914957284927368, + 0.3074541985988617 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.00864406768232584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897941768169403 + ], + "opposite_logprob_tokens": [ + -2.5789794921875 + ], + "logprob_reward": -0.07897941768169403, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897941768169403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13009107112884521, + 0.051566872745752335, + 0.10622550547122955, + 0.1457758992910385, + 0.11405733227729797, + 0.049680307507514954, + 0.03164462000131607, + 0.09092438220977783, + 0.04568641632795334, + 0.23434756696224213 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.07897941768169403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2553945779800415, + 0.04842429980635643, + 0.09119512885808945, + 0.037975721061229706, + 0.1056739091873169, + 0.1584073305130005, + 0.12887388467788696, + 0.08212032169103622, + 0.04807865619659424, + 0.04385615885257721 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.018185080960392952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot follows and circles the mythical young hero Nezha, capturing him as he performs a high-speed horizontal spin in mid-air. His signature black, pigtailed hairstyle remains steady amidst the swift movement, his youthful face radiating confidence and focus. He wears a bright red silk bellyband embroidered with golden lotus patterns. The Hun Tian Ling (a magical silk ribbon) woven around him resembles two dancing fire dragons, tracing brilliant crimson trails through the air. His feet rest firmly on a pair of golden fire wheels, blazing with blazing flames and whipping up swift, transparent gusts of wind. The flames illuminate his bronze skin, making it shimmer. With his agile and powerful spin, his body becomes a blurry red afterimage, his powerful energy swirling the swirling purple and deep blue clouds in the background, forming a vast vortex. The entire scene is bathed in a shimmering interplay of light and shadow, the fiery orange-red glow of the fire wheels and the cool, shimmering light of the skyline, creating an epic atmosphere of sacredness, majesty, and explosive power.", + "seed": 31409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_11/index_6144_seed_31409_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06905704829841852, + "vlm_logprob": -0.06905704829841852, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06905704829841852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22728724777698517 + ], + "opposite_logprob_tokens": [ + -1.6022872924804688 + ], + "logprob_reward": -0.22728724777698517, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22728724777698517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08500748872756958, + 0.027373775839805603, + 0.058253318071365356, + 0.048023771494627, + 0.05375538766384125, + 0.0912652462720871, + 0.08376309275627136, + 0.027011411264538765, + 0.5047407746315002, + 0.020805802196264267 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.22728724777698517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215514719486237 + ], + "opposite_logprob_tokens": [ + -4.018215656280518 + ], + "logprob_reward": -0.018215514719486237, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018215514719486237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10363806784152985, + 0.12006332725286484, + 0.08414794504642487, + 0.10346531867980957, + 0.14305554330348969, + 0.06911608576774597, + 0.10145246982574463, + 0.06748595833778381, + 0.15202228724956512, + 0.05555303394794464 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.018215514719486237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742109544575214 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006742109544575214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742109544575214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08583023399114609, + 0.07587326318025589, + 0.05219379812479019, + 0.1336706578731537, + 0.06023731455206871, + 0.051895782351493835, + 0.17070911824703217, + 0.061641279608011246, + 0.2464684098958969, + 0.06148015335202217 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.006742109544575214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809385746717453 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809385746717453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809385746717453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07710811495780945, + 0.04237568378448486, + 0.03606915846467018, + 0.050795070827007294, + 0.04870188981294632, + 0.044291187077760696, + 0.3880167603492737, + 0.10619162768125534, + 0.18188512325286865, + 0.024565335363149643 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.03809385746717453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young hero named Nezha with bronze skin and a black pigtailed hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Nezha performing a high-speed horizontal spin in mid-air while wearing a bright red silk bellyband with golden lotus patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden fire wheels visible beneath his feet, blazing with flames and creating transparent gusts of wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Hun Tian Ling (magical silk ribbon) appear as two dancing fire dragons tracing brilliant crimson trails through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead view that follows and circles the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494651198387146 + ], + "opposite_logprob_tokens": [ + -2.9299464225769043 + ], + "logprob_reward": -0.05494651198387146, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494651198387146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1642991304397583, + 0.10809528082609177, + 0.032099828124046326, + 0.05567068234086037, + 0.0695374459028244, + 0.08274311572313309, + 0.2495117336511612, + 0.09814674407243729, + 0.09965774416923523, + 0.040238264948129654 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.05494651198387146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_tensor([3785, 3785])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_tensor([3785, 3785])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b5618c6ce24af5cb4bb2429c121fb8043015148b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_tensor([3785, 3785])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a gentle overhead medium shot, the camera executing a slow, graceful orbiting movement around the center of the scene. The focal point is a green-gold rain frog, comfortably perched atop a giant, fairytale mushroom, its cap adorned with a brilliant red speckled with creamy white, its surface velvety from moisture. The frog's skin is a vibrant, lustrous emerald green, speckled with shimmering golden flecks that catch the light. Its large, round eyes are a deep, inky black, with golden irises. As it chirps melodiously, its translucent, pale yellow throat pouch rhythmically expands and contracts, its entire small body trembling slightly. The entire scene is bathed in the soft, diffuse light of a post-rain sky, free of harsh shadows, its light evenly shimmering over everything. From the broad, lush green leaves of the surrounding forest above, heavy, clear drops of water drip silently onto the mushroom cap and run down its edges. As the camera smoothly rotates, the soft-focus, mossy woodland and ancient tree trunks in the background slowly shift, and the entire image becomes saturated, warm, and full of vitality. This gentle movement, the tranquil postures of the creatures, and the magical, rain-washed environment all come together to create an extremely warm and soothing atmosphere, perfectly capturing the captivating essence of the Ghibli animation style.", + "seed": 17031, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_3785_seed_17031_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07903652056120336, + "vlm_logprob": -0.07903652056120336, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.07903652056120336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1042371615767479 + ], + "opposite_logprob_tokens": [ + -2.3542370796203613 + ], + "logprob_reward": -0.1042371615767479, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1042371615767479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07606562972068787, + 0.05617956444621086, + 0.04856402799487114, + 0.0501033291220665, + 0.023264318704605103, + 0.055099841207265854, + 0.2831679582595825, + 0.20018787682056427, + 0.1922258883714676, + 0.015141510404646397 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.1042371615767479 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032103925477713346 + ], + "opposite_logprob_tokens": [ + -5.753210544586182 + ], + "logprob_reward": -0.0032103925477713346, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032103925477713346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08769004791975021, + 0.1615975946187973, + 0.07935409992933273, + 0.09264839440584183, + 0.07355321198701859, + 0.03899379447102547, + 0.23111878335475922, + 0.08867747336626053, + 0.09304524213075638, + 0.053321339190006256 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.0032103925477713346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081555515527725 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.043081555515527725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081555515527725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05938798189163208, + 0.12311464548110962, + 0.06805469840765, + 0.06165323406457901, + 0.05817345902323723, + 0.10877905040979385, + 0.2959529757499695, + 0.10457345843315125, + 0.09848805516958237, + 0.021822480484843254 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.043081555515527725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159557461738586 + ], + "opposite_logprob_tokens": [ + -1.7015955448150635 + ], + "logprob_reward": -0.20159557461738586, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159557461738586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11913125216960907, + 0.10773370414972305, + 0.09532108157873154, + 0.08298764377832413, + 0.06206975504755974, + 0.0849435031414032, + 0.1630789339542389, + 0.11840975284576416, + 0.06711415201425552, + 0.09921030700206757 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.20159557461738586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057918548583984 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.043057918548583984, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057918548583984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10698220133781433, + 0.09541133791208267, + 0.1816827356815338, + 0.05212310329079628, + 0.07189980894327164, + 0.09309165179729462, + 0.04900858923792839, + 0.22752191126346588, + 0.06404208391904831, + 0.058236561715602875 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.043057918548583984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle overhead medium shot, the camera executing a slow, graceful orbiting movement around the center of the scene. The focal point is a green-gold rain frog, comfortably perched atop a giant, fairytale mushroom, its cap adorned with a brilliant red speckled with creamy white, its surface velvety from moisture. The frog's skin is a vibrant, lustrous emerald green, speckled with shimmering golden flecks that catch the light. Its large, round eyes are a deep, inky black, with golden irises. As it chirps melodiously, its translucent, pale yellow throat pouch rhythmically expands and contracts, its entire small body trembling slightly. The entire scene is bathed in the soft, diffuse light of a post-rain sky, free of harsh shadows, its light evenly shimmering over everything. From the broad, lush green leaves of the surrounding forest above, heavy, clear drops of water drip silently onto the mushroom cap and run down its edges. As the camera smoothly rotates, the soft-focus, mossy woodland and ancient tree trunks in the background slowly shift, and the entire image becomes saturated, warm, and full of vitality. This gentle movement, the tranquil postures of the creatures, and the magical, rain-washed environment all come together to create an extremely warm and soothing atmosphere, perfectly capturing the captivating essence of the Ghibli animation style.", + "seed": 17032, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_3785_seed_17032_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11451968713663518, + "vlm_logprob": -0.11451968713663518, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11451968713663518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3155461847782135 + ], + "opposite_logprob_tokens": [ + -1.3155461549758911 + ], + "logprob_reward": -0.3155461847782135, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3155461847782135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058207206428050995, + 0.21741920709609985, + 0.5202316045761108, + 0.053143348544836044, + 0.04883353039622307, + 0.01868145540356636, + 0.020541276782751083, + 0.0367361418902874, + 0.008887428790330887, + 0.017318816855549812 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.3155461847782135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00362905184738338 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.00362905184738338, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00362905184738338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01808188296854496, + 0.09636031836271286, + 0.5169917345046997, + 0.05085944011807442, + 0.030974814668297768, + 0.015746230259537697, + 0.020399460569024086, + 0.22024407982826233, + 0.00826187338680029, + 0.022080188617110252 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.00362905184738338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107167929410934 + ], + "opposite_logprob_tokens": [ + -3.28810715675354 + ], + "logprob_reward": -0.038107167929410934, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107167929410934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0848163366317749, + 0.1036105677485466, + 0.21309593319892883, + 0.08324036747217178, + 0.12642037868499756, + 0.09615922719240189, + 0.05187935382127762, + 0.1553707718849182, + 0.04972349479794502, + 0.035683523863554 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.038107167929410934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037064790725708 + ], + "opposite_logprob_tokens": [ + -1.9103705883026123 + ], + "logprob_reward": -0.16037064790725708, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037064790725708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044593170285224915, + 0.02679481729865074, + 0.6419476270675659, + 0.07593172788619995, + 0.0416170209646225, + 0.02076849900186062, + 0.02259860560297966, + 0.08769001066684723, + 0.012527967803180218, + 0.025530504062771797 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.16037064790725708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054945383220911026 + ], + "opposite_logprob_tokens": [ + -2.929945468902588 + ], + "logprob_reward": -0.054945383220911026, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054945383220911026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07552257925271988, + 0.20794478058815002, + 0.3275620639324188, + 0.053304534405469894, + 0.03158187493681908, + 0.0250431839376688, + 0.014831875450909138, + 0.20271630585193634, + 0.020428670570254326, + 0.04106416925787926 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.054945383220911026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle overhead medium shot, the camera executing a slow, graceful orbiting movement around the center of the scene. The focal point is a green-gold rain frog, comfortably perched atop a giant, fairytale mushroom, its cap adorned with a brilliant red speckled with creamy white, its surface velvety from moisture. The frog's skin is a vibrant, lustrous emerald green, speckled with shimmering golden flecks that catch the light. Its large, round eyes are a deep, inky black, with golden irises. As it chirps melodiously, its translucent, pale yellow throat pouch rhythmically expands and contracts, its entire small body trembling slightly. The entire scene is bathed in the soft, diffuse light of a post-rain sky, free of harsh shadows, its light evenly shimmering over everything. From the broad, lush green leaves of the surrounding forest above, heavy, clear drops of water drip silently onto the mushroom cap and run down its edges. As the camera smoothly rotates, the soft-focus, mossy woodland and ancient tree trunks in the background slowly shift, and the entire image becomes saturated, warm, and full of vitality. This gentle movement, the tranquil postures of the creatures, and the magical, rain-washed environment all come together to create an extremely warm and soothing atmosphere, perfectly capturing the captivating essence of the Ghibli animation style.", + "seed": 17033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_3785_seed_17033_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11036612410098315, + "vlm_logprob": -0.11036612410098315, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.11036612410098315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2838338613510132 + ], + "opposite_logprob_tokens": [ + -1.4088338613510132 + ], + "logprob_reward": -0.2838338613510132, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2838338613510132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16112667322158813, + 0.06883074343204498, + 0.16243207454681396, + 0.13279013335704803, + 0.07518188655376434, + 0.040222134441137314, + 0.02830308862030506, + 0.028681844472885132, + 0.24180229008197784, + 0.06062917411327362 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.2838338613510132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019558602944016457 + ], + "opposite_logprob_tokens": [ + -6.251955986022949 + ], + "logprob_reward": -0.0019558602944016457, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019558602944016457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08751413226127625, + 0.03536711633205414, + 0.37287333607673645, + 0.05702836066484451, + 0.04851681366562843, + 0.033632006496191025, + 0.056005124002695084, + 0.07294612377882004, + 0.14980919659137726, + 0.08630774915218353 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0019558602944016457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026366282254457474 + ], + "opposite_logprob_tokens": [ + -3.6513662338256836 + ], + "logprob_reward": -0.026366282254457474, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026366282254457474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0939556360244751, + 0.03601425513625145, + 0.16150589287281036, + 0.07665590196847916, + 0.08261077105998993, + 0.04025827720761299, + 0.08106464892625809, + 0.0339023731648922, + 0.214547261595726, + 0.17948490381240845 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.026366282254457474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015814483165741 + ], + "opposite_logprob_tokens": [ + -1.7015814781188965 + ], + "logprob_reward": -0.2015814483165741, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015814483165741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03992956876754761, + 0.051881708204746246, + 0.3933223783969879, + 0.09192295372486115, + 0.042989011853933334, + 0.031963951885700226, + 0.01840653456747532, + 0.07338129729032516, + 0.14377863705158234, + 0.11242400109767914 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.2015814483165741 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093168288469315 + ], + "opposite_logprob_tokens": [ + -3.288093090057373 + ], + "logprob_reward": -0.038093168288469315, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093168288469315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1140177994966507, + 0.030967378988862038, + 0.0491073839366436, + 0.10965786129236221, + 0.03527170047163963, + 0.07116905599832535, + 0.03301117196679115, + 0.060033854097127914, + 0.0889088362455368, + 0.40785497426986694 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.038093168288469315 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle overhead medium shot, the camera executing a slow, graceful orbiting movement around the center of the scene. The focal point is a green-gold rain frog, comfortably perched atop a giant, fairytale mushroom, its cap adorned with a brilliant red speckled with creamy white, its surface velvety from moisture. The frog's skin is a vibrant, lustrous emerald green, speckled with shimmering golden flecks that catch the light. Its large, round eyes are a deep, inky black, with golden irises. As it chirps melodiously, its translucent, pale yellow throat pouch rhythmically expands and contracts, its entire small body trembling slightly. The entire scene is bathed in the soft, diffuse light of a post-rain sky, free of harsh shadows, its light evenly shimmering over everything. From the broad, lush green leaves of the surrounding forest above, heavy, clear drops of water drip silently onto the mushroom cap and run down its edges. As the camera smoothly rotates, the soft-focus, mossy woodland and ancient tree trunks in the background slowly shift, and the entire image becomes saturated, warm, and full of vitality. This gentle movement, the tranquil postures of the creatures, and the magical, rain-washed environment all come together to create an extremely warm and soothing atmosphere, perfectly capturing the captivating essence of the Ghibli animation style.", + "seed": 17034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_12/index_3785_seed_17034_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08147840518504382, + "vlm_logprob": -0.08147840518504382, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.08147840518504382, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14578258991241455 + ], + "opposite_logprob_tokens": [ + -2.020782470703125 + ], + "logprob_reward": -0.14578258991241455, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14578258991241455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13129551708698273, + 0.031488966196775436, + 0.08957375586032867, + 0.14569179713726044, + 0.16662274301052094, + 0.1682838350534439, + 0.06825956702232361, + 0.13150210678577423, + 0.04372915253043175, + 0.02355247735977173 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.14578258991241455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654050804674625 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004654050804674625, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654050804674625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17526213824748993, + 0.03188297525048256, + 0.05573088675737381, + 0.08001942932605743, + 0.06123793497681618, + 0.18543994426727295, + 0.06266482919454575, + 0.24510522186756134, + 0.03867790475487709, + 0.06397883594036102 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.004654050804674625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497325211763382 + ], + "opposite_logprob_tokens": [ + -2.9299733638763428 + ], + "logprob_reward": -0.05497325211763382, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497325211763382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16401886940002441, + 0.03930887579917908, + 0.05107797682285309, + 0.050088685005903244, + 0.07687775790691376, + 0.1526683121919632, + 0.058253563940525055, + 0.31396880745887756, + 0.0565977580845356, + 0.03713944926857948 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.05497325211763382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904360979795456 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.08904360979795456, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904360979795456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1213391125202179, + 0.10273820906877518, + 0.051578864455223083, + 0.1117471307516098, + 0.10233718901872635, + 0.08195409923791885, + 0.07846925407648087, + 0.20376503467559814, + 0.07941244542598724, + 0.06665864586830139 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.08904360979795456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, graceful orbiting movement around the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-gold rain frog perched atop a giant mushroom with a red cap speckled with creamy white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the frog's throat pouch translucent, pale yellow, and rhythmically expanding and contracting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are heavy, clear drops of water dripping from the surrounding leaves onto the mushroom cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffuse light with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129385232925415 + ], + "opposite_logprob_tokens": [ + -2.237938404083252 + ], + "logprob_reward": -0.1129385232925415, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129385232925415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4871819317340851, + 0.07514461129903793, + 0.04872262105345726, + 0.05084933713078499, + 0.03328116238117218, + 0.025499027222394943, + 0.043400123715400696, + 0.16319866478443146, + 0.0227386262267828, + 0.049983911216259 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.1129385232925415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_tensor([5619, 5619])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_tensor([5619, 5619])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1c38e1f708dbbd615bdf066d00fffed1b5d0c7e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_tensor([5619, 5619])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme, still close-up shot, completely immersed in Makoto Shinkai's poetic light and shadow, focuses on a fiercely raging fire. Blazing orange-red and brilliant golden flames surge and twist with wild grace, the intense heat waves generated at their tips causing the deep, nearly indecipherable black background to tremble and distort in a visible, ripple-like manner. In front of the flames, countless tiny, shimmering golden embers and dust particles, caught in the rising thermals, slowly swirl and drift before the camera, each one clearly capturing and refracting the light, creating delicate, dreamy trails of light. The image is dominated by the flames' own radiance, imbued with intensely warm tones. A faint, blue- and purple-rimmed anamorphic lens flare, traversing the frame, imbues this primal force with his signature visual aesthetic, creating an atmosphere both violent and beautiful, rich in subtle shifts of light and shadow.", + "seed": 22623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_5619_seed_22623_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06433624401688576, + "vlm_logprob": -0.06433624401688576, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06433624401688576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021139079704880714 + ], + "opposite_logprob_tokens": [ + -3.896139144897461 + ], + "logprob_reward": -0.021139079704880714, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021139079704880714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07228579372167587, + 0.10628955066204071, + 0.057674966752529144, + 0.22796106338500977, + 0.031554970890283585, + 0.12501268088817596, + 0.19339317083358765, + 0.01423673052340746, + 0.058449387550354004, + 0.11314165592193604 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.021139079704880714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003205401822924614 + ], + "opposite_logprob_tokens": [ + -5.753205299377441 + ], + "logprob_reward": -0.003205401822924614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003205401822924614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07664774358272552, + 0.10865987092256546, + 0.026792878285050392, + 0.1315804272890091, + 0.030136654153466225, + 0.41471272706985474, + 0.066073939204216, + 0.01473612617701292, + 0.018763866275548935, + 0.11189574003219604 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.003205401822924614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206430494785309 + ], + "opposite_logprob_tokens": [ + -2.8120644092559814 + ], + "logprob_reward": -0.06206430494785309, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206430494785309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08781006932258606, + 0.10431773960590363, + 0.018096765503287315, + 0.33600693941116333, + 0.043117206543684006, + 0.19467656314373016, + 0.03980867564678192, + 0.016499873250722885, + 0.045024529099464417, + 0.11464166641235352 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.06206430494785309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701326698064804 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701326698064804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701326698064804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07171820104122162, + 0.14836791157722473, + 0.05755674093961716, + 0.31908899545669556, + 0.11098400503396988, + 0.06075122207403183, + 0.06977961957454681, + 0.024111075326800346, + 0.03730613365769386, + 0.10033604502677917 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.033701326698064804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157110691070557 + ], + "opposite_logprob_tokens": [ + -1.7015711069107056 + ], + "logprob_reward": -0.20157110691070557, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157110691070557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19729191064834595, + 0.06542062759399414, + 0.04800019413232803, + 0.08624744415283203, + 0.11932199448347092, + 0.29861685633659363, + 0.03812180459499359, + 0.027822425588965416, + 0.029772620648145676, + 0.08938411623239517 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.20157110691070557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, still close-up shot, completely immersed in Makoto Shinkai's poetic light and shadow, focuses on a fiercely raging fire. Blazing orange-red and brilliant golden flames surge and twist with wild grace, the intense heat waves generated at their tips causing the deep, nearly indecipherable black background to tremble and distort in a visible, ripple-like manner. In front of the flames, countless tiny, shimmering golden embers and dust particles, caught in the rising thermals, slowly swirl and drift before the camera, each one clearly capturing and refracting the light, creating delicate, dreamy trails of light. The image is dominated by the flames' own radiance, imbued with intensely warm tones. A faint, blue- and purple-rimmed anamorphic lens flare, traversing the frame, imbues this primal force with his signature visual aesthetic, creating an atmosphere both violent and beautiful, rich in subtle shifts of light and shadow.", + "seed": 22624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_5619_seed_22624_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0927191274240613, + "vlm_logprob": -0.0927191274240613, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.0927191274240613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06294059753417969 + ], + "opposite_logprob_tokens": [ + -2.8129405975341797 + ], + "logprob_reward": -0.06294059753417969, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06294059753417969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14842431247234344, + 0.04750717803835869, + 0.040062252432107925, + 0.055448099970817566, + 0.15734541416168213, + 0.13642187416553497, + 0.09197524189949036, + 0.1685689389705658, + 0.08762816339731216, + 0.06661852449178696 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.06294059753417969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466045830398798 + ], + "opposite_logprob_tokens": [ + -5.379660606384277 + ], + "logprob_reward": -0.00466045830398798, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466045830398798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1568574458360672, + 0.04852670431137085, + 0.02191002108156681, + 0.17454293370246887, + 0.07998093962669373, + 0.1183718666434288, + 0.07771920412778854, + 0.115733802318573, + 0.07930393517017365, + 0.1270531564950943 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.00466045830398798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035442560911179 + ], + "opposite_logprob_tokens": [ + -2.3503544330596924 + ], + "logprob_reward": -0.10035442560911179, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035442560911179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11848080158233643, + 0.02883208729326725, + 0.024640731513500214, + 0.06818655878305435, + 0.04409328103065491, + 0.08738093823194504, + 0.056222300976514816, + 0.3776305019855499, + 0.04065246134996414, + 0.15388034284114838 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.10035442560911179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003448903560638 + ], + "opposite_logprob_tokens": [ + -2.6950345039367676 + ], + "logprob_reward": -0.07003448903560638, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003448903560638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13468872010707855, + 0.06588385254144669, + 0.027005719020962715, + 0.16645567119121552, + 0.05448523536324501, + 0.07373374700546265, + 0.1187397912144661, + 0.09189079701900482, + 0.12920598685741425, + 0.13791044056415558 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.07003448903560638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560566663742065 + ], + "opposite_logprob_tokens": [ + -1.6006057262420654 + ], + "logprob_reward": -0.22560566663742065, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560566663742065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22621726989746094, + 0.03177232667803764, + 0.027700189501047134, + 0.038888439536094666, + 0.04678557813167572, + 0.12437549978494644, + 0.08445959538221359, + 0.052977971732616425, + 0.12737677991390228, + 0.23944629728794098 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.22560566663742065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, still close-up shot, completely immersed in Makoto Shinkai's poetic light and shadow, focuses on a fiercely raging fire. Blazing orange-red and brilliant golden flames surge and twist with wild grace, the intense heat waves generated at their tips causing the deep, nearly indecipherable black background to tremble and distort in a visible, ripple-like manner. In front of the flames, countless tiny, shimmering golden embers and dust particles, caught in the rising thermals, slowly swirl and drift before the camera, each one clearly capturing and refracting the light, creating delicate, dreamy trails of light. The image is dominated by the flames' own radiance, imbued with intensely warm tones. A faint, blue- and purple-rimmed anamorphic lens flare, traversing the frame, imbues this primal force with his signature visual aesthetic, creating an atmosphere both violent and beautiful, rich in subtle shifts of light and shadow.", + "seed": 22625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_5619_seed_22625_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0895871801301837, + "vlm_logprob": -0.0895871801301837, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.0895871801301837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02378583885729313 + ], + "opposite_logprob_tokens": [ + -3.7737858295440674 + ], + "logprob_reward": -0.02378583885729313, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02378583885729313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06904486566781998, + 0.04448030889034271, + 0.019133327528834343, + 0.03079809807240963, + 0.6739299893379211, + 0.028422076255083084, + 0.05817662179470062, + 0.02741049975156784, + 0.03510430082678795, + 0.013499853201210499 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.02378583885729313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107610322535038 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107610322535038, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107610322535038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10623390227556229, + 0.10865223407745361, + 0.03757857531309128, + 0.06452837586402893, + 0.4864290654659271, + 0.021194476634263992, + 0.08665278553962708, + 0.028510503470897675, + 0.03819229453802109, + 0.02202777750790119 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.004107610322535038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297941207885742 + ], + "opposite_logprob_tokens": [ + -2.2379794120788574 + ], + "logprob_reward": -0.11297941207885742, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297941207885742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12797944247722626, + 0.16911962628364563, + 0.08467484265565872, + 0.05440250411629677, + 0.305149108171463, + 0.04890900105237961, + 0.13080136477947235, + 0.038603052496910095, + 0.02580498531460762, + 0.014556062407791615 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.11297941207885742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496027693152428 + ], + "opposite_logprob_tokens": [ + -2.929960250854492 + ], + "logprob_reward": -0.05496027693152428, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496027693152428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08924368023872375, + 0.059801824390888214, + 0.022227289155125618, + 0.12770788371562958, + 0.5273995995521545, + 0.026782916858792305, + 0.06419746577739716, + 0.04601536691188812, + 0.02210305444896221, + 0.01452095340937376 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.05496027693152428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521027624607086 + ], + "opposite_logprob_tokens": [ + -1.5021027326583862 + ], + "logprob_reward": -0.2521027624607086, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521027624607086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06624351441860199, + 0.09199817478656769, + 0.060550909489393234, + 0.3462268114089966, + 0.25452449917793274, + 0.034469567239284515, + 0.06436663120985031, + 0.03595646843314171, + 0.026076819747686386, + 0.01958661712706089 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.2521027624607086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, still close-up shot, completely immersed in Makoto Shinkai's poetic light and shadow, focuses on a fiercely raging fire. Blazing orange-red and brilliant golden flames surge and twist with wild grace, the intense heat waves generated at their tips causing the deep, nearly indecipherable black background to tremble and distort in a visible, ripple-like manner. In front of the flames, countless tiny, shimmering golden embers and dust particles, caught in the rising thermals, slowly swirl and drift before the camera, each one clearly capturing and refracting the light, creating delicate, dreamy trails of light. The image is dominated by the flames' own radiance, imbued with intensely warm tones. A faint, blue- and purple-rimmed anamorphic lens flare, traversing the frame, imbues this primal force with his signature visual aesthetic, creating an atmosphere both violent and beautiful, rich in subtle shifts of light and shadow.", + "seed": 22626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_13/index_5619_seed_22626_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02951339273713529, + "vlm_logprob": -0.02951339273713529, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02951339273713529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013460355810821056 + ], + "opposite_logprob_tokens": [ + -4.388460159301758 + ], + "logprob_reward": -0.013460355810821056, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013460355810821056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889154016971588, + 0.1418147087097168, + 0.06849095970392227, + 0.11202889680862427, + 0.1028997078537941, + 0.04565982148051262, + 0.07727126032114029, + 0.20012891292572021, + 0.0405736081302166, + 0.02221677079796791 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.013460355810821056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011881680693477392 + ], + "opposite_logprob_tokens": [ + -6.751188278198242 + ], + "logprob_reward": -0.0011881680693477392, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011881680693477392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10864673554897308, + 0.06392115354537964, + 0.03674855828285217, + 0.03804554045200348, + 0.23662583529949188, + 0.1690187305212021, + 0.10989857465028763, + 0.1271679401397705, + 0.08224395662546158, + 0.027682937681674957 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0011881680693477392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294946178793907 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294946178793907, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294946178793907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18033058941364288, + 0.06038340553641319, + 0.05336697772145271, + 0.034700244665145874, + 0.1995856761932373, + 0.1965467482805252, + 0.09594589471817017, + 0.11748328804969788, + 0.03131144121289253, + 0.030345814302563667 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.023294946178793907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577052608132362 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.020577052608132362, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577052608132362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2460963875055313, + 0.08180895447731018, + 0.045668747276067734, + 0.051438454538583755, + 0.0969901829957962, + 0.2264600694179535, + 0.09227435290813446, + 0.08672615885734558, + 0.03749200701713562, + 0.03504468873143196 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.020577052608132362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a fiercely raging fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flames blazing orange-red and brilliant golden, surging and twisting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background deep and nearly indecipherable black, showing visible ripple-like distortion from heat waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless tiny, shimmering golden embers and dust particles visible swirling and drifting in front of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint, blue- and purple-rimmed anamorphic lens flare traversing the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904644101858139 + ], + "opposite_logprob_tokens": [ + -2.4640464782714844 + ], + "logprob_reward": -0.08904644101858139, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904644101858139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14286358654499054, + 0.07354787737131119, + 0.023307090625166893, + 0.037953268736600876, + 0.027472499758005142, + 0.15296007692813873, + 0.10922059416770935, + 0.3459847569465637, + 0.04839181527495384, + 0.03829851746559143 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.08904644101858139 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_tensor([2683, 2683])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_tensor([2683, 2683])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22df856d474a9d5fdb5dae54f24973a0aa072523 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_tensor([2683, 2683])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "deeply immersive first-person camera shot from the driver's seat. The torrential downpour lashes the car's windshield like a dense curtain of water, gathering into countless twisting streams and cascading down, blurring the world outside into a chaotic haze of light and shadow. The windshield wipers swung back and forth in an almost frantic, rhythmic rhythm, each pass producing a sharp, forceful scraping sound as they desperately tried to rip a fleeting glimpse of vision through the cascade of water. Below, the driver's hands gripped the black leather steering wheel tightly, their knuckles white with strain, the veins on the backs of their hands bulging with intense concentration. Suddenly, the tension gave way, and the clenched hands loosened, their knuckles unfurling, their palms resting lightly on the steering wheel. The driver casually glanced upwards in the rearview mirror, revealing a pair of tired eyes that were instantly illuminated by ecstasy. His tense mouth relaxed into a heartfelt, relieved smile, even the slightest wrinkles forming at the corners of his eyes. At that moment, despite the raging storm outside, the interior of the car was filled with a sense of triumph, a sense of finally crossing the finish line after a grueling battle, a silent yet powerful emotional tension.", + "seed": 12606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_2683_seed_12606_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19026512056589126, + "vlm_logprob": -0.19026512056589126, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.19026512056589126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023949960246682167 + ], + "opposite_logprob_tokens": [ + -4.273950099945068 + ], + "logprob_reward": -0.023949960246682167, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.023949960246682167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052781980484724045, + 0.06964078545570374, + 0.022287478670477867, + 0.08607291430234909, + 0.20381514728069305, + 0.06769026815891266, + 0.05213030055165291, + 0.11304724961519241, + 0.28912171721458435, + 0.043412115424871445 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.023949960246682167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289517402648926 + ], + "opposite_logprob_tokens": [ + -1.0539517402648926 + ], + "logprob_reward": -0.4289517402648926, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289517402648926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08019790053367615, + 0.06989013403654099, + 0.18239867687225342, + 0.13497832417488098, + 0.14885467290878296, + 0.03227973356842995, + 0.14581990242004395, + 0.036683324724435806, + 0.07325015962123871, + 0.09564713388681412 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.4289517402648926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256748378276825 + ], + "opposite_logprob_tokens": [ + -1.6006748676300049 + ], + "logprob_reward": -0.2256748378276825, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256748378276825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1045716255903244, + 0.042719703167676926, + 0.05952465534210205, + 0.09441199153661728, + 0.03693724051117897, + 0.0757356658577919, + 0.1754426509141922, + 0.05767646059393883, + 0.07367110997438431, + 0.27930882573127747 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.2256748378276825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609049126505852 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609049126505852, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609049126505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06874506920576096, + 0.04821441322565079, + 0.031003905460238457, + 0.03682379797101021, + 0.046931467950344086, + 0.04997992515563965, + 0.05676020309329033, + 0.07921329140663147, + 0.3033298850059509, + 0.27899813652038574 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.020609049126505852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25214001536369324 + ], + "opposite_logprob_tokens": [ + -1.5021400451660156 + ], + "logprob_reward": -0.25214001536369324, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25214001536369324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030231023207306862, + 0.026201853528618813, + 0.013753117062151432, + 0.019356723874807358, + 0.03518244996666908, + 0.0254362840205431, + 0.054315388202667236, + 0.06009756028652191, + 0.4731779992580414, + 0.26224765181541443 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.25214001536369324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply immersive first-person camera shot from the driver's seat. The torrential downpour lashes the car's windshield like a dense curtain of water, gathering into countless twisting streams and cascading down, blurring the world outside into a chaotic haze of light and shadow. The windshield wipers swung back and forth in an almost frantic, rhythmic rhythm, each pass producing a sharp, forceful scraping sound as they desperately tried to rip a fleeting glimpse of vision through the cascade of water. Below, the driver's hands gripped the black leather steering wheel tightly, their knuckles white with strain, the veins on the backs of their hands bulging with intense concentration. Suddenly, the tension gave way, and the clenched hands loosened, their knuckles unfurling, their palms resting lightly on the steering wheel. The driver casually glanced upwards in the rearview mirror, revealing a pair of tired eyes that were instantly illuminated by ecstasy. His tense mouth relaxed into a heartfelt, relieved smile, even the slightest wrinkles forming at the corners of his eyes. At that moment, despite the raging storm outside, the interior of the car was filled with a sense of triumph, a sense of finally crossing the finish line after a grueling battle, a silent yet powerful emotional tension.", + "seed": 12607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_2683_seed_12607_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18038976415991784, + "vlm_logprob": -0.18038976415991784, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.18038976415991784, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05394560843706131 + ], + "opposite_logprob_tokens": [ + -3.928945541381836 + ], + "logprob_reward": -0.05394560843706131, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.05394560843706131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359673827886581, + 0.05529899150133133, + 0.11468236893415451, + 0.02350827492773533, + 0.033668454736471176, + 0.03223355486989021, + 0.1105838343501091, + 0.06255611032247543, + 0.053929198533296585, + 0.43994247913360596 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.05394560843706131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933955550193787 + ], + "opposite_logprob_tokens": [ + -0.6933955550193787 + ], + "logprob_reward": -0.6933955550193787, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933955550193787, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09461233764886856, + 0.2013443559408188, + 0.08274456858634949, + 0.015177695080637932, + 0.05266450345516205, + 0.027123678475618362, + 0.0622328519821167, + 0.15478143095970154, + 0.054437339305877686, + 0.25488123297691345 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.6933955550193787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501319468021393 + ], + "opposite_logprob_tokens": [ + -2.9300131797790527 + ], + "logprob_reward": -0.05501319468021393, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501319468021393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038511451333761215, + 0.3090004622936249, + 0.11221384257078171, + 0.024189123883843422, + 0.044824257493019104, + 0.042256422340869904, + 0.020451219752430916, + 0.01720309630036354, + 0.013000547885894775, + 0.37834954261779785 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.05501319468021393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602043718099594 + ], + "opposite_logprob_tokens": [ + -3.895601987838745 + ], + "logprob_reward": -0.020602043718099594, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602043718099594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02877168357372284, + 0.061069004237651825, + 0.014135397970676422, + 0.01569431647658348, + 0.01880183443427086, + 0.006185500416904688, + 0.04668731242418289, + 0.10751108080148697, + 0.10585912317037582, + 0.5952847003936768 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.020602043718099594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899241894483566 + ], + "opposite_logprob_tokens": [ + -2.5789923667907715 + ], + "logprob_reward": -0.07899241894483566, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899241894483566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03712284192442894, + 0.07587353885173798, + 0.016595592722296715, + 0.00951562449336052, + 0.018566733226180077, + 0.011576365679502487, + 0.0163495521992445, + 0.11176756024360657, + 0.06005769222974777, + 0.6425744295120239 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.07899241894483566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply immersive first-person camera shot from the driver's seat. The torrential downpour lashes the car's windshield like a dense curtain of water, gathering into countless twisting streams and cascading down, blurring the world outside into a chaotic haze of light and shadow. The windshield wipers swung back and forth in an almost frantic, rhythmic rhythm, each pass producing a sharp, forceful scraping sound as they desperately tried to rip a fleeting glimpse of vision through the cascade of water. Below, the driver's hands gripped the black leather steering wheel tightly, their knuckles white with strain, the veins on the backs of their hands bulging with intense concentration. Suddenly, the tension gave way, and the clenched hands loosened, their knuckles unfurling, their palms resting lightly on the steering wheel. The driver casually glanced upwards in the rearview mirror, revealing a pair of tired eyes that were instantly illuminated by ecstasy. His tense mouth relaxed into a heartfelt, relieved smile, even the slightest wrinkles forming at the corners of his eyes. At that moment, despite the raging storm outside, the interior of the car was filled with a sense of triumph, a sense of finally crossing the finish line after a grueling battle, a silent yet powerful emotional tension.", + "seed": 12608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_2683_seed_12608_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27749075964093206, + "vlm_logprob": -0.27749075964093206, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.27749075964093206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09634505212306976 + ], + "opposite_logprob_tokens": [ + -2.5963449478149414 + ], + "logprob_reward": -0.09634505212306976, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09634505212306976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08219055831432343, + 0.03767401725053787, + 0.1466105431318283, + 0.02691754326224327, + 0.47971311211586, + 0.08317569643259048, + 0.023144619539380074, + 0.03204860910773277, + 0.03994373977184296, + 0.0485815703868866 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.09634505212306976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762023329734802 + ], + "opposite_logprob_tokens": [ + -0.8262023329734802 + ], + "logprob_reward": -0.5762023329734802, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762023329734802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08619891852140427, + 0.051861122250556946, + 0.07212068885564804, + 0.04226337745785713, + 0.4148486852645874, + 0.06340259313583374, + 0.044013943523168564, + 0.09387094527482986, + 0.07427836954593658, + 0.057141292840242386 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.5762023329734802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25218772888183594 + ], + "opposite_logprob_tokens": [ + -1.502187728881836 + ], + "logprob_reward": -0.25218772888183594, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25218772888183594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23576460778713226, + 0.029494134709239006, + 0.049117233604192734, + 0.07836031168699265, + 0.39476361870765686, + 0.055822309106588364, + 0.032419413328170776, + 0.07172826677560806, + 0.020531615242362022, + 0.03199850022792816 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.25218772888183594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373371437191963 + ], + "opposite_logprob_tokens": [ + -3.408733606338501 + ], + "logprob_reward": -0.03373371437191963, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373371437191963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07144032418727875, + 0.05945979431271553, + 0.11625069379806519, + 0.13333840668201447, + 0.2790868580341339, + 0.03852197900414467, + 0.02654649317264557, + 0.0723407194018364, + 0.09112432599067688, + 0.11189040541648865 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.03373371437191963 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42898496985435486 + ], + "opposite_logprob_tokens": [ + -1.0539849996566772 + ], + "logprob_reward": -0.42898496985435486, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42898496985435486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06480705738067627, + 0.03353504464030266, + 0.08424587547779083, + 0.06677433103322983, + 0.08592820912599564, + 0.027839478105306625, + 0.047863706946372986, + 0.07599244266748428, + 0.3453461527824402, + 0.1676676720380783 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.42898496985435486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply immersive first-person camera shot from the driver's seat. The torrential downpour lashes the car's windshield like a dense curtain of water, gathering into countless twisting streams and cascading down, blurring the world outside into a chaotic haze of light and shadow. The windshield wipers swung back and forth in an almost frantic, rhythmic rhythm, each pass producing a sharp, forceful scraping sound as they desperately tried to rip a fleeting glimpse of vision through the cascade of water. Below, the driver's hands gripped the black leather steering wheel tightly, their knuckles white with strain, the veins on the backs of their hands bulging with intense concentration. Suddenly, the tension gave way, and the clenched hands loosened, their knuckles unfurling, their palms resting lightly on the steering wheel. The driver casually glanced upwards in the rearview mirror, revealing a pair of tired eyes that were instantly illuminated by ecstasy. His tense mouth relaxed into a heartfelt, relieved smile, even the slightest wrinkles forming at the corners of his eyes. At that moment, despite the raging storm outside, the interior of the car was filled with a sense of triumph, a sense of finally crossing the finish line after a grueling battle, a silent yet powerful emotional tension.", + "seed": 12609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_14/index_2683_seed_12609_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2202388033270836, + "vlm_logprob": -0.2202388033270836, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.2202388033270836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1513817459344864 + ], + "opposite_logprob_tokens": [ + -2.151381731033325 + ], + "logprob_reward": -0.1513817459344864, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1513817459344864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2864437699317932, + 0.05575224757194519, + 0.04783041775226593, + 0.06522904336452484, + 0.07009748369455338, + 0.13042977452278137, + 0.18731799721717834, + 0.049453429877758026, + 0.06962035596370697, + 0.03782550245523453 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.1513817459344864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871600329875946 + ], + "opposite_logprob_tokens": [ + -1.137160062789917 + ], + "logprob_reward": -0.3871600329875946, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871600329875946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945851743221283, + 0.09176557511091232, + 0.037837203592061996, + 0.04461560398340225, + 0.25243890285491943, + 0.0400121845304966, + 0.23307788372039795, + 0.04157467931509018, + 0.04190300405025482, + 0.022189725190401077 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.3871600329875946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301965266466141 + ], + "opposite_logprob_tokens": [ + -2.2380197048187256 + ], + "logprob_reward": -0.11301965266466141, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301965266466141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.401708722114563, + 0.14981068670749664, + 0.022870700806379318, + 0.018145203590393066, + 0.08099988847970963, + 0.03139709308743477, + 0.18469469249248505, + 0.028539733961224556, + 0.04220137745141983, + 0.03963190317153931 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.11301965266466141 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617574453353882 + ], + "opposite_logprob_tokens": [ + -3.8956174850463867 + ], + "logprob_reward": -0.020617574453353882, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617574453353882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41402870416641235, + 0.04549413174390793, + 0.04181860014796257, + 0.04543933644890785, + 0.09033575654029846, + 0.08000994473695755, + 0.09609507769346237, + 0.059852875769138336, + 0.07618863135576248, + 0.05073690414428711 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.020617574453353882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned from the driver's seat providing a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the windshield covered in torrential rain with water streams and a blurred chaotic background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are windshield wipers visible moving back and forth across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the driver's hands visible gripping a black leather steering wheel, transitioning from a tense grip to a relaxed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the driver look into the rearview mirror revealing tired eyes and a relieved smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42901501059532166 + ], + "opposite_logprob_tokens": [ + -1.054015040397644 + ], + "logprob_reward": -0.42901501059532166, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42901501059532166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16723009943962097, + 0.033408209681510925, + 0.02670166827738285, + 0.03396492078900337, + 0.037949055433273315, + 0.08860893547534943, + 0.3177342414855957, + 0.07926803827285767, + 0.11060984432697296, + 0.10452495515346527 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.42901501059532166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_tensor([7221, 7221])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_tensor([7221, 7221])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5cd2784774a8f3dfea05e8fff193634c1524c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_tensor([7221, 7221])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning drone shot begins, initially tracking parallel to the vessel, then gracefully pulls back and rises to capture a full-body shot of a majestic three-masted sailing ship. Its hull, constructed of polished dark mahogany, gleams in the sunlight, its towering masts bearing massive, brilliant white sails, all fully deployed and taut, billowing powerfully in the steady sea breeze. The sailboat glides smoothly and deliberately across the open sea, its sharp bow cutting cleanly through the azure deep water, leaving behind a crisp V-shaped wake of white foam, shimmering in its wake. In the distance, the rugged coastline, green mountains, and pale cliffs recede into a soft, hazy line on the horizon. Bright sunlight bathes the entire scene, casting dazzling reflections on the gentle waves of the water. The sails appear almost luminous against the vast, clear blue sky, dotted with a few wispy clouds. The overall atmosphere is one of quiet grandeur and adventurous freedom, capturing the powerful and quiet beginning of an epic journey.", + "seed": 3510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_7221_seed_3510_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2673665965907276, + "vlm_logprob": -0.2673665965907276, + "vlm_yes_no_margin": 3.074999952316284, + "vlm_token_credit": -0.2673665965907276, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00908054132014513 + ], + "opposite_logprob_tokens": [ + -4.759080410003662 + ], + "logprob_reward": -0.00908054132014513, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00908054132014513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19649972021579742, + 0.04285233095288277, + 0.03701859712600708, + 0.16751596331596375, + 0.04723179712891579, + 0.03179287165403366, + 0.03971761092543602, + 0.25626304745674133, + 0.1188160702586174, + 0.06229209899902344 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.00908054132014513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2238353490829468 + ], + "opposite_logprob_tokens": [ + -0.3488353192806244 + ], + "logprob_reward": -1.2238353490829468, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2238353490829468, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08810345083475113, + 0.056964948773384094, + 0.11772209405899048, + 0.047917138785123825, + 0.012536759488284588, + 0.007495831232517958, + 0.032265644520521164, + 0.5822782516479492, + 0.03470117971301079, + 0.02001475729048252 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -1.2238353490829468 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899682223796844 + ], + "opposite_logprob_tokens": [ + -2.5789968967437744 + ], + "logprob_reward": -0.07899682223796844, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899682223796844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0829373225569725, + 0.022756002843379974, + 0.03788066655397415, + 0.03673866391181946, + 0.03822552040219307, + 0.021182605996727943, + 0.04622959718108177, + 0.5291595458984375, + 0.16373169422149658, + 0.021158376708626747 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07899682223796844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11399327963590622, + 0.04611216485500336, + 0.03450983762741089, + 0.06133780628442764, + 0.022249670699238777, + 0.020052434876561165, + 0.03819075599312782, + 0.5084958672523499, + 0.11522400379180908, + 0.039834123104810715 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.018189646303653717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730624008923769 + ], + "opposite_logprob_tokens": [ + -5.006730556488037 + ], + "logprob_reward": -0.006730624008923769, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730624008923769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18867118656635284, + 0.08849463611841202, + 0.09055082499980927, + 0.11363522708415985, + 0.05207346752285957, + 0.05271638184785843, + 0.0206742100417614, + 0.27914005517959595, + 0.08378388732671738, + 0.030260110273957253 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.006730624008923769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning drone shot begins, initially tracking parallel to the vessel, then gracefully pulls back and rises to capture a full-body shot of a majestic three-masted sailing ship. Its hull, constructed of polished dark mahogany, gleams in the sunlight, its towering masts bearing massive, brilliant white sails, all fully deployed and taut, billowing powerfully in the steady sea breeze. The sailboat glides smoothly and deliberately across the open sea, its sharp bow cutting cleanly through the azure deep water, leaving behind a crisp V-shaped wake of white foam, shimmering in its wake. In the distance, the rugged coastline, green mountains, and pale cliffs recede into a soft, hazy line on the horizon. Bright sunlight bathes the entire scene, casting dazzling reflections on the gentle waves of the water. The sails appear almost luminous against the vast, clear blue sky, dotted with a few wispy clouds. The overall atmosphere is one of quiet grandeur and adventurous freedom, capturing the powerful and quiet beginning of an epic journey.", + "seed": 3511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_7221_seed_3511_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4309708245098591, + "vlm_logprob": -0.4309708245098591, + "vlm_yes_no_margin": 2.4499999284744263, + "vlm_token_credit": -0.4309708245098591, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01874985732138157 + ], + "opposite_logprob_tokens": [ + -4.018749713897705 + ], + "logprob_reward": -0.01874985732138157, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01874985732138157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2777250409126282, + 0.15989939868450165, + 0.11397954076528549, + 0.16854114830493927, + 0.05874744430184364, + 0.051240772008895874, + 0.03460076078772545, + 0.06844093650579453, + 0.02152450941503048, + 0.04530047997832298 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01874985732138157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.018035411834717 + ], + "opposite_logprob_tokens": [ + -0.14303533732891083 + ], + "logprob_reward": -2.018035411834717, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.018035411834717, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3230408728122711, + 0.22841797769069672, + 0.11959440261125565, + 0.07410838454961777, + 0.023756083101034164, + 0.02636042796075344, + 0.03711601346731186, + 0.04876382276415825, + 0.05879288911819458, + 0.06004907935857773 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.018035411834717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006727904081345 + ], + "opposite_logprob_tokens": [ + -2.6950671672821045 + ], + "logprob_reward": -0.07006727904081345, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006727904081345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3214418292045593, + 0.20435188710689545, + 0.07362323254346848, + 0.10686365514993668, + 0.04457899183034897, + 0.044587142765522, + 0.041268497705459595, + 0.03926173970103264, + 0.06252950429916382, + 0.06149347871541977 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07006727904081345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816025868058205 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029816025868058205, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816025868058205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3859206736087799, + 0.2098751664161682, + 0.05535498261451721, + 0.10309423506259918, + 0.057370711117982864, + 0.059535086154937744, + 0.016011184081435204, + 0.051936883479356766, + 0.025239136070013046, + 0.03566191345453262 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.029816025868058205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23835213482379913, + 0.22997629642486572, + 0.1729343980550766, + 0.061178069561719894, + 0.034867264330387115, + 0.07894334197044373, + 0.02168906293809414, + 0.03872452676296234, + 0.036439403891563416, + 0.08689547330141068 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01818554848432541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning drone shot begins, initially tracking parallel to the vessel, then gracefully pulls back and rises to capture a full-body shot of a majestic three-masted sailing ship. Its hull, constructed of polished dark mahogany, gleams in the sunlight, its towering masts bearing massive, brilliant white sails, all fully deployed and taut, billowing powerfully in the steady sea breeze. The sailboat glides smoothly and deliberately across the open sea, its sharp bow cutting cleanly through the azure deep water, leaving behind a crisp V-shaped wake of white foam, shimmering in its wake. In the distance, the rugged coastline, green mountains, and pale cliffs recede into a soft, hazy line on the horizon. Bright sunlight bathes the entire scene, casting dazzling reflections on the gentle waves of the water. The sails appear almost luminous against the vast, clear blue sky, dotted with a few wispy clouds. The overall atmosphere is one of quiet grandeur and adventurous freedom, capturing the powerful and quiet beginning of an epic journey.", + "seed": 3512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_7221_seed_3512_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17727691931650041, + "vlm_logprob": -0.17727691931650041, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.17727691931650041, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007869312539696693 + ], + "opposite_logprob_tokens": [ + -4.882869243621826 + ], + "logprob_reward": -0.007869312539696693, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007869312539696693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1153021827340126, + 0.14956355094909668, + 0.08222342282533646, + 0.08177056163549423, + 0.04547910392284393, + 0.04461946710944176, + 0.16549186408519745, + 0.10867302119731903, + 0.12155776470899582, + 0.08531904220581055 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.007869312539696693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8263384699821472 + ], + "opposite_logprob_tokens": [ + -0.5763384699821472 + ], + "logprob_reward": -0.8263384699821472, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8263384699821472, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10301327705383301, + 0.20255708694458008, + 0.07016806304454803, + 0.1347518116235733, + 0.044575124979019165, + 0.05249094218015671, + 0.11310464888811111, + 0.09678835421800613, + 0.08459224551916122, + 0.09795843809843063 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.8263384699821472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350608095526695 + ], + "opposite_logprob_tokens": [ + -3.651350498199463 + ], + "logprob_reward": -0.026350608095526695, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350608095526695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10249195247888565, + 0.06684154272079468, + 0.03508744388818741, + 0.07404094934463501, + 0.07079293578863144, + 0.09564994275569916, + 0.09589551389217377, + 0.14044034481048584, + 0.15331298112869263, + 0.16544638574123383 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.026350608095526695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057810313999653 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057810313999653, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057810313999653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15771469473838806, + 0.07942312210798264, + 0.051141075789928436, + 0.052621617913246155, + 0.07073104381561279, + 0.08677027374505997, + 0.0793587788939476, + 0.15640847384929657, + 0.07728066295385361, + 0.18855023384094238 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02057810313999653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248102825134993 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248102825134993, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248102825134993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12161920964717865, + 0.11040128767490387, + 0.05539984628558159, + 0.058936815708875656, + 0.1425507664680481, + 0.07420442253351212, + 0.07764320075511932, + 0.11626864224672318, + 0.060691457241773605, + 0.1822843700647354 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.005248102825134993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning drone shot begins, initially tracking parallel to the vessel, then gracefully pulls back and rises to capture a full-body shot of a majestic three-masted sailing ship. Its hull, constructed of polished dark mahogany, gleams in the sunlight, its towering masts bearing massive, brilliant white sails, all fully deployed and taut, billowing powerfully in the steady sea breeze. The sailboat glides smoothly and deliberately across the open sea, its sharp bow cutting cleanly through the azure deep water, leaving behind a crisp V-shaped wake of white foam, shimmering in its wake. In the distance, the rugged coastline, green mountains, and pale cliffs recede into a soft, hazy line on the horizon. Bright sunlight bathes the entire scene, casting dazzling reflections on the gentle waves of the water. The sails appear almost luminous against the vast, clear blue sky, dotted with a few wispy clouds. The overall atmosphere is one of quiet grandeur and adventurous freedom, capturing the powerful and quiet beginning of an epic journey.", + "seed": 3513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_15/index_7221_seed_3513_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.289941125549376, + "vlm_logprob": -0.289941125549376, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.289941125549376, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062410324811935425 + ], + "opposite_logprob_tokens": [ + -2.812410354614258 + ], + "logprob_reward": -0.062410324811935425, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062410324811935425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1137668639421463, + 0.16765354573726654, + 0.1264246702194214, + 0.1477474570274353, + 0.047770582139492035, + 0.0982220396399498, + 0.13386043906211853, + 0.07177392393350601, + 0.0437856949865818, + 0.048994775861501694 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.062410324811935425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134996891021729 + ], + "opposite_logprob_tokens": [ + -0.31349971890449524 + ], + "logprob_reward": -1.3134996891021729, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134996891021729, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27621984481811523, + 0.1549091339111328, + 0.14078925549983978, + 0.05575054883956909, + 0.03195688873529434, + 0.14690445363521576, + 0.09550982713699341, + 0.029516829177737236, + 0.01885056495666504, + 0.04959260672330856 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.3134996891021729 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811397194862366 + ], + "opposite_logprob_tokens": [ + -3.529811382293701 + ], + "logprob_reward": -0.029811397194862366, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811397194862366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10415666550397873, + 0.09774353355169296, + 0.17675697803497314, + 0.048835836350917816, + 0.039907537400722504, + 0.07546873390674591, + 0.08817970752716064, + 0.1461789757013321, + 0.19599245488643646, + 0.02677963115274906 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.029811397194862366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798436909914017 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.029798436909914017, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798436909914017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10349299758672714, + 0.10100609809160233, + 0.2809869050979614, + 0.04176085442304611, + 0.03900732845067978, + 0.18015049397945404, + 0.10466761142015457, + 0.05870595946907997, + 0.060237135738134384, + 0.02998463250696659 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.029798436909914017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a three-masted sailing ship with fully deployed white sails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship's hull made of polished dark mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start by tracking parallel to the vessel and then pull back and rise to a full-body shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship gliding across open sea with a visible V-shaped wake of white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a distant coastline with green mountains and pale cliffs under a clear blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185779727995396 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014185779727995396, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185779727995396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14552119374275208, + 0.0883454903960228, + 0.21216344833374023, + 0.04468486085534096, + 0.04837794229388237, + 0.1257352977991104, + 0.053194109350442886, + 0.06647245585918427, + 0.10013140738010406, + 0.11537385731935501 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.014185779727995396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_tensor([6457, 6457])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_tensor([6457, 6457])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8989b921a73f71e58f9492734af896d9bf311b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_tensor([6457, 6457])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot juxtaposes a rider clad in stylish, form-fitting armor, steering a powerful dirt bike at breakneck speed. The armor is constructed from matte black composite panels with polished silver inlays, reflecting the harsh sunlight. The rider, wearing a full-face helmet with a dark iridium visor, leans forward, expertly navigating the rugged, sun-drenched canyon with an aggressive, focused stance. The bike itself is a high-performance machine, equipped with oversized, knobby tires and a visible, heavy-duty suspension system that compresses and rebounds as it tackles the uneven, rocky terrain. Beneath a cloudless, deep blue sky, the fiery red and orange hues of the towering canyon walls dominate. As the bike traverses the dusty trail, the rear wheel spins violently, kicking up a massive, thick plume of golden-brown dust that billows behind it, catching the intense sunlight and gleaming brightly. The entire scene is imbued with a vibrant, thrilling atmosphere, emphasizing the rider's raw power and speed against the vast, wild landscape.", + "seed": 8245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_6457_seed_8245_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16958800600841642, + "vlm_logprob": -0.16958800600841642, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.16958800600841642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1452665477991104 + ], + "opposite_logprob_tokens": [ + -2.645266532897949 + ], + "logprob_reward": -0.1452665477991104, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.1452665477991104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06410519033670425, + 0.30467620491981506, + 0.05489301308989525, + 0.07366916537284851, + 0.14235790073871613, + 0.026739295572042465, + 0.04375055432319641, + 0.029841283336281776, + 0.021452315151691437, + 0.23851509392261505 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.1452665477991104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991216480731964 + ], + "opposite_logprob_tokens": [ + -1.8049122095108032 + ], + "logprob_reward": -0.17991216480731964, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991216480731964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07984920591115952, + 0.07277139276266098, + 0.21965257823467255, + 0.09086280316114426, + 0.17431049048900604, + 0.13065621256828308, + 0.08551977574825287, + 0.034359291195869446, + 0.04931207746267319, + 0.06270620226860046 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.17991216480731964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47445350885391235 + ], + "opposite_logprob_tokens": [ + -0.9744535088539124 + ], + "logprob_reward": -0.47445350885391235, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47445350885391235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08253826946020126, + 0.1003691703081131, + 0.05603351444005966, + 0.05214891582727432, + 0.21059586107730865, + 0.10011443495750427, + 0.05064729228615761, + 0.029400954023003578, + 0.02588730677962303, + 0.29226425290107727 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.47445350885391235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05355282872915268, + 0.040673259645700455, + 0.08345625549554825, + 0.37358251214027405, + 0.14581362903118134, + 0.08358370512723923, + 0.07277795672416687, + 0.054683465510606766, + 0.03919052705168724, + 0.05268584564328194 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.005253201816231012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305460676550865 + ], + "opposite_logprob_tokens": [ + -3.1680545806884766 + ], + "logprob_reward": -0.04305460676550865, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305460676550865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1288943886756897, + 0.08372386544942856, + 0.02030378207564354, + 0.05495629087090492, + 0.21436582505702972, + 0.2289489358663559, + 0.040113139897584915, + 0.03271140530705452, + 0.016800111159682274, + 0.17918230593204498 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.04305460676550865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot juxtaposes a rider clad in stylish, form-fitting armor, steering a powerful dirt bike at breakneck speed. The armor is constructed from matte black composite panels with polished silver inlays, reflecting the harsh sunlight. The rider, wearing a full-face helmet with a dark iridium visor, leans forward, expertly navigating the rugged, sun-drenched canyon with an aggressive, focused stance. The bike itself is a high-performance machine, equipped with oversized, knobby tires and a visible, heavy-duty suspension system that compresses and rebounds as it tackles the uneven, rocky terrain. Beneath a cloudless, deep blue sky, the fiery red and orange hues of the towering canyon walls dominate. As the bike traverses the dusty trail, the rear wheel spins violently, kicking up a massive, thick plume of golden-brown dust that billows behind it, catching the intense sunlight and gleaming brightly. The entire scene is imbued with a vibrant, thrilling atmosphere, emphasizing the rider's raw power and speed against the vast, wild landscape.", + "seed": 8246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_6457_seed_8246_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18293467927724122, + "vlm_logprob": -0.18293467927724122, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.18293467927724122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10207601636648178 + ], + "opposite_logprob_tokens": [ + -2.7270760536193848 + ], + "logprob_reward": -0.10207601636648178, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.10207601636648178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.143326997756958, + 0.07789888978004456, + 0.06944070756435394, + 0.08886504918336868, + 0.11302829533815384, + 0.14602698385715485, + 0.040270593017339706, + 0.052822187542915344, + 0.2111055850982666, + 0.05721466988325119 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.10207601636648178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603872925043106 + ], + "opposite_logprob_tokens": [ + -1.9103872776031494 + ], + "logprob_reward": -0.1603872925043106, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603872925043106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16030989587306976, + 0.07506322860717773, + 0.07310186326503754, + 0.07392717152833939, + 0.1784200221300125, + 0.2565326988697052, + 0.06076819449663162, + 0.06522540748119354, + 0.030340807512402534, + 0.026310713961720467 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.1603872925043106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762414336204529 + ], + "opposite_logprob_tokens": [ + -0.8262414336204529 + ], + "logprob_reward": -0.5762414336204529, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762414336204529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15604296326637268, + 0.08911196142435074, + 0.047089289873838425, + 0.05082201585173607, + 0.16836242377758026, + 0.24607184529304504, + 0.048605579882860184, + 0.039770446717739105, + 0.10886577516794205, + 0.045257698744535446 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.5762414336204529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949170328676701 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949170328676701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949170328676701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.077082559466362, + 0.1997801661491394, + 0.04993555322289467, + 0.07107643038034439, + 0.09294728934764862, + 0.2639598250389099, + 0.08565874397754669, + 0.061910223215818405, + 0.0802595242857933, + 0.01738964207470417 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.005949170328676701 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001948356628418 + ], + "opposite_logprob_tokens": [ + -2.695019483566284 + ], + "logprob_reward": -0.07001948356628418, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001948356628418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22376039624214172, + 0.0575309582054615, + 0.040392547845840454, + 0.07571771740913391, + 0.11481711268424988, + 0.30319589376449585, + 0.017499597743153572, + 0.03198375552892685, + 0.10579666495323181, + 0.029305394738912582 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.07001948356628418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot juxtaposes a rider clad in stylish, form-fitting armor, steering a powerful dirt bike at breakneck speed. The armor is constructed from matte black composite panels with polished silver inlays, reflecting the harsh sunlight. The rider, wearing a full-face helmet with a dark iridium visor, leans forward, expertly navigating the rugged, sun-drenched canyon with an aggressive, focused stance. The bike itself is a high-performance machine, equipped with oversized, knobby tires and a visible, heavy-duty suspension system that compresses and rebounds as it tackles the uneven, rocky terrain. Beneath a cloudless, deep blue sky, the fiery red and orange hues of the towering canyon walls dominate. As the bike traverses the dusty trail, the rear wheel spins violently, kicking up a massive, thick plume of golden-brown dust that billows behind it, catching the intense sunlight and gleaming brightly. The entire scene is imbued with a vibrant, thrilling atmosphere, emphasizing the rider's raw power and speed against the vast, wild landscape.", + "seed": 8247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_6457_seed_8247_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17235345784574746, + "vlm_logprob": -0.17235345784574746, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.17235345784574746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15429000556468964 + ], + "opposite_logprob_tokens": [ + -2.154289960861206 + ], + "logprob_reward": -0.15429000556468964, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.15429000556468964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22294388711452484, + 0.06716018170118332, + 0.1163954809308052, + 0.06744512170553207, + 0.07551436126232147, + 0.06000213325023651, + 0.1837981939315796, + 0.09052090346813202, + 0.06727103143930435, + 0.048948656767606735 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.15429000556468964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054997287690639496 + ], + "opposite_logprob_tokens": [ + -2.929997205734253 + ], + "logprob_reward": -0.054997287690639496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054997287690639496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08605282753705978, + 0.0433884933590889, + 0.18933267891407013, + 0.055467575788497925, + 0.06892683357000351, + 0.06076855957508087, + 0.2640431821346283, + 0.05365876480937004, + 0.14456088840961456, + 0.03380024805665016 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.054997287690639496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762457251548767 + ], + "opposite_logprob_tokens": [ + -0.8262457251548767 + ], + "logprob_reward": -0.5762457251548767, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762457251548767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15180082619190216, + 0.04439985007047653, + 0.10906733572483063, + 0.06510307639837265, + 0.06239521875977516, + 0.050930578261613846, + 0.10728204995393753, + 0.1566372960805893, + 0.18090243637561798, + 0.07148139923810959 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.5762457251548767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12839184701442719, + 0.1643843799829483, + 0.061676282435655594, + 0.06446629017591476, + 0.06722602993249893, + 0.05013347044587135, + 0.15849758684635162, + 0.08121944218873978, + 0.11593075096607208, + 0.10807394236326218 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620393231511116 + ], + "opposite_logprob_tokens": [ + -2.812039375305176 + ], + "logprob_reward": -0.0620393231511116, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620393231511116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17975902557373047, + 0.08112939447164536, + 0.07692943513393402, + 0.06529580056667328, + 0.16204474866390228, + 0.10140011459589005, + 0.07540160417556763, + 0.18908871710300446, + 0.039037853479385376, + 0.029913337901234627 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0620393231511116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot juxtaposes a rider clad in stylish, form-fitting armor, steering a powerful dirt bike at breakneck speed. The armor is constructed from matte black composite panels with polished silver inlays, reflecting the harsh sunlight. The rider, wearing a full-face helmet with a dark iridium visor, leans forward, expertly navigating the rugged, sun-drenched canyon with an aggressive, focused stance. The bike itself is a high-performance machine, equipped with oversized, knobby tires and a visible, heavy-duty suspension system that compresses and rebounds as it tackles the uneven, rocky terrain. Beneath a cloudless, deep blue sky, the fiery red and orange hues of the towering canyon walls dominate. As the bike traverses the dusty trail, the rear wheel spins violently, kicking up a massive, thick plume of golden-brown dust that billows behind it, catching the intense sunlight and gleaming brightly. The entire scene is imbued with a vibrant, thrilling atmosphere, emphasizing the rider's raw power and speed against the vast, wild landscape.", + "seed": 8248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_2/index_6457_seed_8248_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2750954714603722, + "vlm_logprob": -0.2750954714603722, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.2750954714603722, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09156892448663712 + ], + "opposite_logprob_tokens": [ + -2.966568946838379 + ], + "logprob_reward": -0.09156892448663712, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.09156892448663712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3203251361846924, + 0.06555262953042984, + 0.06111416965723038, + 0.04222424700856209, + 0.09245755523443222, + 0.09485789388418198, + 0.1310274600982666, + 0.04741000756621361, + 0.10170293599367142, + 0.04332786425948143 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.09156892448663712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890965938568115 + ], + "opposite_logprob_tokens": [ + -1.0539096593856812 + ], + "logprob_reward": -0.42890965938568115, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42890965938568115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532473862171173, + 0.15727323293685913, + 0.062497470527887344, + 0.05992159619927406, + 0.07466206699609756, + 0.06345460563898087, + 0.11948034912347794, + 0.06876997649669647, + 0.07542946934700012, + 0.165263831615448 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.42890965938568115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7583264708518982 + ], + "opposite_logprob_tokens": [ + -0.6333264708518982 + ], + "logprob_reward": -0.7583264708518982, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7583264708518982, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3165229856967926, + 0.09524843096733093, + 0.08902016282081604, + 0.030577396973967552, + 0.09172246605157852, + 0.048582013696432114, + 0.13705532252788544, + 0.03629453480243683, + 0.04021665081381798, + 0.11476007848978043 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.7583264708518982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24402229487895966, + 0.14906463027000427, + 0.06735529750585556, + 0.09165826439857483, + 0.14725863933563232, + 0.1155252456665039, + 0.08230487257242203, + 0.04152057319879532, + 0.03811797872185707, + 0.02317214198410511 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing matte black composite armor with polished silver inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bike kicking up a massive plume of golden-brown dust behind it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the canyon walls visible with fiery red and orange hues under a cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904098719358444 + ], + "opposite_logprob_tokens": [ + -2.464040994644165 + ], + "logprob_reward": -0.08904098719358444, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904098719358444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17158088088035583, + 0.05153055116534233, + 0.18347816169261932, + 0.08755923062562943, + 0.06879089772701263, + 0.1777152121067047, + 0.030200984328985214, + 0.04818873479962349, + 0.10448409616947174, + 0.0764712542295456 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.08904098719358444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_tensor([7941, 7941])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_tensor([7941, 7941])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4f37b01912d07d9fb64a68d443963ac4042455fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_tensor([7941, 7941])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures a sunny, modern living room as a woman with light brown hair tied in a messy bun begins her cleaning routine. Wearing a comfortable gray, oversized, long-sleeved T-shirt and dark blue leggings, she first moves purposefully to the left side of the frame. With both hands, she firmly grasps the backrest of a simple wooden dining chair, gently lifting it and then steadily setting it aside against the wall to make room. Then, she turns decisively and walks across the polished hardwood floors to the right side of the room. There, she bends down and picks up a sleek cordless stick vacuum cleaner. With the appliance in hand, she turns it on and begins methodically cleaning the floor, guiding the vacuum head back and forth in long, rhythmic strokes. Soft morning sunlight streams through the large, clean windows, casting soft highlights on the floor's surface and creating a tranquil, focused atmosphere of quiet domestic activity.", + "seed": 33158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_7941_seed_33158_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049005359038710596, + "vlm_logprob": -0.049005359038710596, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.049005359038710596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011434614658355713 + ], + "opposite_logprob_tokens": [ + -4.761434555053711 + ], + "logprob_reward": -0.011434614658355713, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011434614658355713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13926851749420166, + 0.16556958854198456, + 0.02661862224340439, + 0.115226611495018, + 0.123725526034832, + 0.04124123975634575, + 0.1873590350151062, + 0.08104433119297028, + 0.08520762622356415, + 0.03473896533250809 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011434614658355713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11730807274580002, + 0.06501159816980362, + 0.06696111708879471, + 0.08153318613767624, + 0.13991433382034302, + 0.2966398298740387, + 0.05737129598855972, + 0.07889511436223984, + 0.05189847573637962, + 0.044467002153396606 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.023294828832149506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971110075712204 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.054971110075712204, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971110075712204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08773490786552429, + 0.10479433089494705, + 0.11422235518693924, + 0.07962321490049362, + 0.21991245448589325, + 0.1540825366973877, + 0.08618766069412231, + 0.05700334534049034, + 0.0446324497461319, + 0.0518067330121994 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.054971110075712204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053189247846603394, + 0.04710962623357773, + 0.0238663200289011, + 0.03878141567111015, + 0.11544806510210037, + 0.19050443172454834, + 0.06085493043065071, + 0.20372122526168823, + 0.11463666707277298, + 0.15188807249069214 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.012537354603409767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278888702392578 + ], + "opposite_logprob_tokens": [ + -2.017788887023926 + ], + "logprob_reward": -0.14278888702392578, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278888702392578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11597362160682678, + 0.1299418956041336, + 0.07774713635444641, + 0.05439633131027222, + 0.13575783371925354, + 0.17037048935890198, + 0.09657932072877884, + 0.05184846743941307, + 0.10181953758001328, + 0.06556537002325058 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.14278888702392578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a sunny, modern living room as a woman with light brown hair tied in a messy bun begins her cleaning routine. Wearing a comfortable gray, oversized, long-sleeved T-shirt and dark blue leggings, she first moves purposefully to the left side of the frame. With both hands, she firmly grasps the backrest of a simple wooden dining chair, gently lifting it and then steadily setting it aside against the wall to make room. Then, she turns decisively and walks across the polished hardwood floors to the right side of the room. There, she bends down and picks up a sleek cordless stick vacuum cleaner. With the appliance in hand, she turns it on and begins methodically cleaning the floor, guiding the vacuum head back and forth in long, rhythmic strokes. Soft morning sunlight streams through the large, clean windows, casting soft highlights on the floor's surface and creating a tranquil, focused atmosphere of quiet domestic activity.", + "seed": 33159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_7941_seed_33159_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03554255925118923, + "vlm_logprob": -0.03554255925118923, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03554255925118923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0488613024353981 + ], + "opposite_logprob_tokens": [ + -3.173861265182495 + ], + "logprob_reward": -0.0488613024353981, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0488613024353981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09751815348863602, + 0.036498986184597015, + 0.020886287093162537, + 0.02568132057785988, + 0.2223593294620514, + 0.21663948893547058, + 0.15274564921855927, + 0.06058352068066597, + 0.10634639859199524, + 0.06074079871177673 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.0488613024353981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565725483000278 + ], + "opposite_logprob_tokens": [ + -4.387565612792969 + ], + "logprob_reward": -0.012565725483000278, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565725483000278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09356182813644409, + 0.10302615165710449, + 0.046567074954509735, + 0.058847710490226746, + 0.06745363771915436, + 0.1198028028011322, + 0.16030244529247284, + 0.1445094347000122, + 0.11864325404167175, + 0.08728570491075516 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.012565725483000278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715274184942245 + ], + "opposite_logprob_tokens": [ + -3.40871524810791 + ], + "logprob_reward": -0.033715274184942245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715274184942245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15375865995883942, + 0.10162542760372162, + 0.07398707419633865, + 0.0883878692984581, + 0.14493493735790253, + 0.06192350760102272, + 0.06913366168737411, + 0.11209374666213989, + 0.10567635297775269, + 0.08847876638174057 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.033715274184942245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541004456579685 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012541004456579685, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541004456579685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10540436953306198, + 0.07928101718425751, + 0.02684713713824749, + 0.03649045526981354, + 0.08404169231653214, + 0.11035679280757904, + 0.07799669355154037, + 0.07958699762821198, + 0.1027768924832344, + 0.2972179651260376 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.012541004456579685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002948969602585 + ], + "opposite_logprob_tokens": [ + -2.6950294971466064 + ], + "logprob_reward": -0.07002948969602585, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002948969602585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09106427431106567, + 0.06340092420578003, + 0.09254731982946396, + 0.11117898672819138, + 0.20841717720031738, + 0.16364586353302002, + 0.1063932478427887, + 0.032123204320669174, + 0.0985802486538887, + 0.03264879435300827 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.07002948969602585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a sunny, modern living room as a woman with light brown hair tied in a messy bun begins her cleaning routine. Wearing a comfortable gray, oversized, long-sleeved T-shirt and dark blue leggings, she first moves purposefully to the left side of the frame. With both hands, she firmly grasps the backrest of a simple wooden dining chair, gently lifting it and then steadily setting it aside against the wall to make room. Then, she turns decisively and walks across the polished hardwood floors to the right side of the room. There, she bends down and picks up a sleek cordless stick vacuum cleaner. With the appliance in hand, she turns it on and begins methodically cleaning the floor, guiding the vacuum head back and forth in long, rhythmic strokes. Soft morning sunlight streams through the large, clean windows, casting soft highlights on the floor's surface and creating a tranquil, focused atmosphere of quiet domestic activity.", + "seed": 33160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_7941_seed_33160_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039321687445044516, + "vlm_logprob": -0.039321687445044516, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.039321687445044516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023038573563098907 + ], + "opposite_logprob_tokens": [ + -3.898038625717163 + ], + "logprob_reward": -0.023038573563098907, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023038573563098907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4018959403038025, + 0.05087524279952049, + 0.0515642948448658, + 0.10284211486577988, + 0.059986818581819534, + 0.10069295763969421, + 0.07002364099025726, + 0.06933098286390305, + 0.05034257099032402, + 0.04244545102119446 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.023038573563098907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197370693087578 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197370693087578, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197370693087578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27144378423690796, + 0.13604126870632172, + 0.19006365537643433, + 0.038315266370773315, + 0.03009326383471489, + 0.03579893708229065, + 0.060709547251462936, + 0.0924903079867363, + 0.06354308873414993, + 0.08150085806846619 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018197370693087578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205814331769943 + ], + "opposite_logprob_tokens": [ + -2.812058210372925 + ], + "logprob_reward": -0.06205814331769943, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205814331769943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14752961695194244, + 0.06961491703987122, + 0.10689373314380646, + 0.14297471940517426, + 0.07629473507404327, + 0.052030667662620544, + 0.14079903066158295, + 0.06185615062713623, + 0.06653088331222534, + 0.1354755163192749 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.06205814331769943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329075336456299 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.02329075336456299, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329075336456299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10659747570753098, + 0.1091819778084755, + 0.1013692319393158, + 0.04589294269680977, + 0.04713551700115204, + 0.05332600697875023, + 0.12322814762592316, + 0.16547350585460663, + 0.14380735158920288, + 0.10398783534765244 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.02329075336456299 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002359628677368 + ], + "opposite_logprob_tokens": [ + -2.695023536682129 + ], + "logprob_reward": -0.07002359628677368, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002359628677368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37544625997543335, + 0.07358167320489883, + 0.04886500909924507, + 0.08430405706167221, + 0.09472163021564484, + 0.0746091678738594, + 0.07942797243595123, + 0.06709568202495575, + 0.051645562052726746, + 0.05030296742916107 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07002359628677368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a sunny, modern living room as a woman with light brown hair tied in a messy bun begins her cleaning routine. Wearing a comfortable gray, oversized, long-sleeved T-shirt and dark blue leggings, she first moves purposefully to the left side of the frame. With both hands, she firmly grasps the backrest of a simple wooden dining chair, gently lifting it and then steadily setting it aside against the wall to make room. Then, she turns decisively and walks across the polished hardwood floors to the right side of the room. There, she bends down and picks up a sleek cordless stick vacuum cleaner. With the appliance in hand, she turns it on and begins methodically cleaning the floor, guiding the vacuum head back and forth in long, rhythmic strokes. Soft morning sunlight streams through the large, clean windows, casting soft highlights on the floor's surface and creating a tranquil, focused atmosphere of quiet domestic activity.", + "seed": 33161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_3/index_7941_seed_33161_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07847445644438267, + "vlm_logprob": -0.07847445644438267, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.07847445644438267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20675092935562134 + ], + "opposite_logprob_tokens": [ + -1.7067508697509766 + ], + "logprob_reward": -0.20675092935562134, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20675092935562134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35964342951774597, + 0.06583201140165329, + 0.08967618644237518, + 0.04451322555541992, + 0.07541023194789886, + 0.05340936407446861, + 0.07670896500349045, + 0.09331337362527847, + 0.09676922857761383, + 0.04472397267818451 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.20675092935562134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026368604972958565 + ], + "opposite_logprob_tokens": [ + -3.6513686180114746 + ], + "logprob_reward": -0.026368604972958565, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026368604972958565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19466891884803772, + 0.08582282066345215, + 0.1629427671432495, + 0.061848025768995285, + 0.08016480505466461, + 0.05217861756682396, + 0.14394547045230865, + 0.09939835220575333, + 0.043748870491981506, + 0.07528134435415268 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.026368604972958565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620647557079792 + ], + "opposite_logprob_tokens": [ + -2.8120646476745605 + ], + "logprob_reward": -0.0620647557079792, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620647557079792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08493226766586304, + 0.05290985479950905, + 0.14086824655532837, + 0.05206705629825592, + 0.07127256691455841, + 0.13487187027931213, + 0.12370645999908447, + 0.09340047091245651, + 0.15347884595394135, + 0.09249232709407806 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.0620647557079792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10173234343528748, + 0.06021508574485779, + 0.07357770204544067, + 0.0758461058139801, + 0.10811898112297058, + 0.0679219588637352, + 0.14841672778129578, + 0.103945292532444, + 0.1683671623468399, + 0.0918586254119873 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.018187422305345535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a sunny, modern living room with polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a gray, oversized, long-sleeved T-shirt and dark blue leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a wooden dining chair and set it against the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman pick up a cordless stick vacuum cleaner and clean the floor with rhythmic strokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view with sunlight streaming through large windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790005698800087 + ], + "opposite_logprob_tokens": [ + -2.579000473022461 + ], + "logprob_reward": -0.0790005698800087, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790005698800087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21855928003787994, + 0.11283265799283981, + 0.27608293294906616, + 0.03239281475543976, + 0.06167387217283249, + 0.10618921369314194, + 0.05932336300611496, + 0.04740936681628227, + 0.04988991841673851, + 0.03564659133553505 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0790005698800087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_tensor([763, 763])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_tensor([763, 763])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9d6bc6f83f66cd7f907d52140ccbb0ff484cc5cf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_tensor([763, 763])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, medium-length tracking shot, filmed just below eye level and moving parallel to the subject, captures a young couple gliding on skateboards. The frame is suffused with the soft, golden glow of dusk, a warm, golden dust hovering in the air. The young man on the left, with voluminous dark brown curls and a loose-fitting charcoal gray hoodie, gazes intently and lovingly at the girl beside him, a smile of irrepressible warmth playing on his lips. The girl on the right, with long, flaxen hair flowing gently in the wind, a few strands outlined golden by the setting sun, wears a chunky off-white sweater. A bright, innocent smile graces her face, her eyes curved into crescents. They hold hands tightly, their clasped hands at the center of the frame, the focal point of their intimate connection. Each on a skateboard, their movements coordinated, steady and deliberate, they glide forward across the empty asphalt street, their bodies swaying gently to the rhythm of their boards. The background features a slightly out-of-focus residential street lined with tall sycamore trees. The setting sun casts extremely long shadows on the trees, creating a patchwork of light and dark spots on the ground. The low-angle sunlight occasionally filters through gaps in the leaves, creating a beautiful, dreamy, warm glow in the lens, imbuing the scene with an incomparable sense of romance, tranquility, and youthful nostalgia.", + "seed": 17921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_763_seed_17921_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.25612885802984237, + "vlm_logprob": -0.25612885802984237, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.25612885802984237, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9004355072975159 + ], + "opposite_logprob_tokens": [ + -0.5254355072975159 + ], + "logprob_reward": -0.9004355072975159, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9004355072975159, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08316339552402496, + 0.2596266567707062, + 0.08211295306682587, + 0.055784426629543304, + 0.10212265700101852, + 0.15950129926204681, + 0.06421887129545212, + 0.09454440325498581, + 0.06186815723776817, + 0.03705710545182228 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.9004355072975159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012592094950377941 + ], + "opposite_logprob_tokens": [ + -4.387592315673828 + ], + "logprob_reward": -0.012592094950377941, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012592094950377941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12316780537366867, + 0.32999300956726074, + 0.10049960017204285, + 0.07978906482458115, + 0.10972822457551956, + 0.023449761793017387, + 0.07657638937234879, + 0.05814771354198456, + 0.06882384419441223, + 0.02982456050813198 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012592094950377941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074741370975971 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074741370975971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074741370975971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09084723889827728, + 0.38395294547080994, + 0.04753836616873741, + 0.1568443775177002, + 0.03956609219312668, + 0.04518752545118332, + 0.08523532003164291, + 0.04193206876516342, + 0.08941708505153656, + 0.019478963688015938 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.011074741370975971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134843707084656 + ], + "opposite_logprob_tokens": [ + -1.3134844303131104 + ], + "logprob_reward": -0.3134843707084656, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134843707084656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12443747371435165, + 0.14153385162353516, + 0.024464983493089676, + 0.0825575590133667, + 0.3204357922077179, + 0.07399848848581314, + 0.10896484553813934, + 0.04571324586868286, + 0.041796956211328506, + 0.03609680384397507 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.3134843707084656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057575821876526 + ], + "opposite_logprob_tokens": [ + -3.168057680130005 + ], + "logprob_reward": -0.043057575821876526, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057575821876526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19056588411331177, + 0.23942787945270538, + 0.1413615643978119, + 0.06148676574230194, + 0.11457179486751556, + 0.061787452548742294, + 0.026934819296002388, + 0.07543431222438812, + 0.07290935516357422, + 0.015520154498517513 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.043057575821876526 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, medium-length tracking shot, filmed just below eye level and moving parallel to the subject, captures a young couple gliding on skateboards. The frame is suffused with the soft, golden glow of dusk, a warm, golden dust hovering in the air. The young man on the left, with voluminous dark brown curls and a loose-fitting charcoal gray hoodie, gazes intently and lovingly at the girl beside him, a smile of irrepressible warmth playing on his lips. The girl on the right, with long, flaxen hair flowing gently in the wind, a few strands outlined golden by the setting sun, wears a chunky off-white sweater. A bright, innocent smile graces her face, her eyes curved into crescents. They hold hands tightly, their clasped hands at the center of the frame, the focal point of their intimate connection. Each on a skateboard, their movements coordinated, steady and deliberate, they glide forward across the empty asphalt street, their bodies swaying gently to the rhythm of their boards. The background features a slightly out-of-focus residential street lined with tall sycamore trees. The setting sun casts extremely long shadows on the trees, creating a patchwork of light and dark spots on the ground. The low-angle sunlight occasionally filters through gaps in the leaves, creating a beautiful, dreamy, warm glow in the lens, imbuing the scene with an incomparable sense of romance, tranquility, and youthful nostalgia.", + "seed": 17922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_763_seed_17922_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13329568468034267, + "vlm_logprob": -0.13329568468034267, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.13329568468034267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3523613512516022 + ], + "opposite_logprob_tokens": [ + -1.2273613214492798 + ], + "logprob_reward": -0.3523613512516022, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3523613512516022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11920987814664841, + 0.035713378340005875, + 0.10000389814376831, + 0.045150257647037506, + 0.059412211179733276, + 0.04970235750079155, + 0.09423284232616425, + 0.1849033385515213, + 0.12917804718017578, + 0.18249377608299255 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.3523613512516022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813184052705765 + ], + "opposite_logprob_tokens": [ + -3.2881319522857666 + ], + "logprob_reward": -0.03813184052705765, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813184052705765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09670496731996536, + 0.06119003891944885, + 0.05712320655584335, + 0.030336201190948486, + 0.08843006193637848, + 0.07417411357164383, + 0.31966009736061096, + 0.064214326441288, + 0.1402687430381775, + 0.06789828836917877 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.03813184052705765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08536232262849808, + 0.1026187539100647, + 0.15748946368694305, + 0.027107447385787964, + 0.061938829720020294, + 0.19031883776187897, + 0.14379020035266876, + 0.055291201919317245, + 0.03451583907008171, + 0.1415671408176422 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560158371925354 + ], + "opposite_logprob_tokens": [ + -1.6006015539169312 + ], + "logprob_reward": -0.22560158371925354, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560158371925354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08233050256967545, + 0.0756906270980835, + 0.1938863843679428, + 0.0644586831331253, + 0.16786813735961914, + 0.11895549297332764, + 0.05335590988397598, + 0.030818670988082886, + 0.18639278411865234, + 0.026242844760417938 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.22560158371925354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298001728951931 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.0298001728951931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298001728951931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436953842639923, + 0.12370653450489044, + 0.12191428244113922, + 0.044610533863306046, + 0.04756425321102142, + 0.027492409572005272, + 0.06747012585401535, + 0.18265363574028015, + 0.044439055025577545, + 0.19645370543003082 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0298001728951931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, medium-length tracking shot, filmed just below eye level and moving parallel to the subject, captures a young couple gliding on skateboards. The frame is suffused with the soft, golden glow of dusk, a warm, golden dust hovering in the air. The young man on the left, with voluminous dark brown curls and a loose-fitting charcoal gray hoodie, gazes intently and lovingly at the girl beside him, a smile of irrepressible warmth playing on his lips. The girl on the right, with long, flaxen hair flowing gently in the wind, a few strands outlined golden by the setting sun, wears a chunky off-white sweater. A bright, innocent smile graces her face, her eyes curved into crescents. They hold hands tightly, their clasped hands at the center of the frame, the focal point of their intimate connection. Each on a skateboard, their movements coordinated, steady and deliberate, they glide forward across the empty asphalt street, their bodies swaying gently to the rhythm of their boards. The background features a slightly out-of-focus residential street lined with tall sycamore trees. The setting sun casts extremely long shadows on the trees, creating a patchwork of light and dark spots on the ground. The low-angle sunlight occasionally filters through gaps in the leaves, creating a beautiful, dreamy, warm glow in the lens, imbuing the scene with an incomparable sense of romance, tranquility, and youthful nostalgia.", + "seed": 17923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_763_seed_17923_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.9112238619476557, + "vlm_logprob": -0.9112238619476557, + "vlm_yes_no_margin": 0.9999999761581421, + "vlm_token_credit": -0.9112238619476557, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.773820161819458 + ], + "opposite_logprob_tokens": [ + -0.02382006123661995 + ], + "logprob_reward": -3.773820161819458, + "yes_no_margin_reward": -3.75, + "token_credit_reward": -3.773820161819458, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04062335565686226, + 0.12851586937904358, + 0.029985224828124046, + 0.010127290152013302, + 0.3781229555606842, + 0.11387638747692108, + 0.07188587635755539, + 0.026720670983195305, + 0.17676334083080292, + 0.023379094898700714 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -3.773820161819458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04893054813146591 + ], + "opposite_logprob_tokens": [ + -3.0489306449890137 + ], + "logprob_reward": -0.04893054813146591, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04893054813146591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03814486786723137, + 0.05591252073645592, + 0.034465521574020386, + 0.012777850031852722, + 0.393507719039917, + 0.10187698155641556, + 0.11103493720293045, + 0.03532810136675835, + 0.19685405492782593, + 0.020097440108656883 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.04893054813146591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983962930738926 + ], + "opposite_logprob_tokens": [ + -3.529839515686035 + ], + "logprob_reward": -0.02983962930738926, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983962930738926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048231665045022964, + 0.050905127078294754, + 0.023187628015875816, + 0.011300541460514069, + 0.28245094418525696, + 0.11936607211828232, + 0.17643319070339203, + 0.08918705582618713, + 0.1800023913383484, + 0.018935346975922585 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.02983962930738926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763819217681885 + ], + "opposite_logprob_tokens": [ + -0.8263819217681885 + ], + "logprob_reward": -0.5763819217681885, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763819217681885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040117569267749786, + 0.1493641585111618, + 0.008218077942728996, + 0.02055775560438633, + 0.31788069009780884, + 0.05067962035536766, + 0.15979796648025513, + 0.02531944029033184, + 0.20866845548152924, + 0.019396290183067322 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.5763819217681885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12714704871177673 + ], + "opposite_logprob_tokens": [ + -2.1271469593048096 + ], + "logprob_reward": -0.12714704871177673, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12714704871177673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028850624337792397, + 0.0444938950240612, + 0.02009253390133381, + 0.02870885469019413, + 0.4185042381286621, + 0.11080126464366913, + 0.0905739963054657, + 0.030098646879196167, + 0.2141038328409195, + 0.013772145844995975 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.12714704871177673 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, medium-length tracking shot, filmed just below eye level and moving parallel to the subject, captures a young couple gliding on skateboards. The frame is suffused with the soft, golden glow of dusk, a warm, golden dust hovering in the air. The young man on the left, with voluminous dark brown curls and a loose-fitting charcoal gray hoodie, gazes intently and lovingly at the girl beside him, a smile of irrepressible warmth playing on his lips. The girl on the right, with long, flaxen hair flowing gently in the wind, a few strands outlined golden by the setting sun, wears a chunky off-white sweater. A bright, innocent smile graces her face, her eyes curved into crescents. They hold hands tightly, their clasped hands at the center of the frame, the focal point of their intimate connection. Each on a skateboard, their movements coordinated, steady and deliberate, they glide forward across the empty asphalt street, their bodies swaying gently to the rhythm of their boards. The background features a slightly out-of-focus residential street lined with tall sycamore trees. The setting sun casts extremely long shadows on the trees, creating a patchwork of light and dark spots on the ground. The low-angle sunlight occasionally filters through gaps in the leaves, creating a beautiful, dreamy, warm glow in the lens, imbuing the scene with an incomparable sense of romance, tranquility, and youthful nostalgia.", + "seed": 17924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_4/index_763_seed_17924_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3158283531665802, + "vlm_logprob": -0.3158283531665802, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.3158283531665802, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3162314891815186 + ], + "opposite_logprob_tokens": [ + -0.31623145937919617 + ], + "logprob_reward": -1.3162314891815186, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3162314891815186, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1319238692522049, + 0.08744580298662186, + 0.08458416163921356, + 0.1281575709581375, + 0.051190126687288284, + 0.16721676290035248, + 0.09786290675401688, + 0.09381195902824402, + 0.04479575529694557, + 0.11301110684871674 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -1.3162314891815186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018244311213493347 + ], + "opposite_logprob_tokens": [ + -4.01824426651001 + ], + "logprob_reward": -0.018244311213493347, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018244311213493347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23387496173381805, + 0.0646110326051712, + 0.05664127692580223, + 0.13044589757919312, + 0.033765483647584915, + 0.0943065732717514, + 0.07157465070486069, + 0.08204210549592972, + 0.16960285604000092, + 0.06313513964414597 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.018244311213493347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607329398393631 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607329398393631, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607329398393631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13032206892967224, + 0.1335953027009964, + 0.054922107607126236, + 0.06928901374340057, + 0.1086958646774292, + 0.11768131703138351, + 0.10461438447237015, + 0.05712514743208885, + 0.11221466958522797, + 0.11154014617204666 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01607329398393631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993266880512238 + ], + "opposite_logprob_tokens": [ + -1.804932713508606 + ], + "logprob_reward": -0.17993266880512238, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993266880512238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390522539615631, + 0.1155174970626831, + 0.044552791863679886, + 0.1067047193646431, + 0.09622887521982193, + 0.16707158088684082, + 0.06275210529565811, + 0.144917830824852, + 0.07381009310483932, + 0.09453926235437393 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.17993266880512238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young people riding skateboards in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man on the left wearing a loose-fitting charcoal gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl on the right wearing a chunky off-white sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the couple holding hands tightly at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot filmed from a low angle moving parallel to the subjects?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660002648830414 + ], + "opposite_logprob_tokens": [ + -3.0486600399017334 + ], + "logprob_reward": -0.048660002648830414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660002648830414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15050186216831207, + 0.0974741280078888, + 0.05559178441762924, + 0.1417672038078308, + 0.05144083872437477, + 0.0762881189584732, + 0.23169393837451935, + 0.1058233380317688, + 0.048492733389139175, + 0.040926139801740646 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.048660002648830414 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_tensor([2443, 2443])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_tensor([2443, 2443])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e79ac6ef1e0f79dae3bbbd865fbb0071946ecc1a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_tensor([2443, 2443])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro lens captures an intricate vintage brooch, its form rendered with astonishing clarity against a completely dark, non-reflective background. The brooch is crafted from warm, aged gold, its surface displaying a soft, lustrous patina. At its heart sits a large, oval-cut, deep blue gemstone, its facets catching the light, while a surrounding halo of smaller, cut diamonds shimmers intensely. The entire piece is a delicate, swirling filigree, forming a lace-like pattern of leaves and vines, showcasing exquisite craftsmanship. The brooch begins to spin on its central axis, initially rapidly accelerating to a dizzying whirl, transforming the glittering gemstone into continuous, vibrant streaks of blue and white light. Then, just as quickly, it decelerates to a majestic, slow crawl, allowing the camera to track every minute detail. As the motion slows, the background melts into a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light, creating an atmosphere of dreaminess, luxury, and concentration that highlights the timeless beauty of this exquisite jewelry.", + "seed": 642, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_2443_seed_642_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05985126364976168, + "vlm_logprob": -0.05985126364976168, + "vlm_yes_no_margin": 3.174999976158142, + "vlm_token_credit": -0.05985126364976168, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14338955283164978 + ], + "opposite_logprob_tokens": [ + -2.0183894634246826 + ], + "logprob_reward": -0.14338955283164978, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14338955283164978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12265568971633911, + 0.06525150686502457, + 0.05614574998617172, + 0.16961219906806946, + 0.11169199645519257, + 0.0437079519033432, + 0.03981024771928787, + 0.04515807330608368, + 0.2331204116344452, + 0.11284617334604263 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.14338955283164978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559722177684307 + ], + "opposite_logprob_tokens": [ + -4.38755989074707 + ], + "logprob_reward": -0.012559722177684307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559722177684307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08733305335044861, + 0.021135611459612846, + 0.03955116122961044, + 0.2883926033973694, + 0.06349457800388336, + 0.06455633789300919, + 0.03173628821969032, + 0.024443982169032097, + 0.24136289954185486, + 0.13799352943897247 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.012559722177684307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058417536318302 + ], + "opposite_logprob_tokens": [ + -3.8955841064453125 + ], + "logprob_reward": -0.02058417536318302, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058417536318302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20245584845542908, + 0.06695087254047394, + 0.02990930899977684, + 0.1576174646615982, + 0.06749642640352249, + 0.040595680475234985, + 0.024615341797471046, + 0.09561087191104889, + 0.25321048498153687, + 0.06153767928481102 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.02058417536318302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696603029966354 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.033696603029966354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696603029966354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05946165323257446, + 0.024839380756020546, + 0.03410471975803375, + 0.09770046174526215, + 0.07148086279630661, + 0.039012402296066284, + 0.024857698008418083, + 0.05154319852590561, + 0.544884979724884, + 0.05211469158530235 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.033696603029966354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902626484632492 + ], + "opposite_logprob_tokens": [ + -2.4640262126922607 + ], + "logprob_reward": -0.08902626484632492, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902626484632492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1838129162788391, + 0.09024609625339508, + 0.03316275775432587, + 0.12820155918598175, + 0.0339219868183136, + 0.07577718049287796, + 0.05644334480166435, + 0.048310671001672745, + 0.2675843834877014, + 0.0825391337275505 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.08902626484632492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro lens captures an intricate vintage brooch, its form rendered with astonishing clarity against a completely dark, non-reflective background. The brooch is crafted from warm, aged gold, its surface displaying a soft, lustrous patina. At its heart sits a large, oval-cut, deep blue gemstone, its facets catching the light, while a surrounding halo of smaller, cut diamonds shimmers intensely. The entire piece is a delicate, swirling filigree, forming a lace-like pattern of leaves and vines, showcasing exquisite craftsmanship. The brooch begins to spin on its central axis, initially rapidly accelerating to a dizzying whirl, transforming the glittering gemstone into continuous, vibrant streaks of blue and white light. Then, just as quickly, it decelerates to a majestic, slow crawl, allowing the camera to track every minute detail. As the motion slows, the background melts into a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light, creating an atmosphere of dreaminess, luxury, and concentration that highlights the timeless beauty of this exquisite jewelry.", + "seed": 643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_2443_seed_643_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05051378607749939, + "vlm_logprob": -0.05051378607749939, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.05051378607749939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027377761900424957 + ], + "opposite_logprob_tokens": [ + -3.6523778438568115 + ], + "logprob_reward": -0.027377761900424957, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027377761900424957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17964914441108704, + 0.02879256010055542, + 0.04796163737773895, + 0.04856415092945099, + 0.20915929973125458, + 0.201204314827919, + 0.08913116902112961, + 0.024582872167229652, + 0.05614972859621048, + 0.11480502784252167 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.027377761900424957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331462688744068 + ], + "opposite_logprob_tokens": [ + -3.7733147144317627 + ], + "logprob_reward": -0.02331462688744068, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331462688744068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18382234871387482, + 0.08561655879020691, + 0.06666283309459686, + 0.050516385585069656, + 0.1318596452474594, + 0.06438814103603363, + 0.10292237251996994, + 0.04671993851661682, + 0.08357089012861252, + 0.18392090499401093 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02331462688744068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039764881134033 + ], + "opposite_logprob_tokens": [ + -1.9103976488113403 + ], + "logprob_reward": -0.16039764881134033, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039764881134033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21169185638427734, + 0.06882484257221222, + 0.030957002192735672, + 0.05409261956810951, + 0.17105574905872345, + 0.13379326462745667, + 0.19266754388809204, + 0.020399335771799088, + 0.05288892984390259, + 0.06362888216972351 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.16039764881134033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17914685606956482, + 0.043740179389715195, + 0.03989066556096077, + 0.04405386000871658, + 0.1584954708814621, + 0.06248771399259567, + 0.12138434499502182, + 0.10474645346403122, + 0.14735206961631775, + 0.09870241582393646 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287491872906685 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287491872906685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287491872906685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04776692017912865, + 0.04034591093659401, + 0.10332430154085159, + 0.0526074655354023, + 0.07369862496852875, + 0.03394286707043648, + 0.23070001602172852, + 0.12471852451562881, + 0.13705679774284363, + 0.15583859384059906 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.023287491872906685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro lens captures an intricate vintage brooch, its form rendered with astonishing clarity against a completely dark, non-reflective background. The brooch is crafted from warm, aged gold, its surface displaying a soft, lustrous patina. At its heart sits a large, oval-cut, deep blue gemstone, its facets catching the light, while a surrounding halo of smaller, cut diamonds shimmers intensely. The entire piece is a delicate, swirling filigree, forming a lace-like pattern of leaves and vines, showcasing exquisite craftsmanship. The brooch begins to spin on its central axis, initially rapidly accelerating to a dizzying whirl, transforming the glittering gemstone into continuous, vibrant streaks of blue and white light. Then, just as quickly, it decelerates to a majestic, slow crawl, allowing the camera to track every minute detail. As the motion slows, the background melts into a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light, creating an atmosphere of dreaminess, luxury, and concentration that highlights the timeless beauty of this exquisite jewelry.", + "seed": 644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_2443_seed_644_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04319484755396843, + "vlm_logprob": -0.04319484755396843, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04319484755396843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04454738274216652 + ], + "opposite_logprob_tokens": [ + -3.1695473194122314 + ], + "logprob_reward": -0.04454738274216652, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04454738274216652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0928228497505188, + 0.19522501528263092, + 0.06305832415819168, + 0.07154463976621628, + 0.04181190952658653, + 0.054579541087150574, + 0.20443379878997803, + 0.07093402743339539, + 0.1241910308599472, + 0.08139889687299728 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.04454738274216652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803364053368568 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803364053368568, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803364053368568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13855132460594177, + 0.14316585659980774, + 0.03917525336146355, + 0.0473770871758461, + 0.03908412158489227, + 0.02605988085269928, + 0.33214089274406433, + 0.0824429839849472, + 0.10330081731081009, + 0.04870175942778587 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.009803364053368568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058817595243454 + ], + "opposite_logprob_tokens": [ + -2.812058925628662 + ], + "logprob_reward": -0.062058817595243454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058817595243454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08877294510602951, + 0.09714175760746002, + 0.05627177283167839, + 0.029341239482164383, + 0.045776668936014175, + 0.025967994704842567, + 0.26739099621772766, + 0.10677726566791534, + 0.176375150680542, + 0.10618413984775543 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.062058817595243454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583825185894966 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583825185894966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583825185894966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03712146356701851, + 0.07320871949195862, + 0.03356935828924179, + 0.03547196090221405, + 0.11288435012102127, + 0.14477625489234924, + 0.2680688202381134, + 0.057709090411663055, + 0.06337118148803711, + 0.17381885647773743 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.020583825185894966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898084819316864 + ], + "opposite_logprob_tokens": [ + -2.5789809226989746 + ], + "logprob_reward": -0.07898084819316864, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898084819316864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13917411863803864, + 0.12993063032627106, + 0.06245499849319458, + 0.07329234480857849, + 0.0998033657670021, + 0.1276567280292511, + 0.04002806544303894, + 0.0367061123251915, + 0.06300709396600723, + 0.22794649004936218 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07898084819316864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro lens captures an intricate vintage brooch, its form rendered with astonishing clarity against a completely dark, non-reflective background. The brooch is crafted from warm, aged gold, its surface displaying a soft, lustrous patina. At its heart sits a large, oval-cut, deep blue gemstone, its facets catching the light, while a surrounding halo of smaller, cut diamonds shimmers intensely. The entire piece is a delicate, swirling filigree, forming a lace-like pattern of leaves and vines, showcasing exquisite craftsmanship. The brooch begins to spin on its central axis, initially rapidly accelerating to a dizzying whirl, transforming the glittering gemstone into continuous, vibrant streaks of blue and white light. Then, just as quickly, it decelerates to a majestic, slow crawl, allowing the camera to track every minute detail. As the motion slows, the background melts into a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light, creating an atmosphere of dreaminess, luxury, and concentration that highlights the timeless beauty of this exquisite jewelry.", + "seed": 645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_5/index_2443_seed_645_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04368580281734467, + "vlm_logprob": -0.04368580281734467, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.04368580281734467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018815254792571068 + ], + "opposite_logprob_tokens": [ + -4.018815040588379 + ], + "logprob_reward": -0.018815254792571068, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018815254792571068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1351613849401474, + 0.1434503048658371, + 0.039197683334350586, + 0.1021832600235939, + 0.06704443693161011, + 0.0897061675786972, + 0.09452294558286667, + 0.03527110442519188, + 0.03383758291602135, + 0.25962504744529724 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018815254792571068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263162776827812 + ], + "opposite_logprob_tokens": [ + -5.255263328552246 + ], + "logprob_reward": -0.005263162776827812, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263162776827812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17645637691020966, + 0.1681518256664276, + 0.10227839648723602, + 0.09761887043714523, + 0.07699265331029892, + 0.07727956771850586, + 0.03235062584280968, + 0.034189339727163315, + 0.017770908772945404, + 0.21691137552261353 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.005263162776827812 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14284400641918182, + 0.13692691922187805, + 0.12384288012981415, + 0.0671914592385292, + 0.0863582193851471, + 0.06518407166004181, + 0.03955638408660889, + 0.03412701189517975, + 0.0436616949737072, + 0.26030731201171875 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897049933671951 + ], + "opposite_logprob_tokens": [ + -2.578970432281494 + ], + "logprob_reward": -0.07897049933671951, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897049933671951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18233762681484222, + 0.16837532818317413, + 0.03579794988036156, + 0.17962774634361267, + 0.048022832721471786, + 0.1622566133737564, + 0.03536392003297806, + 0.05874572694301605, + 0.07270883023738861, + 0.05676349624991417 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.07897049933671951 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage brooch crafted from warm, aged gold with a soft, lustrous patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brooch feature a large, oval-cut, deep blue gemstone surrounded by a halo of smaller, cut diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brooch's design a delicate, swirling filigree forming a lace-like pattern of leaves and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brooch spin on its central axis, accelerating rapidly to a whirl and then decelerating to a slow crawl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the background transition from completely dark to a dazzling bokeh effect of soft, overlapping circles of warm gold and cool white light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903030306100845 + ], + "opposite_logprob_tokens": [ + -2.4640302658081055 + ], + "logprob_reward": -0.08903030306100845, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903030306100845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17763851583003998, + 0.11081025749444962, + 0.09781957417726517, + 0.16078835725784302, + 0.17695119976997375, + 0.024894680827856064, + 0.038262929767370224, + 0.06627205014228821, + 0.09237511456012726, + 0.05418727174401283 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08903030306100845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_tensor([3257, 3257])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_tensor([3257, 3257])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..511c0747eee48b5226cc2442419979fba0fb422f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_tensor([3257, 3257])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-definition, eye-level macro shot, rendered with the distinctive aesthetic of vintage color film, slowly drifts laterally across a vast, mushroom-like colony of lettuce coral. The gentle, steady camera movement enhances the dreamlike atmosphere. The coral's delicate, leaf-like plates, intricately overlapping in fragile stratification, display soft, muted hues of dusty rose and pale green. Their colors are slightly desaturated, imbued with a nostalgic, faded quality. A subtle, living shimmer animates the entire surface, a visual manifestation of countless tiny coral polyps engaged in a synchronized, almost imperceptible pulsation, filtering nutrients from the water. Ethereal sunlight penetrates the clear water from above, casting soft, speckled etched patterns that dance across the coral's textured surface, creating a tranquil play of light and shadow. The entire scene is imbued with soft focus and fine, organic film grain, with subtle cyan shifts in deep water shadows and a warm, creamy quality in highlights, culminating in a remarkably tranquil and atmospheric underwater landscape.", + "seed": 7140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_3257_seed_7140_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05528603531420231, + "vlm_logprob": -0.05528603531420231, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.05528603531420231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08963591605424881 + ], + "opposite_logprob_tokens": [ + -2.4646358489990234 + ], + "logprob_reward": -0.08963591605424881, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08963591605424881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07818920910358429, + 0.04689975455403328, + 0.07056595385074615, + 0.059777356684207916, + 0.06959054619073868, + 0.2625240981578827, + 0.18302837014198303, + 0.0848633199930191, + 0.05755701661109924, + 0.08700435608625412 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.08963591605424881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898988574743271 + ], + "opposite_logprob_tokens": [ + -2.5789899826049805 + ], + "logprob_reward": -0.07898988574743271, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898988574743271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1991191953420639, + 0.29401063919067383, + 0.050234824419021606, + 0.07210167497396469, + 0.03854231536388397, + 0.06130504980683327, + 0.04314017295837402, + 0.11539658159017563, + 0.10105563700199127, + 0.02509395219385624 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07898988574743271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865739122033119 + ], + "opposite_logprob_tokens": [ + -3.0486574172973633 + ], + "logprob_reward": -0.04865739122033119, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865739122033119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17924174666404724, + 0.03565056249499321, + 0.02939494140446186, + 0.09805051237344742, + 0.06439771503210068, + 0.28296297788619995, + 0.07882176339626312, + 0.04383793845772743, + 0.03527429327368736, + 0.15236754715442657 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.04865739122033119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307744279503822 + ], + "opposite_logprob_tokens": [ + -3.1680774688720703 + ], + "logprob_reward": -0.04307744279503822, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307744279503822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060936249792575836, + 0.07190695405006409, + 0.02785809524357319, + 0.05610070750117302, + 0.035580359399318695, + 0.29594045877456665, + 0.08846275508403778, + 0.14642687141895294, + 0.030665338039398193, + 0.18612217903137207 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.04307744279503822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606954075396061 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.01606954075396061, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606954075396061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18865258991718292, + 0.18078136444091797, + 0.04321888089179993, + 0.06773128360509872, + 0.08448091894388199, + 0.13397805392742157, + 0.08295801281929016, + 0.03791491687297821, + 0.08463230729103088, + 0.09565161913633347 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01606954075396061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level macro shot, rendered with the distinctive aesthetic of vintage color film, slowly drifts laterally across a vast, mushroom-like colony of lettuce coral. The gentle, steady camera movement enhances the dreamlike atmosphere. The coral's delicate, leaf-like plates, intricately overlapping in fragile stratification, display soft, muted hues of dusty rose and pale green. Their colors are slightly desaturated, imbued with a nostalgic, faded quality. A subtle, living shimmer animates the entire surface, a visual manifestation of countless tiny coral polyps engaged in a synchronized, almost imperceptible pulsation, filtering nutrients from the water. Ethereal sunlight penetrates the clear water from above, casting soft, speckled etched patterns that dance across the coral's textured surface, creating a tranquil play of light and shadow. The entire scene is imbued with soft focus and fine, organic film grain, with subtle cyan shifts in deep water shadows and a warm, creamy quality in highlights, culminating in a remarkably tranquil and atmospheric underwater landscape.", + "seed": 7141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_3257_seed_7141_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04048326462507248, + "vlm_logprob": -0.04048326462507248, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.04048326462507248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038591306656599045 + ], + "opposite_logprob_tokens": [ + -3.2885913848876953 + ], + "logprob_reward": -0.038591306656599045, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038591306656599045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04634283110499382, + 0.04681600630283356, + 0.07770033180713654, + 0.5296387672424316, + 0.10229462385177612, + 0.014209166169166565, + 0.033492136746644974, + 0.04466557130217552, + 0.014363200403749943, + 0.09047738462686539 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.038591306656599045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206128001213074 + ], + "opposite_logprob_tokens": [ + -2.812061309814453 + ], + "logprob_reward": -0.06206128001213074, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206128001213074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327110081911087, + 0.07107550650835037, + 0.12912558019161224, + 0.32579007744789124, + 0.05411071702837944, + 0.015482567250728607, + 0.021475812420248985, + 0.11405026167631149, + 0.07613068073987961, + 0.060047827661037445 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.06206128001213074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06144895777106285, + 0.03679828345775604, + 0.029163092374801636, + 0.32886451482772827, + 0.032717492431402206, + 0.06480959057807922, + 0.047637905925512314, + 0.284609317779541, + 0.047104135155677795, + 0.06684667617082596 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.03810212016105652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307767376303673 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307767376303673, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307767376303673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11357245594263077, + 0.07904362678527832, + 0.14141635596752167, + 0.1476370245218277, + 0.15073227882385254, + 0.04265562817454338, + 0.02513708546757698, + 0.20814591646194458, + 0.03267133608460426, + 0.05898832157254219 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.04307767376303673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09937678277492523, + 0.03736608475446701, + 0.2323150485754013, + 0.14420174062252045, + 0.08767566084861755, + 0.056062959134578705, + 0.061421919614076614, + 0.09825698286294937, + 0.06826560944318771, + 0.11505722999572754 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.020583942532539368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level macro shot, rendered with the distinctive aesthetic of vintage color film, slowly drifts laterally across a vast, mushroom-like colony of lettuce coral. The gentle, steady camera movement enhances the dreamlike atmosphere. The coral's delicate, leaf-like plates, intricately overlapping in fragile stratification, display soft, muted hues of dusty rose and pale green. Their colors are slightly desaturated, imbued with a nostalgic, faded quality. A subtle, living shimmer animates the entire surface, a visual manifestation of countless tiny coral polyps engaged in a synchronized, almost imperceptible pulsation, filtering nutrients from the water. Ethereal sunlight penetrates the clear water from above, casting soft, speckled etched patterns that dance across the coral's textured surface, creating a tranquil play of light and shadow. The entire scene is imbued with soft focus and fine, organic film grain, with subtle cyan shifts in deep water shadows and a warm, creamy quality in highlights, culminating in a remarkably tranquil and atmospheric underwater landscape.", + "seed": 7142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_3257_seed_7142_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020483608730137347, + "vlm_logprob": -0.020483608730137347, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.020483608730137347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02672870270907879 + ], + "opposite_logprob_tokens": [ + -3.651728630065918 + ], + "logprob_reward": -0.02672870270907879, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02672870270907879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09295566380023956, + 0.21587160229682922, + 0.028120724484324455, + 0.14654488861560822, + 0.038824718445539474, + 0.08763670176267624, + 0.22591815888881683, + 0.032583773136138916, + 0.02425796538591385, + 0.10728572309017181 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.02672870270907879 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1258452981710434, + 0.03876301273703575, + 0.04330877214670181, + 0.11924152076244354, + 0.09711749106645584, + 0.1751810759305954, + 0.13294364511966705, + 0.08499772101640701, + 0.05734909698367119, + 0.12525232136249542 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369199112057686 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.03369199112057686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369199112057686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08025432378053665, + 0.1049756109714508, + 0.06316030770540237, + 0.25947898626327515, + 0.10395237058401108, + 0.056388162076473236, + 0.0755128338932991, + 0.08711360394954681, + 0.036813486367464066, + 0.13235032558441162 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.03369199112057686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293081670999527 + ], + "opposite_logprob_tokens": [ + -3.7732930183410645 + ], + "logprob_reward": -0.023293081670999527, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293081670999527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10104457288980484, + 0.168416365981102, + 0.05676679313182831, + 0.14843283593654633, + 0.06942348927259445, + 0.08978808671236038, + 0.16588599979877472, + 0.08055281639099121, + 0.031979721039533615, + 0.08770928531885147 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.023293081670999527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12315305322408676, + 0.13296277821063995, + 0.07879728078842163, + 0.07297918945550919, + 0.06384541094303131, + 0.04710458591580391, + 0.032679483294487, + 0.031494978815317154, + 0.04244999587535858, + 0.3745332956314087 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00762551836669445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, eye-level macro shot, rendered with the distinctive aesthetic of vintage color film, slowly drifts laterally across a vast, mushroom-like colony of lettuce coral. The gentle, steady camera movement enhances the dreamlike atmosphere. The coral's delicate, leaf-like plates, intricately overlapping in fragile stratification, display soft, muted hues of dusty rose and pale green. Their colors are slightly desaturated, imbued with a nostalgic, faded quality. A subtle, living shimmer animates the entire surface, a visual manifestation of countless tiny coral polyps engaged in a synchronized, almost imperceptible pulsation, filtering nutrients from the water. Ethereal sunlight penetrates the clear water from above, casting soft, speckled etched patterns that dance across the coral's textured surface, creating a tranquil play of light and shadow. The entire scene is imbued with soft focus and fine, organic film grain, with subtle cyan shifts in deep water shadows and a warm, creamy quality in highlights, culminating in a remarkably tranquil and atmospheric underwater landscape.", + "seed": 7143, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_6/index_3257_seed_7143_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026957147382199766, + "vlm_logprob": -0.026957147382199766, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.026957147382199766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03022785857319832 + ], + "opposite_logprob_tokens": [ + -3.5302278995513916 + ], + "logprob_reward": -0.03022785857319832, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03022785857319832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1081700325012207, + 0.02531338855624199, + 0.03800154849886894, + 0.04175230860710144, + 0.03945615515112877, + 0.09981536120176315, + 0.16379664838314056, + 0.37062159180641174, + 0.0936989113688469, + 0.019374050199985504 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.03022785857319832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067411623895168304 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.0067411623895168304, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067411623895168304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0901264175772667, + 0.08422292768955231, + 0.052392683923244476, + 0.07612425833940506, + 0.08847340941429138, + 0.121331125497818, + 0.04532085359096527, + 0.27506518363952637, + 0.03012005053460598, + 0.13682307302951813 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.0067411623895168304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864126443862915 + ], + "opposite_logprob_tokens": [ + -3.0486412048339844 + ], + "logprob_reward": -0.04864126443862915, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864126443862915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16758239269256592, + 0.041503217071294785, + 0.10327497124671936, + 0.02462497539818287, + 0.04004008322954178, + 0.21177296340465546, + 0.027835432440042496, + 0.3490159809589386, + 0.01148551981896162, + 0.02286452427506447 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.04864126443862915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810625150799751 + ], + "opposite_logprob_tokens": [ + -3.2881062030792236 + ], + "logprob_reward": -0.03810625150799751, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810625150799751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38119861483573914, + 0.034529414027929306, + 0.06366363167762756, + 0.02648407779633999, + 0.03647387772798538, + 0.08340220898389816, + 0.08635561168193817, + 0.0846758782863617, + 0.15899229049682617, + 0.04422438144683838 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.03810625150799751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vast colony of lettuce coral with delicate, leaf-like plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the coral plates display soft, muted hues of dusty rose and pale green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly drift laterally across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a subtle shimmer animating the coral surface caused by tiny polyps pulsating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a vintage color film aesthetic with soft focus and fine organic film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069200001657009 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069200001657009, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069200001657009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47317880392074585, + 0.03950066119432449, + 0.1120402067899704, + 0.02568906359374523, + 0.05442587658762932, + 0.11615677922964096, + 0.03612343221902847, + 0.07912083715200424, + 0.03194255754351616, + 0.031821805983781815 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.011069200001657009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_tensor([1093, 1093])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_tensor([1093, 1093])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1d3a57dbc17e2f53713ff4818a8f6168f8512270 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_tensor([1093, 1093])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins in the middle ground, filmed from a slightly upward angle and slowly panning forward. Under a deep, inky night sky, a brilliant full moon casts a cool, silvery glow across the terrace of a majestic yet empty ancient palace. The white marble railings and carved columns gleam in the moonlight, a cold sheen. A fairy, clad in ornate ancient attire, stands still. Her cascading, jet-black hair is loosely tied with a simple jade hairpin, a few strands brushing against her cheek in the night breeze. She wears a long, wide-sleeved gown woven from layers of sheer, pale blue and silver-white silk, the hem embroidered with intricate, flowing cloud patterns in silver thread. Her expression is serene, a touch of compassion, as she carefully and tenderly holds a docile jade rabbit to her chest. As the camera steadily zooms in, the focus falls precisely on her movements: her slender, white fingers gently cradling the rabbit. The flawless, translucent icy jade bracelet on her wrist reflects the moonlight, its natural veins clearly visible. Meanwhile, the rabbit's pure white fur is rendered with distinct strands, appearing exceptionally soft and fluffy. It curls quietly in the fairy's hands, its ruby-like eyes gazing back calmly. The entire scene is enveloped in a silvery-blue hue, creating an atmosphere of profound tranquility, mystery, and a touch of loneliness.", + "seed": 11780, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_1093_seed_11780_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02628970667719841, + "vlm_logprob": -0.02628970667719841, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.02628970667719841, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05558168888092041 + ], + "opposite_logprob_tokens": [ + -2.930581569671631 + ], + "logprob_reward": -0.05558168888092041, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05558168888092041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12070649862289429, + 0.06249866634607315, + 0.08626139909029007, + 0.062446046620607376, + 0.35070905089378357, + 0.047966018319129944, + 0.04630981385707855, + 0.02380225621163845, + 0.07224177569150925, + 0.1270584613084793 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.05558168888092041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001949435449205339 + ], + "opposite_logprob_tokens": [ + -6.251949310302734 + ], + "logprob_reward": -0.001949435449205339, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001949435449205339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2765384316444397, + 0.0767407938838005, + 0.07350294291973114, + 0.04524467885494232, + 0.18913599848747253, + 0.04200204089283943, + 0.05319136008620262, + 0.03204948082566261, + 0.10563139617443085, + 0.1059628427028656 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.001949435449205339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073091067373753 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073091067373753, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073091067373753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1344350129365921, + 0.04726988077163696, + 0.06055421382188797, + 0.04199625551700592, + 0.17858892679214478, + 0.06643059104681015, + 0.036356959491968155, + 0.09661338478326797, + 0.1510339379310608, + 0.18672087788581848 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.011073091067373753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203080713748932 + ], + "opposite_logprob_tokens": [ + -2.812030792236328 + ], + "logprob_reward": -0.06203080713748932, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203080713748932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402267962694168, + 0.044757913798093796, + 0.06345943361520767, + 0.039929524064064026, + 0.16765010356903076, + 0.04228619858622551, + 0.027730518952012062, + 0.042433254420757294, + 0.15308432281017303, + 0.2784419059753418 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.06203080713748932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008135108510032296 + ], + "opposite_logprob_tokens": [ + -7.1258134841918945 + ], + "logprob_reward": -0.0008135108510032296, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008135108510032296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647549420595169, + 0.051617905497550964, + 0.0543767511844635, + 0.05035429447889328, + 0.23275145888328552, + 0.05857047066092491, + 0.06989876180887222, + 0.03442167863249779, + 0.07698144018650055, + 0.2062722146511078 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0008135108510032296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in the middle ground, filmed from a slightly upward angle and slowly panning forward. Under a deep, inky night sky, a brilliant full moon casts a cool, silvery glow across the terrace of a majestic yet empty ancient palace. The white marble railings and carved columns gleam in the moonlight, a cold sheen. A fairy, clad in ornate ancient attire, stands still. Her cascading, jet-black hair is loosely tied with a simple jade hairpin, a few strands brushing against her cheek in the night breeze. She wears a long, wide-sleeved gown woven from layers of sheer, pale blue and silver-white silk, the hem embroidered with intricate, flowing cloud patterns in silver thread. Her expression is serene, a touch of compassion, as she carefully and tenderly holds a docile jade rabbit to her chest. As the camera steadily zooms in, the focus falls precisely on her movements: her slender, white fingers gently cradling the rabbit. The flawless, translucent icy jade bracelet on her wrist reflects the moonlight, its natural veins clearly visible. Meanwhile, the rabbit's pure white fur is rendered with distinct strands, appearing exceptionally soft and fluffy. It curls quietly in the fairy's hands, its ruby-like eyes gazing back calmly. The entire scene is enveloped in a silvery-blue hue, creating an atmosphere of profound tranquility, mystery, and a touch of loneliness.", + "seed": 11781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_1093_seed_11781_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014055057743098587, + "vlm_logprob": -0.014055057743098587, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.014055057743098587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03841201961040497 + ], + "opposite_logprob_tokens": [ + -3.288412094116211 + ], + "logprob_reward": -0.03841201961040497, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03841201961040497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39273935556411743, + 0.16729050874710083, + 0.0746687799692154, + 0.028768781572580338, + 0.04191010445356369, + 0.03790213540196419, + 0.057870909571647644, + 0.07618648558855057, + 0.05684707313776016, + 0.06581589579582214 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03841201961040497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011888825101777911 + ], + "opposite_logprob_tokens": [ + -6.7511887550354 + ], + "logprob_reward": -0.0011888825101777911, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011888825101777911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17760299146175385, + 0.12368103116750717, + 0.041516780853271484, + 0.03866554796695709, + 0.0862795040011406, + 0.12021566182374954, + 0.1034357100725174, + 0.07602978497743607, + 0.12505397200584412, + 0.10751901566982269 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0011888825101777911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036153923720121384 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036153923720121384, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036153923720121384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0726151242852211, + 0.03983994945883751, + 0.04111883044242859, + 0.02168307453393936, + 0.021120157092809677, + 0.03228166699409485, + 0.13510851562023163, + 0.1545105278491974, + 0.1262090653181076, + 0.3555130958557129 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0036153923720121384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339229196310043 + ], + "opposite_logprob_tokens": [ + -3.651339292526245 + ], + "logprob_reward": -0.026339229196310043, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339229196310043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09167508035898209, + 0.048501644283533096, + 0.04785527288913727, + 0.052143365144729614, + 0.05521256476640701, + 0.04277176409959793, + 0.16526593267917633, + 0.16885419189929962, + 0.20059172809123993, + 0.12712843716144562 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.026339229196310043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007197650265879929 + ], + "opposite_logprob_tokens": [ + -7.2507195472717285 + ], + "logprob_reward": -0.0007197650265879929, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007197650265879929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1473623663187027, + 0.16047626733779907, + 0.03143228963017464, + 0.032115790992975235, + 0.09600754827260971, + 0.09435192495584488, + 0.11556778103113174, + 0.11494612693786621, + 0.08807913213968277, + 0.11966066062450409 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0007197650265879929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in the middle ground, filmed from a slightly upward angle and slowly panning forward. Under a deep, inky night sky, a brilliant full moon casts a cool, silvery glow across the terrace of a majestic yet empty ancient palace. The white marble railings and carved columns gleam in the moonlight, a cold sheen. A fairy, clad in ornate ancient attire, stands still. Her cascading, jet-black hair is loosely tied with a simple jade hairpin, a few strands brushing against her cheek in the night breeze. She wears a long, wide-sleeved gown woven from layers of sheer, pale blue and silver-white silk, the hem embroidered with intricate, flowing cloud patterns in silver thread. Her expression is serene, a touch of compassion, as she carefully and tenderly holds a docile jade rabbit to her chest. As the camera steadily zooms in, the focus falls precisely on her movements: her slender, white fingers gently cradling the rabbit. The flawless, translucent icy jade bracelet on her wrist reflects the moonlight, its natural veins clearly visible. Meanwhile, the rabbit's pure white fur is rendered with distinct strands, appearing exceptionally soft and fluffy. It curls quietly in the fairy's hands, its ruby-like eyes gazing back calmly. The entire scene is enveloped in a silvery-blue hue, creating an atmosphere of profound tranquility, mystery, and a touch of loneliness.", + "seed": 11782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_1093_seed_11782_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014397818688303232, + "vlm_logprob": -0.014397818688303232, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.014397818688303232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034091170877218246 + ], + "opposite_logprob_tokens": [ + -3.4090912342071533 + ], + "logprob_reward": -0.034091170877218246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034091170877218246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4376645088195801, + 0.03856462612748146, + 0.07991427928209305, + 0.05145992338657379, + 0.04857314005494118, + 0.1087714359164238, + 0.03307511284947395, + 0.039703164249658585, + 0.06461930274963379, + 0.09765458106994629 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.034091170877218246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015210260171443224 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015210260171443224, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015210260171443224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1037575900554657, + 0.028767097741365433, + 0.17422860860824585, + 0.05290595814585686, + 0.07868519425392151, + 0.18795764446258545, + 0.059927381575107574, + 0.12551982700824738, + 0.10424593091011047, + 0.08400474488735199 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.0015210260171443224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07368328422307968, + 0.029649643227458, + 0.2122124284505844, + 0.04954538866877556, + 0.05856872722506523, + 0.15640996396541595, + 0.042769163846969604, + 0.12410154938697815, + 0.1300843507051468, + 0.12297555804252625 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979230508208275 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.02979230508208275, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979230508208275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0760948434472084, + 0.022656003013253212, + 0.0447247251868248, + 0.11177132278680801, + 0.034944284707307816, + 0.2758808732032776, + 0.07110044360160828, + 0.1414332240819931, + 0.16970467567443848, + 0.05168963596224785 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.02979230508208275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006353028584271669 + ], + "opposite_logprob_tokens": [ + -7.375635147094727 + ], + "logprob_reward": -0.0006353028584271669, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006353028584271669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1956302374601364, + 0.061948902904987335, + 0.13782134652137756, + 0.051392462104558945, + 0.06841622292995453, + 0.08014674484729767, + 0.06874140352010727, + 0.08505471050739288, + 0.09433124214410782, + 0.15651670098304749 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0006353028584271669 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in the middle ground, filmed from a slightly upward angle and slowly panning forward. Under a deep, inky night sky, a brilliant full moon casts a cool, silvery glow across the terrace of a majestic yet empty ancient palace. The white marble railings and carved columns gleam in the moonlight, a cold sheen. A fairy, clad in ornate ancient attire, stands still. Her cascading, jet-black hair is loosely tied with a simple jade hairpin, a few strands brushing against her cheek in the night breeze. She wears a long, wide-sleeved gown woven from layers of sheer, pale blue and silver-white silk, the hem embroidered with intricate, flowing cloud patterns in silver thread. Her expression is serene, a touch of compassion, as she carefully and tenderly holds a docile jade rabbit to her chest. As the camera steadily zooms in, the focus falls precisely on her movements: her slender, white fingers gently cradling the rabbit. The flawless, translucent icy jade bracelet on her wrist reflects the moonlight, its natural veins clearly visible. Meanwhile, the rabbit's pure white fur is rendered with distinct strands, appearing exceptionally soft and fluffy. It curls quietly in the fairy's hands, its ruby-like eyes gazing back calmly. The entire scene is enveloped in a silvery-blue hue, creating an atmosphere of profound tranquility, mystery, and a touch of loneliness.", + "seed": 11783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_7/index_1093_seed_11783_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03431760726962239, + "vlm_logprob": -0.03431760726962239, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.03431760726962239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1273975968360901 + ], + "opposite_logprob_tokens": [ + -2.1273975372314453 + ], + "logprob_reward": -0.1273975968360901, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1273975968360901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5030689239501953, + 0.08233961462974548, + 0.07426140457391739, + 0.048163846135139465, + 0.02732006460428238, + 0.04040113463997841, + 0.06541620194911957, + 0.07172473520040512, + 0.031074391677975655, + 0.05622974783182144 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1273975968360901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017210922669619322 + ], + "opposite_logprob_tokens": [ + -6.376720905303955 + ], + "logprob_reward": -0.0017210922669619322, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017210922669619322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14073805510997772, + 0.09034000337123871, + 0.06975021958351135, + 0.0772830918431282, + 0.04233032092452049, + 0.06905251741409302, + 0.07307915389537811, + 0.32941389083862305, + 0.04052676633000374, + 0.06748603284358978 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0017210922669619322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192361384630203 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192361384630203, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192361384630203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25276175141334534, + 0.06457966566085815, + 0.0547998808324337, + 0.019117671996355057, + 0.03368774801492691, + 0.08649274706840515, + 0.053727034479379654, + 0.058051079511642456, + 0.07796232402324677, + 0.2988201081752777 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.014192361384630203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633516490459442 + ], + "opposite_logprob_tokens": [ + -3.6513352394104004 + ], + "logprob_reward": -0.02633516490459442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633516490459442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13061228394508362, + 0.06359877437353134, + 0.034517381340265274, + 0.04212348535656929, + 0.10208940505981445, + 0.09551692754030228, + 0.08192665874958038, + 0.23386593163013458, + 0.16810601949691772, + 0.04764321818947792 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02633516490459442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the terrace of an ancient palace under a night sky with a full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a fairy wearing ornate ancient attire with pale blue and silver-white silk and cloud embroidery visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fairy holding a docile jade rabbit with pure white fur and ruby-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start in the middle ground and slowly pan forward while zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a cool, silvery-blue moonlight with white marble railings and columns visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019418209558352828 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019418209558352828, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019418209558352828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3685319721698761, + 0.05344377085566521, + 0.07125134766101837, + 0.0549311563372612, + 0.1707582324743271, + 0.08389683067798615, + 0.06830527633428574, + 0.03215260058641434, + 0.030083172023296356, + 0.06664568930864334 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0019418209558352828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_tensor([2437, 2437])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_tensor([2437, 2437])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6a0264746a4375bf9dcbd1780ae0e57f7fd8de65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_tensor([2437, 2437])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Rendered in a flawless, surreal CG style, the shot begins with a medium close-up, then slowly, thoughtfully pans from left to right, exploring the sleek design studio. The initial focal point is an intricate chrome gyroscope, spinning endlessly and silently on the surface of a polished mahogany table, revealing deep, rich textures beneath the smooth lacquer finish. The gyroscope's flawless, mirror-like gimbal and central inertia wheel move in a perfectly balanced, hypnotic manner, capturing and refracting the cool, unfocused daylight streaming in from the massive off-screen windows. As the camera smoothly pans to the right, it reveals the studio's wider backdrop: meticulously crafted architectural models made of white acrylic and glulam are precisely arranged on tables and shelves, their complex geometric forms suggesting futuristic cities. Concept sketches and blueprints pinned to large boards adorn the walls, showcasing charcoal and ink drawings of innovative structures. The environment is a focal point of creativity, with minimalist drafting lamps casting warm, concentrated pools of light that contrast with the cool overall tonal palette of grays and whites. The combination of slow and steady camera movement and the perpetual rotation of the gyroscope creates a serene, intellectual, almost meditative atmosphere that highlights the beauty of form and the quiet intensity of the design process.", + "seed": 11811, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_2437_seed_11811_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02976354882121086, + "vlm_logprob": -0.02976354882121086, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.02976354882121086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012250419706106186 + ], + "opposite_logprob_tokens": [ + -4.6372504234313965 + ], + "logprob_reward": -0.012250419706106186, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012250419706106186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07068077474832535, + 0.03594386205077171, + 0.03159470483660698, + 0.034172918647527695, + 0.019513586536049843, + 0.05416858568787575, + 0.12080314755439758, + 0.0456455759704113, + 0.07432888448238373, + 0.5131480097770691 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.012250419706106186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04872290417551994 + ], + "opposite_logprob_tokens": [ + -3.048722982406616 + ], + "logprob_reward": -0.04872290417551994, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04872290417551994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07658098638057709, + 0.1115594133734703, + 0.022195596247911453, + 0.045660801231861115, + 0.03987044468522072, + 0.0684889405965805, + 0.07629631459712982, + 0.022925565019249916, + 0.11238686740398407, + 0.42403507232666016 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.04872290417551994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808857873082161 + ], + "opposite_logprob_tokens": [ + -3.28808856010437 + ], + "logprob_reward": -0.03808857873082161, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808857873082161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04832180589437485, + 0.03072250634431839, + 0.04280330613255501, + 0.04488908872008324, + 0.05894000083208084, + 0.045712411403656006, + 0.45327767729759216, + 0.027199452742934227, + 0.11084920912981033, + 0.137284517288208 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.03808857873082161 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066960990428925 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066960990428925, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066960990428925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027528731152415276, + 0.02112756110727787, + 0.016667768359184265, + 0.017294762656092644, + 0.02968762442469597, + 0.03260986879467964, + 0.439490407705307, + 0.02246907539665699, + 0.06292735040187836, + 0.3301968574523926 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.016066960990428925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368888050317764 + ], + "opposite_logprob_tokens": [ + -3.40868878364563 + ], + "logprob_reward": -0.03368888050317764, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368888050317764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012191461399197578, + 0.011238524690270424, + 0.012449076399207115, + 0.014285647310316563, + 0.009242582134902477, + 0.033601999282836914, + 0.4270675480365753, + 0.02620469592511654, + 0.21141059696674347, + 0.2423078715801239 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.03368888050317764 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a flawless, surreal CG style, the shot begins with a medium close-up, then slowly, thoughtfully pans from left to right, exploring the sleek design studio. The initial focal point is an intricate chrome gyroscope, spinning endlessly and silently on the surface of a polished mahogany table, revealing deep, rich textures beneath the smooth lacquer finish. The gyroscope's flawless, mirror-like gimbal and central inertia wheel move in a perfectly balanced, hypnotic manner, capturing and refracting the cool, unfocused daylight streaming in from the massive off-screen windows. As the camera smoothly pans to the right, it reveals the studio's wider backdrop: meticulously crafted architectural models made of white acrylic and glulam are precisely arranged on tables and shelves, their complex geometric forms suggesting futuristic cities. Concept sketches and blueprints pinned to large boards adorn the walls, showcasing charcoal and ink drawings of innovative structures. The environment is a focal point of creativity, with minimalist drafting lamps casting warm, concentrated pools of light that contrast with the cool overall tonal palette of grays and whites. The combination of slow and steady camera movement and the perpetual rotation of the gyroscope creates a serene, intellectual, almost meditative atmosphere that highlights the beauty of form and the quiet intensity of the design process.", + "seed": 11812, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_2437_seed_11812_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030411355197429657, + "vlm_logprob": -0.030411355197429657, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.030411355197429657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01257467269897461 + ], + "opposite_logprob_tokens": [ + -4.637574672698975 + ], + "logprob_reward": -0.01257467269897461, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01257467269897461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.232694610953331, + 0.04163878783583641, + 0.1877104490995407, + 0.08965996652841568, + 0.07514546811580658, + 0.08188888430595398, + 0.04859676957130432, + 0.07052253186702728, + 0.12350453436374664, + 0.0486379936337471 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01257467269897461 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309479892253876 + ], + "opposite_logprob_tokens": [ + -3.1680948734283447 + ], + "logprob_reward": -0.04309479892253876, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309479892253876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1357213854789734, + 0.09592986851930618, + 0.08770456910133362, + 0.11088617891073227, + 0.16333384811878204, + 0.060632266104221344, + 0.0477168969810009, + 0.12661540508270264, + 0.12137522548437119, + 0.05008440092206001 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.04309479892253876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023272117599844933 + ], + "opposite_logprob_tokens": [ + -3.7732720375061035 + ], + "logprob_reward": -0.023272117599844933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023272117599844933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07369320839643478, + 0.03844263404607773, + 0.20018446445465088, + 0.04053226485848427, + 0.09897571057081223, + 0.23362946510314941, + 0.05750875920057297, + 0.14942248165607452, + 0.037921540439128876, + 0.06968943029642105 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.023272117599844933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818074844777584 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818074844777584, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818074844777584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09343056380748749, + 0.033951885998249054, + 0.29855024814605713, + 0.03351791575551033, + 0.06713932007551193, + 0.08023519068956375, + 0.06479313969612122, + 0.11123776435852051, + 0.0849466323852539, + 0.13219738006591797 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.01818074844777584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054934438318014145 + ], + "opposite_logprob_tokens": [ + -2.929934501647949 + ], + "logprob_reward": -0.054934438318014145, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054934438318014145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0740344375371933, + 0.029218101873993874, + 0.16961827874183655, + 0.09645107388496399, + 0.07373080402612686, + 0.045626770704984665, + 0.12565183639526367, + 0.1227269247174263, + 0.12588784098625183, + 0.13705392181873322 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.054934438318014145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a flawless, surreal CG style, the shot begins with a medium close-up, then slowly, thoughtfully pans from left to right, exploring the sleek design studio. The initial focal point is an intricate chrome gyroscope, spinning endlessly and silently on the surface of a polished mahogany table, revealing deep, rich textures beneath the smooth lacquer finish. The gyroscope's flawless, mirror-like gimbal and central inertia wheel move in a perfectly balanced, hypnotic manner, capturing and refracting the cool, unfocused daylight streaming in from the massive off-screen windows. As the camera smoothly pans to the right, it reveals the studio's wider backdrop: meticulously crafted architectural models made of white acrylic and glulam are precisely arranged on tables and shelves, their complex geometric forms suggesting futuristic cities. Concept sketches and blueprints pinned to large boards adorn the walls, showcasing charcoal and ink drawings of innovative structures. The environment is a focal point of creativity, with minimalist drafting lamps casting warm, concentrated pools of light that contrast with the cool overall tonal palette of grays and whites. The combination of slow and steady camera movement and the perpetual rotation of the gyroscope creates a serene, intellectual, almost meditative atmosphere that highlights the beauty of form and the quiet intensity of the design process.", + "seed": 11813, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_2437_seed_11813_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01899287407286465, + "vlm_logprob": -0.01899287407286465, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.01899287407286465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030145461205393076 + ], + "opposite_logprob_tokens": [ + -6.50301456451416 + ], + "logprob_reward": -0.0030145461205393076, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0030145461205393076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13749413192272186, + 0.034427836537361145, + 0.10415944457054138, + 0.04023044928908348, + 0.02369704283773899, + 0.495941698551178, + 0.03436313569545746, + 0.028129955753684044, + 0.04767235368490219, + 0.053884025663137436 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0030145461205393076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210578985512257 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210578985512257, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210578985512257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15981844067573547, + 0.022436484694480896, + 0.17010514438152313, + 0.024469686672091484, + 0.036830682307481766, + 0.48041340708732605, + 0.018887944519519806, + 0.016645625233650208, + 0.015884658321738243, + 0.05450793728232384 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.014210578985512257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183664694428444 + ], + "opposite_logprob_tokens": [ + -4.264183521270752 + ], + "logprob_reward": -0.014183664694428444, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183664694428444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07413232326507568, + 0.03248574957251549, + 0.2823388874530792, + 0.0476125031709671, + 0.03376085311174393, + 0.2373005747795105, + 0.1369798332452774, + 0.043032463639974594, + 0.04351092875003815, + 0.06884589791297913 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.014183664694428444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631185628473759 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631185628473759, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631185628473759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03625378757715225, + 0.008883913978934288, + 0.03967898339033127, + 0.016057876870036125, + 0.01709866337478161, + 0.7337387800216675, + 0.04299163818359375, + 0.02643602527678013, + 0.03497346118092537, + 0.04388689249753952 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.008631185628473759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492439493536949 + ], + "opposite_logprob_tokens": [ + -2.929924488067627 + ], + "logprob_reward": -0.05492439493536949, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492439493536949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044998522847890854, + 0.012022855691611767, + 0.05316763371229172, + 0.026963524520397186, + 0.017833508551120758, + 0.47130221128463745, + 0.07530785351991653, + 0.05135050415992737, + 0.04703069478273392, + 0.20002274215221405 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.05492439493536949 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in a flawless, surreal CG style, the shot begins with a medium close-up, then slowly, thoughtfully pans from left to right, exploring the sleek design studio. The initial focal point is an intricate chrome gyroscope, spinning endlessly and silently on the surface of a polished mahogany table, revealing deep, rich textures beneath the smooth lacquer finish. The gyroscope's flawless, mirror-like gimbal and central inertia wheel move in a perfectly balanced, hypnotic manner, capturing and refracting the cool, unfocused daylight streaming in from the massive off-screen windows. As the camera smoothly pans to the right, it reveals the studio's wider backdrop: meticulously crafted architectural models made of white acrylic and glulam are precisely arranged on tables and shelves, their complex geometric forms suggesting futuristic cities. Concept sketches and blueprints pinned to large boards adorn the walls, showcasing charcoal and ink drawings of innovative structures. The environment is a focal point of creativity, with minimalist drafting lamps casting warm, concentrated pools of light that contrast with the cool overall tonal palette of grays and whites. The combination of slow and steady camera movement and the perpetual rotation of the gyroscope creates a serene, intellectual, almost meditative atmosphere that highlights the beauty of form and the quiet intensity of the design process.", + "seed": 11814, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_8/index_2437_seed_11814_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.053694140166044235, + "vlm_logprob": -0.053694140166044235, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.053694140166044235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07346756011247635 + ], + "opposite_logprob_tokens": [ + -2.698467493057251 + ], + "logprob_reward": -0.07346756011247635, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07346756011247635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47912728786468506, + 0.07973646372556686, + 0.15296126902103424, + 0.030959531664848328, + 0.019221004098653793, + 0.032379381358623505, + 0.06176501885056496, + 0.026454558596014977, + 0.08793442696332932, + 0.02946108765900135 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.07346756011247635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211113557219505 + ], + "opposite_logprob_tokens": [ + -2.8121111392974854 + ], + "logprob_reward": -0.06211113557219505, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211113557219505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33050432801246643, + 0.06254551559686661, + 0.13909350335597992, + 0.04357517510652542, + 0.021325403824448586, + 0.03644699603319168, + 0.10197410732507706, + 0.034812986850738525, + 0.16785860061645508, + 0.061863452196121216 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.06211113557219505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579854026436806 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579854026436806, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579854026436806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11013995110988617, + 0.11302202194929123, + 0.07942727208137512, + 0.053930800408124924, + 0.16163577139377594, + 0.13531658053398132, + 0.08672140538692474, + 0.03623831644654274, + 0.14781293272972107, + 0.07575494796037674 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.020579854026436806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284463211894035 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284463211894035, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284463211894035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15159566700458527, + 0.058306679129600525, + 0.07729259878396988, + 0.04984287917613983, + 0.02344922162592411, + 0.022918935865163803, + 0.14928273856639862, + 0.07144512981176376, + 0.2724405527114868, + 0.12342564016580582 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.023284463211894035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a medium close-up of an intricate chrome gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gyroscope spinning endlessly on a polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly pan from left to right to reveal the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are architectural models made of white acrylic and glulam visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are concept sketches and blueprints pinned to the walls of the studio?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902768790721893 + ], + "opposite_logprob_tokens": [ + -2.4640276432037354 + ], + "logprob_reward": -0.08902768790721893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902768790721893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058755483478307724, + 0.03660019487142563, + 0.1080598458647728, + 0.0327666774392128, + 0.03190276771783829, + 0.03659956157207489, + 0.1493212729692459, + 0.07830355316400528, + 0.2917836010456085, + 0.17590713500976562 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.08902768790721893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_tensor([1526, 1526])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_tensor([1526, 1526])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f59e8682913a282afe4bf50ec11c482aad2c83a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_tensor([1526, 1526])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, shot from a horizontal angle, captures a boundless, minimalist space of pure white. Against this infinite background, illuminated by a strong, sharply defined hard light, a luxurious crimson velvet cushion rests in the center, its rich color striking against the stark white. A single, airy, white feather rests atop it. Suddenly, a highly polished steel rapier, with an ornate, intricate guard, cuts across the frame from the right in a swift, graceful arc. With almost imperceptible precision, its sharp tip delicately touches and lifts the feather upward. The feather is silently flung into the air, slowly spinning and falling beneath the harsh light. The rapier, having completed its stroke across the cushion, hovers steadily in mid-air, its blade reflecting sharp highlights that contrast sharply with the deep shadows. The entire picture is full of Richard Avedon-style high-contrast dramatic tension. Through the extreme black, white and red color composition, it creates a visual atmosphere that is both calm and elegant and has strong control.", + "seed": 10322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_1526_seed_10322_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043687074724584815, + "vlm_logprob": -0.043687074724584815, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.043687074724584815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023767100647091866 + ], + "opposite_logprob_tokens": [ + -6.252376556396484 + ], + "logprob_reward": -0.0023767100647091866, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0023767100647091866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00849938951432705, + 0.5905203819274902, + 0.052234750241041183, + 0.11930650472640991, + 0.005494270008057356, + 0.003685573348775506, + 0.08173222839832306, + 0.13181474804878235, + 0.003264771541580558, + 0.0034473713021725416 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.0023767100647091866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960309412330389 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960309412330389, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960309412330389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011453686282038689, + 0.5371920466423035, + 0.15279224514961243, + 0.0897129476070404, + 0.00876209419220686, + 0.004785734228789806, + 0.0469009205698967, + 0.1450119912624359, + 0.0010295374086126685, + 0.002358787227421999 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.005960309412330389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898437231779099 + ], + "opposite_logprob_tokens": [ + -2.578984260559082 + ], + "logprob_reward": -0.07898437231779099, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898437231779099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008942936547100544, + 0.4655837118625641, + 0.11049086600542068, + 0.21607831120491028, + 0.005967425182461739, + 0.006829980760812759, + 0.10478083044290543, + 0.07775811105966568, + 0.0011105291778221726, + 0.002457299968227744 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07898437231779099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293405294418335 + ], + "opposite_logprob_tokens": [ + -2.237934112548828 + ], + "logprob_reward": -0.11293405294418335, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293405294418335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019181402400135994, + 0.40827617049217224, + 0.1581086665391922, + 0.2506212592124939, + 0.007300131488591433, + 0.008110559545457363, + 0.10907039046287537, + 0.03614667057991028, + 0.0014287461526691914, + 0.0017559909028932452 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.11293405294418335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817992888391018 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01817992888391018, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817992888391018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006861862260848284, + 0.16284887492656708, + 0.5347368121147156, + 0.12417644262313843, + 0.0037097849417477846, + 0.014660313725471497, + 0.05101800337433815, + 0.09261102229356766, + 0.006213235668838024, + 0.003163679735735059 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.01817992888391018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from a horizontal angle, captures a boundless, minimalist space of pure white. Against this infinite background, illuminated by a strong, sharply defined hard light, a luxurious crimson velvet cushion rests in the center, its rich color striking against the stark white. A single, airy, white feather rests atop it. Suddenly, a highly polished steel rapier, with an ornate, intricate guard, cuts across the frame from the right in a swift, graceful arc. With almost imperceptible precision, its sharp tip delicately touches and lifts the feather upward. The feather is silently flung into the air, slowly spinning and falling beneath the harsh light. The rapier, having completed its stroke across the cushion, hovers steadily in mid-air, its blade reflecting sharp highlights that contrast sharply with the deep shadows. The entire picture is full of Richard Avedon-style high-contrast dramatic tension. Through the extreme black, white and red color composition, it creates a visual atmosphere that is both calm and elegant and has strong control.", + "seed": 10323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_1526_seed_10323_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.035098333330824974, + "vlm_logprob": -0.035098333330824974, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.035098333330824974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003630477236583829 + ], + "opposite_logprob_tokens": [ + -5.753630638122559 + ], + "logprob_reward": -0.003630477236583829, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003630477236583829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12045034766197205, + 0.18437640368938446, + 0.08912651240825653, + 0.09907391667366028, + 0.025214925408363342, + 0.05695522204041481, + 0.09474804252386093, + 0.08569113165140152, + 0.12426071614027023, + 0.12010275572538376 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.003630477236583829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651322029531002 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651322029531002, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651322029531002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17001718282699585, + 0.13034425675868988, + 0.08078639954328537, + 0.058513205498456955, + 0.04848643019795418, + 0.041618797928094864, + 0.06372498720884323, + 0.03786580637097359, + 0.08728011697530746, + 0.28136277198791504 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.004651322029531002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586278289556503 + ], + "opposite_logprob_tokens": [ + -3.8955862522125244 + ], + "logprob_reward": -0.020586278289556503, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586278289556503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368233859539032, + 0.3062041699886322, + 0.05324305593967438, + 0.013245168142020702, + 0.054814960807561874, + 0.026344990357756615, + 0.07042182236909866, + 0.08955808728933334, + 0.12045446038246155, + 0.12888990342617035 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020586278289556503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293021589517593 + ], + "opposite_logprob_tokens": [ + -2.2379302978515625 + ], + "logprob_reward": -0.11293021589517593, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293021589517593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18929903209209442, + 0.24344775080680847, + 0.03331061825156212, + 0.025882061570882797, + 0.03563576936721802, + 0.01728416234254837, + 0.07691377401351929, + 0.06051446497440338, + 0.07675262540578842, + 0.2409597635269165 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.11293021589517593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369337320327759 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.03369337320327759, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369337320327759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3361194133758545, + 0.054854948073625565, + 0.07024334371089935, + 0.04719698056578636, + 0.055946700274944305, + 0.034729670733213425, + 0.1569313406944275, + 0.030498027801513672, + 0.09087670594453812, + 0.1226029098033905 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03369337320327759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from a horizontal angle, captures a boundless, minimalist space of pure white. Against this infinite background, illuminated by a strong, sharply defined hard light, a luxurious crimson velvet cushion rests in the center, its rich color striking against the stark white. A single, airy, white feather rests atop it. Suddenly, a highly polished steel rapier, with an ornate, intricate guard, cuts across the frame from the right in a swift, graceful arc. With almost imperceptible precision, its sharp tip delicately touches and lifts the feather upward. The feather is silently flung into the air, slowly spinning and falling beneath the harsh light. The rapier, having completed its stroke across the cushion, hovers steadily in mid-air, its blade reflecting sharp highlights that contrast sharply with the deep shadows. The entire picture is full of Richard Avedon-style high-contrast dramatic tension. Through the extreme black, white and red color composition, it creates a visual atmosphere that is both calm and elegant and has strong control.", + "seed": 10324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_1526_seed_10324_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014173735561780632, + "vlm_logprob": -0.014173735561780632, + "vlm_yes_no_margin": 5.299999952316284, + "vlm_token_credit": -0.014173735561780632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008200620068237185 + ], + "opposite_logprob_tokens": [ + -7.750820159912109 + ], + "logprob_reward": -0.0008200620068237185, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0008200620068237185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019279664382338524, + 0.01347899530082941, + 0.02289770357310772, + 0.017061272636055946, + 0.015244826674461365, + 0.786642849445343, + 0.024361195042729378, + 0.017529351636767387, + 0.026824763044714928, + 0.0566793791949749 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.0008200620068237185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011844770051538944 + ], + "opposite_logprob_tokens": [ + -6.751184463500977 + ], + "logprob_reward": -0.0011844770051538944, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011844770051538944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07403099536895752, + 0.06076616048812866, + 0.08051963895559311, + 0.04480013996362686, + 0.023296339437365532, + 0.2604428827762604, + 0.10646764934062958, + 0.07444765418767929, + 0.037843141704797745, + 0.23738537728786469 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.0011844770051538944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10766888409852982, + 0.1150980219244957, + 0.09090254455804825, + 0.06551048904657364, + 0.13993321359157562, + 0.17601953446865082, + 0.0801931768655777, + 0.04326979070901871, + 0.08125683665275574, + 0.10014744848012924 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.007629185914993286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043056778609752655 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.043056778609752655, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043056778609752655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06207543984055519, + 0.061717793345451355, + 0.2011663317680359, + 0.043145082890987396, + 0.027711672708392143, + 0.2997383773326874, + 0.07896414399147034, + 0.09454245120286942, + 0.06903378665447235, + 0.061904966831207275 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.043056778609752655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178174272179604 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178174272179604, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018178174272179604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04951203241944313, + 0.0536620132625103, + 0.09893404692411423, + 0.03632880747318268, + 0.04678293690085411, + 0.2308214008808136, + 0.05949564650654793, + 0.081214040517807, + 0.07065433263778687, + 0.272594690322876 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.018178174272179604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from a horizontal angle, captures a boundless, minimalist space of pure white. Against this infinite background, illuminated by a strong, sharply defined hard light, a luxurious crimson velvet cushion rests in the center, its rich color striking against the stark white. A single, airy, white feather rests atop it. Suddenly, a highly polished steel rapier, with an ornate, intricate guard, cuts across the frame from the right in a swift, graceful arc. With almost imperceptible precision, its sharp tip delicately touches and lifts the feather upward. The feather is silently flung into the air, slowly spinning and falling beneath the harsh light. The rapier, having completed its stroke across the cushion, hovers steadily in mid-air, its blade reflecting sharp highlights that contrast sharply with the deep shadows. The entire picture is full of Richard Avedon-style high-contrast dramatic tension. Through the extreme black, white and red color composition, it creates a visual atmosphere that is both calm and elegant and has strong control.", + "seed": 10325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000270/group_9/index_1526_seed_10325_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022314866445958613, + "vlm_logprob": -0.022314866445958613, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.022314866445958613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020987405441701412 + ], + "opposite_logprob_tokens": [ + -6.377098560333252 + ], + "logprob_reward": -0.0020987405441701412, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0020987405441701412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02130100503563881, + 0.06446875631809235, + 0.0556730218231678, + 0.020455222576856613, + 0.01928001642227173, + 0.05695069953799248, + 0.01917516626417637, + 0.21713411808013916, + 0.3938813805580139, + 0.1316806972026825 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0020987405441701412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956872832030058 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956872832030058, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956872832030058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04913702234625816, + 0.058251846581697464, + 0.17058134078979492, + 0.035173360258340836, + 0.049903783947229385, + 0.06596922129392624, + 0.051076363772153854, + 0.2002575695514679, + 0.1572113335132599, + 0.16243813931941986 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.005956872832030058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190113827586174 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018190113827586174, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018190113827586174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05028747022151947, + 0.031032247468829155, + 0.13215027749538422, + 0.04961609095335007, + 0.07680259644985199, + 0.2435082346200943, + 0.1649751216173172, + 0.13962917029857635, + 0.037199340760707855, + 0.07479942589998245 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.018190113827586174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204705312848091 + ], + "opposite_logprob_tokens": [ + -2.812047004699707 + ], + "logprob_reward": -0.06204705312848091, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204705312848091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06155824288725853, + 0.17951716482639313, + 0.10590267926454544, + 0.02258452959358692, + 0.17197437584400177, + 0.0877315029501915, + 0.05861077830195427, + 0.17474880814552307, + 0.028258278965950012, + 0.10911361873149872 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.06204705312848091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a minimalist space with a pure white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a luxurious crimson velvet cushion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a highly polished steel rapier with an ornate guard cut across the frame from the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rapier's tip touch and lift a white feather resting on the cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281551897525787 + ], + "opposite_logprob_tokens": [ + -3.7732815742492676 + ], + "logprob_reward": -0.023281551897525787, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281551897525787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02525099739432335, + 0.048981498926877975, + 0.07836471498012543, + 0.02092164009809494, + 0.21700020134449005, + 0.0355544351041317, + 0.05277688428759575, + 0.2684422433376312, + 0.09124578535556793, + 0.16146162152290344 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.023281551897525787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_tensor([9080, 9080])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_tensor([9080, 9080])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ce65108fc9444ecd09aaed36147d3e2be6b339ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_tensor([9080, 9080])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, slowly pulls back to reveal the wider background. At the center of the frame is a woman adorned in magnificent Hanfu, standing gracefully atop a misty mountaintop. Her cascading, jet-black hair is styled in a delicate half-bun, mostly cascading down her back, a few strands swept by the wind against her cheeks. A long, pale jade silk ribbon, held within her bun, unfurls and flutters in the breeze, along with her wide, azure sleeves. She wears a double-breasted ruqun (skirt), her outer robe crafted from soft silk, intricately embroidered with auspicious clouds and cranes in silver thread, shimmering subtly in the soft golden afterglow of the setting sun. The wind blows relentlessly, inflating her vast, cloud-like sleeves, which sometimes flutter gracefully like butterfly wings, sometimes undulate like waves, bringing out the embroidery's pattern with unrestrained intensity. The woman's expression is serene yet slightly pensive, her gaze gazing out at the swirling sea of clouds in the distance, as if in wait or deep contemplation. The setting sun paints the entire scene with a warm orange-gold hue, creating a striking yet harmonious contrast with the cyan of her robe and the jade of her headband, creating an ethereal atmosphere of classicism, aesthetics, detachment, and poetry.", + "seed": 18289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_9080_seed_18289_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04604867571033537, + "vlm_logprob": -0.04604867571033537, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04604867571033537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030975088477134705 + ], + "opposite_logprob_tokens": [ + -3.530975103378296 + ], + "logprob_reward": -0.030975088477134705, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030975088477134705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08965868502855301, + 0.07228301465511322, + 0.07027334719896317, + 0.023235758766531944, + 0.07154599577188492, + 0.03728188946843147, + 0.06594903767108917, + 0.0360790379345417, + 0.12939363718032837, + 0.40429967641830444 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.030975088477134705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10055851936340332 + ], + "opposite_logprob_tokens": [ + -2.3505585193634033 + ], + "logprob_reward": -0.10055851936340332, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10055851936340332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09228364378213882, + 0.1204085648059845, + 0.11276953667402267, + 0.033376533538103104, + 0.08770661801099777, + 0.0740811750292778, + 0.13537871837615967, + 0.059395380318164825, + 0.05943969637155533, + 0.22516009211540222 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.10055851936340332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21161100268363953, + 0.10881659388542175, + 0.13324443995952606, + 0.039359934628009796, + 0.07172974944114685, + 0.023568693548440933, + 0.05241953209042549, + 0.02661857008934021, + 0.07208991795778275, + 0.26054152846336365 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010452766437083483 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010452766437083483, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010452766437083483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1297987401485443, + 0.07830775529146194, + 0.05885836482048035, + 0.045316070318222046, + 0.10577596724033356, + 0.02158620022237301, + 0.24881146848201752, + 0.08053896576166153, + 0.09174486249685287, + 0.13926160335540771 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0010452766437083483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901558071374893 + ], + "opposite_logprob_tokens": [ + -2.464015483856201 + ], + "logprob_reward": -0.08901558071374893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901558071374893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07721628993749619, + 0.05170731246471405, + 0.14226235449314117, + 0.0370023250579834, + 0.0352579765021801, + 0.022659145295619965, + 0.09342994540929794, + 0.0676751658320427, + 0.24257279932498932, + 0.23021669685840607 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.08901558071374893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly pulls back to reveal the wider background. At the center of the frame is a woman adorned in magnificent Hanfu, standing gracefully atop a misty mountaintop. Her cascading, jet-black hair is styled in a delicate half-bun, mostly cascading down her back, a few strands swept by the wind against her cheeks. A long, pale jade silk ribbon, held within her bun, unfurls and flutters in the breeze, along with her wide, azure sleeves. She wears a double-breasted ruqun (skirt), her outer robe crafted from soft silk, intricately embroidered with auspicious clouds and cranes in silver thread, shimmering subtly in the soft golden afterglow of the setting sun. The wind blows relentlessly, inflating her vast, cloud-like sleeves, which sometimes flutter gracefully like butterfly wings, sometimes undulate like waves, bringing out the embroidery's pattern with unrestrained intensity. The woman's expression is serene yet slightly pensive, her gaze gazing out at the swirling sea of clouds in the distance, as if in wait or deep contemplation. The setting sun paints the entire scene with a warm orange-gold hue, creating a striking yet harmonious contrast with the cyan of her robe and the jade of her headband, creating an ethereal atmosphere of classicism, aesthetics, detachment, and poetry.", + "seed": 18290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_9080_seed_18290_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04145777216181159, + "vlm_logprob": -0.04145777216181159, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04145777216181159, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038658056408166885 + ], + "opposite_logprob_tokens": [ + -3.2886581420898438 + ], + "logprob_reward": -0.038658056408166885, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038658056408166885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0671164020895958, + 0.3212001919746399, + 0.02483268827199936, + 0.03768806904554367, + 0.1259172558784485, + 0.06961579620838165, + 0.13703203201293945, + 0.0779029130935669, + 0.06207466498017311, + 0.0766199454665184 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.038658056408166885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1131649762392044 + ], + "opposite_logprob_tokens": [ + -2.2381649017333984 + ], + "logprob_reward": -0.1131649762392044, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1131649762392044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24026836454868317, + 0.2518188953399658, + 0.061140503734350204, + 0.10182850062847137, + 0.07835672795772552, + 0.05048380047082901, + 0.023654164746403694, + 0.07179094105958939, + 0.08303406089544296, + 0.03762408345937729 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1131649762392044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081697419285774 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081697419285774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081697419285774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17448493838310242, + 0.0809381902217865, + 0.09039472788572311, + 0.055016033351421356, + 0.12251590192317963, + 0.09796611964702606, + 0.14093507826328278, + 0.06501928716897964, + 0.051326192915439606, + 0.12140350043773651 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.011081697419285774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013386583887040615 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013386583887040615, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013386583887040615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13492952287197113, + 0.27273449301719666, + 0.0527486614882946, + 0.046978890895843506, + 0.08904002606868744, + 0.042912859469652176, + 0.06842304021120071, + 0.05049475282430649, + 0.05643228441476822, + 0.1853054165840149 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0013386583887040615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304547235369682 + ], + "opposite_logprob_tokens": [ + -3.1680455207824707 + ], + "logprob_reward": -0.04304547235369682, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304547235369682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05646472051739693, + 0.280902624130249, + 0.019372206181287766, + 0.029256945475935936, + 0.07328224182128906, + 0.05348820984363556, + 0.06672634929418564, + 0.1053730696439743, + 0.07307864725589752, + 0.24205492436885834 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.04304547235369682 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly pulls back to reveal the wider background. At the center of the frame is a woman adorned in magnificent Hanfu, standing gracefully atop a misty mountaintop. Her cascading, jet-black hair is styled in a delicate half-bun, mostly cascading down her back, a few strands swept by the wind against her cheeks. A long, pale jade silk ribbon, held within her bun, unfurls and flutters in the breeze, along with her wide, azure sleeves. She wears a double-breasted ruqun (skirt), her outer robe crafted from soft silk, intricately embroidered with auspicious clouds and cranes in silver thread, shimmering subtly in the soft golden afterglow of the setting sun. The wind blows relentlessly, inflating her vast, cloud-like sleeves, which sometimes flutter gracefully like butterfly wings, sometimes undulate like waves, bringing out the embroidery's pattern with unrestrained intensity. The woman's expression is serene yet slightly pensive, her gaze gazing out at the swirling sea of clouds in the distance, as if in wait or deep contemplation. The setting sun paints the entire scene with a warm orange-gold hue, creating a striking yet harmonious contrast with the cyan of her robe and the jade of her headband, creating an ethereal atmosphere of classicism, aesthetics, detachment, and poetry.", + "seed": 18291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_9080_seed_18291_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03639631009427831, + "vlm_logprob": -0.03639631009427831, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03639631009427831, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024322332814335823 + ], + "opposite_logprob_tokens": [ + -3.774322271347046 + ], + "logprob_reward": -0.024322332814335823, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024322332814335823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634088397026062, + 0.08200978487730026, + 0.07725634425878525, + 0.12943585216999054, + 0.10938432812690735, + 0.16666223108768463, + 0.09071951359510422, + 0.05236233025789261, + 0.037201862782239914, + 0.17862685024738312 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.024322332814335823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07911192625761032 + ], + "opposite_logprob_tokens": [ + -2.5791118144989014 + ], + "logprob_reward": -0.07911192625761032, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07911192625761032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06104541942477226, + 0.05759243294596672, + 0.03841615095734596, + 0.38966917991638184, + 0.04252135008573532, + 0.12734051048755646, + 0.03122831881046295, + 0.020130323246121407, + 0.1173141822218895, + 0.11474211513996124 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.07911192625761032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1549951285123825, + 0.16101689636707306, + 0.06610701978206635, + 0.08323058485984802, + 0.09449023008346558, + 0.15776215493679047, + 0.05837409570813179, + 0.04715871065855026, + 0.09547735005617142, + 0.08138784766197205 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009220162755809724 + ], + "opposite_logprob_tokens": [ + -7.000922203063965 + ], + "logprob_reward": -0.0009220162755809724, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009220162755809724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04722151905298233, + 0.066157266497612, + 0.09032312780618668, + 0.3051115870475769, + 0.055055197328329086, + 0.08536075055599213, + 0.07385659962892532, + 0.06020139902830124, + 0.03891729936003685, + 0.17779529094696045 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.0009220162755809724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999325007200241 + ], + "opposite_logprob_tokens": [ + -2.694993257522583 + ], + "logprob_reward": -0.06999325007200241, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999325007200241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04077233374118805, + 0.03453099727630615, + 0.052174367010593414, + 0.21160165965557098, + 0.05156231299042702, + 0.2639700472354889, + 0.10484323650598526, + 0.07820916920900345, + 0.035789962857961655, + 0.12654584646224976 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.06999325007200241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly pulls back to reveal the wider background. At the center of the frame is a woman adorned in magnificent Hanfu, standing gracefully atop a misty mountaintop. Her cascading, jet-black hair is styled in a delicate half-bun, mostly cascading down her back, a few strands swept by the wind against her cheeks. A long, pale jade silk ribbon, held within her bun, unfurls and flutters in the breeze, along with her wide, azure sleeves. She wears a double-breasted ruqun (skirt), her outer robe crafted from soft silk, intricately embroidered with auspicious clouds and cranes in silver thread, shimmering subtly in the soft golden afterglow of the setting sun. The wind blows relentlessly, inflating her vast, cloud-like sleeves, which sometimes flutter gracefully like butterfly wings, sometimes undulate like waves, bringing out the embroidery's pattern with unrestrained intensity. The woman's expression is serene yet slightly pensive, her gaze gazing out at the swirling sea of clouds in the distance, as if in wait or deep contemplation. The setting sun paints the entire scene with a warm orange-gold hue, creating a striking yet harmonious contrast with the cyan of her robe and the jade of her headband, creating an ethereal atmosphere of classicism, aesthetics, detachment, and poetry.", + "seed": 18292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_0/index_9080_seed_18292_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04577192356809974, + "vlm_logprob": -0.04577192356809974, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.04577192356809974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03925918787717819 + ], + "opposite_logprob_tokens": [ + -3.289259195327759 + ], + "logprob_reward": -0.03925918787717819, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03925918787717819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2116197794675827, + 0.0646030530333519, + 0.1304488629102707, + 0.05251559615135193, + 0.09612049162387848, + 0.12794741988182068, + 0.05568493530154228, + 0.05575905367732048, + 0.11744344979524612, + 0.08785732090473175 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.03925918787717819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08928022533655167 + ], + "opposite_logprob_tokens": [ + -2.464280128479004 + ], + "logprob_reward": -0.08928022533655167, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08928022533655167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2036714404821396, + 0.08088432252407074, + 0.14607416093349457, + 0.11281655728816986, + 0.09884945303201675, + 0.047675617039203644, + 0.09546772390604019, + 0.07980471849441528, + 0.04978293925523758, + 0.0849730372428894 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.08928022533655167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15801669657230377, + 0.11612743884325027, + 0.1574619859457016, + 0.08762103319168091, + 0.08189879357814789, + 0.05222649499773979, + 0.1549995392560959, + 0.06714131683111191, + 0.04805489629507065, + 0.07645176351070404 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.00979132391512394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015160269103944302 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015160269103944302, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015160269103944302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2135847955942154, + 0.13234244287014008, + 0.16773845255374908, + 0.1577983945608139, + 0.03918088972568512, + 0.06937355548143387, + 0.03658173233270645, + 0.0688416063785553, + 0.06106004863977432, + 0.053498052060604095 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0015160269103944302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a woman standing atop a misty mountaintop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a double-breasted ruqun with an outer robe embroidered with silver clouds and cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair styled in a half-bun with a pale jade silk ribbon that unfurls and flutters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the woman's wide azure sleeves inflated by the wind and fluttering like butterfly wings or waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to reveal the wider background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901285380125046 + ], + "opposite_logprob_tokens": [ + -2.464012861251831 + ], + "logprob_reward": -0.08901285380125046, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901285380125046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15787380933761597, + 0.09001951664686203, + 0.09119013696908951, + 0.08077191561460495, + 0.111739881336689, + 0.1477818489074707, + 0.11753053218126297, + 0.09141935408115387, + 0.066124327480793, + 0.04554865509271622 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.08901285380125046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_tensor([9134, 9134])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_tensor([9134, 9134])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9756ecf0d7a92a24c20437b950a5dfe121b4a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_tensor([9134, 9134])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly shaky, low-angle tracking shot follows a dark green, boxy, classic off-road vehicle as it speeds along a bumpy, mossy, ancient cobblestone road. Its body is covered in scratches and dried mud, its round headlights piercing the dim light of the overcast, rain-soaked sky. The heavy, deeply treaded off-road tires race through the murky water between the cracks in the stone slabs, whipping up a violent arc of mud and water. This water slams heavily against the crumbling, mottled, ancient stone walls on either side of the road, leaving dark, fresh wet marks that contrast sharply with the tenacious vines and damp moss growing on them. Under the heavy, overcast sky, the overall color palette is dominated by cold, desaturated grays, greens, and browns. The diffuse, even light accentuates the texture of the mud and water and the weathered stone walls. The entire scene is imbued with a tense atmosphere of primal power and unbridled speed, creating a powerful sense of breaking free and running wild in the wilderness.", + "seed": 12795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_9134_seed_12795_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014699351321905852, + "vlm_logprob": -0.014699351321905852, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.014699351321905852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022077035158872604 + ], + "opposite_logprob_tokens": [ + -3.8970770835876465 + ], + "logprob_reward": -0.022077035158872604, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022077035158872604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09416802227497101, + 0.11454617977142334, + 0.02930769883096218, + 0.07064609229564667, + 0.23443156480789185, + 0.08937937766313553, + 0.018563803285360336, + 0.022510407492518425, + 0.0329446904361248, + 0.29350215196609497 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.022077035158872604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233065914362669 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233065914362669, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233065914362669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03154530003666878, + 0.07141111046075821, + 0.04926694557070732, + 0.015790941193699837, + 0.38238653540611267, + 0.024854037910699844, + 0.012666450813412666, + 0.00902122538536787, + 0.06480197608470917, + 0.33825552463531494 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.0233065914362669 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.111324243247509, + 0.3014027178287506, + 0.09363192319869995, + 0.14903797209262848, + 0.09074610471725464, + 0.04099259153008461, + 0.028524870052933693, + 0.021426355466246605, + 0.04152355715632439, + 0.12138959765434265 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031891223043203354 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031891223043203354, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031891223043203354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08261878788471222, + 0.08740392327308655, + 0.024905143305659294, + 0.09624277800321579, + 0.4552730321884155, + 0.04955113306641579, + 0.05975848436355591, + 0.023398837074637413, + 0.030330022796988487, + 0.09051793813705444 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.0031891223043203354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729913409799337 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.006729913409799337, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729913409799337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17537790536880493, + 0.17957203090190887, + 0.1309938132762909, + 0.04262802004814148, + 0.08317691832780838, + 0.050172898918390274, + 0.04174269735813141, + 0.011442477814853191, + 0.06302254647016525, + 0.22187069058418274 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.006729913409799337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, low-angle tracking shot follows a dark green, boxy, classic off-road vehicle as it speeds along a bumpy, mossy, ancient cobblestone road. Its body is covered in scratches and dried mud, its round headlights piercing the dim light of the overcast, rain-soaked sky. The heavy, deeply treaded off-road tires race through the murky water between the cracks in the stone slabs, whipping up a violent arc of mud and water. This water slams heavily against the crumbling, mottled, ancient stone walls on either side of the road, leaving dark, fresh wet marks that contrast sharply with the tenacious vines and damp moss growing on them. Under the heavy, overcast sky, the overall color palette is dominated by cold, desaturated grays, greens, and browns. The diffuse, even light accentuates the texture of the mud and water and the weathered stone walls. The entire scene is imbued with a tense atmosphere of primal power and unbridled speed, creating a powerful sense of breaking free and running wild in the wilderness.", + "seed": 12796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_9134_seed_12796_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010460345773026347, + "vlm_logprob": -0.010460345773026347, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.010460345773026347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014818479306995869 + ], + "opposite_logprob_tokens": [ + -4.2648186683654785 + ], + "logprob_reward": -0.014818479306995869, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014818479306995869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11188653856515884, + 0.030069522559642792, + 0.049643728882074356, + 0.10931094735860825, + 0.35297781229019165, + 0.09906795620918274, + 0.09255964308977127, + 0.025882935151457787, + 0.061083532869815826, + 0.06751739978790283 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.014818479306995869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083266586065292 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083266586065292, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083266586065292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0753687173128128, + 0.08193757385015488, + 0.03283759579062462, + 0.10296612977981567, + 0.2532510757446289, + 0.036241017282009125, + 0.11749837547540665, + 0.10458967089653015, + 0.1306445300579071, + 0.0646652802824974 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.016083266586065292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541710399091244 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541710399091244, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541710399091244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1025802418589592, + 0.10314316302537918, + 0.04335961863398552, + 0.1301848590373993, + 0.12866820394992828, + 0.1824236661195755, + 0.06561597436666489, + 0.03060540370643139, + 0.13536088168621063, + 0.07805796712636948 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.012541710399091244 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612541826441884 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612541826441884, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612541826441884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728457808494568, + 0.05148657038807869, + 0.035575829446315765, + 0.07759622484445572, + 0.27272915840148926, + 0.11076872795820236, + 0.05381808429956436, + 0.03833785280585289, + 0.09731046855449677, + 0.08953125774860382 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.003612541826441884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245730746537447 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.005245730746537447, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245730746537447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1979692578315735, + 0.05002709850668907, + 0.06112585589289665, + 0.06900845468044281, + 0.22561660408973694, + 0.14460860192775726, + 0.06710819900035858, + 0.05006866157054901, + 0.06548592448234558, + 0.06898137927055359 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.005245730746537447 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, low-angle tracking shot follows a dark green, boxy, classic off-road vehicle as it speeds along a bumpy, mossy, ancient cobblestone road. Its body is covered in scratches and dried mud, its round headlights piercing the dim light of the overcast, rain-soaked sky. The heavy, deeply treaded off-road tires race through the murky water between the cracks in the stone slabs, whipping up a violent arc of mud and water. This water slams heavily against the crumbling, mottled, ancient stone walls on either side of the road, leaving dark, fresh wet marks that contrast sharply with the tenacious vines and damp moss growing on them. Under the heavy, overcast sky, the overall color palette is dominated by cold, desaturated grays, greens, and browns. The diffuse, even light accentuates the texture of the mud and water and the weathered stone walls. The entire scene is imbued with a tense atmosphere of primal power and unbridled speed, creating a powerful sense of breaking free and running wild in the wilderness.", + "seed": 12797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_9134_seed_12797_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010043998714536428, + "vlm_logprob": -0.010043998714536428, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010043998714536428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017237022519111633 + ], + "opposite_logprob_tokens": [ + -4.142237186431885 + ], + "logprob_reward": -0.017237022519111633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017237022519111633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09725801646709442, + 0.03891933336853981, + 0.06379492580890656, + 0.11874473839998245, + 0.16380935907363892, + 0.05756878852844238, + 0.041623473167419434, + 0.09348294138908386, + 0.1583460420370102, + 0.1664523482322693 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.017237022519111633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092189699411392 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092189699411392, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092189699411392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11864588409662247, + 0.025440070778131485, + 0.04276116192340851, + 0.02827243134379387, + 0.11902961134910583, + 0.04655548930168152, + 0.050462983548641205, + 0.20558440685272217, + 0.30329400300979614, + 0.05995399132370949 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.011092189699411392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080753989517689 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080753989517689, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080753989517689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10536269098520279, + 0.036063820123672485, + 0.03529949113726616, + 0.03986892104148865, + 0.11823123693466187, + 0.03787948191165924, + 0.06421800702810287, + 0.20761342346668243, + 0.1028224378824234, + 0.2526405453681946 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.011080753989517689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14856019616127014, + 0.02796775847673416, + 0.0580323189496994, + 0.04440576210618019, + 0.12517094612121582, + 0.049186646938323975, + 0.09750087559223175, + 0.11040769517421722, + 0.10079964250326157, + 0.23796813189983368 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.003189241047948599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620786316692829 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.007620786316692829, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620786316692829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30970263481140137, + 0.05308997258543968, + 0.07958108186721802, + 0.026516521349549294, + 0.15247464179992676, + 0.03483225032687187, + 0.054640546441078186, + 0.1625264286994934, + 0.08270608633756638, + 0.043929848819971085 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.007620786316692829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, low-angle tracking shot follows a dark green, boxy, classic off-road vehicle as it speeds along a bumpy, mossy, ancient cobblestone road. Its body is covered in scratches and dried mud, its round headlights piercing the dim light of the overcast, rain-soaked sky. The heavy, deeply treaded off-road tires race through the murky water between the cracks in the stone slabs, whipping up a violent arc of mud and water. This water slams heavily against the crumbling, mottled, ancient stone walls on either side of the road, leaving dark, fresh wet marks that contrast sharply with the tenacious vines and damp moss growing on them. Under the heavy, overcast sky, the overall color palette is dominated by cold, desaturated grays, greens, and browns. The diffuse, even light accentuates the texture of the mud and water and the weathered stone walls. The entire scene is imbued with a tense atmosphere of primal power and unbridled speed, creating a powerful sense of breaking free and running wild in the wilderness.", + "seed": 12798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_1/index_9134_seed_12798_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014995427709072829, + "vlm_logprob": -0.014995427709072829, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.014995427709072829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03500635549426079 + ], + "opposite_logprob_tokens": [ + -3.410006284713745 + ], + "logprob_reward": -0.03500635549426079, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03500635549426079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07517974823713303, + 0.025813916698098183, + 0.009180335327982903, + 0.045858800411224365, + 0.05429964140057564, + 0.3899097740650177, + 0.06933563202619553, + 0.1516122668981552, + 0.10735416412353516, + 0.07145574688911438 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.03500635549426079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05159205198287964, + 0.046998679637908936, + 0.009933654218912125, + 0.031870074570178986, + 0.06311243027448654, + 0.20939752459526062, + 0.04297042638063431, + 0.031754571944475174, + 0.36615920066833496, + 0.1462114304304123 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067422278225421906 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.0067422278225421906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067422278225421906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057778194546699524, + 0.045229095965623856, + 0.011335089802742004, + 0.03902798146009445, + 0.031095901504158974, + 0.2687898874282837, + 0.06569676101207733, + 0.0539022833108902, + 0.15474426746368408, + 0.27240055799484253 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.0067422278225421906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031905481591820717 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.0031905481591820717, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031905481591820717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821104496717453, + 0.04034760594367981, + 0.016155831515789032, + 0.02298329398036003, + 0.05918075516819954, + 0.5556299090385437, + 0.07222834974527359, + 0.028693536296486855, + 0.05845720320940018, + 0.06421305984258652 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0031905481591820717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark green, boxy, classic off-road vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vehicle's body covered in visible scratches and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vehicle speeding along a bumpy, mossy, ancient cobblestone road with round headlights piercing the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a slightly shaky, low-angle tracking shot following the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, desaturated color palette of grays, greens, and browns under an overcast, rain-soaked sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729202810674906 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.006729202810674906, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729202810674906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08443497866392136, + 0.04923511669039726, + 0.013162033632397652, + 0.07412172108888626, + 0.03142297640442848, + 0.35472074151039124, + 0.05145130306482315, + 0.03985464572906494, + 0.1928347945213318, + 0.10876169055700302 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.006729202810674906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_tensor([3846, 3846])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_tensor([3846, 3846])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..541f868383c4a54b09c1575008146db4b2a97d69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_tensor([3846, 3846])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shaky, handheld, low-angle, medium shot struggles to contain the action within the chaotic fighting pit, focusing on a hulking brawler, his massive, muscular frame dominating the screen. His wild, spiky hair is a vibrant purple-red, contrasting sharply with his pointed, elven ears and a face twisted in a primal roar. He wears only simple leather pants and heavy iron bracers on his forearms. With a sudden, violent twist of his powerful torso, he falls explosively, his back muscles pulsing with raw power. This single, brutal movement sends several smaller, desperately clinging opponents flying from his back, their limbs flailing as they are tossed into the dusty air. The entire scene is rendered in a dynamic anime art animation style, with bold outlines and dramatic speed lines emphasizing the flurry of blows and movement. The camera's frantic shaking and struggle to maintain focus heighten the sense of chaos, while the explosive impact screen flashes with bright white and yellow light, emphasizing the raw power of each action within the dimly lit, high-contrast stage.", + "seed": 6146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_3846_seed_6146_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4339797154068947, + "vlm_logprob": -0.4339797154068947, + "vlm_yes_no_margin": 0.9749999880790711, + "vlm_token_credit": -0.4339797154068947, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1374332904815674 + ], + "opposite_logprob_tokens": [ + -0.38743332028388977 + ], + "logprob_reward": -1.1374332904815674, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1374332904815674, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15484364330768585, + 0.20467783510684967, + 0.044468607753515244, + 0.04099467024207115, + 0.024596689268946648, + 0.2914043664932251, + 0.04052600637078285, + 0.02715412527322769, + 0.10207797586917877, + 0.06925607472658157 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -1.1374332904815674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005105167627335 + ], + "opposite_logprob_tokens": [ + -2.6950509548187256 + ], + "logprob_reward": -0.07005105167627335, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005105167627335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09858498722314835, + 0.1617853194475174, + 0.03947896137833595, + 0.06787584722042084, + 0.02910923957824707, + 0.3135990500450134, + 0.035076115280389786, + 0.022031687200069427, + 0.058960482478141785, + 0.17349833250045776 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.07005105167627335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137290477752686 + ], + "opposite_logprob_tokens": [ + -1.4063729047775269 + ], + "logprob_reward": -0.28137290477752686, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137290477752686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23334406316280365, + 0.1075824722647667, + 0.037372078746557236, + 0.04060044512152672, + 0.06783490628004074, + 0.3012925684452057, + 0.04326200112700462, + 0.06406643241643906, + 0.04644491523504257, + 0.058200106024742126 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.28137290477752686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893272638320923 + ], + "opposite_logprob_tokens": [ + -1.0539326667785645 + ], + "logprob_reward": -0.42893272638320923, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42893272638320923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21186864376068115, + 0.1458682417869568, + 0.03828483447432518, + 0.04888317361474037, + 0.09058839082717896, + 0.08731559664011002, + 0.035820066928863525, + 0.04942486807703972, + 0.16629111766815186, + 0.12565504014492035 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.42893272638320923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521086037158966 + ], + "opposite_logprob_tokens": [ + -1.5021085739135742 + ], + "logprob_reward": -0.2521086037158966, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521086037158966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31202074885368347, + 0.0759827196598053, + 0.09698367863893509, + 0.12208028137683868, + 0.11091229319572449, + 0.10201305896043777, + 0.024873139336705208, + 0.026823004707694054, + 0.09128330647945404, + 0.03702772408723831 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.2521086037158966 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, low-angle, medium shot struggles to contain the action within the chaotic fighting pit, focusing on a hulking brawler, his massive, muscular frame dominating the screen. His wild, spiky hair is a vibrant purple-red, contrasting sharply with his pointed, elven ears and a face twisted in a primal roar. He wears only simple leather pants and heavy iron bracers on his forearms. With a sudden, violent twist of his powerful torso, he falls explosively, his back muscles pulsing with raw power. This single, brutal movement sends several smaller, desperately clinging opponents flying from his back, their limbs flailing as they are tossed into the dusty air. The entire scene is rendered in a dynamic anime art animation style, with bold outlines and dramatic speed lines emphasizing the flurry of blows and movement. The camera's frantic shaking and struggle to maintain focus heighten the sense of chaos, while the explosive impact screen flashes with bright white and yellow light, emphasizing the raw power of each action within the dimly lit, high-contrast stage.", + "seed": 6147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_3846_seed_6147_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1412857636809349, + "vlm_logprob": -0.1412857636809349, + "vlm_yes_no_margin": 2.049999976158142, + "vlm_token_credit": -0.1412857636809349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055658817291259766 + ], + "opposite_logprob_tokens": [ + -2.9306588172912598 + ], + "logprob_reward": -0.055658817291259766, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055658817291259766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21362000703811646, + 0.09487246721982956, + 0.12279637902975082, + 0.08163271099328995, + 0.019233571365475655, + 0.05109056085348129, + 0.14219079911708832, + 0.031128058210015297, + 0.15968646109104156, + 0.08374905586242676 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.055658817291259766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003004103899002 + ], + "opposite_logprob_tokens": [ + -2.6950299739837646 + ], + "logprob_reward": -0.07003004103899002, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003004103899002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23412755131721497, + 0.05994275212287903, + 0.09156794100999832, + 0.06511813402175903, + 0.02247709222137928, + 0.04626285657286644, + 0.32161858677864075, + 0.045074280351400375, + 0.03474977985024452, + 0.07906095683574677 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07003004103899002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521166503429413 + ], + "opposite_logprob_tokens": [ + -1.5021166801452637 + ], + "logprob_reward": -0.2521166503429413, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521166503429413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10436997562646866, + 0.0661764070391655, + 0.1201433464884758, + 0.03009829856455326, + 0.04260003939270973, + 0.02209838293492794, + 0.3317244350910187, + 0.03453025221824646, + 0.1296568065881729, + 0.11860192567110062 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.2521166503429413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705834209918976 + ], + "opposite_logprob_tokens": [ + -2.127058267593384 + ], + "logprob_reward": -0.12705834209918976, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705834209918976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09899046272039413, + 0.06611987203359604, + 0.0961761325597763, + 0.04810047894716263, + 0.07283936440944672, + 0.06702397763729095, + 0.25069883465766907, + 0.0713367909193039, + 0.0623287670314312, + 0.16638533771038055 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.12705834209918976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015649676322937 + ], + "opposite_logprob_tokens": [ + -1.7015650272369385 + ], + "logprob_reward": -0.2015649676322937, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015649676322937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06386738270521164, + 0.019313286989927292, + 0.01899399422109127, + 0.022035494446754456, + 0.03711165115237236, + 0.020501120015978813, + 0.7412979602813721, + 0.02764793671667576, + 0.013033400289714336, + 0.03619774430990219 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.2015649676322937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, low-angle, medium shot struggles to contain the action within the chaotic fighting pit, focusing on a hulking brawler, his massive, muscular frame dominating the screen. His wild, spiky hair is a vibrant purple-red, contrasting sharply with his pointed, elven ears and a face twisted in a primal roar. He wears only simple leather pants and heavy iron bracers on his forearms. With a sudden, violent twist of his powerful torso, he falls explosively, his back muscles pulsing with raw power. This single, brutal movement sends several smaller, desperately clinging opponents flying from his back, their limbs flailing as they are tossed into the dusty air. The entire scene is rendered in a dynamic anime art animation style, with bold outlines and dramatic speed lines emphasizing the flurry of blows and movement. The camera's frantic shaking and struggle to maintain focus heighten the sense of chaos, while the explosive impact screen flashes with bright white and yellow light, emphasizing the raw power of each action within the dimly lit, high-contrast stage.", + "seed": 6148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_3846_seed_6148_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2210990533232689, + "vlm_logprob": -0.2210990533232689, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.2210990533232689, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18035978078842163 + ], + "opposite_logprob_tokens": [ + -1.8053598403930664 + ], + "logprob_reward": -0.18035978078842163, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18035978078842163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09063909947872162, + 0.03911248967051506, + 0.1721498966217041, + 0.07265083491802216, + 0.07410449534654617, + 0.015412590466439724, + 0.42488524317741394, + 0.08038520812988281, + 0.01771440915763378, + 0.012945769354701042 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.18035978078842163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306625574827194 + ], + "opposite_logprob_tokens": [ + -3.1680662631988525 + ], + "logprob_reward": -0.04306625574827194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306625574827194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04353570193052292, + 0.029218263924121857, + 0.0905703753232956, + 0.2510693669319153, + 0.03972636163234711, + 0.016586080193519592, + 0.4308481216430664, + 0.03534817695617676, + 0.050323475152254105, + 0.012774049304425716 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.04306625574827194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486363887786865 + ], + "opposite_logprob_tokens": [ + -1.2236363887786865 + ], + "logprob_reward": -0.3486363887786865, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486363887786865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06278195977210999, + 0.07803256809711456, + 0.08164819329977036, + 0.03458575904369354, + 0.06219399347901344, + 0.036860737949609756, + 0.4794705808162689, + 0.05473015457391739, + 0.048366397619247437, + 0.061329688876867294 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.3486363887786865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210508704185486 + ], + "opposite_logprob_tokens": [ + -1.5021051168441772 + ], + "logprob_reward": -0.25210508704185486, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210508704185486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14155985414981842, + 0.037152666598558426, + 0.06157226115465164, + 0.05644672363996506, + 0.0546560175716877, + 0.07527899742126465, + 0.4346196949481964, + 0.03954504430294037, + 0.05228639766573906, + 0.046882279217243195 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.25210508704185486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813277542591095 + ], + "opposite_logprob_tokens": [ + -1.406327724456787 + ], + "logprob_reward": -0.2813277542591095, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813277542591095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10361168533563614, + 0.037207428365945816, + 0.07008229941129684, + 0.04402235895395279, + 0.0485030896961689, + 0.10343977808952332, + 0.30874061584472656, + 0.08677482604980469, + 0.17330946028232574, + 0.0243084579706192 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.2813277542591095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, low-angle, medium shot struggles to contain the action within the chaotic fighting pit, focusing on a hulking brawler, his massive, muscular frame dominating the screen. His wild, spiky hair is a vibrant purple-red, contrasting sharply with his pointed, elven ears and a face twisted in a primal roar. He wears only simple leather pants and heavy iron bracers on his forearms. With a sudden, violent twist of his powerful torso, he falls explosively, his back muscles pulsing with raw power. This single, brutal movement sends several smaller, desperately clinging opponents flying from his back, their limbs flailing as they are tossed into the dusty air. The entire scene is rendered in a dynamic anime art animation style, with bold outlines and dramatic speed lines emphasizing the flurry of blows and movement. The camera's frantic shaking and struggle to maintain focus heighten the sense of chaos, while the explosive impact screen flashes with bright white and yellow light, emphasizing the raw power of each action within the dimly lit, high-contrast stage.", + "seed": 6149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_10/index_3846_seed_6149_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16991136744618415, + "vlm_logprob": -0.16991136744618415, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.16991136744618415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03865736722946167 + ], + "opposite_logprob_tokens": [ + -3.2886574268341064 + ], + "logprob_reward": -0.03865736722946167, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03865736722946167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13649795949459076, + 0.04478583484888077, + 0.06287079304456711, + 0.11275888979434967, + 0.06471803784370422, + 0.0485997311770916, + 0.05662941560149193, + 0.3451821804046631, + 0.04047229140996933, + 0.08748485147953033 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03865736722946167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811084106564522 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.03811084106564522, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811084106564522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13216060400009155, + 0.0513930507004261, + 0.09279783815145493, + 0.05436263233423233, + 0.04233322665095329, + 0.04497969523072243, + 0.02819245681166649, + 0.37334445118904114, + 0.0652145966887474, + 0.11522146314382553 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.03811084106564522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486572504043579 + ], + "opposite_logprob_tokens": [ + -1.223657250404358 + ], + "logprob_reward": -0.3486572504043579, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486572504043579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05428876727819443, + 0.03352993726730347, + 0.17544828355312347, + 0.04301631450653076, + 0.026165544986724854, + 0.021275781095027924, + 0.023125655949115753, + 0.4457005262374878, + 0.07627283781766891, + 0.10117636620998383 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.3486572504043579 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280985295772552 + ], + "opposite_logprob_tokens": [ + -2.0178098678588867 + ], + "logprob_reward": -0.14280985295772552, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280985295772552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09234306216239929, + 0.04236160218715668, + 0.21193215250968933, + 0.054885659366846085, + 0.05994093418121338, + 0.038065630942583084, + 0.03817218169569969, + 0.2706943154335022, + 0.07530993968248367, + 0.11629446595907211 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.14280985295772552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hulking brawler with a massive, muscular frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the brawler have wild, spiky purple-red hair and pointed elven ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brawler wearing only simple leather pants and heavy iron bracers on his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brawler perform a violent torso twist that sends smaller opponents flying from his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and handheld with a low-angle medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132152557373047 + ], + "opposite_logprob_tokens": [ + -1.4063215255737305 + ], + "logprob_reward": -0.28132152557373047, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132152557373047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.098149374127388, + 0.05497013032436371, + 0.40203970670700073, + 0.02853775955736637, + 0.03754133731126785, + 0.03154928237199783, + 0.01952647604048252, + 0.17688745260238647, + 0.06281369924545288, + 0.08798475563526154 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.28132152557373047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_tensor([1320, 1320])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_tensor([1320, 1320])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22e3503d9e5c07da935bc9ccc6b635f2a2aa0d63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_tensor([1320, 1320])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "rapid, low-angle tracking shot, mimicking the perspective of a fast-moving vehicle, speeds along a winding, cracked asphalt country road. In a fleeting moment, through a gap in a dense forest of pine and ancient oak trees, a rustic wooden house emerges, nestled deep in the woods. Constructed of weathered, dark brown logs, showcasing the grain and texture of the aged wood, the house features a steeply pitched, moss-covered tiled roof. A thin stone chimney rises from one side, its small glass windows reflecting dappled sunlight like hollow eyes. The entire scene is bathed in the warm, golden light of late afternoon, which filters through the thick canopy of trees, casting long, dramatic shadows and creating a stark contrast between brilliant light and deep shadows on the forest floor. As the camera continues its rapid advance along the curve of the road, the foliage in the foreground blurs dramatically, and the house is quickly swallowed by a dense curtain of foliage, leaving behind a fleeting, mysterious atmosphere and a lingering image of a secluded, forgotten abode.", + "seed": 21354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_1320_seed_21354_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021254955604672433, + "vlm_logprob": -0.021254955604672433, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.021254955604672433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05685623735189438 + ], + "opposite_logprob_tokens": [ + -2.931856155395508 + ], + "logprob_reward": -0.05685623735189438, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05685623735189438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1569937765598297, + 0.10329699516296387, + 0.13211733102798462, + 0.15525954961776733, + 0.10231944173574448, + 0.03889201581478119, + 0.061888791620731354, + 0.0517062172293663, + 0.09747637808322906, + 0.1000494658946991 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05685623735189438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22078700363636017, + 0.19860562682151794, + 0.07780575752258301, + 0.04930686950683594, + 0.08201610296964645, + 0.10152558982372284, + 0.042327046394348145, + 0.05427646264433861, + 0.09088835120201111, + 0.0824611634016037 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.192437082529068, + 0.2087097465991974, + 0.08438664674758911, + 0.06605301052331924, + 0.056332528591156006, + 0.08337865769863129, + 0.20557987689971924, + 0.02943495102226734, + 0.03008880466222763, + 0.04359867423772812 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.005252727307379246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1394408494234085, + 0.17007344961166382, + 0.15629257261753082, + 0.10159992426633835, + 0.0765816941857338, + 0.10617281496524811, + 0.12266861647367477, + 0.04743319749832153, + 0.020424598827958107, + 0.05931227281689644 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793577268719673 + ], + "opposite_logprob_tokens": [ + -3.5297935009002686 + ], + "logprob_reward": -0.029793577268719673, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793577268719673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19614145159721375, + 0.08943743258714676, + 0.1349106729030609, + 0.07558521628379822, + 0.08009152859449387, + 0.09325681626796722, + 0.19601677358150482, + 0.05356055498123169, + 0.019885418936610222, + 0.061114098876714706 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.029793577268719673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, low-angle tracking shot, mimicking the perspective of a fast-moving vehicle, speeds along a winding, cracked asphalt country road. In a fleeting moment, through a gap in a dense forest of pine and ancient oak trees, a rustic wooden house emerges, nestled deep in the woods. Constructed of weathered, dark brown logs, showcasing the grain and texture of the aged wood, the house features a steeply pitched, moss-covered tiled roof. A thin stone chimney rises from one side, its small glass windows reflecting dappled sunlight like hollow eyes. The entire scene is bathed in the warm, golden light of late afternoon, which filters through the thick canopy of trees, casting long, dramatic shadows and creating a stark contrast between brilliant light and deep shadows on the forest floor. As the camera continues its rapid advance along the curve of the road, the foliage in the foreground blurs dramatically, and the house is quickly swallowed by a dense curtain of foliage, leaving behind a fleeting, mysterious atmosphere and a lingering image of a secluded, forgotten abode.", + "seed": 21355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_1320_seed_21355_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01582190375775099, + "vlm_logprob": -0.01582190375775099, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01582190375775099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03094642609357834 + ], + "opposite_logprob_tokens": [ + -3.6559464931488037 + ], + "logprob_reward": -0.03094642609357834, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03094642609357834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07914023101329803, + 0.06327488273382187, + 0.29716312885284424, + 0.06954764574766159, + 0.21409611403942108, + 0.031124964356422424, + 0.0963076576590538, + 0.046107735484838486, + 0.061387017369270325, + 0.04185064136981964 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.03094642609357834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198542296886444 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198542296886444, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198542296886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08207163214683533, + 0.0976976826786995, + 0.1351967751979828, + 0.09186366200447083, + 0.0534738264977932, + 0.13596779108047485, + 0.23576846718788147, + 0.06593609601259232, + 0.040542326867580414, + 0.061481773853302 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.018198542296886444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07122611999511719, + 0.05023069307208061, + 0.044598571956157684, + 0.11125380545854568, + 0.11177930235862732, + 0.21571283042430878, + 0.13841286301612854, + 0.05702252313494682, + 0.13840371370315552, + 0.061359625309705734 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086426492780447 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.0086426492780447, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086426492780447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061169907450675964, + 0.05521034076809883, + 0.0850345641374588, + 0.044178251177072525, + 0.12615585327148438, + 0.09525372833013535, + 0.27814120054244995, + 0.11321395635604858, + 0.07855265587568283, + 0.06308957934379578 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.0086426492780447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251304246485233 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251304246485233, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251304246485233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06950580328702927, + 0.09298540651798248, + 0.07538924366235733, + 0.10733219981193542, + 0.18419642746448517, + 0.16433097422122955, + 0.05234755203127861, + 0.0824786126613617, + 0.05389042943716049, + 0.11754332482814789 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.005251304246485233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, low-angle tracking shot, mimicking the perspective of a fast-moving vehicle, speeds along a winding, cracked asphalt country road. In a fleeting moment, through a gap in a dense forest of pine and ancient oak trees, a rustic wooden house emerges, nestled deep in the woods. Constructed of weathered, dark brown logs, showcasing the grain and texture of the aged wood, the house features a steeply pitched, moss-covered tiled roof. A thin stone chimney rises from one side, its small glass windows reflecting dappled sunlight like hollow eyes. The entire scene is bathed in the warm, golden light of late afternoon, which filters through the thick canopy of trees, casting long, dramatic shadows and creating a stark contrast between brilliant light and deep shadows on the forest floor. As the camera continues its rapid advance along the curve of the road, the foliage in the foreground blurs dramatically, and the house is quickly swallowed by a dense curtain of foliage, leaving behind a fleeting, mysterious atmosphere and a lingering image of a secluded, forgotten abode.", + "seed": 21356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_1320_seed_21356_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01690142285078764, + "vlm_logprob": -0.01690142285078764, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01690142285078764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03615080192685127 + ], + "opposite_logprob_tokens": [ + -3.4111506938934326 + ], + "logprob_reward": -0.03615080192685127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03615080192685127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031086008995771408, + 0.20284250378608704, + 0.014712352305650711, + 0.09949284791946411, + 0.016681505367159843, + 0.07119911909103394, + 0.01469577755779028, + 0.01681242510676384, + 0.4619312882423401, + 0.07054618746042252 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.03615080192685127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370409458875656 + ], + "opposite_logprob_tokens": [ + -3.4087040424346924 + ], + "logprob_reward": -0.03370409458875656, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370409458875656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025479616597294807, + 0.4915831685066223, + 0.021012095734477043, + 0.09495654702186584, + 0.012300923466682434, + 0.1108667328953743, + 0.01541867945343256, + 0.026377826929092407, + 0.1527967005968094, + 0.049207672476768494 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.03370409458875656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193875541910529 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193875541910529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193875541910529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009191952645778656, + 0.1713229864835739, + 0.02355962246656418, + 0.026507502421736717, + 0.020811231806874275, + 0.06860271096229553, + 0.013206994161009789, + 0.05053132027387619, + 0.6028404831886292, + 0.013425192795693874 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.003193875541910529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040881603956222534, + 0.10235648602247238, + 0.04690230265259743, + 0.0663604661822319, + 0.01970643177628517, + 0.099308542907238, + 0.02972545474767685, + 0.0640537291765213, + 0.4932073652744293, + 0.0374976247549057 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.00864217709749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028161650989204645 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028161650989204645, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028161650989204645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11277054995298386, + 0.132995143532753, + 0.031201545149087906, + 0.07830490171909332, + 0.08573462814092636, + 0.15645277500152588, + 0.024006497114896774, + 0.10220447927713394, + 0.16324183344841003, + 0.11308769881725311 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.0028161650989204645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, low-angle tracking shot, mimicking the perspective of a fast-moving vehicle, speeds along a winding, cracked asphalt country road. In a fleeting moment, through a gap in a dense forest of pine and ancient oak trees, a rustic wooden house emerges, nestled deep in the woods. Constructed of weathered, dark brown logs, showcasing the grain and texture of the aged wood, the house features a steeply pitched, moss-covered tiled roof. A thin stone chimney rises from one side, its small glass windows reflecting dappled sunlight like hollow eyes. The entire scene is bathed in the warm, golden light of late afternoon, which filters through the thick canopy of trees, casting long, dramatic shadows and creating a stark contrast between brilliant light and deep shadows on the forest floor. As the camera continues its rapid advance along the curve of the road, the foliage in the foreground blurs dramatically, and the house is quickly swallowed by a dense curtain of foliage, leaving behind a fleeting, mysterious atmosphere and a lingering image of a secluded, forgotten abode.", + "seed": 21357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_11/index_1320_seed_21357_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018798521254211664, + "vlm_logprob": -0.018798521254211664, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.018798521254211664, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03384527564048767 + ], + "opposite_logprob_tokens": [ + -3.5338451862335205 + ], + "logprob_reward": -0.03384527564048767, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03384527564048767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14728911221027374, + 0.13726796209812164, + 0.24329818785190582, + 0.052317388355731964, + 0.11891571432352066, + 0.1007409319281578, + 0.037965793162584305, + 0.02813252992928028, + 0.0940835103392601, + 0.03998881205916405 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03384527564048767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329576015472412 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.02329576015472412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329576015472412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2185210883617401, + 0.11765307188034058, + 0.06363383680582047, + 0.18883474171161652, + 0.05914324149489403, + 0.1852353811264038, + 0.05216760188341141, + 0.0391506552696228, + 0.017878908663988113, + 0.057781487703323364 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02329576015472412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15228953957557678, + 0.06026606634259224, + 0.178158700466156, + 0.07468587160110474, + 0.09148328006267548, + 0.11536577343940735, + 0.115450419485569, + 0.06267140060663223, + 0.08944249153137207, + 0.060186490416526794 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052535575814545155 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.0052535575814545155, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052535575814545155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1924671232700348, + 0.07267683744430542, + 0.1988600492477417, + 0.08017551898956299, + 0.07366006821393967, + 0.05957408994436264, + 0.10201100260019302, + 0.07723300904035568, + 0.03441828489303589, + 0.10892397165298462 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0052535575814545155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle mimicking a fast-moving vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a winding, cracked asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rustic wooden house constructed of weathered dark brown logs visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the house feature a steeply pitched, moss-covered tiled roof with a thin stone chimney?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm golden late afternoon light with long dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20956969261169434, + 0.10098830610513687, + 0.11467041075229645, + 0.14926807582378387, + 0.08816126734018326, + 0.05373348295688629, + 0.062404170632362366, + 0.12103168666362762, + 0.05574752017855644, + 0.0444253534078598 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.026344336569309235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_tensor([4211, 4211])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_tensor([4211, 4211])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86cc725f97b1f45912feae5605fa91325a75719a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_tensor([4211, 4211])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, swooping shot begins from a high vantage point, the camera smoothly panning downward, ultimately stabilizing in an extreme close-up of the flawless face of a young woman. Her eyes are closed, her expression serene and revelatory. Soft window light streams in from above and below, framing the delicate contours of her face. A small dot of thick, white lotion rests on her cheek. With a steady and deliberate rhythm, slender, clean fingers meticulously spread the lotion outward, drawing small circles with the pads of their fingers. With gentle gliding motions, the thick lotion gradually melts onto the skin, forming a thin, even, protective film with a subtle, soft sheen, highlighting the skin's hydrated texture. The entire scene, rendered using Fujifilm's X-T4 film simulation, exhibits a unique de-toned aesthetic. The color saturation is significantly reduced, making the skin tone and the white of the lotion appear exceptionally pure and rich against the desaturated backdrop, creating a tranquil, focused, and ritualistic atmosphere of skincare.", + "seed": 30515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_4211_seed_30515_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03147828703513369, + "vlm_logprob": -0.03147828703513369, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.03147828703513369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12938882410526276 + ], + "opposite_logprob_tokens": [ + -2.1293888092041016 + ], + "logprob_reward": -0.12938882410526276, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12938882410526276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10098537802696228, + 0.057327669113874435, + 0.05133961886167526, + 0.1028953492641449, + 0.1802089363336563, + 0.12037462741136551, + 0.10360889881849289, + 0.2090398371219635, + 0.028159067034721375, + 0.04606055095791817 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.12938882410526276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803718887269497 + ], + "opposite_logprob_tokens": [ + -4.634803771972656 + ], + "logprob_reward": -0.009803718887269497, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803718887269497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.086680568754673, + 0.04540211707353592, + 0.025454426184296608, + 0.20916350185871124, + 0.08556065708398819, + 0.09559137374162674, + 0.0749441608786583, + 0.3204942047595978, + 0.02596035785973072, + 0.030748629942536354 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.009803718887269497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09874319285154343, + 0.3719733655452728, + 0.06041715666651726, + 0.0808728039264679, + 0.14052151143550873, + 0.039485864341259, + 0.08237186819314957, + 0.04727157950401306, + 0.029400154948234558, + 0.04894253611564636 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21579302847385406, + 0.17374928295612335, + 0.18383008241653442, + 0.056562695652246475, + 0.05004924535751343, + 0.07207929342985153, + 0.09611494094133377, + 0.03112797811627388, + 0.06469962000846863, + 0.055993836373090744 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009177286992780864 + ], + "opposite_logprob_tokens": [ + -7.000917911529541 + ], + "logprob_reward": -0.0009177286992780864, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009177286992780864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1446375995874405, + 0.11400632560253143, + 0.07593339681625366, + 0.10651130974292755, + 0.08685757219791412, + 0.08610870689153671, + 0.10860463231801987, + 0.09815366566181183, + 0.08616288751363754, + 0.093023881316185 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0009177286992780864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, swooping shot begins from a high vantage point, the camera smoothly panning downward, ultimately stabilizing in an extreme close-up of the flawless face of a young woman. Her eyes are closed, her expression serene and revelatory. Soft window light streams in from above and below, framing the delicate contours of her face. A small dot of thick, white lotion rests on her cheek. With a steady and deliberate rhythm, slender, clean fingers meticulously spread the lotion outward, drawing small circles with the pads of their fingers. With gentle gliding motions, the thick lotion gradually melts onto the skin, forming a thin, even, protective film with a subtle, soft sheen, highlighting the skin's hydrated texture. The entire scene, rendered using Fujifilm's X-T4 film simulation, exhibits a unique de-toned aesthetic. The color saturation is significantly reduced, making the skin tone and the white of the lotion appear exceptionally pure and rich against the desaturated backdrop, creating a tranquil, focused, and ritualistic atmosphere of skincare.", + "seed": 30516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_4211_seed_30516_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03384955087676644, + "vlm_logprob": -0.03384955087676644, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.03384955087676644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11532866209745407 + ], + "opposite_logprob_tokens": [ + -2.240328550338745 + ], + "logprob_reward": -0.11532866209745407, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11532866209745407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479933112859726, + 0.045737817883491516, + 0.0762847289443016, + 0.40214860439300537, + 0.07801444828510284, + 0.03544069826602936, + 0.06874778121709824, + 0.034735750406980515, + 0.054265715181827545, + 0.05663106590509415 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.11532866209745407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332126535475254 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.02332126535475254, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332126535475254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22352688014507294, + 0.08906660228967667, + 0.1272045522928238, + 0.08222325146198273, + 0.14427787065505981, + 0.09602747857570648, + 0.12923723459243774, + 0.03344639018177986, + 0.03052467480301857, + 0.04446503520011902 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02332126535475254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22903265058994293, + 0.10204461961984634, + 0.06853414326906204, + 0.1652696132659912, + 0.09104728698730469, + 0.07274361699819565, + 0.06481601297855377, + 0.12669089436531067, + 0.02439533732831478, + 0.055425841361284256 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23627148568630219, + 0.06279440969228745, + 0.0712379664182663, + 0.16651417315006256, + 0.0975940153002739, + 0.07814107090234756, + 0.07005183398723602, + 0.14168383181095123, + 0.032595064491033554, + 0.04311618581414223 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013330630026757717 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013330630026757717, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013330630026757717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21330907940864563, + 0.14002501964569092, + 0.06748747825622559, + 0.10656635463237762, + 0.07606695592403412, + 0.1017814502120018, + 0.07136758416891098, + 0.13359782099723816, + 0.03758667781949043, + 0.052211593836545944 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0013330630026757717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, swooping shot begins from a high vantage point, the camera smoothly panning downward, ultimately stabilizing in an extreme close-up of the flawless face of a young woman. Her eyes are closed, her expression serene and revelatory. Soft window light streams in from above and below, framing the delicate contours of her face. A small dot of thick, white lotion rests on her cheek. With a steady and deliberate rhythm, slender, clean fingers meticulously spread the lotion outward, drawing small circles with the pads of their fingers. With gentle gliding motions, the thick lotion gradually melts onto the skin, forming a thin, even, protective film with a subtle, soft sheen, highlighting the skin's hydrated texture. The entire scene, rendered using Fujifilm's X-T4 film simulation, exhibits a unique de-toned aesthetic. The color saturation is significantly reduced, making the skin tone and the white of the lotion appear exceptionally pure and rich against the desaturated backdrop, creating a tranquil, focused, and ritualistic atmosphere of skincare.", + "seed": 30517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_4211_seed_30517_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03582480500917882, + "vlm_logprob": -0.03582480500917882, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.03582480500917882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1444692313671112 + ], + "opposite_logprob_tokens": [ + -2.0194692611694336 + ], + "logprob_reward": -0.1444692313671112, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1444692313671112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05816733092069626, + 0.029733076691627502, + 0.039241865277290344, + 0.10149263590574265, + 0.12646152079105377, + 0.1339200735092163, + 0.32566237449645996, + 0.04845485836267471, + 0.10339781641960144, + 0.033468473702669144 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.1444692313671112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076515451073646545 + ], + "opposite_logprob_tokens": [ + -4.882651329040527 + ], + "logprob_reward": -0.0076515451073646545, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076515451073646545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12994413077831268, + 0.14344611763954163, + 0.06386628746986389, + 0.08870390802621841, + 0.08661095052957535, + 0.049342188984155655, + 0.2534233033657074, + 0.03618413582444191, + 0.0553402379155159, + 0.09313873946666718 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0076515451073646545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190816044807434 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190816044807434, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190816044807434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09856348484754562, + 0.0778174176812172, + 0.04689563810825348, + 0.13708564639091492, + 0.07100469619035721, + 0.0613970085978508, + 0.15405453741550446, + 0.07165150344371796, + 0.16063526272773743, + 0.12089469283819199 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.018190816044807434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635337766259909 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635337766259909, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635337766259909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06860310584306717, + 0.05540209263563156, + 0.03985616937279701, + 0.15215477347373962, + 0.08387468755245209, + 0.10781560838222504, + 0.08551082760095596, + 0.0708838626742363, + 0.22091259062290192, + 0.11498627811670303 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.007635337766259909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177094760350883 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177094760350883, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177094760350883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08938239514827728, + 0.04988823086023331, + 0.05217426270246506, + 0.16732431948184967, + 0.07548889517784119, + 0.05235869809985161, + 0.12067843973636627, + 0.04827652871608734, + 0.18611876666545868, + 0.15830950438976288 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.001177094760350883 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, swooping shot begins from a high vantage point, the camera smoothly panning downward, ultimately stabilizing in an extreme close-up of the flawless face of a young woman. Her eyes are closed, her expression serene and revelatory. Soft window light streams in from above and below, framing the delicate contours of her face. A small dot of thick, white lotion rests on her cheek. With a steady and deliberate rhythm, slender, clean fingers meticulously spread the lotion outward, drawing small circles with the pads of their fingers. With gentle gliding motions, the thick lotion gradually melts onto the skin, forming a thin, even, protective film with a subtle, soft sheen, highlighting the skin's hydrated texture. The entire scene, rendered using Fujifilm's X-T4 film simulation, exhibits a unique de-toned aesthetic. The color saturation is significantly reduced, making the skin tone and the white of the lotion appear exceptionally pure and rich against the desaturated backdrop, creating a tranquil, focused, and ritualistic atmosphere of skincare.", + "seed": 30518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_12/index_4211_seed_30518_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029446491738781333, + "vlm_logprob": -0.029446491738781333, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.029446491738781333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11437366902828217 + ], + "opposite_logprob_tokens": [ + -2.2393736839294434 + ], + "logprob_reward": -0.11437366902828217, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11437366902828217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09250511974096298, + 0.21189624071121216, + 0.06604788452386856, + 0.08291374146938324, + 0.11180610954761505, + 0.1465766429901123, + 0.0999223068356514, + 0.06415338814258575, + 0.08030898869037628, + 0.0438695065677166 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.11437366902828217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089951619505882 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.016089951619505882, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089951619505882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1394408643245697, + 0.14364193379878998, + 0.0640997663140297, + 0.04137066751718521, + 0.04801115766167641, + 0.20091046392917633, + 0.1456626057624817, + 0.13583435118198395, + 0.03682246059179306, + 0.04420573264360428 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.016089951619505882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12161339074373245, + 0.13188926875591278, + 0.13638761639595032, + 0.07435669004917145, + 0.058339014649391174, + 0.07103672623634338, + 0.11656349152326584, + 0.057672202587127686, + 0.16090255975723267, + 0.07123899459838867 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.009778928942978382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22811956703662872, + 0.06544779986143112, + 0.14022663235664368, + 0.12634868919849396, + 0.09009598195552826, + 0.1081528291106224, + 0.06539074331521988, + 0.07109054177999496, + 0.06751847267150879, + 0.03760867193341255 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high vantage point and pan downward to stabilize on an extreme close-up of a young woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's face shown with closed eyes and a serene expression while fingers spread white lotion in small circles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature soft window light streaming in from above and below, creating a thin, even film of lotion with a subtle sheen on the skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered with a de-toned aesthetic and significantly reduced color saturation, making skin tones and the lotion appear pure and rich against a desaturated backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overall atmosphere of the scene appear tranquil, focused, and ritualistic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010381315369158983 + ], + "opposite_logprob_tokens": [ + -6.876038074493408 + ], + "logprob_reward": -0.0010381315369158983, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010381315369158983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20653420686721802, + 0.10467284172773361, + 0.0847831666469574, + 0.10152170807123184, + 0.06268386542797089, + 0.1698479801416397, + 0.08510694652795792, + 0.07569936662912369, + 0.05015148967504501, + 0.058998461812734604 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0010381315369158983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_tensor([4974, 4974])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_tensor([4974, 4974])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af54a221c2ab5b1b5a1f1cb6f229271653cd12bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_tensor([4974, 4974])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures the profile of a man sitting in a quiet, rural setting. He is middle-aged, with short black and white hair and a weathered, pensive face. He wears a well-worn, soft flannel plaid shirt with a faded red and navy pattern; the fabric appears comfortable and form-fitting. His hands, firmly clasped, lift a heavy, cream-colored ceramic cup, delicate vapor rising from it and dissipating in the cool air. As he brings the cup to his lips, his eyes remain fixed on a distant point, his gaze unfocused, lost in deep thought. He takes a slow, deliberate sip, a subtle movement in his throat indicating his swallow. The action is unhurried, imbued with a quiet ritual. Soft, directed morning light streams in from a nearby window, framing his face and capturing the ethereal vapor. The background is softly blurred, suggesting a cozy, wood-textured room, creating an atmosphere of warmth, tranquility, and contemplation.", + "seed": 12006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_4974_seed_12006_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0758058799430728, + "vlm_logprob": -0.0758058799430728, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.0758058799430728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02883920818567276 + ], + "opposite_logprob_tokens": [ + -3.653839111328125 + ], + "logprob_reward": -0.02883920818567276, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02883920818567276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24658595025539398, + 0.048627935349941254, + 0.033767156302928925, + 0.03552239015698433, + 0.06885620951652527, + 0.18471351265907288, + 0.11385898292064667, + 0.07652143388986588, + 0.1193275973200798, + 0.0722188875079155 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.02883920818567276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890609472990036 + ], + "opposite_logprob_tokens": [ + -2.4640610218048096 + ], + "logprob_reward": -0.0890609472990036, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890609472990036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31204572319984436, + 0.05199824273586273, + 0.04106184467673302, + 0.020302562043070793, + 0.044952064752578735, + 0.09776019304990768, + 0.13180126249790192, + 0.07877176254987717, + 0.15815480053424835, + 0.06315148621797562 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0890609472990036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899032533168793 + ], + "opposite_logprob_tokens": [ + -2.5789902210235596 + ], + "logprob_reward": -0.07899032533168793, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899032533168793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2876178026199341, + 0.05318501964211464, + 0.056970857083797455, + 0.025640705600380898, + 0.08517737686634064, + 0.08655942231416702, + 0.12589479982852936, + 0.06980472058057785, + 0.13537095487117767, + 0.07377833127975464 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.07899032533168793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799420416355133 + ], + "opposite_logprob_tokens": [ + -1.804942011833191 + ], + "logprob_reward": -0.1799420416355133, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799420416355133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13840168714523315, + 0.05897959694266319, + 0.013850541785359383, + 0.04794614389538765, + 0.04376538097858429, + 0.3480522930622101, + 0.09845446795225143, + 0.050480443984270096, + 0.16260309517383575, + 0.03746633604168892 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.1799420416355133 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021968772634863853 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021968772634863853, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021968772634863853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35747963190078735, + 0.07317525148391724, + 0.056799959391355515, + 0.04205078259110451, + 0.07141628116369247, + 0.04901867359876633, + 0.13676069676876068, + 0.07431849092245102, + 0.09404660761356354, + 0.04493364319205284 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0021968772634863853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures the profile of a man sitting in a quiet, rural setting. He is middle-aged, with short black and white hair and a weathered, pensive face. He wears a well-worn, soft flannel plaid shirt with a faded red and navy pattern; the fabric appears comfortable and form-fitting. His hands, firmly clasped, lift a heavy, cream-colored ceramic cup, delicate vapor rising from it and dissipating in the cool air. As he brings the cup to his lips, his eyes remain fixed on a distant point, his gaze unfocused, lost in deep thought. He takes a slow, deliberate sip, a subtle movement in his throat indicating his swallow. The action is unhurried, imbued with a quiet ritual. Soft, directed morning light streams in from a nearby window, framing his face and capturing the ethereal vapor. The background is softly blurred, suggesting a cozy, wood-textured room, creating an atmosphere of warmth, tranquility, and contemplation.", + "seed": 12007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_4974_seed_12007_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024332448747009038, + "vlm_logprob": -0.024332448747009038, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.024332448747009038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03040619008243084 + ], + "opposite_logprob_tokens": [ + -3.6554062366485596 + ], + "logprob_reward": -0.03040619008243084, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03040619008243084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27355411648750305, + 0.12451526522636414, + 0.15973849594593048, + 0.17739135026931763, + 0.04036872461438179, + 0.05289018154144287, + 0.04830092191696167, + 0.034880541265010834, + 0.05155713111162186, + 0.03680324926972389 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03040619008243084 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117267191410065 + ], + "opposite_logprob_tokens": [ + -3.2881171703338623 + ], + "logprob_reward": -0.038117267191410065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117267191410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3042469620704651, + 0.13838757574558258, + 0.2140558362007141, + 0.04769643768668175, + 0.0633808821439743, + 0.059786271303892136, + 0.052440717816352844, + 0.03922712430357933, + 0.04909415543079376, + 0.031684041023254395 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.038117267191410065 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978801865130663 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978801865130663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978801865130663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5525464415550232, + 0.15372230112552643, + 0.08223821967840195, + 0.03510137274861336, + 0.03855755925178528, + 0.03865636885166168, + 0.024513736367225647, + 0.038190871477127075, + 0.02051517739892006, + 0.015958044677972794 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00978801865130663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810005635023117 + ], + "opposite_logprob_tokens": [ + -3.288100004196167 + ], + "logprob_reward": -0.03810005635023117, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810005635023117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38994988799095154, + 0.08001457899808884, + 0.05939764156937599, + 0.027175793424248695, + 0.027307020500302315, + 0.026448184624314308, + 0.049053363502025604, + 0.291678249835968, + 0.01979471743106842, + 0.029180550947785378 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.03810005635023117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052507114596664906 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.0052507114596664906, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052507114596664906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3834054470062256, + 0.1644236147403717, + 0.06218563765287399, + 0.03937920182943344, + 0.0773724839091301, + 0.08293001353740692, + 0.04376073554158211, + 0.06631766259670258, + 0.043064311146736145, + 0.03716094419360161 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0052507114596664906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures the profile of a man sitting in a quiet, rural setting. He is middle-aged, with short black and white hair and a weathered, pensive face. He wears a well-worn, soft flannel plaid shirt with a faded red and navy pattern; the fabric appears comfortable and form-fitting. His hands, firmly clasped, lift a heavy, cream-colored ceramic cup, delicate vapor rising from it and dissipating in the cool air. As he brings the cup to his lips, his eyes remain fixed on a distant point, his gaze unfocused, lost in deep thought. He takes a slow, deliberate sip, a subtle movement in his throat indicating his swallow. The action is unhurried, imbued with a quiet ritual. Soft, directed morning light streams in from a nearby window, framing his face and capturing the ethereal vapor. The background is softly blurred, suggesting a cozy, wood-textured room, creating an atmosphere of warmth, tranquility, and contemplation.", + "seed": 12008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_4974_seed_12008_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022639581374824046, + "vlm_logprob": -0.022639581374824046, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.022639581374824046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.037754934281110764 + ], + "opposite_logprob_tokens": [ + -3.412755012512207 + ], + "logprob_reward": -0.037754934281110764, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.037754934281110764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1130729392170906, + 0.07796952873468399, + 0.07726194709539413, + 0.028028203174471855, + 0.2482937127351761, + 0.05612940713763237, + 0.05534067377448082, + 0.03328491002321243, + 0.22043395042419434, + 0.0901847556233406 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.037754934281110764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372207283973694 + ], + "opposite_logprob_tokens": [ + -3.408722162246704 + ], + "logprob_reward": -0.03372207283973694, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372207283973694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16854631900787354, + 0.142411008477211, + 0.03977692499756813, + 0.02202499657869339, + 0.19553133845329285, + 0.06812182068824768, + 0.0921311154961586, + 0.08826306462287903, + 0.07727860659360886, + 0.10591481626033783 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03372207283973694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786365553736687 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786365553736687, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786365553736687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1452287882566452, + 0.2079225778579712, + 0.23728471994400024, + 0.1677635908126831, + 0.05268900841474533, + 0.04195640608668327, + 0.017354197800159454, + 0.04501714929938316, + 0.02939259633421898, + 0.05539100989699364 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.009786365553736687 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07093856483697891, + 0.03513070568442345, + 0.08544432371854782, + 0.07883750647306442, + 0.13907960057258606, + 0.12964922189712524, + 0.03445684537291527, + 0.17459440231323242, + 0.0771293193101883, + 0.1747395247220993 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.023294130340218544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640403859317303 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640403859317303, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640403859317303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32624268531799316, + 0.05363545939326286, + 0.04492627829313278, + 0.021040819585323334, + 0.11822137236595154, + 0.12497833371162415, + 0.03652196004986763, + 0.10968703776597977, + 0.08647016435861588, + 0.07827596366405487 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.008640403859317303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures the profile of a man sitting in a quiet, rural setting. He is middle-aged, with short black and white hair and a weathered, pensive face. He wears a well-worn, soft flannel plaid shirt with a faded red and navy pattern; the fabric appears comfortable and form-fitting. His hands, firmly clasped, lift a heavy, cream-colored ceramic cup, delicate vapor rising from it and dissipating in the cool air. As he brings the cup to his lips, his eyes remain fixed on a distant point, his gaze unfocused, lost in deep thought. He takes a slow, deliberate sip, a subtle movement in his throat indicating his swallow. The action is unhurried, imbued with a quiet ritual. Soft, directed morning light streams in from a nearby window, framing his face and capturing the ethereal vapor. The background is softly blurred, suggesting a cozy, wood-textured room, creating an atmosphere of warmth, tranquility, and contemplation.", + "seed": 12009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_13/index_4974_seed_12009_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02470912244170904, + "vlm_logprob": -0.02470912244170904, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.02470912244170904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03340933471918106 + ], + "opposite_logprob_tokens": [ + -3.533409357070923 + ], + "logprob_reward": -0.03340933471918106, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03340933471918106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12422017753124237, + 0.10829906910657883, + 0.13708987832069397, + 0.08598820120096207, + 0.06853032857179642, + 0.08740279078483582, + 0.06505539268255234, + 0.04729895293712616, + 0.17294254899024963, + 0.103172667324543 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03340933471918106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635710872709751 + ], + "opposite_logprob_tokens": [ + -3.6513571739196777 + ], + "logprob_reward": -0.02635710872709751, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635710872709751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20247502624988556, + 0.08281993120908737, + 0.06923066079616547, + 0.08024803549051285, + 0.040637340396642685, + 0.054277487099170685, + 0.15712356567382812, + 0.08642831444740295, + 0.13096357882022858, + 0.09579606354236603 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.02635710872709751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14903944730758667, + 0.028378982096910477, + 0.022509509697556496, + 0.10082588344812393, + 0.12941063940525055, + 0.026865307241678238, + 0.11041736602783203, + 0.32964086532592773, + 0.050809960812330246, + 0.0521019846200943 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.02979751117527485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352116838097572 + ], + "opposite_logprob_tokens": [ + -3.6513521671295166 + ], + "logprob_reward": -0.026352116838097572, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352116838097572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10829423367977142, + 0.06695546209812164, + 0.043700069189071655, + 0.06577768176794052, + 0.23519779741764069, + 0.05478449910879135, + 0.10677346587181091, + 0.13408124446868896, + 0.06370572000741959, + 0.12072985619306564 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.026352116838097572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up of a man's profile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man middle-aged with short black and white hair and a weathered face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a well-worn, soft flannel plaid shirt with a faded red and navy pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lift a heavy, cream-colored ceramic cup with vapor rising from it and take a slow sip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to show a cozy, wood-textured room with soft morning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629540748894215 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629540748894215, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629540748894215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22092866897583008, + 0.1055721715092659, + 0.042363300919532776, + 0.03545196354389191, + 0.0480608195066452, + 0.04367385059595108, + 0.06591738015413284, + 0.07530519366264343, + 0.22671988606452942, + 0.13600672781467438 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.007629540748894215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_tensor([877, 877])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_tensor([877, 877])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33273651807bf6679a360d3c054d500f182efb6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_tensor([877, 877])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene opens with a tight, static close-up, focusing on a heavy bunch of deep purple grapes. Each sphere is plump and tense, its skin coated with delicate, dusty blossoms that catch the warm golden glow of the afternoon sun, making them appear almost translucent. The camera then begins a slow, deliberate pullback, smoothly revealing the gnarled, woody vine from which the fruit hangs, its large, veined green leaves gently trembling. As the camera continues to retreat, the individual vines merge into a perfectly straight row, studded with countless similar bunches, creating a rich tapestry of green and purple. The pullback continues and begins to rise, transforming into a high-angle drone shot, revealing the breathtaking scale of the vast vineyard. Endless geometric vines cascade down the sun-drenched, rolling hillsides, their perfect lines following the gentle contours of the land, creating a tranquil, idyllic atmosphere beneath a clear, soft blue sky.", + "seed": 19497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_877_seed_19497_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028814140846952795, + "vlm_logprob": -0.028814140846952795, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.028814140846952795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007758483290672302 + ], + "opposite_logprob_tokens": [ + -4.882758617401123 + ], + "logprob_reward": -0.007758483290672302, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007758483290672302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5068331360816956, + 0.07344423979520798, + 0.057588841766119, + 0.06512191891670227, + 0.061117932200431824, + 0.05338478088378906, + 0.07567869871854782, + 0.03558019548654556, + 0.04249715059995651, + 0.028753133490681648 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.007758483290672302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097082525491714 + ], + "opposite_logprob_tokens": [ + -3.1680970191955566 + ], + "logprob_reward": -0.043097082525491714, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097082525491714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.392373651266098, + 0.05025767162442207, + 0.1370392143726349, + 0.18208327889442444, + 0.0312453955411911, + 0.05024092644453049, + 0.03878924250602722, + 0.05062657594680786, + 0.04356981813907623, + 0.023774296045303345 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.043097082525491714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031973214354366064 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031973214354366064, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031973214354366064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29321298003196716, + 0.07768593728542328, + 0.07791800796985626, + 0.11952928453683853, + 0.07673783600330353, + 0.05565735325217247, + 0.06691868603229523, + 0.07026760280132294, + 0.06779532879590988, + 0.09427710622549057 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0031973214354366064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073208414018154 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073208414018154, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073208414018154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17442762851715088, + 0.027493387460708618, + 0.10903503745794296, + 0.07691086828708649, + 0.05955417826771736, + 0.090903639793396, + 0.10732376575469971, + 0.12859134376049042, + 0.1322859227657318, + 0.09347428381443024 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011073208414018154 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789446085691452 + ], + "opposite_logprob_tokens": [ + -2.578944683074951 + ], + "logprob_reward": -0.0789446085691452, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789446085691452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27599504590034485, + 0.040199071168899536, + 0.13349774479866028, + 0.1925567388534546, + 0.062174320220947266, + 0.05519085004925728, + 0.052987828850746155, + 0.08924177289009094, + 0.03416508808732033, + 0.0639915019273758 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0789446085691452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a tight, static close-up, focusing on a heavy bunch of deep purple grapes. Each sphere is plump and tense, its skin coated with delicate, dusty blossoms that catch the warm golden glow of the afternoon sun, making them appear almost translucent. The camera then begins a slow, deliberate pullback, smoothly revealing the gnarled, woody vine from which the fruit hangs, its large, veined green leaves gently trembling. As the camera continues to retreat, the individual vines merge into a perfectly straight row, studded with countless similar bunches, creating a rich tapestry of green and purple. The pullback continues and begins to rise, transforming into a high-angle drone shot, revealing the breathtaking scale of the vast vineyard. Endless geometric vines cascade down the sun-drenched, rolling hillsides, their perfect lines following the gentle contours of the land, creating a tranquil, idyllic atmosphere beneath a clear, soft blue sky.", + "seed": 19498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_877_seed_19498_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0328910824842751, + "vlm_logprob": -0.0328910824842751, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.0328910824842751, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006950723007321358 + ], + "opposite_logprob_tokens": [ + -5.006950855255127 + ], + "logprob_reward": -0.006950723007321358, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006950723007321358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13603906333446503, + 0.1315813958644867, + 0.22697050869464874, + 0.10214994102716446, + 0.06835946440696716, + 0.043360136449337006, + 0.040577277541160583, + 0.1023470088839531, + 0.07835543155670166, + 0.07025983929634094 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.006950723007321358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331823855638504 + ], + "opposite_logprob_tokens": [ + -3.773318290710449 + ], + "logprob_reward": -0.02331823855638504, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331823855638504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20990125834941864, + 0.17071689665317535, + 0.11668413877487183, + 0.07248096168041229, + 0.03620138019323349, + 0.043110888451337814, + 0.055321093648672104, + 0.1226913258433342, + 0.05243122950196266, + 0.12046079337596893 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02331823855638504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100962076336145 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100962076336145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100962076336145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08645463734865189, + 0.13519200682640076, + 0.10789378732442856, + 0.07232509553432465, + 0.06752610951662064, + 0.15481483936309814, + 0.11644626408815384, + 0.07526896148920059, + 0.0949862152338028, + 0.08909205347299576 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.004100962076336145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797164723277092 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.029797164723277092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797164723277092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062265001237392426, + 0.08482158929109573, + 0.050510555505752563, + 0.07036560028791428, + 0.06426680833101273, + 0.1788329780101776, + 0.07818733900785446, + 0.07465006411075592, + 0.20649293065071106, + 0.129607155919075 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.029797164723277092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028832405805588 + ], + "opposite_logprob_tokens": [ + -2.3502883911132812 + ], + "logprob_reward": -0.10028832405805588, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028832405805588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07911528646945953, + 0.22890321910381317, + 0.1817057579755783, + 0.048230450600385666, + 0.036904074251651764, + 0.03775475546717644, + 0.11959091573953629, + 0.09903515130281448, + 0.07580988109111786, + 0.09295050799846649 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.10028832405805588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a tight, static close-up, focusing on a heavy bunch of deep purple grapes. Each sphere is plump and tense, its skin coated with delicate, dusty blossoms that catch the warm golden glow of the afternoon sun, making them appear almost translucent. The camera then begins a slow, deliberate pullback, smoothly revealing the gnarled, woody vine from which the fruit hangs, its large, veined green leaves gently trembling. As the camera continues to retreat, the individual vines merge into a perfectly straight row, studded with countless similar bunches, creating a rich tapestry of green and purple. The pullback continues and begins to rise, transforming into a high-angle drone shot, revealing the breathtaking scale of the vast vineyard. Endless geometric vines cascade down the sun-drenched, rolling hillsides, their perfect lines following the gentle contours of the land, creating a tranquil, idyllic atmosphere beneath a clear, soft blue sky.", + "seed": 19499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_877_seed_19499_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0228447386296466, + "vlm_logprob": -0.0228447386296466, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.0228447386296466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0048258500173687935 + ], + "opposite_logprob_tokens": [ + -5.379826068878174 + ], + "logprob_reward": -0.0048258500173687935, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0048258500173687935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4006328582763672, + 0.10584069788455963, + 0.05757005512714386, + 0.04976356029510498, + 0.07745934277772903, + 0.072053462266922, + 0.040120892226696014, + 0.020197782665491104, + 0.12548169493675232, + 0.05087968707084656 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0048258500173687935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378240436315536 + ], + "opposite_logprob_tokens": [ + -3.6513781547546387 + ], + "logprob_reward": -0.026378240436315536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378240436315536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42816871404647827, + 0.11356766521930695, + 0.07253485918045044, + 0.08223932981491089, + 0.04551820456981659, + 0.06355757266283035, + 0.033335018903017044, + 0.02088819444179535, + 0.10750705748796463, + 0.03268338739871979 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.026378240436315536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019445574143901467 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019445574143901467, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019445574143901467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31784310936927795, + 0.04013696312904358, + 0.039954107254743576, + 0.07565794140100479, + 0.12255293875932693, + 0.032034315168857574, + 0.11346861720085144, + 0.024829942733049393, + 0.13788799941539764, + 0.09563412517309189 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0019445574143901467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077570728957653 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077570728957653, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077570728957653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04933314025402069, + 0.04406028240919113, + 0.049214109778404236, + 0.03059377148747444, + 0.034675002098083496, + 0.30851492285728455, + 0.03251271694898605, + 0.06456873565912247, + 0.3033871054649353, + 0.08314026147127151 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.011077570728957653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999747455120087 + ], + "opposite_logprob_tokens": [ + -2.694997549057007 + ], + "logprob_reward": -0.06999747455120087, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999747455120087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279391348361969, + 0.10317295789718628, + 0.08618426322937012, + 0.06725173443555832, + 0.04444402828812599, + 0.03444349765777588, + 0.11700988560914993, + 0.12846040725708008, + 0.21609483659267426, + 0.07499925047159195 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.06999747455120087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a tight, static close-up, focusing on a heavy bunch of deep purple grapes. Each sphere is plump and tense, its skin coated with delicate, dusty blossoms that catch the warm golden glow of the afternoon sun, making them appear almost translucent. The camera then begins a slow, deliberate pullback, smoothly revealing the gnarled, woody vine from which the fruit hangs, its large, veined green leaves gently trembling. As the camera continues to retreat, the individual vines merge into a perfectly straight row, studded with countless similar bunches, creating a rich tapestry of green and purple. The pullback continues and begins to rise, transforming into a high-angle drone shot, revealing the breathtaking scale of the vast vineyard. Endless geometric vines cascade down the sun-drenched, rolling hillsides, their perfect lines following the gentle contours of the land, creating a tranquil, idyllic atmosphere beneath a clear, soft blue sky.", + "seed": 19500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_14/index_877_seed_19500_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0219413248822093, + "vlm_logprob": -0.0219413248822093, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.0219413248822093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007772204466164112 + ], + "opposite_logprob_tokens": [ + -4.882771968841553 + ], + "logprob_reward": -0.007772204466164112, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007772204466164112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23199224472045898, + 0.05586029961705208, + 0.051346395164728165, + 0.03562089428305626, + 0.016466673463582993, + 0.02936493419110775, + 0.11516232043504715, + 0.3874835968017578, + 0.01533637847751379, + 0.061366237699985504 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.007772204466164112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038129087537527084 + ], + "opposite_logprob_tokens": [ + -3.2881290912628174 + ], + "logprob_reward": -0.038129087537527084, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038129087537527084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2902587950229645, + 0.05303170904517174, + 0.09360957145690918, + 0.0732073187828064, + 0.03842775523662567, + 0.042759329080581665, + 0.1341790407896042, + 0.08506593108177185, + 0.05171991139650345, + 0.1377406269311905 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.038129087537527084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099300131201744 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099300131201744, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099300131201744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1123041883111, + 0.027088265866041183, + 0.02647487074136734, + 0.09190067648887634, + 0.037312041968107224, + 0.05505456030368805, + 0.1937624216079712, + 0.3538115918636322, + 0.01540393102914095, + 0.0868874192237854 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004099300131201744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072147637605667 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072147637605667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072147637605667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04567883536219597, + 0.019752725958824158, + 0.024871649220585823, + 0.03339742496609688, + 0.02626890316605568, + 0.049528706818819046, + 0.3436588644981384, + 0.2886919677257538, + 0.053128212690353394, + 0.11502276360988617 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.011072147637605667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a tight, static close-up of a bunch of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes depicted as plump, tense spheres with dusty blossoms catching a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow pullback that reveals a gnarled woody vine with large, veined green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera transition into a high-angle drone shot revealing a vast vineyard with endless geometric rows on rolling hills?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background sky clear and soft blue throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486338846385479 + ], + "opposite_logprob_tokens": [ + -3.0486338138580322 + ], + "logprob_reward": -0.0486338846385479, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486338846385479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08636392652988434, + 0.012944642454385757, + 0.04624447599053383, + 0.06317455321550369, + 0.0150083526968956, + 0.04043000191450119, + 0.2904975712299347, + 0.34058383107185364, + 0.027408821508288383, + 0.07734382152557373 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0486338846385479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_tensor([602, 602])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_tensor([602, 602])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3e94f7a4e03070aac6074f84382c4248aa5323c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_tensor([602, 602])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly low angle, the camera remains still, focused on a hand with distinct joints and slender fingers, carefully extending an elegant folding fan. The hand slowly reaches forward, and with its gentle movement, the ebony ribs, gleaming with a warm sheen, unfold in an elegant arc, revealing the slightly yellowed rice paper surface. A soft, warm light streams down from above and below, illuminating the ink painting of distant mountains, water, and a few sparse bamboos in a play of light and shadow, the layers of ink sometimes clear, sometimes hazy. In the out-of-focus background, the furnishings of an ancient study can be vaguely seen. The warm tones and unhurried movements create an atmosphere of tranquility, elegance, and classic Eastern aesthetics.", + "seed": 11599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_602_seed_11599_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14558225460350513, + "vlm_logprob": -0.14558225460350513, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.14558225460350513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28191009163856506 + ], + "opposite_logprob_tokens": [ + -1.4069100618362427 + ], + "logprob_reward": -0.28191009163856506, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28191009163856506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3057538568973541, + 0.05946960672736168, + 0.09042827785015106, + 0.11169851571321487, + 0.048423558473587036, + 0.07096071541309357, + 0.09118618071079254, + 0.06414779275655746, + 0.07889996469020844, + 0.07903148233890533 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.28191009163856506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207433104515076 + ], + "opposite_logprob_tokens": [ + -1.5020743608474731 + ], + "logprob_reward": -0.25207433104515076, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207433104515076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18455402553081512, + 0.10385270416736603, + 0.03659651055932045, + 0.16465270519256592, + 0.06981964409351349, + 0.04152030497789383, + 0.1471744179725647, + 0.14021573960781097, + 0.049841467291116714, + 0.06177246943116188 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.25207433104515076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193157389760017 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.018193157389760017, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193157389760017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1696268767118454, + 0.10686203092336655, + 0.10093270987272263, + 0.20246601104736328, + 0.04590761661529541, + 0.0346200205385685, + 0.11129874736070633, + 0.06902474164962769, + 0.054786939173936844, + 0.104474276304245 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.018193157389760017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708447873592377 + ], + "opposite_logprob_tokens": [ + -2.127084493637085 + ], + "logprob_reward": -0.12708447873592377, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708447873592377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18154782056808472, + 0.10011186450719833, + 0.031909551471471786, + 0.17217211425304413, + 0.09019054472446442, + 0.0679197832942009, + 0.14562392234802246, + 0.10976866632699966, + 0.05538671091198921, + 0.045369021594524384 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.12708447873592377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864921420812607 + ], + "opposite_logprob_tokens": [ + -3.048649311065674 + ], + "logprob_reward": -0.04864921420812607, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864921420812607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3122864067554474, + 0.06533550471067429, + 0.07536617666482925, + 0.10509632527828217, + 0.08518961817026138, + 0.03873734921216965, + 0.03374259173870087, + 0.15668368339538574, + 0.04969281703233719, + 0.07786951214075089 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04864921420812607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera remains still, focused on a hand with distinct joints and slender fingers, carefully extending an elegant folding fan. The hand slowly reaches forward, and with its gentle movement, the ebony ribs, gleaming with a warm sheen, unfold in an elegant arc, revealing the slightly yellowed rice paper surface. A soft, warm light streams down from above and below, illuminating the ink painting of distant mountains, water, and a few sparse bamboos in a play of light and shadow, the layers of ink sometimes clear, sometimes hazy. In the out-of-focus background, the furnishings of an ancient study can be vaguely seen. The warm tones and unhurried movements create an atmosphere of tranquility, elegance, and classic Eastern aesthetics.", + "seed": 11600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_602_seed_11600_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11093844091519714, + "vlm_logprob": -0.11093844091519714, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.11093844091519714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22617697715759277 + ], + "opposite_logprob_tokens": [ + -1.6011769771575928 + ], + "logprob_reward": -0.22617697715759277, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22617697715759277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31661543250083923, + 0.045124560594558716, + 0.04992944002151489, + 0.11392413079738617, + 0.11017818003892899, + 0.12620288133621216, + 0.09281637519598007, + 0.04951676353812218, + 0.058734141290187836, + 0.036958061158657074 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.22617697715759277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813023626804352 + ], + "opposite_logprob_tokens": [ + -1.4063023328781128 + ], + "logprob_reward": -0.2813023626804352, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813023626804352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796654760837555, + 0.05515385791659355, + 0.23671482503414154, + 0.2104976624250412, + 0.06995312124490738, + 0.16541743278503418, + 0.023689813911914825, + 0.02973068319261074, + 0.020082788541913033, + 0.00909427274018526 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.2813023626804352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27470776438713074, + 0.06123436242341995, + 0.1900087296962738, + 0.05772797390818596, + 0.08265350013971329, + 0.11635968089103699, + 0.0506097786128521, + 0.04681965336203575, + 0.07385686039924622, + 0.0460217259824276 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.007630014326423407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980746328830719 + ], + "opposite_logprob_tokens": [ + -3.5298075675964355 + ], + "logprob_reward": -0.02980746328830719, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980746328830719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08745954185724258, + 0.10742953419685364, + 0.07297973334789276, + 0.11014632880687714, + 0.04892747849225998, + 0.24858249723911285, + 0.05268755555152893, + 0.1204555332660675, + 0.11338307708501816, + 0.037948720157146454 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.02980746328830719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977538712322712 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.00977538712322712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977538712322712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3094845414161682, + 0.20573970675468445, + 0.04223604127764702, + 0.04604606702923775, + 0.04790280759334564, + 0.18580716848373413, + 0.018035903573036194, + 0.05212147906422615, + 0.05443961173295975, + 0.03818671405315399 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00977538712322712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera remains still, focused on a hand with distinct joints and slender fingers, carefully extending an elegant folding fan. The hand slowly reaches forward, and with its gentle movement, the ebony ribs, gleaming with a warm sheen, unfold in an elegant arc, revealing the slightly yellowed rice paper surface. A soft, warm light streams down from above and below, illuminating the ink painting of distant mountains, water, and a few sparse bamboos in a play of light and shadow, the layers of ink sometimes clear, sometimes hazy. In the out-of-focus background, the furnishings of an ancient study can be vaguely seen. The warm tones and unhurried movements create an atmosphere of tranquility, elegance, and classic Eastern aesthetics.", + "seed": 11601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_602_seed_11601_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04674603752791882, + "vlm_logprob": -0.04674603752791882, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04674603752791882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021211674436926842 + ], + "opposite_logprob_tokens": [ + -3.896211624145508 + ], + "logprob_reward": -0.021211674436926842, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021211674436926842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43557223677635193, + 0.19404591619968414, + 0.035209301859140396, + 0.0922732949256897, + 0.0549050010740757, + 0.07893466204404831, + 0.019288403913378716, + 0.02027255669236183, + 0.023971665650606155, + 0.04552698880434036 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.021211674436926842 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603463739156723 + ], + "opposite_logprob_tokens": [ + -1.9103463888168335 + ], + "logprob_reward": -0.1603463739156723, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603463739156723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46241480112075806, + 0.09064572304487228, + 0.04313861206173897, + 0.056267429143190384, + 0.13460934162139893, + 0.027812901884317398, + 0.017558114603161812, + 0.03124132566154003, + 0.03597758710384369, + 0.10033420473337173 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.1603463739156723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254387855529785 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254387855529785, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254387855529785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.287281334400177, + 0.1305391639471054, + 0.059946924448013306, + 0.030811551958322525, + 0.05530712753534317, + 0.06167250871658325, + 0.04964785650372505, + 0.03689468652009964, + 0.1041608527302742, + 0.18373802304267883 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005254387855529785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347588747739792 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347588747739792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347588747739792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25283190608024597, + 0.2544165849685669, + 0.10057429224252701, + 0.07680303603410721, + 0.023457426577806473, + 0.05407305806875229, + 0.05231854319572449, + 0.08404548466205597, + 0.06607161462306976, + 0.03540804609656334 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026347588747739792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570162683725357 + ], + "opposite_logprob_tokens": [ + -3.8955702781677246 + ], + "logprob_reward": -0.020570162683725357, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570162683725357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.848779022693634, + 0.06593046337366104, + 0.018884500488638878, + 0.015737954527139664, + 0.015048635192215443, + 0.005630810745060444, + 0.007482485845685005, + 0.004149549640715122, + 0.004938255064189434, + 0.013418306596577168 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020570162683725357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera remains still, focused on a hand with distinct joints and slender fingers, carefully extending an elegant folding fan. The hand slowly reaches forward, and with its gentle movement, the ebony ribs, gleaming with a warm sheen, unfold in an elegant arc, revealing the slightly yellowed rice paper surface. A soft, warm light streams down from above and below, illuminating the ink painting of distant mountains, water, and a few sparse bamboos in a play of light and shadow, the layers of ink sometimes clear, sometimes hazy. In the out-of-focus background, the furnishings of an ancient study can be vaguely seen. The warm tones and unhurried movements create an atmosphere of tranquility, elegance, and classic Eastern aesthetics.", + "seed": 11602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_15/index_602_seed_11602_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.062020225822925566, + "vlm_logprob": -0.062020225822925566, + "vlm_yes_no_margin": 3.2249999761581423, + "vlm_token_credit": -0.062020225822925566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1434544175863266 + ], + "opposite_logprob_tokens": [ + -2.0184543132781982 + ], + "logprob_reward": -0.1434544175863266, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1434544175863266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7132976055145264, + 0.034900959581136703, + 0.04386869817972183, + 0.010902059264481068, + 0.023922357708215714, + 0.007580653764307499, + 0.06343493610620499, + 0.03224978223443031, + 0.024279603734612465, + 0.04556342959403992 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.1434544175863266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293990910053253 + ], + "opposite_logprob_tokens": [ + -2.2379398345947266 + ], + "logprob_reward": -0.11293990910053253, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293990910053253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5123467445373535, + 0.035342756658792496, + 0.07570632547140121, + 0.018836837261915207, + 0.02834629826247692, + 0.01935487426817417, + 0.16759289801120758, + 0.05095139890909195, + 0.052422650158405304, + 0.03909928724169731 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.11293990910053253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543123215436935 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543123215436935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543123215436935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3942793607711792, + 0.0397246815264225, + 0.05745554715394974, + 0.025941194966435432, + 0.014401588588953018, + 0.014788912609219551, + 0.21340622007846832, + 0.07410204410552979, + 0.131123885512352, + 0.03477662801742554 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.012543123215436935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589197054505348 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589197054505348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589197054505348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5939719676971436, + 0.03944402188062668, + 0.053425759077072144, + 0.0324627086520195, + 0.024830548092722893, + 0.010271556675434113, + 0.05038926377892494, + 0.11504506319761276, + 0.036561187356710434, + 0.04359797388315201 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.020589197054505348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a hand with distinct joints and slender fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and does the camera remain still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ebony folding fan with a warm sheen being unfolded by the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fan reveal a slightly yellowed rice paper surface with an ink painting of mountains, water, and sparse bamboos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus showing the furnishings of an ancient study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574482157826424 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574482157826424, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574482157826424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7013087272644043, + 0.07096950709819794, + 0.028422411531209946, + 0.014078682288527489, + 0.014532583765685558, + 0.015398353338241577, + 0.030472496524453163, + 0.06178603321313858, + 0.020602282136678696, + 0.04242901876568794 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.020574482157826424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_tensor([4486, 4486])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_tensor([4486, 4486])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8aaf5d8cc8104e6e5e7ee33d2301ecca6056f8a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_tensor([4486, 4486])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "chaotic, shaky, handheld long shot captures the devastating impact of a massive mudslide with the grainy, kinetic quality of a crayon drawing. A viscous torrent of sepia and ochre, laced with the remains of uprooted trees and unrecognizable debris, advances with unstoppable force, engulfing a maze of muddy slums. The visual style of the scene takes on a waxy, textured surface, as if painstakingly smeared with crayon on rough paper, with outlines defined by thick, energetic, and slightly imprecise lines. Beneath a brooding, leaden sky, ramshackle shacks constructed of corrugated metal and weathered wood planks are instantly torn and crushed by the force of the mudslide, transforming them into trailing, blurry streaks of color across the frame. The camera pans and tilts frantically as the operator panics, trying to keep pace with the devastation, causing motion blur to appear as streaks of crayon, further heightening the image's sense of dynamism and urgent chaos. The lighting is dim and bland, but the residual reds, blues, and greens of the shacks, set against the thickly applied brown mud, create an eerie and desperate visual contrast, creating a raw, tense, and apocalyptic visual impact.", + "seed": 33343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_4486_seed_33343_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05630390271544457, + "vlm_logprob": -0.05630390271544457, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.05630390271544457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0043570115230977535 + ], + "opposite_logprob_tokens": [ + -5.504356861114502 + ], + "logprob_reward": -0.0043570115230977535, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0043570115230977535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14799144864082336, + 0.07294151932001114, + 0.076633520424366, + 0.0557841956615448, + 0.18232162296772003, + 0.07123680412769318, + 0.1299627274274826, + 0.03044413961470127, + 0.04061475023627281, + 0.19206920266151428 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0043570115230977535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3867463767528534, + 0.10168471187353134, + 0.05233071371912956, + 0.101732037961483, + 0.11856507509946823, + 0.08655837178230286, + 0.046818118542432785, + 0.015351135283708572, + 0.026926778256893158, + 0.0632866770029068 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01607270911335945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076345098204910755 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.0076345098204910755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076345098204910755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20549649000167847, + 0.07010428607463837, + 0.13999687135219574, + 0.11633220314979553, + 0.17730040848255157, + 0.10501009225845337, + 0.054901666939258575, + 0.03373115882277489, + 0.0324551984667778, + 0.06467162072658539 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0076345098204910755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335563138127327 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335563138127327, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335563138127327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12267768383026123, + 0.07586301118135452, + 0.07564139366149902, + 0.07781155407428741, + 0.1570083051919937, + 0.09895721822977066, + 0.16102708876132965, + 0.04952235519886017, + 0.0826888307929039, + 0.09880255162715912 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.001335563138127327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521197199821472 + ], + "opposite_logprob_tokens": [ + -1.502119779586792 + ], + "logprob_reward": -0.2521197199821472, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521197199821472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1774495393037796, + 0.14214195311069489, + 0.04918603226542473, + 0.07242634892463684, + 0.2583650052547455, + 0.09022440016269684, + 0.046754028648138046, + 0.025841286405920982, + 0.06327158957719803, + 0.07433979213237762 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.2521197199821472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "chaotic, shaky, handheld long shot captures the devastating impact of a massive mudslide with the grainy, kinetic quality of a crayon drawing. A viscous torrent of sepia and ochre, laced with the remains of uprooted trees and unrecognizable debris, advances with unstoppable force, engulfing a maze of muddy slums. The visual style of the scene takes on a waxy, textured surface, as if painstakingly smeared with crayon on rough paper, with outlines defined by thick, energetic, and slightly imprecise lines. Beneath a brooding, leaden sky, ramshackle shacks constructed of corrugated metal and weathered wood planks are instantly torn and crushed by the force of the mudslide, transforming them into trailing, blurry streaks of color across the frame. The camera pans and tilts frantically as the operator panics, trying to keep pace with the devastation, causing motion blur to appear as streaks of crayon, further heightening the image's sense of dynamism and urgent chaos. The lighting is dim and bland, but the residual reds, blues, and greens of the shacks, set against the thickly applied brown mud, create an eerie and desperate visual contrast, creating a raw, tense, and apocalyptic visual impact.", + "seed": 33344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_4486_seed_33344_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021453823335468768, + "vlm_logprob": -0.021453823335468768, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.021453823335468768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004274873994290829 + ], + "opposite_logprob_tokens": [ + -5.504274845123291 + ], + "logprob_reward": -0.004274873994290829, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004274873994290829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05570170283317566, + 0.6666136980056763, + 0.04475705325603485, + 0.02294936403632164, + 0.04023580253124237, + 0.030395984649658203, + 0.02596837282180786, + 0.03532450646162033, + 0.033342428505420685, + 0.04471113160252571 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004274873994290829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013269498944282532, + 0.9165436029434204, + 0.011794191785156727, + 0.005267726723104715, + 0.014082593843340874, + 0.004763418808579445, + 0.004170119296759367, + 0.011912156827747822, + 0.008304730989038944, + 0.00989191047847271 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046372017823159695 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.0046372017823159695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046372017823159695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05913224443793297, + 0.27891138195991516, + 0.03001847304403782, + 0.024161137640476227, + 0.1157575398683548, + 0.05239201337099075, + 0.06488052755594254, + 0.029467938467860222, + 0.288300096988678, + 0.05697870999574661 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0046372017823159695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11670860648155212, + 0.546379029750824, + 0.02679813839495182, + 0.022443456575274467, + 0.03508511185646057, + 0.03805778920650482, + 0.01569787599146366, + 0.1283137947320938, + 0.03879411518573761, + 0.031722091138362885 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.004092533141374588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901023864746094 + ], + "opposite_logprob_tokens": [ + -2.464010238647461 + ], + "logprob_reward": -0.08901023864746094, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901023864746094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513620287179947, + 0.4808005690574646, + 0.04537313058972359, + 0.032765574753284454, + 0.027289682999253273, + 0.05264994502067566, + 0.04618559405207634, + 0.10318378359079361, + 0.05734981223940849, + 0.05926571413874626 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.08901023864746094 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "chaotic, shaky, handheld long shot captures the devastating impact of a massive mudslide with the grainy, kinetic quality of a crayon drawing. A viscous torrent of sepia and ochre, laced with the remains of uprooted trees and unrecognizable debris, advances with unstoppable force, engulfing a maze of muddy slums. The visual style of the scene takes on a waxy, textured surface, as if painstakingly smeared with crayon on rough paper, with outlines defined by thick, energetic, and slightly imprecise lines. Beneath a brooding, leaden sky, ramshackle shacks constructed of corrugated metal and weathered wood planks are instantly torn and crushed by the force of the mudslide, transforming them into trailing, blurry streaks of color across the frame. The camera pans and tilts frantically as the operator panics, trying to keep pace with the devastation, causing motion blur to appear as streaks of crayon, further heightening the image's sense of dynamism and urgent chaos. The lighting is dim and bland, but the residual reds, blues, and greens of the shacks, set against the thickly applied brown mud, create an eerie and desperate visual contrast, creating a raw, tense, and apocalyptic visual impact.", + "seed": 33345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_4486_seed_33345_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04900170508772135, + "vlm_logprob": -0.04900170508772135, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.04900170508772135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011367552913725376 + ], + "opposite_logprob_tokens": [ + -4.511367321014404 + ], + "logprob_reward": -0.011367552913725376, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011367552913725376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1012781411409378, + 0.05797813832759857, + 0.12062937766313553, + 0.06092619150876999, + 0.21559345722198486, + 0.048660703003406525, + 0.1367536187171936, + 0.16891585290431976, + 0.026874680072069168, + 0.062389712780714035 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.011367552913725376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20681074261665344, + 0.04274837672710419, + 0.16196058690547943, + 0.145185649394989, + 0.05398178845643997, + 0.023306068032979965, + 0.12695859372615814, + 0.04043222963809967, + 0.12113291770219803, + 0.07748304307460785 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.023293431848287582 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08888165652751923, + 0.05563822388648987, + 0.06147725507616997, + 0.1461452692747116, + 0.07981950044631958, + 0.026456961408257484, + 0.1422930657863617, + 0.23734259605407715, + 0.0986531674861908, + 0.06329233199357986 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818542532622814 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818542532622814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818542532622814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060142092406749725, + 0.07354047149419785, + 0.04606795683503151, + 0.14924640953540802, + 0.13436968624591827, + 0.04877184331417084, + 0.14519162476062775, + 0.057659316807985306, + 0.2460351139307022, + 0.03897557780146599 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.002818542532622814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157793164253235 + ], + "opposite_logprob_tokens": [ + -1.70157790184021 + ], + "logprob_reward": -0.20157793164253235, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157793164253235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06134037300944328, + 0.03406132385134697, + 0.01865062676370144, + 0.06698605418205261, + 0.07683102786540985, + 0.011073978617787361, + 0.07840705662965775, + 0.014419305138289928, + 0.6024884581565857, + 0.03574185073375702 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.20157793164253235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "chaotic, shaky, handheld long shot captures the devastating impact of a massive mudslide with the grainy, kinetic quality of a crayon drawing. A viscous torrent of sepia and ochre, laced with the remains of uprooted trees and unrecognizable debris, advances with unstoppable force, engulfing a maze of muddy slums. The visual style of the scene takes on a waxy, textured surface, as if painstakingly smeared with crayon on rough paper, with outlines defined by thick, energetic, and slightly imprecise lines. Beneath a brooding, leaden sky, ramshackle shacks constructed of corrugated metal and weathered wood planks are instantly torn and crushed by the force of the mudslide, transforming them into trailing, blurry streaks of color across the frame. The camera pans and tilts frantically as the operator panics, trying to keep pace with the devastation, causing motion blur to appear as streaks of crayon, further heightening the image's sense of dynamism and urgent chaos. The lighting is dim and bland, but the residual reds, blues, and greens of the shacks, set against the thickly applied brown mud, create an eerie and desperate visual contrast, creating a raw, tense, and apocalyptic visual impact.", + "seed": 33346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_2/index_4486_seed_33346_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04577114749699831, + "vlm_logprob": -0.04577114749699831, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.04577114749699831, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0039132460951805115 + ], + "opposite_logprob_tokens": [ + -5.628913402557373 + ], + "logprob_reward": -0.0039132460951805115, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0039132460951805115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15616421401500702, + 0.12475070357322693, + 0.13300861418247223, + 0.1877094805240631, + 0.07367434352636337, + 0.08208820968866348, + 0.06427885591983795, + 0.06641346216201782, + 0.034104280173778534, + 0.07780775427818298 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0039132460951805115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607329398393631 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607329398393631, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607329398393631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08072121441364288, + 0.053369566798210144, + 0.15205657482147217, + 0.18001627922058105, + 0.05960256978869438, + 0.0458640418946743, + 0.11004520952701569, + 0.23262692987918854, + 0.04075417295098305, + 0.04494341462850571 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.01607329398393631 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10336273163557053, + 0.08151417225599289, + 0.07243030518293381, + 0.185552179813385, + 0.05126086249947548, + 0.039183735847473145, + 0.15498284995555878, + 0.16285498440265656, + 0.0722508579492569, + 0.07660733163356781 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.004097993951290846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16278111934661865, + 0.026972590014338493, + 0.32107529044151306, + 0.1530049741268158, + 0.06267236173152924, + 0.046426452696323395, + 0.022505909204483032, + 0.0570574514567852, + 0.03792504593729973, + 0.10957880318164825 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0031916177831590176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a grainy, kinetic crayon drawing with a waxy, textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mudslide composed of viscous sepia and ochre torrents advancing through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ramshackle shacks made of corrugated metal and weathered wood visible being torn and crushed by the mudslide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan and tilt frantically with motion blur appearing as streaks of crayon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky depicted as brooding and leaden above the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157958567142487 + ], + "opposite_logprob_tokens": [ + -1.7015795707702637 + ], + "logprob_reward": -0.20157958567142487, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157958567142487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17515332996845245, + 0.05402761325240135, + 0.08926981687545776, + 0.348288893699646, + 0.03942481428384781, + 0.040709249675273895, + 0.09979014843702316, + 0.0712725892663002, + 0.047998860478401184, + 0.034064702689647675 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.20157958567142487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_tensor([5908, 5908])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_tensor([5908, 5908])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9d66181fc5f182b3b5b6293f8ec4487e3eb629b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_tensor([5908, 5908])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, panning slowly and steadily, draws the viewer to the heart of an ancient brick furnace. Deep within the hearth, a blazing orange-red flame dances and dances, its scorching glow illuminating a thick graphite crucible, darkly burnt. Inside, several irregularly shaped, rough-surfaced pieces of pig iron silently endure the intense heat. Their hard edges first glow a dangerous yet captivating crimson, then a dazzling white. Then, as if perspiring, the metal's surface condenses into crystalline droplets. In a steady and irreversible process, it cautiously transitions from solid to liquid, its rough solid structure gradually collapsing and softening, transforming into pools of viscous, golden-red, shimmering liquid metal. These individual pools of molten metal, seemingly imbued with life, slowly wriggle under the intense heat, gravitating towards one another, ultimately merging seamlessly into a single, mirror-smooth, radiant mass, its surface reflecting the dynamic light and shadows of the furnace fire. The image's warm and rich tones, dominated by the orange-red of the flames and the bright yellow of the metal, are framed by deep shadows in the background, creating a retro, industrial atmosphere imbued with primal power, focus, and heft.", + "seed": 22800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_5908_seed_22800_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19062797632068396, + "vlm_logprob": -0.19062797632068396, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.19062797632068396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10747727006673813 + ], + "opposite_logprob_tokens": [ + -2.3574771881103516 + ], + "logprob_reward": -0.10747727006673813, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10747727006673813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11976002156734467, + 0.03539443388581276, + 0.056421730667352676, + 0.11761243641376495, + 0.4711794853210449, + 0.03276592865586281, + 0.09115611016750336, + 0.020008545368909836, + 0.028147196397185326, + 0.027554161846637726 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.10747727006673813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813398838043213 + ], + "opposite_logprob_tokens": [ + -1.4063398838043213 + ], + "logprob_reward": -0.2813398838043213, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813398838043213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15424364805221558, + 0.15102657675743103, + 0.13491493463516235, + 0.057709258049726486, + 0.12908503413200378, + 0.0906318873167038, + 0.09963033348321915, + 0.08530144393444061, + 0.044837359338998795, + 0.052619483321905136 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2813398838043213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029829446226358414 + ], + "opposite_logprob_tokens": [ + -3.529829502105713 + ], + "logprob_reward": -0.029829446226358414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029829446226358414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2685968577861786, + 0.0941900759935379, + 0.0789278894662857, + 0.08118422329425812, + 0.1621592789888382, + 0.09460705518722534, + 0.0430423803627491, + 0.03351671248674393, + 0.06723074615001678, + 0.07654476165771484 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.029829446226358414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096670292317867 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096670292317867, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096670292317867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23296575248241425, + 0.1190008670091629, + 0.0575445331633091, + 0.0625731572508812, + 0.12403896450996399, + 0.07122952491044998, + 0.035228852182626724, + 0.05804071202874184, + 0.16317172348499298, + 0.07620588690042496 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.011096670292317867 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233966112136841 + ], + "opposite_logprob_tokens": [ + -0.8983966112136841 + ], + "logprob_reward": -0.5233966112136841, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233966112136841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571347713470459, + 0.09454577416181564, + 0.031310178339481354, + 0.024340998381376266, + 0.3739088177680969, + 0.07300030440092087, + 0.023125389590859413, + 0.051422860473394394, + 0.13654984533786774, + 0.034661006182432175 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.5233966112136841 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, panning slowly and steadily, draws the viewer to the heart of an ancient brick furnace. Deep within the hearth, a blazing orange-red flame dances and dances, its scorching glow illuminating a thick graphite crucible, darkly burnt. Inside, several irregularly shaped, rough-surfaced pieces of pig iron silently endure the intense heat. Their hard edges first glow a dangerous yet captivating crimson, then a dazzling white. Then, as if perspiring, the metal's surface condenses into crystalline droplets. In a steady and irreversible process, it cautiously transitions from solid to liquid, its rough solid structure gradually collapsing and softening, transforming into pools of viscous, golden-red, shimmering liquid metal. These individual pools of molten metal, seemingly imbued with life, slowly wriggle under the intense heat, gravitating towards one another, ultimately merging seamlessly into a single, mirror-smooth, radiant mass, its surface reflecting the dynamic light and shadows of the furnace fire. The image's warm and rich tones, dominated by the orange-red of the flames and the bright yellow of the metal, are framed by deep shadows in the background, creating a retro, industrial atmosphere imbued with primal power, focus, and heft.", + "seed": 22801, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_5908_seed_22801_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18825192730873824, + "vlm_logprob": -0.18825192730873824, + "vlm_yes_no_margin": 2.3999999880790712, + "vlm_token_credit": -0.18825192730873824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06649935245513916 + ], + "opposite_logprob_tokens": [ + -2.8164992332458496 + ], + "logprob_reward": -0.06649935245513916, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06649935245513916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18405728042125702, + 0.07286224514245987, + 0.04143345728516579, + 0.03908415511250496, + 0.03840469568967819, + 0.10652472078800201, + 0.1170986145734787, + 0.14415688812732697, + 0.07294746488332748, + 0.18343044817447662 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.06649935245513916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486374020576477 + ], + "opposite_logprob_tokens": [ + -1.223637342453003 + ], + "logprob_reward": -0.3486374020576477, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486374020576477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20891596376895905, + 0.07368240505456924, + 0.06495904922485352, + 0.09987431019544601, + 0.035764429718256, + 0.1789296716451645, + 0.0927366092801094, + 0.11925927549600601, + 0.06901108473539352, + 0.05686715245246887 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.3486374020576477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309491440653801 + ], + "opposite_logprob_tokens": [ + -3.1680948734283447 + ], + "logprob_reward": -0.04309491440653801, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309491440653801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19910526275634766, + 0.17205658555030823, + 0.07582063972949982, + 0.037254489958286285, + 0.04438774287700653, + 0.1396806240081787, + 0.060664866119623184, + 0.11516058444976807, + 0.08279649913311005, + 0.07307271659374237 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04309491440653801 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656713180243969 + ], + "opposite_logprob_tokens": [ + -4.7586565017700195 + ], + "logprob_reward": -0.008656713180243969, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656713180243969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17701242864131927, + 0.045647960156202316, + 0.04712490364909172, + 0.03030703403055668, + 0.026138735935091972, + 0.08234258741140366, + 0.06792395561933517, + 0.16706784069538116, + 0.15939156711101532, + 0.19704295694828033 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.008656713180243969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743712544441223 + ], + "opposite_logprob_tokens": [ + -0.9743712544441223 + ], + "logprob_reward": -0.4743712544441223, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743712544441223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0836314707994461, + 0.0434715673327446, + 0.03219950571656227, + 0.12591969966888428, + 0.0277316365391016, + 0.05220991000533104, + 0.18624964356422424, + 0.30026739835739136, + 0.09122342616319656, + 0.05709578096866608 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.4743712544441223 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, panning slowly and steadily, draws the viewer to the heart of an ancient brick furnace. Deep within the hearth, a blazing orange-red flame dances and dances, its scorching glow illuminating a thick graphite crucible, darkly burnt. Inside, several irregularly shaped, rough-surfaced pieces of pig iron silently endure the intense heat. Their hard edges first glow a dangerous yet captivating crimson, then a dazzling white. Then, as if perspiring, the metal's surface condenses into crystalline droplets. In a steady and irreversible process, it cautiously transitions from solid to liquid, its rough solid structure gradually collapsing and softening, transforming into pools of viscous, golden-red, shimmering liquid metal. These individual pools of molten metal, seemingly imbued with life, slowly wriggle under the intense heat, gravitating towards one another, ultimately merging seamlessly into a single, mirror-smooth, radiant mass, its surface reflecting the dynamic light and shadows of the furnace fire. The image's warm and rich tones, dominated by the orange-red of the flames and the bright yellow of the metal, are framed by deep shadows in the background, creating a retro, industrial atmosphere imbued with primal power, focus, and heft.", + "seed": 22802, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_5908_seed_22802_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2135383052751422, + "vlm_logprob": -0.2135383052751422, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.2135383052751422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05844416469335556 + ], + "opposite_logprob_tokens": [ + -2.9334442615509033 + ], + "logprob_reward": -0.05844416469335556, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05844416469335556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18701332807540894, + 0.13501764833927155, + 0.07721510529518127, + 0.045674413442611694, + 0.08209658414125443, + 0.07631035149097443, + 0.15598241984844208, + 0.04175933077931404, + 0.13616378605365753, + 0.06276708841323853 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.05844416469335556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31345248222351074 + ], + "opposite_logprob_tokens": [ + -1.3134524822235107 + ], + "logprob_reward": -0.31345248222351074, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31345248222351074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11498671770095825, + 0.07293351739645004, + 0.09193050116300583, + 0.05972573906183243, + 0.051611535251140594, + 0.06783165782690048, + 0.09500452131032944, + 0.09985096007585526, + 0.3097563087940216, + 0.03636860474944115 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.31345248222351074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869361221790314 + ], + "opposite_logprob_tokens": [ + -3.0486936569213867 + ], + "logprob_reward": -0.04869361221790314, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869361221790314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19465018808841705, + 0.09169325977563858, + 0.05864839255809784, + 0.053215961903333664, + 0.10593653470277786, + 0.05453317239880562, + 0.14515715837478638, + 0.04346466064453125, + 0.22582663595676422, + 0.026874098926782608 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.04869361221790314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26600897312164307, + 0.07154975831508636, + 0.05803077667951584, + 0.022754186764359474, + 0.06016666814684868, + 0.04896659031510353, + 0.11263900250196457, + 0.033139318227767944, + 0.2899136543273926, + 0.03683104366064072 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.01421563234180212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328856348991394 + ], + "opposite_logprob_tokens": [ + -0.7578856348991394 + ], + "logprob_reward": -0.6328856348991394, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328856348991394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10339951515197754, + 0.04693761095404625, + 0.0832892581820488, + 0.049695320427417755, + 0.09067095071077347, + 0.069809690117836, + 0.036231834441423416, + 0.06884245574474335, + 0.3600097894668579, + 0.09111358970403671 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.6328856348991394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, panning slowly and steadily, draws the viewer to the heart of an ancient brick furnace. Deep within the hearth, a blazing orange-red flame dances and dances, its scorching glow illuminating a thick graphite crucible, darkly burnt. Inside, several irregularly shaped, rough-surfaced pieces of pig iron silently endure the intense heat. Their hard edges first glow a dangerous yet captivating crimson, then a dazzling white. Then, as if perspiring, the metal's surface condenses into crystalline droplets. In a steady and irreversible process, it cautiously transitions from solid to liquid, its rough solid structure gradually collapsing and softening, transforming into pools of viscous, golden-red, shimmering liquid metal. These individual pools of molten metal, seemingly imbued with life, slowly wriggle under the intense heat, gravitating towards one another, ultimately merging seamlessly into a single, mirror-smooth, radiant mass, its surface reflecting the dynamic light and shadows of the furnace fire. The image's warm and rich tones, dominated by the orange-red of the flames and the bright yellow of the metal, are framed by deep shadows in the background, creating a retro, industrial atmosphere imbued with primal power, focus, and heft.", + "seed": 22803, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_3/index_5908_seed_22803_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23620760142803193, + "vlm_logprob": -0.23620760142803193, + "vlm_yes_no_margin": 2.0249999940395353, + "vlm_token_credit": -0.23620760142803193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0917171835899353 + ], + "opposite_logprob_tokens": [ + -2.46671724319458 + ], + "logprob_reward": -0.0917171835899353, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0917171835899353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2279675304889679, + 0.040746547281742096, + 0.21938535571098328, + 0.1343388855457306, + 0.07893785089254379, + 0.04374480992555618, + 0.05242800712585449, + 0.019334329292178154, + 0.12472914904356003, + 0.05838752165436745 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0917171835899353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430291771888733 + ], + "opposite_logprob_tokens": [ + -0.9743028879165649 + ], + "logprob_reward": -0.47430291771888733, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47430291771888733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09527263790369034, + 0.14219002425670624, + 0.13857626914978027, + 0.09345707297325134, + 0.14354082942008972, + 0.037725336849689484, + 0.0854441225528717, + 0.08559969067573547, + 0.09723476320505142, + 0.08095921576023102 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.47430291771888733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790407732129097 + ], + "opposite_logprob_tokens": [ + -2.579040765762329 + ], + "logprob_reward": -0.0790407732129097, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790407732129097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07757272571325302, + 0.02131686918437481, + 0.1269930899143219, + 0.06250181049108505, + 0.03067527338862419, + 0.01585635170340538, + 0.022810468450188637, + 0.0175020694732666, + 0.5493094325065613, + 0.0754619613289833 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0790407732129097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256466656923294 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.01256466656923294, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256466656923294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2584381401538849, + 0.03958463668823242, + 0.20424920320510864, + 0.10189668834209442, + 0.05003960058093071, + 0.05209646001458168, + 0.09021100401878357, + 0.02582339569926262, + 0.11145731806755066, + 0.06620358675718307 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01256466656923294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an ancient brick furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick graphite crucible visible inside the hearth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do irregular pieces of pig iron transition from glowing solid to liquid pools and merge into a single mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final merged mass mirror-smooth and radiant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234124660491943 + ], + "opposite_logprob_tokens": [ + -0.8984124660491943 + ], + "logprob_reward": -0.5234124660491943, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234124660491943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1515357792377472, + 0.06935862451791763, + 0.1717856526374817, + 0.16850993037223816, + 0.05575297027826309, + 0.025256596505641937, + 0.05365394800901413, + 0.02488521859049797, + 0.15907815098762512, + 0.12018319219350815 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.5234124660491943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_tensor([8987, 8987])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_tensor([8987, 8987])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d2229e286c9c523f33d6309842506c4f9733d46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_tensor([8987, 8987])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a rough, dark brown ceramic pot set against a warm, dimly lit kitchen backdrop. Inside, a rich, inky Eight Treasures soup seethes fiercely. Dense bubbles swirl on the surface of the deep brown broth, each burst stirring the elusive medicinal ingredients within—plump red dates, dark red wolfberries, and sliced roots of various shapes—floating and tumbling in the simmering vortex. A warm, sidelight streams in, precisely capturing the thick, white steam curling and spreading from the pot's mouth. The steam forms a shifting, hazy cloud in the light, imbuing the image with a soft-focus quality. This light simultaneously carves a profound interplay of light and shadow on the pot's plain earthen surface, briefly penetrating the broth to illuminate the bubbling ingredients, creating a warm, focused, and healing atmosphere of tranquility.", + "seed": 2523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_8987_seed_2523_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008511848002672195, + "vlm_logprob": -0.008511848002672195, + "vlm_yes_no_margin": 5.0749999523162845, + "vlm_token_credit": -0.008511848002672195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019515646621584892 + ], + "opposite_logprob_tokens": [ + -4.019515514373779 + ], + "logprob_reward": -0.019515646621584892, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019515646621584892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163621723651886, + 0.05056518688797951, + 0.1131032258272171, + 0.12781186401844025, + 0.08073469251394272, + 0.09809708595275879, + 0.0750969648361206, + 0.20469899475574493, + 0.05323632434010506, + 0.03303397074341774 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.019515646621584892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556660920381546 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556660920381546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556660920381546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07592634111642838, + 0.07217250019311905, + 0.07051512598991394, + 0.14680887758731842, + 0.03521231934428215, + 0.12103915959596634, + 0.20748673379421234, + 0.08143740147352219, + 0.035919107496738434, + 0.15348240733146667 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.012556660920381546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05007905140519142, + 0.053115054965019226, + 0.143257275223732, + 0.04579603299498558, + 0.050436947494745255, + 0.17073963582515717, + 0.26512959599494934, + 0.029773183166980743, + 0.14571300148963928, + 0.045960236340761185 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031929248943924904 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031929248943924904, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031929248943924904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06893712282180786, + 0.06663404405117035, + 0.06287659704685211, + 0.4674919545650482, + 0.025997966527938843, + 0.05998867750167847, + 0.13809292018413544, + 0.060448698699474335, + 0.01632433943450451, + 0.03320762515068054 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0031929248943924904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195063676685095 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195063676685095, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195063676685095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09301050752401352, + 0.0737202987074852, + 0.12125283479690552, + 0.21019570529460907, + 0.06226995214819908, + 0.024178989231586456, + 0.21466298401355743, + 0.13074249029159546, + 0.030076397582888603, + 0.0398898646235466 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.003195063676685095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a rough, dark brown ceramic pot set against a warm, dimly lit kitchen backdrop. Inside, a rich, inky Eight Treasures soup seethes fiercely. Dense bubbles swirl on the surface of the deep brown broth, each burst stirring the elusive medicinal ingredients within—plump red dates, dark red wolfberries, and sliced roots of various shapes—floating and tumbling in the simmering vortex. A warm, sidelight streams in, precisely capturing the thick, white steam curling and spreading from the pot's mouth. The steam forms a shifting, hazy cloud in the light, imbuing the image with a soft-focus quality. This light simultaneously carves a profound interplay of light and shadow on the pot's plain earthen surface, briefly penetrating the broth to illuminate the bubbling ingredients, creating a warm, focused, and healing atmosphere of tranquility.", + "seed": 2524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_8987_seed_2524_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010071779252029955, + "vlm_logprob": -0.010071779252029955, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.010071779252029955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021755265071988106 + ], + "opposite_logprob_tokens": [ + -3.8967552185058594 + ], + "logprob_reward": -0.021755265071988106, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021755265071988106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23484639823436737, + 0.1283031553030014, + 0.09863226860761642, + 0.07082998752593994, + 0.14779439568519592, + 0.05995859205722809, + 0.035345468670129776, + 0.09888537228107452, + 0.08962152153253555, + 0.03578277304768562 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.021755265071988106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821235567331314 + ], + "opposite_logprob_tokens": [ + -4.01821231842041 + ], + "logprob_reward": -0.01821235567331314, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821235567331314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15146774053573608, + 0.0885210782289505, + 0.11223578453063965, + 0.06835076957941055, + 0.0809246227145195, + 0.045094165951013565, + 0.023898614570498466, + 0.07813777029514313, + 0.09349004179239273, + 0.2578794062137604 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.01821235567331314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031973214354366064 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031973214354366064, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031973214354366064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17258436977863312, + 0.17474819719791412, + 0.09688768535852432, + 0.060605067759752274, + 0.06225790083408356, + 0.046137165278196335, + 0.043617285788059235, + 0.06425229460000992, + 0.12079968303442001, + 0.15811030566692352 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0031973214354366064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11784152686595917, + 0.18254944682121277, + 0.4732740819454193, + 0.028549911454319954, + 0.05801628157496452, + 0.031133055686950684, + 0.019079461693763733, + 0.019792214035987854, + 0.017274709418416023, + 0.05248931795358658 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019413450499996543 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019413450499996543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019413450499996543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22638753056526184, + 0.1893940567970276, + 0.04621608555316925, + 0.03742282837629318, + 0.06494783610105515, + 0.061012618243694305, + 0.05909557268023491, + 0.09061029553413391, + 0.04369985684752464, + 0.18121328949928284 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0019413450499996543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a rough, dark brown ceramic pot set against a warm, dimly lit kitchen backdrop. Inside, a rich, inky Eight Treasures soup seethes fiercely. Dense bubbles swirl on the surface of the deep brown broth, each burst stirring the elusive medicinal ingredients within—plump red dates, dark red wolfberries, and sliced roots of various shapes—floating and tumbling in the simmering vortex. A warm, sidelight streams in, precisely capturing the thick, white steam curling and spreading from the pot's mouth. The steam forms a shifting, hazy cloud in the light, imbuing the image with a soft-focus quality. This light simultaneously carves a profound interplay of light and shadow on the pot's plain earthen surface, briefly penetrating the broth to illuminate the bubbling ingredients, creating a warm, focused, and healing atmosphere of tranquility.", + "seed": 2525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_8987_seed_2525_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03298177649267018, + "vlm_logprob": -0.03298177649267018, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.03298177649267018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14385990798473358 + ], + "opposite_logprob_tokens": [ + -2.01885986328125 + ], + "logprob_reward": -0.14385990798473358, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14385990798473358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10412934422492981, + 0.10007404536008835, + 0.1407657116651535, + 0.03712748363614082, + 0.2042626589536667, + 0.18648990988731384, + 0.01117756124585867, + 0.06209282949566841, + 0.028799187391996384, + 0.12508130073547363 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.14385990798473358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099027469754219 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.011099027469754219, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099027469754219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12653189897537231, + 0.031355518847703934, + 0.07453511655330658, + 0.04000529274344444, + 0.33131536841392517, + 0.14453160762786865, + 0.052726998925209045, + 0.045041296631097794, + 0.12904392182826996, + 0.024912990629673004 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.011099027469754219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024926564656198025 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024926564656198025, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024926564656198025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10877594351768494, + 0.021697450429201126, + 0.5357958674430847, + 0.014650045894086361, + 0.08657945692539215, + 0.04656299203634262, + 0.0029830546118319035, + 0.10118633508682251, + 0.056307483464479446, + 0.02546137571334839 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0024926564656198025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12474755197763443, + 0.0409405343234539, + 0.4678744077682495, + 0.03291681781411171, + 0.16467152535915375, + 0.05714135989546776, + 0.016092320904135704, + 0.035839032381772995, + 0.03458447381854057, + 0.02519196830689907 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820563269779086 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.002820563269779086, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820563269779086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12946276366710663, + 0.03100050427019596, + 0.515882134437561, + 0.03230312094092369, + 0.08269947022199631, + 0.07924102991819382, + 0.02297382242977619, + 0.04160651937127113, + 0.02152920886874199, + 0.043301425874233246 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.002820563269779086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly overhead angle, focuses on a rough, dark brown ceramic pot set against a warm, dimly lit kitchen backdrop. Inside, a rich, inky Eight Treasures soup seethes fiercely. Dense bubbles swirl on the surface of the deep brown broth, each burst stirring the elusive medicinal ingredients within—plump red dates, dark red wolfberries, and sliced roots of various shapes—floating and tumbling in the simmering vortex. A warm, sidelight streams in, precisely capturing the thick, white steam curling and spreading from the pot's mouth. The steam forms a shifting, hazy cloud in the light, imbuing the image with a soft-focus quality. This light simultaneously carves a profound interplay of light and shadow on the pot's plain earthen surface, briefly penetrating the broth to illuminate the bubbling ingredients, creating a warm, focused, and healing atmosphere of tranquility.", + "seed": 2526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_4/index_8987_seed_2526_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04919034596532583, + "vlm_logprob": -0.04919034596532583, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.04919034596532583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22722570598125458 + ], + "opposite_logprob_tokens": [ + -1.602225661277771 + ], + "logprob_reward": -0.22722570598125458, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22722570598125458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2171018272638321, + 0.08764650672674179, + 0.0754309669137001, + 0.1179848164319992, + 0.1920636147260666, + 0.03167816251516342, + 0.07223283499479294, + 0.06522909551858902, + 0.03828461095690727, + 0.10234758257865906 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.22722570598125458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764752272516489 + ], + "opposite_logprob_tokens": [ + -4.882647514343262 + ], + "logprob_reward": -0.00764752272516489, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764752272516489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.342643141746521, + 0.058866407722234726, + 0.09774936735630035, + 0.08556336909532547, + 0.10174062103033066, + 0.049943044781684875, + 0.04438139125704765, + 0.057399213314056396, + 0.060772158205509186, + 0.10094130784273148 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.00764752272516489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036193120758980513 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036193120758980513, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036193120758980513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13612784445285797, + 0.23858816921710968, + 0.11437592655420303, + 0.13227827847003937, + 0.05072483420372009, + 0.03363882377743721, + 0.12306281924247742, + 0.030475420877337456, + 0.024409499019384384, + 0.11631838977336884 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0036193120758980513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2190641313791275, + 0.1435958445072174, + 0.10745128244161606, + 0.10573142766952515, + 0.10698945820331573, + 0.04761573672294617, + 0.035675015300512314, + 0.06478644162416458, + 0.06513124704360962, + 0.10395941138267517 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00463874451816082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a rough, dark brown ceramic pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are plump red dates, dark red wolfberries, and sliced roots visible floating in the deep brown broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a warm sidelight creating steam that forms a shifting, hazy cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a soft-focus quality with a warm, focused, and healing atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18174704909324646, + 0.13022011518478394, + 0.11174345016479492, + 0.12358846515417099, + 0.12118945270776749, + 0.042005907744169235, + 0.046692196279764175, + 0.07163216918706894, + 0.036985669285058975, + 0.13419556617736816 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0028204445261508226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_tensor([7326, 7326])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_tensor([7326, 7326])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..517aaaaac2b1ae6055d0ae02f82f660c3440dbc2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_tensor([7326, 7326])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing close-up focuses on a massive oak workbench in a sun-drenched ancient library. Warm afternoon sunlight streams through a tall, arched window, casting sharp beams of light through the air, illuminating the drifting dust and creating a tranquil, sacred atmosphere. An elderly librarian, wearing gold-rimmed glasses and with graying hair tied into a neat bun, is absorbed in her work. She wears a dark wool cardigan over an ivory high-necked shirt, and immaculate white cotton gloves, highlighting her professional and meticulous work. Before her lies a thick, crimson-leather-bound tome, its pages a fragile beige hue from the wear of time. Carefully supporting the pages with one hand, she holds a delicate restoration tool with the other, gently applying a small piece of translucent paper to a subtle tear in the page. Her movements are slow and precise, and her face reveals extreme concentration and awe. The whole picture, under the warm light and shadow, forms a focused portrait full of story and historical weight, conveying the infinite cherishment of knowledge and tradition.", + "seed": 21165, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_7326_seed_21165_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07374471370130778, + "vlm_logprob": -0.07374471370130778, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.07374471370130778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23503290116786957 + ], + "opposite_logprob_tokens": [ + -1.6100329160690308 + ], + "logprob_reward": -0.23503290116786957, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23503290116786957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2325824797153473, + 0.0632697194814682, + 0.15527254343032837, + 0.11986637860536575, + 0.10924999415874481, + 0.034876562654972076, + 0.04741552472114563, + 0.1444065421819687, + 0.03592536598443985, + 0.057134948670864105 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.23503290116786957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500461906194687 + ], + "opposite_logprob_tokens": [ + -2.930004596710205 + ], + "logprob_reward": -0.05500461906194687, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500461906194687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1469084918498993, + 0.11495352536439896, + 0.0945340096950531, + 0.05916023626923561, + 0.09079496562480927, + 0.07048549503087997, + 0.04727930948138237, + 0.08487723767757416, + 0.09901969134807587, + 0.1919870227575302 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05500461906194687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813275694847107 + ], + "opposite_logprob_tokens": [ + -3.288132667541504 + ], + "logprob_reward": -0.03813275694847107, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813275694847107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2635645866394043, + 0.11916766315698624, + 0.13029034435749054, + 0.06370553374290466, + 0.03506513312458992, + 0.0765608474612236, + 0.05358637869358063, + 0.07420606166124344, + 0.13092012703418732, + 0.052933353930711746 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.03813275694847107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210696332156658 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210696332156658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210696332156658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.211929589509964, + 0.24026449024677277, + 0.05374462902545929, + 0.026832340285182, + 0.10248877108097076, + 0.03225952386856079, + 0.043563034385442734, + 0.24303360283374786, + 0.02551342360675335, + 0.020370647311210632 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.014210696332156658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342594996094704 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342594996094704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342594996094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3181612491607666, + 0.19187165796756744, + 0.07475358247756958, + 0.04501379653811455, + 0.10682623088359833, + 0.06511551141738892, + 0.03324879705905914, + 0.04113772511482239, + 0.04791629686951637, + 0.0759551152586937 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026342594996094704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a massive oak workbench in a sun-drenched ancient library. Warm afternoon sunlight streams through a tall, arched window, casting sharp beams of light through the air, illuminating the drifting dust and creating a tranquil, sacred atmosphere. An elderly librarian, wearing gold-rimmed glasses and with graying hair tied into a neat bun, is absorbed in her work. She wears a dark wool cardigan over an ivory high-necked shirt, and immaculate white cotton gloves, highlighting her professional and meticulous work. Before her lies a thick, crimson-leather-bound tome, its pages a fragile beige hue from the wear of time. Carefully supporting the pages with one hand, she holds a delicate restoration tool with the other, gently applying a small piece of translucent paper to a subtle tear in the page. Her movements are slow and precise, and her face reveals extreme concentration and awe. The whole picture, under the warm light and shadow, forms a focused portrait full of story and historical weight, conveying the infinite cherishment of knowledge and tradition.", + "seed": 21166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_7326_seed_21166_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18567320983856916, + "vlm_logprob": -0.18567320983856916, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.18567320983856916, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.762063205242157 + ], + "opposite_logprob_tokens": [ + -0.637063205242157 + ], + "logprob_reward": -0.762063205242157, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.762063205242157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2162536084651947, + 0.04721049219369888, + 0.1591464877128601, + 0.06032472848892212, + 0.10861879587173462, + 0.09393563866615295, + 0.11173071712255478, + 0.016507865861058235, + 0.11695174872875214, + 0.06931997090578079 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.762063205242157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908428251743317 + ], + "opposite_logprob_tokens": [ + -2.4640843868255615 + ], + "logprob_reward": -0.08908428251743317, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908428251743317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05246316269040108, + 0.061453089118003845, + 0.07744602859020233, + 0.10916276276111603, + 0.06907384097576141, + 0.10516691207885742, + 0.08026739954948425, + 0.013684924691915512, + 0.38672396540641785, + 0.04455798491835594 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.08908428251743317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373025730252266 + ], + "opposite_logprob_tokens": [ + -3.4087302684783936 + ], + "logprob_reward": -0.03373025730252266, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373025730252266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15243718028068542, + 0.14580945670604706, + 0.18294934928417206, + 0.10870791971683502, + 0.06869083642959595, + 0.0636897161602974, + 0.06727887690067291, + 0.014014769345521927, + 0.1413613110780716, + 0.05506063997745514 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03373025730252266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979274045675993 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.00979274045675993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979274045675993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21204128861427307, + 0.029132461175322533, + 0.235946923494339, + 0.08142352104187012, + 0.062219180166721344, + 0.24789579212665558, + 0.022469284012913704, + 0.036551833152770996, + 0.02875669300556183, + 0.043563004583120346 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.00979274045675993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045402947813272476, + 0.08370034396648407, + 0.446336567401886, + 0.1239263042807579, + 0.05360879376530647, + 0.09688829630613327, + 0.041893359273672104, + 0.006430281326174736, + 0.08660245686769485, + 0.015210650861263275 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.033695563673973083 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a massive oak workbench in a sun-drenched ancient library. Warm afternoon sunlight streams through a tall, arched window, casting sharp beams of light through the air, illuminating the drifting dust and creating a tranquil, sacred atmosphere. An elderly librarian, wearing gold-rimmed glasses and with graying hair tied into a neat bun, is absorbed in her work. She wears a dark wool cardigan over an ivory high-necked shirt, and immaculate white cotton gloves, highlighting her professional and meticulous work. Before her lies a thick, crimson-leather-bound tome, its pages a fragile beige hue from the wear of time. Carefully supporting the pages with one hand, she holds a delicate restoration tool with the other, gently applying a small piece of translucent paper to a subtle tear in the page. Her movements are slow and precise, and her face reveals extreme concentration and awe. The whole picture, under the warm light and shadow, forms a focused portrait full of story and historical weight, conveying the infinite cherishment of knowledge and tradition.", + "seed": 21167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_7326_seed_21167_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16422747261822224, + "vlm_logprob": -0.16422747261822224, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.16422747261822224, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6961730122566223 + ], + "opposite_logprob_tokens": [ + -0.6961730122566223 + ], + "logprob_reward": -0.6961730122566223, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6961730122566223, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4989051818847656, + 0.030988698825240135, + 0.05969064310193062, + 0.04162649065256119, + 0.03860446810722351, + 0.02745523676276207, + 0.03961081802845001, + 0.19663631916046143, + 0.036924295127391815, + 0.02955779992043972 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.6961730122566223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813287243247032 + ], + "opposite_logprob_tokens": [ + -3.288132905960083 + ], + "logprob_reward": -0.03813287243247032, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813287243247032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42474645376205444, + 0.03522723913192749, + 0.050262123346328735, + 0.07362683862447739, + 0.04071195796132088, + 0.025609010830521584, + 0.09552446007728577, + 0.1830311417579651, + 0.038240253925323486, + 0.033020567148923874 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.03813287243247032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728066831827164 + ], + "opposite_logprob_tokens": [ + -3.4087281227111816 + ], + "logprob_reward": -0.033728066831827164, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728066831827164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4543437957763672, + 0.07286963611841202, + 0.06338907778263092, + 0.07530759274959564, + 0.05125879868865013, + 0.07721612602472305, + 0.056246764957904816, + 0.04733419045805931, + 0.05956454947590828, + 0.04246951639652252 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.033728066831827164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306941613554955 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306941613554955, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306941613554955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6385502815246582, + 0.03535198047757149, + 0.040128447115421295, + 0.036425624042749405, + 0.02483806200325489, + 0.04936128109693527, + 0.016353314742445946, + 0.09915239363908768, + 0.029748352244496346, + 0.030090300366282463 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.023306941613554955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979646995663643 + ], + "opposite_logprob_tokens": [ + -3.5297963619232178 + ], + "logprob_reward": -0.02979646995663643, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979646995663643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1229691132903099, + 0.047991976141929626, + 0.08764912933111191, + 0.06840994209051132, + 0.11005135625600815, + 0.0836469754576683, + 0.10164089500904083, + 0.2018468827009201, + 0.1269019991159439, + 0.04889178276062012 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02979646995663643 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a massive oak workbench in a sun-drenched ancient library. Warm afternoon sunlight streams through a tall, arched window, casting sharp beams of light through the air, illuminating the drifting dust and creating a tranquil, sacred atmosphere. An elderly librarian, wearing gold-rimmed glasses and with graying hair tied into a neat bun, is absorbed in her work. She wears a dark wool cardigan over an ivory high-necked shirt, and immaculate white cotton gloves, highlighting her professional and meticulous work. Before her lies a thick, crimson-leather-bound tome, its pages a fragile beige hue from the wear of time. Carefully supporting the pages with one hand, she holds a delicate restoration tool with the other, gently applying a small piece of translucent paper to a subtle tear in the page. Her movements are slow and precise, and her face reveals extreme concentration and awe. The whole picture, under the warm light and shadow, forms a focused portrait full of story and historical weight, conveying the infinite cherishment of knowledge and tradition.", + "seed": 21168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_5/index_7326_seed_21168_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06955477176234126, + "vlm_logprob": -0.06955477176234126, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.06955477176234126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23924438655376434 + ], + "opposite_logprob_tokens": [ + -1.6142443418502808 + ], + "logprob_reward": -0.23924438655376434, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23924438655376434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22773389518260956, + 0.1305561661720276, + 0.07974177598953247, + 0.07575011998414993, + 0.15410573780536652, + 0.09320247173309326, + 0.025001326575875282, + 0.020010506734251976, + 0.10179794579744339, + 0.09210006892681122 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.23924438655376434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020622828975319862 + ], + "opposite_logprob_tokens": [ + -3.895622730255127 + ], + "logprob_reward": -0.020622828975319862, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020622828975319862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2743243873119354, + 0.10662458837032318, + 0.13220512866973877, + 0.07702196389436722, + 0.12486620992422104, + 0.08366268873214722, + 0.08272651582956314, + 0.018347224220633507, + 0.05308176949620247, + 0.04713946208357811 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.020622828975319862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430787019431591 + ], + "opposite_logprob_tokens": [ + -3.168078660964966 + ], + "logprob_reward": -0.0430787019431591, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430787019431591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3310394585132599, + 0.09889283776283264, + 0.07952818274497986, + 0.10008186101913452, + 0.1805436760187149, + 0.0433843694627285, + 0.036177944391965866, + 0.01852383092045784, + 0.05660330131649971, + 0.05522459000349045 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0430787019431591 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742346566170454 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742346566170454, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742346566170454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26868313550949097, + 0.08187052607536316, + 0.06603214144706726, + 0.1316206157207489, + 0.07618068158626556, + 0.16645875573158264, + 0.024528132751584053, + 0.04753240570425987, + 0.06765630841255188, + 0.06943731755018234 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.006742346566170454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched ancient library featuring a massive oak workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly librarian with graying hair in a bun, wearing gold-rimmed glasses, a dark wool cardigan, an ivory high-necked shirt, and white cotton gloves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the librarian holding a thick crimson-leather-bound tome and using a delicate restoration tool to apply translucent paper to a tear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does warm afternoon sunlight stream through a tall arched window, casting sharp beams of light and illuminating drifting dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing close-up focused on the librarian and her work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808559477329254 + ], + "opposite_logprob_tokens": [ + -3.288085699081421 + ], + "logprob_reward": -0.03808559477329254, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808559477329254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2750298082828522, + 0.09308745712041855, + 0.09104739874601364, + 0.16892214119434357, + 0.08690265566110611, + 0.13293129205703735, + 0.050269659608602524, + 0.02985471487045288, + 0.03320720046758652, + 0.03874768316745758 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.03808559477329254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_tensor([979, 979])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_tensor([979, 979])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e0b0795fdb5dfbd6d1aaf28bf73f295cf818516a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_tensor([979, 979])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An unsteady handheld camera shot, shot slightly upward, captures a medium close-up of a character drawn in a flat illustration style, creating a tense documentary feel. The character's complexion is a sickly sallow complexion, with messy, clumpy black hair. Large, dark purple, semicircular eye bags hang beneath lifeless eyes, clearly conveying the haggardness of an extremely late night. Wearing a loose, dark gray T-shirt, he sits limply before a desk lamp emitting a harsh yellow glow. Behind him, the solid light blue wall casts a stark, hard-edged shadow. The image suddenly shakes violently with a violent, full-body convulsion. The character arches his back and trembles uncontrollably, as if struck by an invisible force. Then, he suddenly leans forward, his open mouth morphing into an exaggerated black oval, from which a massive, thick, opaque black gas erupts. This cloud of black energy, symbolizing extreme exhaustion, is composed of stylized swirling lines and stick-drawn skull motifs. It rapidly expands to occupy the majority of the frame, while the handheld camera retreats and slightly loses focus due to this sudden outburst. The entire process, captured through the shaky camera, takes on an eerie documentary quality, combining surreal visuals with the direct experience of physical collapse to create an atmosphere of extreme anxiety and exhaustion.", + "seed": 22167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_979_seed_22167_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029377878084778784, + "vlm_logprob": -0.029377878084778784, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.029377878084778784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03564972057938576 + ], + "opposite_logprob_tokens": [ + -3.4106497764587402 + ], + "logprob_reward": -0.03564972057938576, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03564972057938576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1267338991165161, + 0.04358451068401337, + 0.033013731241226196, + 0.03857109323143959, + 0.037980061024427414, + 0.06872517615556717, + 0.03772471472620964, + 0.20766885578632355, + 0.2099437266588211, + 0.19605420529842377 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.03564972057938576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331707254052162 + ], + "opposite_logprob_tokens": [ + -3.7733170986175537 + ], + "logprob_reward": -0.02331707254052162, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331707254052162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18245910108089447, + 0.0888563022017479, + 0.030830059200525284, + 0.07991471141576767, + 0.049926064908504486, + 0.056957367807626724, + 0.05094246566295624, + 0.1368972510099411, + 0.1521603912115097, + 0.17105622589588165 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.02331707254052162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739978212863207 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739978212863207, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739978212863207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19941474497318268, + 0.08890626579523087, + 0.06104586645960808, + 0.05570729076862335, + 0.0985434353351593, + 0.10420720279216766, + 0.029440058395266533, + 0.12312927097082138, + 0.10024898499250412, + 0.1393568366765976 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.006739978212863207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09826639294624329, + 0.0447482131421566, + 0.05166557803750038, + 0.04263555258512497, + 0.05554254725575447, + 0.08630724251270294, + 0.05155051127076149, + 0.1443682163953781, + 0.22198843955993652, + 0.20292726159095764 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898514717817307 + ], + "opposite_logprob_tokens": [ + -2.5789852142333984 + ], + "logprob_reward": -0.07898514717817307, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898514717817307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11685843020677567, + 0.032969214022159576, + 0.03254343569278717, + 0.046945273876190186, + 0.056405697017908096, + 0.2918938994407654, + 0.023018427193164825, + 0.11230567842721939, + 0.11592546850442886, + 0.17113448679447174 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.07898514717817307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady handheld camera shot, shot slightly upward, captures a medium close-up of a character drawn in a flat illustration style, creating a tense documentary feel. The character's complexion is a sickly sallow complexion, with messy, clumpy black hair. Large, dark purple, semicircular eye bags hang beneath lifeless eyes, clearly conveying the haggardness of an extremely late night. Wearing a loose, dark gray T-shirt, he sits limply before a desk lamp emitting a harsh yellow glow. Behind him, the solid light blue wall casts a stark, hard-edged shadow. The image suddenly shakes violently with a violent, full-body convulsion. The character arches his back and trembles uncontrollably, as if struck by an invisible force. Then, he suddenly leans forward, his open mouth morphing into an exaggerated black oval, from which a massive, thick, opaque black gas erupts. This cloud of black energy, symbolizing extreme exhaustion, is composed of stylized swirling lines and stick-drawn skull motifs. It rapidly expands to occupy the majority of the frame, while the handheld camera retreats and slightly loses focus due to this sudden outburst. The entire process, captured through the shaky camera, takes on an eerie documentary quality, combining surreal visuals with the direct experience of physical collapse to create an atmosphere of extreme anxiety and exhaustion.", + "seed": 22168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_979_seed_22168_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021593383653089403, + "vlm_logprob": -0.021593383653089403, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.021593383653089403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011744758114218712 + ], + "opposite_logprob_tokens": [ + -4.636744976043701 + ], + "logprob_reward": -0.011744758114218712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011744758114218712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13356561958789825, + 0.10347096621990204, + 0.11402079463005066, + 0.0636935904622078, + 0.18526418507099152, + 0.02356760762631893, + 0.03612648323178291, + 0.03490022197365761, + 0.12820245325565338, + 0.17718805372714996 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.011744758114218712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109820231795311 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.01109820231795311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109820231795311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2450897991657257, + 0.0906895101070404, + 0.11063326895236969, + 0.05467833951115608, + 0.094540074467659, + 0.03674956411123276, + 0.034282051026821136, + 0.062373384833335876, + 0.12202838808298111, + 0.14893566071987152 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01109820231795311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590364933013916 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590364933013916, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590364933013916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0773003026843071, + 0.06187082454562187, + 0.0917896181344986, + 0.05443843454122543, + 0.44878196716308594, + 0.06712086498737335, + 0.08590977638959885, + 0.02616165392100811, + 0.04171861708164215, + 0.04490788280963898 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.020590364933013916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024895647075027227 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024895647075027227, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024895647075027227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14370186626911163, + 0.05914239212870598, + 0.09346023201942444, + 0.06437871605157852, + 0.12973228096961975, + 0.059403419494628906, + 0.14210104942321777, + 0.04197384789586067, + 0.11068428307771683, + 0.1554219275712967 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0024895647075027227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204402819275856 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.06204402819275856, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204402819275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13883502781391144, + 0.08372291922569275, + 0.0702541247010231, + 0.06453417986631393, + 0.08995604515075684, + 0.05264259874820709, + 0.06719107925891876, + 0.2273503988981247, + 0.10419970750808716, + 0.10131389647722244 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.06204402819275856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady handheld camera shot, shot slightly upward, captures a medium close-up of a character drawn in a flat illustration style, creating a tense documentary feel. The character's complexion is a sickly sallow complexion, with messy, clumpy black hair. Large, dark purple, semicircular eye bags hang beneath lifeless eyes, clearly conveying the haggardness of an extremely late night. Wearing a loose, dark gray T-shirt, he sits limply before a desk lamp emitting a harsh yellow glow. Behind him, the solid light blue wall casts a stark, hard-edged shadow. The image suddenly shakes violently with a violent, full-body convulsion. The character arches his back and trembles uncontrollably, as if struck by an invisible force. Then, he suddenly leans forward, his open mouth morphing into an exaggerated black oval, from which a massive, thick, opaque black gas erupts. This cloud of black energy, symbolizing extreme exhaustion, is composed of stylized swirling lines and stick-drawn skull motifs. It rapidly expands to occupy the majority of the frame, while the handheld camera retreats and slightly loses focus due to this sudden outburst. The entire process, captured through the shaky camera, takes on an eerie documentary quality, combining surreal visuals with the direct experience of physical collapse to create an atmosphere of extreme anxiety and exhaustion.", + "seed": 22169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_979_seed_22169_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02235552538186312, + "vlm_logprob": -0.02235552538186312, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02235552538186312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03729209676384926 + ], + "opposite_logprob_tokens": [ + -3.412292003631592 + ], + "logprob_reward": -0.03729209676384926, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03729209676384926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061982858926057816, + 0.05797453969717026, + 0.05727309361100197, + 0.05778273567557335, + 0.047159090638160706, + 0.038119569420814514, + 0.07253682613372803, + 0.06835523992776871, + 0.3376753330230713, + 0.20114068686962128 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.03729209676384926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060099132359028 + ], + "opposite_logprob_tokens": [ + -3.8956010341644287 + ], + "logprob_reward": -0.02060099132359028, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060099132359028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10067514330148697, + 0.03134135901927948, + 0.018512845039367676, + 0.03467946499586105, + 0.041037559509277344, + 0.030378682538866997, + 0.03845056891441345, + 0.05104398727416992, + 0.15711991488933563, + 0.4967604875564575 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02060099132359028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076352194882929325 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.0076352194882929325, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076352194882929325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10694659501314163, + 0.13023784756660461, + 0.15386052429676056, + 0.10759295523166656, + 0.11355743557214737, + 0.12443409115076065, + 0.05456387624144554, + 0.03758400306105614, + 0.11364606767892838, + 0.05757660046219826 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.0076352194882929325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1344398707151413, + 0.04300694167613983, + 0.13652265071868896, + 0.09116529673337936, + 0.043023478239774704, + 0.030510379001498222, + 0.04426553472876549, + 0.09014442563056946, + 0.12089823931455612, + 0.26602309942245483 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305746406316757 + ], + "opposite_logprob_tokens": [ + -3.168057441711426 + ], + "logprob_reward": -0.04305746406316757, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305746406316757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10364380478858948, + 0.04490447789430618, + 0.04309237375855446, + 0.28181353211402893, + 0.09781219810247421, + 0.06286466121673584, + 0.0718541368842125, + 0.07005070149898529, + 0.09764046967029572, + 0.1263236701488495 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.04305746406316757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady handheld camera shot, shot slightly upward, captures a medium close-up of a character drawn in a flat illustration style, creating a tense documentary feel. The character's complexion is a sickly sallow complexion, with messy, clumpy black hair. Large, dark purple, semicircular eye bags hang beneath lifeless eyes, clearly conveying the haggardness of an extremely late night. Wearing a loose, dark gray T-shirt, he sits limply before a desk lamp emitting a harsh yellow glow. Behind him, the solid light blue wall casts a stark, hard-edged shadow. The image suddenly shakes violently with a violent, full-body convulsion. The character arches his back and trembles uncontrollably, as if struck by an invisible force. Then, he suddenly leans forward, his open mouth morphing into an exaggerated black oval, from which a massive, thick, opaque black gas erupts. This cloud of black energy, symbolizing extreme exhaustion, is composed of stylized swirling lines and stick-drawn skull motifs. It rapidly expands to occupy the majority of the frame, while the handheld camera retreats and slightly loses focus due to this sudden outburst. The entire process, captured through the shaky camera, takes on an eerie documentary quality, combining surreal visuals with the direct experience of physical collapse to create an atmosphere of extreme anxiety and exhaustion.", + "seed": 22170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_6/index_979_seed_22170_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03469354552216828, + "vlm_logprob": -0.03469354552216828, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03469354552216828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03588114306330681 + ], + "opposite_logprob_tokens": [ + -3.4108810424804688 + ], + "logprob_reward": -0.03588114306330681, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03588114306330681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19122187793254852, + 0.260187029838562, + 0.07814912497997284, + 0.05938718095421791, + 0.039424579590559006, + 0.0884644165635109, + 0.09008323401212692, + 0.08073677867650986, + 0.029079534113407135, + 0.0832662433385849 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03588114306330681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089249402284622 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089249402284622, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089249402284622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36881470680236816, + 0.11612724512815475, + 0.07249122858047485, + 0.04005229473114014, + 0.03545762971043587, + 0.05964956432580948, + 0.15854257345199585, + 0.060740068554878235, + 0.03875865042209625, + 0.0493660569190979 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016089249402284622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865943267941475 + ], + "opposite_logprob_tokens": [ + -3.048659324645996 + ], + "logprob_reward": -0.04865943267941475, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865943267941475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13072963058948517, + 0.1762336790561676, + 0.18689118325710297, + 0.11740636080503464, + 0.09411100298166275, + 0.1262919008731842, + 0.056718822568655014, + 0.04850298538804054, + 0.03637510538101196, + 0.02673942781984806 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04865943267941475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1322147250175476, + 0.11018998920917511, + 0.11930186301469803, + 0.045549750328063965, + 0.049058251082897186, + 0.06626672297716141, + 0.12753649055957794, + 0.20279143750667572, + 0.03813359513878822, + 0.1089571863412857 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.002820087829604745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character drawn in a flat illustration style with messy, clumpy black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character have large, dark purple, semicircular eye bags beneath lifeless eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a loose, dark gray T-shirt and sitting before a desk lamp emitting a harsh yellow glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character arch his back, tremble, and then lean forward with an open mouth morphing into a black oval from which thick black gas erupts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unsteady and handheld, retreating and losing focus as the black gas expands to occupy the majority of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001781463623047 + ], + "opposite_logprob_tokens": [ + -2.6950178146362305 + ], + "logprob_reward": -0.07001781463623047, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001781463623047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10603590309619904, + 0.073448047041893, + 0.17968271672725677, + 0.04668683186173439, + 0.027951622381806374, + 0.21517765522003174, + 0.15543802082538605, + 0.06336451321840286, + 0.043497808277606964, + 0.08871692419052124 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.07001781463623047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_tensor([8437, 8437])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_tensor([8437, 8437])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9fbd25d5ba8de154aa4be068df304e01ce5d7607 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_tensor([8437, 8437])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a dramatic low-angle close-up, the camera remains perfectly static, focused on a sleek, pure black cat, poised to strike. Its body, hunched against the ground, is a spring of tense muscles and latent energy. A single, harsh key light from the side carves its form out of the deep surrounding shadows, creating a stark effect of black and white contrast. Bright highlights outline its sleek fur and powerful rump, while the rest of its form dissolves into an impenetrable black void. Its ears are pinned back, and its wide, luminous green eyes, with pupils dilated to an abnormally black, stare unwaveringly at an unseen target just beyond the frame. The only perceptible movement is a slow, deliberate twitch of the tip of its tail, a minute betrayal of the deadly force it is about to unleash, creating an atmosphere of palpable suspense and predatory focus.", + "seed": 6173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_8437_seed_6173_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26975136436522007, + "vlm_logprob": -0.26975136436522007, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.26975136436522007, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23421353101730347 + ], + "opposite_logprob_tokens": [ + -1.8592135906219482 + ], + "logprob_reward": -0.23421353101730347, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.23421353101730347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28270798921585083, + 0.0854237824678421, + 0.08052806556224823, + 0.09595771878957748, + 0.057821422815322876, + 0.0724879652261734, + 0.11133811622858047, + 0.09308604896068573, + 0.09260670840740204, + 0.028042176738381386 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.23421353101730347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539659261703491 + ], + "opposite_logprob_tokens": [ + -0.4289659559726715 + ], + "logprob_reward": -1.0539659261703491, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539659261703491, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3158968389034271, + 0.24336092174053192, + 0.12463683634996414, + 0.09018658846616745, + 0.04506330564618111, + 0.07550571858882904, + 0.031264644116163254, + 0.019976379349827766, + 0.02152360789477825, + 0.032585110515356064 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.0539659261703491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558192014694214 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012558192014694214, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558192014694214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20017333328723907, + 0.3301790952682495, + 0.12237364798784256, + 0.10623989254236221, + 0.11678068339824677, + 0.021570250391960144, + 0.03320745378732681, + 0.019566740840673447, + 0.04107879847288132, + 0.00883014127612114 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012558192014694214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820661872625351 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820661872625351, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820661872625351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2376457303762436, + 0.28404363989830017, + 0.0943666398525238, + 0.08279338479042053, + 0.1150408387184143, + 0.050719957798719406, + 0.05033249408006668, + 0.01978536695241928, + 0.025810034945607185, + 0.039461899548769 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.01820661872625351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812553897500038 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.029812553897500038, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812553897500038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29413291811943054, + 0.19867058098316193, + 0.08154310286045074, + 0.07563881576061249, + 0.12474086135625839, + 0.05235605686903, + 0.07989876717329025, + 0.04470499977469444, + 0.026865163818001747, + 0.021448634564876556 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.029812553897500038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dramatic low-angle close-up, the camera remains perfectly static, focused on a sleek, pure black cat, poised to strike. Its body, hunched against the ground, is a spring of tense muscles and latent energy. A single, harsh key light from the side carves its form out of the deep surrounding shadows, creating a stark effect of black and white contrast. Bright highlights outline its sleek fur and powerful rump, while the rest of its form dissolves into an impenetrable black void. Its ears are pinned back, and its wide, luminous green eyes, with pupils dilated to an abnormally black, stare unwaveringly at an unseen target just beyond the frame. The only perceptible movement is a slow, deliberate twitch of the tip of its tail, a minute betrayal of the deadly force it is about to unleash, creating an atmosphere of palpable suspense and predatory focus.", + "seed": 6174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_8437_seed_6174_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4113043434917927, + "vlm_logprob": -0.4113043434917927, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.4113043434917927, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7534376382827759 + ], + "opposite_logprob_tokens": [ + -0.7534376382827759 + ], + "logprob_reward": -0.7534376382827759, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7534376382827759, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24909591674804688, + 0.12902192771434784, + 0.0459807924926281, + 0.02655080147087574, + 0.08014997094869614, + 0.08905920386314392, + 0.10250724107027054, + 0.05450478568673134, + 0.15044669806957245, + 0.07268261909484863 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.7534376382827759 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371806859970093 + ], + "opposite_logprob_tokens": [ + -0.3871806561946869 + ], + "logprob_reward": -1.1371806859970093, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371806859970093, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09527371823787689, + 0.03762426972389221, + 0.19778870046138763, + 0.02060452289879322, + 0.029419250786304474, + 0.056879207491874695, + 0.0312674418091774, + 0.2020399421453476, + 0.19343847036361694, + 0.1356644183397293 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -1.1371806859970093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700753852725029 + ], + "opposite_logprob_tokens": [ + -2.695075273513794 + ], + "logprob_reward": -0.0700753852725029, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700753852725029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10831531137228012, + 0.16370539367198944, + 0.1848531812429428, + 0.05468340590596199, + 0.15644963085651398, + 0.07002943754196167, + 0.04337601736187935, + 0.04472379758954048, + 0.05986765772104263, + 0.11399621516466141 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0700753852725029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374443203210831 + ], + "opposite_logprob_tokens": [ + -3.4087443351745605 + ], + "logprob_reward": -0.03374443203210831, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374443203210831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2689160704612732, + 0.25254711508750916, + 0.03186506778001785, + 0.03915289416909218, + 0.039451926946640015, + 0.06622673571109772, + 0.16353078186511993, + 0.05877748131752014, + 0.044938791543245316, + 0.03459315001964569 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03374443203210831 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208357587456703 + ], + "opposite_logprob_tokens": [ + -2.8120834827423096 + ], + "logprob_reward": -0.06208357587456703, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208357587456703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17811943590641022, + 0.171929731965065, + 0.2636127471923828, + 0.02325136959552765, + 0.20026443898677826, + 0.02978157065808773, + 0.02493499033153057, + 0.03595131263136864, + 0.027437608689069748, + 0.04471677541732788 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.06208357587456703 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dramatic low-angle close-up, the camera remains perfectly static, focused on a sleek, pure black cat, poised to strike. Its body, hunched against the ground, is a spring of tense muscles and latent energy. A single, harsh key light from the side carves its form out of the deep surrounding shadows, creating a stark effect of black and white contrast. Bright highlights outline its sleek fur and powerful rump, while the rest of its form dissolves into an impenetrable black void. Its ears are pinned back, and its wide, luminous green eyes, with pupils dilated to an abnormally black, stare unwaveringly at an unseen target just beyond the frame. The only perceptible movement is a slow, deliberate twitch of the tip of its tail, a minute betrayal of the deadly force it is about to unleash, creating an atmosphere of palpable suspense and predatory focus.", + "seed": 6175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_8437_seed_6175_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2951927240937948, + "vlm_logprob": -0.2951927240937948, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2951927240937948, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5185049772262573 + ], + "opposite_logprob_tokens": [ + -1.0185049772262573 + ], + "logprob_reward": -0.5185049772262573, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5185049772262573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10625521838665009, + 0.049188025295734406, + 0.028760230168700218, + 0.2463754564523697, + 0.03629455342888832, + 0.14063632488250732, + 0.10916192829608917, + 0.14103081822395325, + 0.11468055844306946, + 0.02761690691113472 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.5185049772262573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984309434890747 + ], + "opposite_logprob_tokens": [ + -0.5234309434890747 + ], + "logprob_reward": -0.8984309434890747, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984309434890747, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06988614797592163, + 0.09757976233959198, + 0.04842441901564598, + 0.1830068677663803, + 0.029738614335656166, + 0.3110942542552948, + 0.0993122085928917, + 0.02718309499323368, + 0.08739984035491943, + 0.046374786645174026 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.8984309434890747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091247200965881 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091247200965881, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091247200965881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11441493779420853, + 0.0671747624874115, + 0.06420448422431946, + 0.350959450006485, + 0.028449999168515205, + 0.17522841691970825, + 0.028115009889006615, + 0.02587176486849785, + 0.09017818421125412, + 0.05540299043059349 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.011091247200965881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216454699635506 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216454699635506, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216454699635506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1537330001592636, + 0.12985962629318237, + 0.05498690903186798, + 0.1210232600569725, + 0.059527646750211716, + 0.20903785526752472, + 0.13987210392951965, + 0.08594723790884018, + 0.0200300682336092, + 0.025982312858104706 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.014216454699635506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719997853040695 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.033719997853040695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719997853040695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035365235060453415, + 0.026347946375608444, + 0.04515935853123665, + 0.10827632248401642, + 0.016250867396593094, + 0.4679306745529175, + 0.05618632212281227, + 0.06748495995998383, + 0.12318005412817001, + 0.0538182333111763 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.033719997853040695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dramatic low-angle close-up, the camera remains perfectly static, focused on a sleek, pure black cat, poised to strike. Its body, hunched against the ground, is a spring of tense muscles and latent energy. A single, harsh key light from the side carves its form out of the deep surrounding shadows, creating a stark effect of black and white contrast. Bright highlights outline its sleek fur and powerful rump, while the rest of its form dissolves into an impenetrable black void. Its ears are pinned back, and its wide, luminous green eyes, with pupils dilated to an abnormally black, stare unwaveringly at an unseen target just beyond the frame. The only perceptible movement is a slow, deliberate twitch of the tip of its tail, a minute betrayal of the deadly force it is about to unleash, creating an atmosphere of palpable suspense and predatory focus.", + "seed": 6176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_7/index_8437_seed_6176_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.29947285130620005, + "vlm_logprob": -0.29947285130620005, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.29947285130620005, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19872795045375824 + ], + "opposite_logprob_tokens": [ + -1.9487279653549194 + ], + "logprob_reward": -0.19872795045375824, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19872795045375824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3647862374782562, + 0.03227528929710388, + 0.011453058570623398, + 0.020543172955513, + 0.04589756578207016, + 0.39847007393836975, + 0.06393174082040787, + 0.013743988238275051, + 0.032516829669475555, + 0.016382059082388878 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.19872795045375824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236990928649902 + ], + "opposite_logprob_tokens": [ + -0.34869906306266785 + ], + "logprob_reward": -1.2236990928649902, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236990928649902, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04440843686461449, + 0.02715681493282318, + 0.029908735305070877, + 0.04156573861837387, + 0.16628581285476685, + 0.19879160821437836, + 0.38275960087776184, + 0.04268092289566994, + 0.040417373180389404, + 0.026024989783763885 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -1.2236990928649902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061033435165882 + ], + "opposite_logprob_tokens": [ + -3.8956103324890137 + ], + "logprob_reward": -0.02061033435165882, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061033435165882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09089528024196625, + 0.06540041416883469, + 0.021534619852900505, + 0.012073926627635956, + 0.13005252182483673, + 0.388530969619751, + 0.02608746476471424, + 0.040115199983119965, + 0.022188758477568626, + 0.20312079787254333 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.02061033435165882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373394533991814 + ], + "opposite_logprob_tokens": [ + -3.40873384475708 + ], + "logprob_reward": -0.03373394533991814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373394533991814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39465028047561646, + 0.024621253833174706, + 0.03754185885190964, + 0.041744209825992584, + 0.26191246509552, + 0.035688795149326324, + 0.05319279059767723, + 0.018468867987394333, + 0.05858180671930313, + 0.07359767705202103 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.03373394533991814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly static with no movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a sleek, pure black cat with hunched posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by a single harsh key light from the side creating stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cat's ears pinned back and its eyes wide with luminous green irises and dilated black pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592933520674706 + ], + "opposite_logprob_tokens": [ + -3.8955929279327393 + ], + "logprob_reward": -0.020592933520674706, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592933520674706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21421685814857483, + 0.02248317562043667, + 0.02844678796827793, + 0.04543421044945717, + 0.09979328513145447, + 0.12296955287456512, + 0.07469678670167923, + 0.07006892561912537, + 0.1013888418674469, + 0.22050152719020844 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.020592933520674706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_tensor([2101, 2101])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_tensor([2101, 2101])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d6d4dddaad461237aa03f6859d0679e3ed07257 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_tensor([2101, 2101])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed macro lens, tightly framed from a slightly elevated angle, maintains stillness, capturing micro-movements in extreme slow motion. The scene is set on a dark, immaculately polished slate surface, reflecting clean, bright studio light like a black mirror. At the center of the frame lies a pale beige cube of freeze-dried chicken, its geometric shape characterized by a highly porous, lightweight texture. From the edge of the frame, a playful kitten's paw, with a mix of soft ginger and white fur, enters the scene, each hair displaying a crystal-sharpness, from the longer guard hairs to the soft undercoat. The paw's soft pink pad makes contact with the cube, slowing the impact to a hypnotic speed; the pad compresses minutely, decisively allowing the lightweight cube to glide across the polished surface. Upon impact, a delicate, ethereal cloud of delicious dust erupts from the cube, fine particles tumbling outward, catching the bright light and momentarily suspended in the air like a miniature cloud. As the cube tumbles and slides, its rough texture rubs against the smooth stone slabs, leaving a light, dusty trail behind, creating a visually stunning and delightful atmosphere that transforms a simple, playful act into a spectacle of texture, light, and movement.", + "seed": 27108, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_2101_seed_27108_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03598754950799048, + "vlm_logprob": -0.03598754950799048, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.03598754950799048, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06725241243839264 + ], + "opposite_logprob_tokens": [ + -3.3172523975372314 + ], + "logprob_reward": -0.06725241243839264, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.06725241243839264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21173785626888275, + 0.11550907790660858, + 0.07087273895740509, + 0.09543057531118393, + 0.06517989188432693, + 0.05288621410727501, + 0.0733356773853302, + 0.08649560809135437, + 0.15618003904819489, + 0.07237237691879272 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.06725241243839264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034170001745224 + ], + "opposite_logprob_tokens": [ + -2.350341796875 + ], + "logprob_reward": -0.10034170001745224, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034170001745224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15404142439365387, + 0.07178080081939697, + 0.10238325595855713, + 0.0626283660531044, + 0.0640265941619873, + 0.14272473752498627, + 0.05422842875123024, + 0.087747722864151, + 0.05646833777427673, + 0.20397035777568817 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.10034170001745224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015231685247272253 + ], + "opposite_logprob_tokens": [ + -6.501523017883301 + ], + "logprob_reward": -0.0015231685247272253, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015231685247272253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21058040857315063, + 0.05791271850466728, + 0.25058984756469727, + 0.027528220787644386, + 0.08199375867843628, + 0.04176665470004082, + 0.04590381681919098, + 0.10305149108171463, + 0.10596831887960434, + 0.07470473647117615 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0015231685247272253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031956578604876995 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.0031956578604876995, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031956578604876995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08577888458967209, + 0.039776965975761414, + 0.07285788655281067, + 0.03733537346124649, + 0.028522439301013947, + 0.04325999319553375, + 0.1514534205198288, + 0.40783607959747314, + 0.08835994452238083, + 0.04481898620724678 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.0031956578604876995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29495564103126526, + 0.04368225112557411, + 0.1827237904071808, + 0.21526166796684265, + 0.04429500550031662, + 0.0317414253950119, + 0.020397193729877472, + 0.03057180345058441, + 0.09787997603416443, + 0.03849124163389206 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007624808698892593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed macro lens, tightly framed from a slightly elevated angle, maintains stillness, capturing micro-movements in extreme slow motion. The scene is set on a dark, immaculately polished slate surface, reflecting clean, bright studio light like a black mirror. At the center of the frame lies a pale beige cube of freeze-dried chicken, its geometric shape characterized by a highly porous, lightweight texture. From the edge of the frame, a playful kitten's paw, with a mix of soft ginger and white fur, enters the scene, each hair displaying a crystal-sharpness, from the longer guard hairs to the soft undercoat. The paw's soft pink pad makes contact with the cube, slowing the impact to a hypnotic speed; the pad compresses minutely, decisively allowing the lightweight cube to glide across the polished surface. Upon impact, a delicate, ethereal cloud of delicious dust erupts from the cube, fine particles tumbling outward, catching the bright light and momentarily suspended in the air like a miniature cloud. As the cube tumbles and slides, its rough texture rubs against the smooth stone slabs, leaving a light, dusty trail behind, creating a visually stunning and delightful atmosphere that transforms a simple, playful act into a spectacle of texture, light, and movement.", + "seed": 27109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_2101_seed_27109_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12095085347536952, + "vlm_logprob": -0.12095085347536952, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.12095085347536952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06719233840703964 + ], + "opposite_logprob_tokens": [ + -3.567192316055298 + ], + "logprob_reward": -0.06719233840703964, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.06719233840703964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0664941668510437, + 0.025885138660669327, + 0.053394656628370285, + 0.07499679923057556, + 0.11254516988992691, + 0.11252295225858688, + 0.06547365337610245, + 0.028452740982174873, + 0.1271784007549286, + 0.33305633068084717 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06719233840703964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233497619628906 + ], + "opposite_logprob_tokens": [ + -0.8983497619628906 + ], + "logprob_reward": -0.5233497619628906, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233497619628906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08309926837682724, + 0.08468808233737946, + 0.07119081914424896, + 0.0420059897005558, + 0.037977103143930435, + 0.050806764513254166, + 0.1183743104338646, + 0.01932925544679165, + 0.42067524790763855, + 0.0718531683087349 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.5233497619628906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653285913169384 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653285913169384, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653285913169384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03663834184408188, + 0.03591470792889595, + 0.03324516490101814, + 0.04300433024764061, + 0.028443053364753723, + 0.05252734571695328, + 0.05656394734978676, + 0.06364990770816803, + 0.5842998623847961, + 0.06571333855390549 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.008653285913169384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019446763908490539 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019446763908490539, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019446763908490539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050192173570394516, + 0.03907684236764908, + 0.059789761900901794, + 0.06513947993516922, + 0.05911250412464142, + 0.07885788381099701, + 0.43525585532188416, + 0.06386685371398926, + 0.062406979501247406, + 0.08630171418190002 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.0019446763908490539 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361420470289886 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.00361420470289886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361420470289886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04570477083325386, + 0.03180772438645363, + 0.027521556243300438, + 0.03562265262007713, + 0.08313409984111786, + 0.21416594088077545, + 0.1393064558506012, + 0.062113989144563675, + 0.2519714832305908, + 0.1086512953042984 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.00361420470289886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed macro lens, tightly framed from a slightly elevated angle, maintains stillness, capturing micro-movements in extreme slow motion. The scene is set on a dark, immaculately polished slate surface, reflecting clean, bright studio light like a black mirror. At the center of the frame lies a pale beige cube of freeze-dried chicken, its geometric shape characterized by a highly porous, lightweight texture. From the edge of the frame, a playful kitten's paw, with a mix of soft ginger and white fur, enters the scene, each hair displaying a crystal-sharpness, from the longer guard hairs to the soft undercoat. The paw's soft pink pad makes contact with the cube, slowing the impact to a hypnotic speed; the pad compresses minutely, decisively allowing the lightweight cube to glide across the polished surface. Upon impact, a delicate, ethereal cloud of delicious dust erupts from the cube, fine particles tumbling outward, catching the bright light and momentarily suspended in the air like a miniature cloud. As the cube tumbles and slides, its rough texture rubs against the smooth stone slabs, leaving a light, dusty trail behind, creating a visually stunning and delightful atmosphere that transforms a simple, playful act into a spectacle of texture, light, and movement.", + "seed": 27110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_2101_seed_27110_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08377945395186544, + "vlm_logprob": -0.08377945395186544, + "vlm_yes_no_margin": 4.299999988079071, + "vlm_token_credit": -0.08377945395186544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09659726917743683 + ], + "opposite_logprob_tokens": [ + -2.971597194671631 + ], + "logprob_reward": -0.09659726917743683, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.09659726917743683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1087459996342659, + 0.03744557872414589, + 0.036285921931266785, + 0.043326955288648605, + 0.14213809370994568, + 0.13841448724269867, + 0.12992167472839355, + 0.18070973455905914, + 0.14919817447662354, + 0.03381339833140373 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.09659726917743683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134973645210266 + ], + "opposite_logprob_tokens": [ + -1.3134973049163818 + ], + "logprob_reward": -0.3134973645210266, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134973645210266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1505083441734314, + 0.027246594429016113, + 0.020344819873571396, + 0.07065220922231674, + 0.315182089805603, + 0.07240652292966843, + 0.09321760386228561, + 0.06261058896780014, + 0.14482882618904114, + 0.043002378195524216 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.3134973645210266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025034775026142597 + ], + "opposite_logprob_tokens": [ + -6.002503395080566 + ], + "logprob_reward": -0.0025034775026142597, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025034775026142597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3152264356613159, + 0.03246084973216057, + 0.025501301512122154, + 0.04631851240992546, + 0.19436849653720856, + 0.06299610435962677, + 0.10916458070278168, + 0.1246354877948761, + 0.06941337883472443, + 0.01991485059261322 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0025034775026142597 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022038952447474003 + ], + "opposite_logprob_tokens": [ + -6.127203941345215 + ], + "logprob_reward": -0.0022038952447474003, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022038952447474003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18338768184185028, + 0.07793320715427399, + 0.017266562208533287, + 0.09620724618434906, + 0.2018883228302002, + 0.031480465084314346, + 0.15047161281108856, + 0.1807890236377716, + 0.047556791454553604, + 0.01301911287009716 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0022038952447474003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16322293877601624, + 0.03921252489089966, + 0.046295978128910065, + 0.06609944254159927, + 0.05785977840423584, + 0.04496394842863083, + 0.22656303644180298, + 0.2847200632095337, + 0.037839487195014954, + 0.03322283923625946 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004095263313502073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed macro lens, tightly framed from a slightly elevated angle, maintains stillness, capturing micro-movements in extreme slow motion. The scene is set on a dark, immaculately polished slate surface, reflecting clean, bright studio light like a black mirror. At the center of the frame lies a pale beige cube of freeze-dried chicken, its geometric shape characterized by a highly porous, lightweight texture. From the edge of the frame, a playful kitten's paw, with a mix of soft ginger and white fur, enters the scene, each hair displaying a crystal-sharpness, from the longer guard hairs to the soft undercoat. The paw's soft pink pad makes contact with the cube, slowing the impact to a hypnotic speed; the pad compresses minutely, decisively allowing the lightweight cube to glide across the polished surface. Upon impact, a delicate, ethereal cloud of delicious dust erupts from the cube, fine particles tumbling outward, catching the bright light and momentarily suspended in the air like a miniature cloud. As the cube tumbles and slides, its rough texture rubs against the smooth stone slabs, leaving a light, dusty trail behind, creating a visually stunning and delightful atmosphere that transforms a simple, playful act into a spectacle of texture, light, and movement.", + "seed": 27111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_8/index_2101_seed_27111_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20145990364253522, + "vlm_logprob": -0.20145990364253522, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.20145990364253522, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16402468085289001 + ], + "opposite_logprob_tokens": [ + -2.289024591445923 + ], + "logprob_reward": -0.16402468085289001, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.16402468085289001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21506555378437042, + 0.12320110946893692, + 0.056084491312503815, + 0.04353928938508034, + 0.09980063885450363, + 0.07175707817077637, + 0.08995715528726578, + 0.10044201463460922, + 0.07290611416101456, + 0.12724661827087402 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.16402468085289001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826167643070221 + ], + "opposite_logprob_tokens": [ + -0.576167643070221 + ], + "logprob_reward": -0.826167643070221, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826167643070221, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11201294511556625, + 0.05988853797316551, + 0.0569140799343586, + 0.2683258652687073, + 0.08170795440673828, + 0.03858973830938339, + 0.14633649587631226, + 0.027981113642454147, + 0.03522440046072006, + 0.17301881313323975 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.826167643070221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008660613559186459 + ], + "opposite_logprob_tokens": [ + -4.758660793304443 + ], + "logprob_reward": -0.008660613559186459, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008660613559186459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025968603789806366, + 0.06263919919729233, + 0.14070004224777222, + 0.3704879581928253, + 0.042326442897319794, + 0.08025693893432617, + 0.06628179550170898, + 0.05508733540773392, + 0.012997833080589771, + 0.14325383305549622 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.008660613559186459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024966993369162083 + ], + "opposite_logprob_tokens": [ + -6.002496719360352 + ], + "logprob_reward": -0.0024966993369162083, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024966993369162083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06411197036504745, + 0.09626347571611404, + 0.05316485837101936, + 0.2585625946521759, + 0.06830327212810516, + 0.1855512410402298, + 0.08053705096244812, + 0.039667729288339615, + 0.014035526663064957, + 0.13980229198932648 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.0024966993369162083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot using a high-speed macro lens with extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, immaculately polished slate surface reflecting bright studio light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a pale beige cube of freeze-dried chicken with a porous texture visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a kitten's paw with soft ginger and white fur enter the frame and make contact with the cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause a delicate cloud of dust to erupt and the cube to glide across the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09094762802124023, + 0.03989102318882942, + 0.03754740208387375, + 0.29948943853378296, + 0.08400675654411316, + 0.045311976224184036, + 0.053356293588876724, + 0.08806388080120087, + 0.1452302783727646, + 0.11615529656410217 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.0059498813934624195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_tensor([1503, 1503])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_tensor([1503, 1503])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0fcb2ba800c3c5ed8ad4cbbaf392db8ee728c61f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_tensor([1503, 1503])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in dramatic slow motion from a static, slightly low-angle camera, an extreme close-up observes a worn brass house key slamming violently against a hard surface. Its intricate jagged edges and worn metal textures are rendered in surreal, sharp focus as it collides with the dark, polished concrete floor. The key briefly deforms before rebounding, gracefully tumbling end-over-end through the air. A single, harsh, cold-toned overhead light casts dramatic specular highlights on the key's rotating form and creates deep, shifting shadows on the floor below. The noticeably shallow depth of field completely blurs the background into a soft, abstract bokeh of the dimly lit industrial space, isolating the key's chaotic yet graceful movement and creating an atmosphere of intense, focused concentration where every detail of the metal's rebound is magnified and made significant.", + "seed": 25400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_1503_seed_25400_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12467827985528857, + "vlm_logprob": -0.12467827985528857, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.12467827985528857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11723950505256653 + ], + "opposite_logprob_tokens": [ + -2.242239475250244 + ], + "logprob_reward": -0.11723950505256653, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11723950505256653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20407217741012573, + 0.11197901517152786, + 0.09132427722215652, + 0.07295460999011993, + 0.1887897104024887, + 0.1196301281452179, + 0.05866838991641998, + 0.07345131039619446, + 0.05644356459379196, + 0.022686779499053955 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11723950505256653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992152273654938 + ], + "opposite_logprob_tokens": [ + -1.8049215078353882 + ], + "logprob_reward": -0.17992152273654938, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992152273654938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16577959060668945, + 0.19750599563121796, + 0.09470011293888092, + 0.31361231207847595, + 0.04361937940120697, + 0.03320694714784622, + 0.04625052213668823, + 0.015526995062828064, + 0.03466057777404785, + 0.05513749644160271 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.17992152273654938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343716382980347 + ], + "opposite_logprob_tokens": [ + -1.3134372234344482 + ], + "logprob_reward": -0.31343716382980347, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343716382980347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18576474487781525, + 0.07657662779092789, + 0.059974219650030136, + 0.18677449226379395, + 0.060606878250837326, + 0.05652821436524391, + 0.05477922037243843, + 0.06746944785118103, + 0.20870427787303925, + 0.042821887880563736 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.31343716382980347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017176411347463727 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017176411347463727, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017176411347463727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13749869167804718, + 0.19376158714294434, + 0.1243339478969574, + 0.16499073803424835, + 0.0748186856508255, + 0.07493007928133011, + 0.05421806126832962, + 0.04221590980887413, + 0.05312478914856911, + 0.08010745048522949 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0017176411347463727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22924686968326569, + 0.11731594800949097, + 0.08703230321407318, + 0.058512359857559204, + 0.13849623501300812, + 0.21091517806053162, + 0.0281516183167696, + 0.039367206394672394, + 0.04394066706299782, + 0.047021590173244476 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.01107556652277708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in dramatic slow motion from a static, slightly low-angle camera, an extreme close-up observes a worn brass house key slamming violently against a hard surface. Its intricate jagged edges and worn metal textures are rendered in surreal, sharp focus as it collides with the dark, polished concrete floor. The key briefly deforms before rebounding, gracefully tumbling end-over-end through the air. A single, harsh, cold-toned overhead light casts dramatic specular highlights on the key's rotating form and creates deep, shifting shadows on the floor below. The noticeably shallow depth of field completely blurs the background into a soft, abstract bokeh of the dimly lit industrial space, isolating the key's chaotic yet graceful movement and creating an atmosphere of intense, focused concentration where every detail of the metal's rebound is magnified and made significant.", + "seed": 25401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_1503_seed_25401_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040801763022318485, + "vlm_logprob": -0.040801763022318485, + "vlm_yes_no_margin": 4.124999976158142, + "vlm_token_credit": -0.040801763022318485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029487015679478645 + ], + "opposite_logprob_tokens": [ + -3.654487133026123 + ], + "logprob_reward": -0.029487015679478645, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029487015679478645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3520619869232178, + 0.1358070969581604, + 0.0932757705450058, + 0.06088932231068611, + 0.08507739752531052, + 0.06568177044391632, + 0.04865741357207298, + 0.04024581238627434, + 0.03300882503390312, + 0.08529461920261383 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029487015679478645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282402396202087 + ], + "opposite_logprob_tokens": [ + -2.0178239345550537 + ], + "logprob_reward": -0.14282402396202087, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282402396202087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5771480202674866, + 0.09588659554719925, + 0.04919339343905449, + 0.0308525413274765, + 0.06606470793485641, + 0.05315947160124779, + 0.04517536610364914, + 0.018727755174040794, + 0.03230363503098488, + 0.031488459557294846 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.14282402396202087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058090642094612 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.02058090642094612, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058090642094612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45028626918792725, + 0.08382238447666168, + 0.05295412987470627, + 0.06738684326410294, + 0.07467056810855865, + 0.0663084164261818, + 0.04127596318721771, + 0.052439868450164795, + 0.05569580942392349, + 0.05515976622700691 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02058090642094612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013374679256230593 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013374679256230593, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013374679256230593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33055898547172546, + 0.1330071985721588, + 0.11151495575904846, + 0.07455697655677795, + 0.12012811005115509, + 0.04170776903629303, + 0.05839628726243973, + 0.0547880083322525, + 0.03229547291994095, + 0.0430462621152401 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0013374679256230593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08570791035890579, + 0.06749007105827332, + 0.05008609965443611, + 0.043947599828243256, + 0.10574643313884735, + 0.14383918046951294, + 0.1325017511844635, + 0.1145029366016388, + 0.15321148931980133, + 0.10296656936407089 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in dramatic slow motion from a static, slightly low-angle camera, an extreme close-up observes a worn brass house key slamming violently against a hard surface. Its intricate jagged edges and worn metal textures are rendered in surreal, sharp focus as it collides with the dark, polished concrete floor. The key briefly deforms before rebounding, gracefully tumbling end-over-end through the air. A single, harsh, cold-toned overhead light casts dramatic specular highlights on the key's rotating form and creates deep, shifting shadows on the floor below. The noticeably shallow depth of field completely blurs the background into a soft, abstract bokeh of the dimly lit industrial space, isolating the key's chaotic yet graceful movement and creating an atmosphere of intense, focused concentration where every detail of the metal's rebound is magnified and made significant.", + "seed": 25402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_1503_seed_25402_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07669261168921367, + "vlm_logprob": -0.07669261168921367, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.07669261168921367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020362384617328644 + ], + "opposite_logprob_tokens": [ + -4.020362377166748 + ], + "logprob_reward": -0.020362384617328644, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020362384617328644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49199628829956055, + 0.04386886581778526, + 0.06800676882266998, + 0.11509682983160019, + 0.04437284171581268, + 0.1219070702791214, + 0.028122665360569954, + 0.031847696751356125, + 0.03392111510038376, + 0.02085982635617256 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.020362384617328644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520997226238251 + ], + "opposite_logprob_tokens": [ + -1.5020997524261475 + ], + "logprob_reward": -0.2520997226238251, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520997226238251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4363982379436493, + 0.10410881787538528, + 0.04586942866444588, + 0.04968798905611038, + 0.0747600719332695, + 0.11605475097894669, + 0.04326222091913223, + 0.044761620461940765, + 0.06881189346313477, + 0.016284942626953125 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.2520997226238251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029953718185425 + ], + "opposite_logprob_tokens": [ + -2.350299596786499 + ], + "logprob_reward": -0.10029953718185425, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029953718185425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3292136788368225, + 0.07355035841464996, + 0.07726448774337769, + 0.07056431472301483, + 0.0825246199965477, + 0.06849454343318939, + 0.10250820964574814, + 0.04633175581693649, + 0.11487922072410583, + 0.03466873988509178 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.10029953718185425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009216589969582856 + ], + "opposite_logprob_tokens": [ + -7.000921726226807 + ], + "logprob_reward": -0.0009216589969582856, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009216589969582856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3408838212490082, + 0.11911173164844513, + 0.05226089805364609, + 0.06278283149003983, + 0.04926888644695282, + 0.08568791300058365, + 0.05161162093281746, + 0.034418486058712006, + 0.1586301177740097, + 0.04534367844462395 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0009216589969582856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22595509886741638, + 0.03627612069249153, + 0.03722746670246124, + 0.031229417771100998, + 0.16879743337631226, + 0.3554205000400543, + 0.04924687370657921, + 0.033846985548734665, + 0.04643138870596886, + 0.015568780712783337 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.009779755026102066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in dramatic slow motion from a static, slightly low-angle camera, an extreme close-up observes a worn brass house key slamming violently against a hard surface. Its intricate jagged edges and worn metal textures are rendered in surreal, sharp focus as it collides with the dark, polished concrete floor. The key briefly deforms before rebounding, gracefully tumbling end-over-end through the air. A single, harsh, cold-toned overhead light casts dramatic specular highlights on the key's rotating form and creates deep, shifting shadows on the floor below. The noticeably shallow depth of field completely blurs the background into a soft, abstract bokeh of the dimly lit industrial space, isolating the key's chaotic yet graceful movement and creating an atmosphere of intense, focused concentration where every detail of the metal's rebound is magnified and made significant.", + "seed": 25403, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000294/group_9/index_1503_seed_25403_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.033413600828498605, + "vlm_logprob": -0.033413600828498605, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.033413600828498605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049798689782619476 + ], + "opposite_logprob_tokens": [ + -3.0497987270355225 + ], + "logprob_reward": -0.049798689782619476, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049798689782619476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28878429532051086, + 0.10126034170389175, + 0.0917554423213005, + 0.0239842738956213, + 0.04352249205112457, + 0.04151928424835205, + 0.23725055158138275, + 0.0756741613149643, + 0.04250184819102287, + 0.05374725162982941 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.049798689782619476 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812495619058609 + ], + "opposite_logprob_tokens": [ + -3.2881250381469727 + ], + "logprob_reward": -0.03812495619058609, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812495619058609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3071814477443695, + 0.09850963205099106, + 0.07400483638048172, + 0.028381362557411194, + 0.08974126726388931, + 0.06907624006271362, + 0.12615130841732025, + 0.08794286847114563, + 0.06980660557746887, + 0.04920443147420883 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03812495619058609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946962743997574 + ], + "opposite_logprob_tokens": [ + -2.9299468994140625 + ], + "logprob_reward": -0.054946962743997574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946962743997574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31723952293395996, + 0.08277752995491028, + 0.03737814351916313, + 0.04098671302199364, + 0.13254082202911377, + 0.11082353442907333, + 0.06236279010772705, + 0.06356873363256454, + 0.10548775643110275, + 0.04683438315987587 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.054946962743997574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3137189447879791, + 0.11088471114635468, + 0.10091474652290344, + 0.03774555027484894, + 0.14050979912281036, + 0.1355004906654358, + 0.024742387235164642, + 0.06838282942771912, + 0.037135049700737, + 0.030465558171272278 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.003618124406784773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn brass house key?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the key slamming violently against a hard surface before deforming and rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the key tumble end-over-end through the air after rebounding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dimly lit industrial space rendered as a soft, abstract bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a static, slightly low-angle position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579271018505096 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579271018505096, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579271018505096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2723674476146698, + 0.16003553569316864, + 0.04533519595861435, + 0.03142785280942917, + 0.2557588219642639, + 0.04191866144537926, + 0.05715321749448776, + 0.08053073287010193, + 0.025184784084558487, + 0.03028775565326214 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.020579271018505096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_tensor([1247, 1247])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_tensor([1247, 1247])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6b227090683989ca60a7e01e3d278890544b8515 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_tensor([1247, 1247])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up still shot, rendered in the style of ultra-high-speed photography, captures a surreal moment on a dark, sandy seafloor, rendered in a stark black-and-white, high-contrast monochrome palette. The central subject is a sea creature with an incredibly elongated, spindle-shaped shell; its surface is intricately textured with fine, concentric ridges that catch jarring, eerie light sources, creating a brilliant white glow against its dark gray form. The shell tapers gradually, partially buried in the fine, black volcanic sand of the seafloor. From its aperture, a slender proboscis, resembling a biological harpoon with a barbed, carapace-like tip, is captured, mid-lunge, extending forward at astonishing speed. The moment is frozen in exquisite clarity: the proboscis, perfectly straight and taut, its tip perfectly aligned with the frame, cuts through the water, while a cloud of tiny sand particles, kicked up by the explosive motion, hangs motionless in the inky water, each grain individually defined. The stark lighting shapes the scene with brilliant highlights and deep, absolute shadows, emphasizing the terrifying efficiency of the predatory raid and creating an atmosphere of tense, clinical, and awe-inspiring natural violence, frozen in a breathtaking moment.", + "seed": 6294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_1247_seed_6294_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6543022435158491, + "vlm_logprob": -0.6543022435158491, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.6543022435158491, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.051863431930542 + ], + "opposite_logprob_tokens": [ + -0.05186348780989647 + ], + "logprob_reward": -3.051863431930542, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.051863431930542, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2021716982126236, + 0.3138265013694763, + 0.04531047120690346, + 0.05072510242462158, + 0.10981712490320206, + 0.033627208322286606, + 0.04746682196855545, + 0.1111830398440361, + 0.03960062190890312, + 0.046271394938230515 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -3.051863431930542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011190272867679596 + ], + "opposite_logprob_tokens": [ + -4.511190414428711 + ], + "logprob_reward": -0.011190272867679596, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011190272867679596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15847164392471313, + 0.22177138924598694, + 0.07789071649312973, + 0.08055905252695084, + 0.13817930221557617, + 0.032994307577610016, + 0.05960657075047493, + 0.13062407076358795, + 0.04644837602972984, + 0.053454574197530746 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.011190272867679596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026391128078103065 + ], + "opposite_logprob_tokens": [ + -3.65139102935791 + ], + "logprob_reward": -0.026391128078103065, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026391128078103065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12769077718257904, + 0.2815970480442047, + 0.05912436544895172, + 0.09932152926921844, + 0.10489072650671005, + 0.047193918377161026, + 0.05091485753655434, + 0.1321398764848709, + 0.03568906709551811, + 0.06143784150481224 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.026391128078103065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498284474015236 + ], + "opposite_logprob_tokens": [ + -2.929982900619507 + ], + "logprob_reward": -0.05498284474015236, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498284474015236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08708410710096359, + 0.2596079409122467, + 0.069337859749794, + 0.1250244677066803, + 0.08926751464605331, + 0.028455767780542374, + 0.11078965663909912, + 0.13669294118881226, + 0.03197064250707626, + 0.06176907569169998 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.05498284474015236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708353996276855 + ], + "opposite_logprob_tokens": [ + -2.1270835399627686 + ], + "logprob_reward": -0.12708353996276855, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708353996276855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2732316255569458, + 0.204202339053154, + 0.05240708217024803, + 0.17391043901443481, + 0.05746699869632721, + 0.02470141276717186, + 0.04756586253643036, + 0.10113929957151413, + 0.02845597267150879, + 0.036918964236974716 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12708353996276855 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot, rendered in the style of ultra-high-speed photography, captures a surreal moment on a dark, sandy seafloor, rendered in a stark black-and-white, high-contrast monochrome palette. The central subject is a sea creature with an incredibly elongated, spindle-shaped shell; its surface is intricately textured with fine, concentric ridges that catch jarring, eerie light sources, creating a brilliant white glow against its dark gray form. The shell tapers gradually, partially buried in the fine, black volcanic sand of the seafloor. From its aperture, a slender proboscis, resembling a biological harpoon with a barbed, carapace-like tip, is captured, mid-lunge, extending forward at astonishing speed. The moment is frozen in exquisite clarity: the proboscis, perfectly straight and taut, its tip perfectly aligned with the frame, cuts through the water, while a cloud of tiny sand particles, kicked up by the explosive motion, hangs motionless in the inky water, each grain individually defined. The stark lighting shapes the scene with brilliant highlights and deep, absolute shadows, emphasizing the terrifying efficiency of the predatory raid and creating an atmosphere of tense, clinical, and awe-inspiring natural violence, frozen in a breathtaking moment.", + "seed": 6295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_1247_seed_6295_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.49025729689747094, + "vlm_logprob": -0.49025729689747094, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.49025729689747094, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.24068284034729 + ], + "opposite_logprob_tokens": [ + -0.11568285524845123 + ], + "logprob_reward": -2.24068284034729, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.24068284034729, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08950962871313095, + 0.04101176932454109, + 0.043163884431123734, + 0.04022426903247833, + 0.09705527126789093, + 0.16756807267665863, + 0.130009263753891, + 0.09259698539972305, + 0.17421899735927582, + 0.12464181333780289 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -2.24068284034729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007688690908253193 + ], + "opposite_logprob_tokens": [ + -4.882688522338867 + ], + "logprob_reward": -0.007688690908253193, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007688690908253193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08456315845251083, + 0.06654743105173111, + 0.042464811354875565, + 0.03970270976424217, + 0.08300795406103134, + 0.2589132487773895, + 0.13895036280155182, + 0.07682370394468307, + 0.13516314327716827, + 0.07386346161365509 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.007688690908253193 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376035064458847 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026376035064458847, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376035064458847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15004004538059235, + 0.09084798395633698, + 0.061133161187171936, + 0.04927301034331322, + 0.0876292884349823, + 0.11743377894163132, + 0.10002964735031128, + 0.06482495367527008, + 0.15093424916267395, + 0.1278538852930069 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.026376035064458847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371158614754677 + ], + "opposite_logprob_tokens": [ + -3.4087116718292236 + ], + "logprob_reward": -0.03371158614754677, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371158614754677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12414881587028503, + 0.07642143964767456, + 0.03721599280834198, + 0.030170347541570663, + 0.1701500415802002, + 0.16083204746246338, + 0.08882436901330948, + 0.07435601204633713, + 0.16525283455848694, + 0.07262808829545975 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.03371158614754677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428273320198059 + ], + "opposite_logprob_tokens": [ + -2.017827272415161 + ], + "logprob_reward": -0.1428273320198059, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428273320198059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.067542165517807, + 0.06170729547739029, + 0.04651711508631706, + 0.05190326273441315, + 0.12122391164302826, + 0.09358249604701996, + 0.135737806558609, + 0.06699710339307785, + 0.15595115721225739, + 0.19883769750595093 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.1428273320198059 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot, rendered in the style of ultra-high-speed photography, captures a surreal moment on a dark, sandy seafloor, rendered in a stark black-and-white, high-contrast monochrome palette. The central subject is a sea creature with an incredibly elongated, spindle-shaped shell; its surface is intricately textured with fine, concentric ridges that catch jarring, eerie light sources, creating a brilliant white glow against its dark gray form. The shell tapers gradually, partially buried in the fine, black volcanic sand of the seafloor. From its aperture, a slender proboscis, resembling a biological harpoon with a barbed, carapace-like tip, is captured, mid-lunge, extending forward at astonishing speed. The moment is frozen in exquisite clarity: the proboscis, perfectly straight and taut, its tip perfectly aligned with the frame, cuts through the water, while a cloud of tiny sand particles, kicked up by the explosive motion, hangs motionless in the inky water, each grain individually defined. The stark lighting shapes the scene with brilliant highlights and deep, absolute shadows, emphasizing the terrifying efficiency of the predatory raid and creating an atmosphere of tense, clinical, and awe-inspiring natural violence, frozen in a breathtaking moment.", + "seed": 6296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_1247_seed_6296_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.39409883082844316, + "vlm_logprob": -0.39409883082844316, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.39409883082844316, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8086111545562744 + ], + "opposite_logprob_tokens": [ + -0.18361110985279083 + ], + "logprob_reward": -1.8086111545562744, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8086111545562744, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10669247061014175, + 0.0362013541162014, + 0.050694677978754044, + 0.1614832729101181, + 0.06498505920171738, + 0.07372395694255829, + 0.1049012765288353, + 0.13785651326179504, + 0.1863580197095871, + 0.07710342109203339 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -1.8086111545562744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025321345310658216 + ], + "opposite_logprob_tokens": [ + -6.002532005310059 + ], + "logprob_reward": -0.0025321345310658216, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025321345310658216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0950816422700882, + 0.07730159163475037, + 0.042053256183862686, + 0.18392637372016907, + 0.06336064636707306, + 0.0750570148229599, + 0.10324373841285706, + 0.14849576354026794, + 0.1340896487236023, + 0.0773903876543045 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.0025321345310658216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959243047982454 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959243047982454, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959243047982454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08591838926076889, + 0.04429076239466667, + 0.0486016683280468, + 0.1350521445274353, + 0.04253610968589783, + 0.10183534771203995, + 0.1367333084344864, + 0.18170729279518127, + 0.13836701214313507, + 0.08495793491601944 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.005959243047982454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348285377025604 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348285377025604, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348285377025604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863747239112854, + 0.06062934175133705, + 0.05684836953878403, + 0.1395149976015091, + 0.03429105132818222, + 0.06729269027709961, + 0.10964801162481308, + 0.15306104719638824, + 0.10416848957538605, + 0.08817129582166672 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.026348285377025604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704333662986755 + ], + "opposite_logprob_tokens": [ + -2.1270432472229004 + ], + "logprob_reward": -0.12704333662986755, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704333662986755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18068034946918488, + 0.03778906539082527, + 0.0438617505133152, + 0.13533729314804077, + 0.06584406644105911, + 0.10279899090528488, + 0.10602486878633499, + 0.132651224732399, + 0.1013035923242569, + 0.09370886534452438 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.12704333662986755 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot, rendered in the style of ultra-high-speed photography, captures a surreal moment on a dark, sandy seafloor, rendered in a stark black-and-white, high-contrast monochrome palette. The central subject is a sea creature with an incredibly elongated, spindle-shaped shell; its surface is intricately textured with fine, concentric ridges that catch jarring, eerie light sources, creating a brilliant white glow against its dark gray form. The shell tapers gradually, partially buried in the fine, black volcanic sand of the seafloor. From its aperture, a slender proboscis, resembling a biological harpoon with a barbed, carapace-like tip, is captured, mid-lunge, extending forward at astonishing speed. The moment is frozen in exquisite clarity: the proboscis, perfectly straight and taut, its tip perfectly aligned with the frame, cuts through the water, while a cloud of tiny sand particles, kicked up by the explosive motion, hangs motionless in the inky water, each grain individually defined. The stark lighting shapes the scene with brilliant highlights and deep, absolute shadows, emphasizing the terrifying efficiency of the predatory raid and creating an atmosphere of tense, clinical, and awe-inspiring natural violence, frozen in a breathtaking moment.", + "seed": 6297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_0/index_1247_seed_6297_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3893275988288224, + "vlm_logprob": -0.3893275988288224, + "vlm_yes_no_margin": 2.325000023841858, + "vlm_token_credit": -0.3893275988288224, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7108213901519775 + ], + "opposite_logprob_tokens": [ + -0.21082143485546112 + ], + "logprob_reward": -1.7108213901519775, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7108213901519775, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10565677285194397, + 0.13704170286655426, + 0.04044468700885773, + 0.04409506171941757, + 0.044998813420534134, + 0.05576896667480469, + 0.12499085068702698, + 0.1516418606042862, + 0.1849845051765442, + 0.11037678271532059 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -1.7108213901519775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006802732590585947 + ], + "opposite_logprob_tokens": [ + -5.006802558898926 + ], + "logprob_reward": -0.006802732590585947, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006802732590585947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11792168021202087, + 0.14285556972026825, + 0.044015269726514816, + 0.03596421703696251, + 0.09125214070081711, + 0.09939426183700562, + 0.10523776710033417, + 0.15025904774665833, + 0.11204332858324051, + 0.10105671733617783 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.006802732590585947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309879615902901 + ], + "opposite_logprob_tokens": [ + -3.1680986881256104 + ], + "logprob_reward": -0.04309879615902901, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309879615902901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20342501997947693, + 0.05406704172492027, + 0.06812440603971481, + 0.05962223932147026, + 0.22178950905799866, + 0.03806672245264053, + 0.06214991584420204, + 0.04918112978339195, + 0.15325996279716492, + 0.09031414240598679 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.04309879615902901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308144003152847 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.04308144003152847, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308144003152847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11509156227111816, + 0.0528215616941452, + 0.06233808398246765, + 0.03411601856350899, + 0.3366878628730774, + 0.07071782648563385, + 0.06877467781305313, + 0.04760998860001564, + 0.1296011209487915, + 0.08224125951528549 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.04308144003152847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up still image?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a stark black-and-white, high-contrast monochrome palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a sea creature with an elongated, spindle-shaped shell featuring fine concentric ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slender proboscis with a barbed, carapace-like tip shown extending forward from the creature's aperture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny sand particles visible hanging motionless in the water around the proboscis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428336352109909 + ], + "opposite_logprob_tokens": [ + -2.017833709716797 + ], + "logprob_reward": -0.1428336352109909, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428336352109909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1639711707830429, + 0.09265241026878357, + 0.04304145649075508, + 0.028375539928674698, + 0.12036635726690292, + 0.026159703731536865, + 0.03974543511867523, + 0.061666663736104965, + 0.3319043517112732, + 0.09211686253547668 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.1428336352109909 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_tensor([6759, 6759])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_tensor([6759, 6759])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a94de68c4762bca3a9e1bed466406b1b50123d08 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_tensor([6759, 6759])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a 16:9 widescreen image, the camera begins from a low, overhead angle and slowly pulls back to reveal a hilariously surreal scene: a massive Gundam mech stands alone in the middle of a tranquil city park. The mech, sporting a classic red, white, blue, and yellow paint scheme, its polished metal hue gleams dazzlingly in the bright afternoon sun. Its intricate armor plating, vents, and delicate wiring are meticulously detailed in the crisp 4K resolution. In comical contrast to its imposing appearance, the behemoth performs an awkward imitation of calisthenics, stiffly raising one massive metal arm above its head in an exaggerated sideways stretch, as if trying to keep to an inaudible, cheerful beat. Every movement is slow and uncoordinated, the massive metal joints creaking visibly under immense pressure, hydraulic pistons struggling to extend and retract, armor plates rubbing against each other, each extension clumsily and exaggeratedly. The grass at its feet is lush green, a few trees in the distance sway in the wind, and the empty children's swing in the background adds to the absurdity of the scene. The whole picture creates a strong and hilarious comedy atmosphere in a surreal tranquility.", + "seed": 1074, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_6759_seed_1074_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3789306842721999, + "vlm_logprob": -0.3789306842721999, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.3789306842721999, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.524124026298523 + ], + "opposite_logprob_tokens": [ + -0.899124026298523 + ], + "logprob_reward": -0.524124026298523, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.524124026298523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2320542186498642, + 0.08632812649011612, + 0.08567734062671661, + 0.04097362235188484, + 0.0575537346303463, + 0.14912369847297668, + 0.09184975177049637, + 0.1129148080945015, + 0.10481655597686768, + 0.03870813176035881 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.524124026298523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007650243584066629 + ], + "opposite_logprob_tokens": [ + -4.882650375366211 + ], + "logprob_reward": -0.007650243584066629, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007650243584066629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2552792727947235, + 0.11665236949920654, + 0.07035452127456665, + 0.10036507993936539, + 0.04891205579042435, + 0.0818115770816803, + 0.07267118990421295, + 0.14060239493846893, + 0.054539136588573456, + 0.05881233513355255 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.007650243584066629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348749175667763 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348749175667763, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348749175667763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13855253159999847, + 0.12228978425264359, + 0.0754106417298317, + 0.06326719373464584, + 0.04758089408278465, + 0.05261639133095741, + 0.05279260128736496, + 0.33151179552078247, + 0.07025539129972458, + 0.04572279751300812 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.026348749175667763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294384300708771 + ], + "opposite_logprob_tokens": [ + -2.2379438877105713 + ], + "logprob_reward": -0.11294384300708771, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294384300708771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10738638043403625, + 0.04991988092660904, + 0.0660678893327713, + 0.04409033805131912, + 0.030245626345276833, + 0.05556619167327881, + 0.046641215682029724, + 0.46561986207962036, + 0.04078906029462814, + 0.09367357194423676 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.11294384300708771 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235865592956543 + ], + "opposite_logprob_tokens": [ + -0.3485865890979767 + ], + "logprob_reward": -1.2235865592956543, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2235865592956543, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20667414367198944, + 0.09446921199560165, + 0.055161986500024796, + 0.04115649312734604, + 0.05260646715760231, + 0.08902370929718018, + 0.03567766770720482, + 0.3313709795475006, + 0.04905322939157486, + 0.04480605572462082 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -1.2235865592956543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a 16:9 widescreen image, the camera begins from a low, overhead angle and slowly pulls back to reveal a hilariously surreal scene: a massive Gundam mech stands alone in the middle of a tranquil city park. The mech, sporting a classic red, white, blue, and yellow paint scheme, its polished metal hue gleams dazzlingly in the bright afternoon sun. Its intricate armor plating, vents, and delicate wiring are meticulously detailed in the crisp 4K resolution. In comical contrast to its imposing appearance, the behemoth performs an awkward imitation of calisthenics, stiffly raising one massive metal arm above its head in an exaggerated sideways stretch, as if trying to keep to an inaudible, cheerful beat. Every movement is slow and uncoordinated, the massive metal joints creaking visibly under immense pressure, hydraulic pistons struggling to extend and retract, armor plates rubbing against each other, each extension clumsily and exaggeratedly. The grass at its feet is lush green, a few trees in the distance sway in the wind, and the empty children's swing in the background adds to the absurdity of the scene. The whole picture creates a strong and hilarious comedy atmosphere in a surreal tranquility.", + "seed": 1075, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_6759_seed_1075_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36950015760958194, + "vlm_logprob": -0.36950015760958194, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.36950015760958194, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6343830227851868 + ], + "opposite_logprob_tokens": [ + -0.7593830227851868 + ], + "logprob_reward": -0.6343830227851868, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6343830227851868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0844062864780426, + 0.04107489436864853, + 0.10491438955068588, + 0.045747239142656326, + 0.1006782203912735, + 0.11254796385765076, + 0.1047476977109909, + 0.037648871541023254, + 0.32208943367004395, + 0.046144984662532806 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.6343830227851868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029837431386113167 + ], + "opposite_logprob_tokens": [ + -3.5298373699188232 + ], + "logprob_reward": -0.029837431386113167, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029837431386113167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08420213311910629, + 0.5099179744720459, + 0.04935959354043007, + 0.06999647617340088, + 0.09102743119001389, + 0.03937198966741562, + 0.03669937700033188, + 0.02124003879725933, + 0.07991232722997665, + 0.01827266439795494 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.029837431386113167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865625500679016 + ], + "opposite_logprob_tokens": [ + -3.0486562252044678 + ], + "logprob_reward": -0.04865625500679016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865625500679016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09385444968938828, + 0.24211089313030243, + 0.07144951820373535, + 0.13173618912696838, + 0.08628951758146286, + 0.06308841705322266, + 0.07786482572555542, + 0.07794998586177826, + 0.11559414863586426, + 0.04006199911236763 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.04865625500679016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603904515504837 + ], + "opposite_logprob_tokens": [ + -1.9103904962539673 + ], + "logprob_reward": -0.1603904515504837, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603904515504837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20911669731140137, + 0.11596416682004929, + 0.1156584843993187, + 0.07288623601198196, + 0.05286748707294464, + 0.0577043741941452, + 0.11043451726436615, + 0.06648886203765869, + 0.15905334055423737, + 0.03982587531208992 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.1603904515504837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742336273193359 + ], + "opposite_logprob_tokens": [ + -0.47423362731933594 + ], + "logprob_reward": -0.9742336273193359, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742336273193359, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1391138732433319, + 0.1834469735622406, + 0.17213402688503265, + 0.09202230721712112, + 0.0977025032043457, + 0.06690773367881775, + 0.035622723400592804, + 0.033399295061826706, + 0.16419507563114166, + 0.015455449931323528 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.9742336273193359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a 16:9 widescreen image, the camera begins from a low, overhead angle and slowly pulls back to reveal a hilariously surreal scene: a massive Gundam mech stands alone in the middle of a tranquil city park. The mech, sporting a classic red, white, blue, and yellow paint scheme, its polished metal hue gleams dazzlingly in the bright afternoon sun. Its intricate armor plating, vents, and delicate wiring are meticulously detailed in the crisp 4K resolution. In comical contrast to its imposing appearance, the behemoth performs an awkward imitation of calisthenics, stiffly raising one massive metal arm above its head in an exaggerated sideways stretch, as if trying to keep to an inaudible, cheerful beat. Every movement is slow and uncoordinated, the massive metal joints creaking visibly under immense pressure, hydraulic pistons struggling to extend and retract, armor plates rubbing against each other, each extension clumsily and exaggeratedly. The grass at its feet is lush green, a few trees in the distance sway in the wind, and the empty children's swing in the background adds to the absurdity of the scene. The whole picture creates a strong and hilarious comedy atmosphere in a surreal tranquility.", + "seed": 1076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_6759_seed_1076_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.41652442747727036, + "vlm_logprob": -0.41652442747727036, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.41652442747727036, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16171197593212128 + ], + "opposite_logprob_tokens": [ + -1.9117119312286377 + ], + "logprob_reward": -0.16171197593212128, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16171197593212128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1424248069524765, + 0.1149711161851883, + 0.08990025520324707, + 0.10443783551454544, + 0.028186451643705368, + 0.025096753612160683, + 0.010879188776016235, + 0.1896476149559021, + 0.25738152861595154, + 0.037074461579322815 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.16171197593212128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003204688895493746 + ], + "opposite_logprob_tokens": [ + -5.753204822540283 + ], + "logprob_reward": -0.003204688895493746, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003204688895493746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1724373698234558, + 0.184783473610878, + 0.08038925379514694, + 0.12649883329868317, + 0.05168714374303818, + 0.04111306369304657, + 0.04205578565597534, + 0.07084199786186218, + 0.12988342344760895, + 0.10030967742204666 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.003204688895493746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1783488541841507, + 0.12809130549430847, + 0.073133185505867, + 0.18280665576457977, + 0.06471309810876846, + 0.06252988427877426, + 0.03974619135260582, + 0.09320125728845596, + 0.11636703461408615, + 0.0610625222325325 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012539591640233994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031959414482117 + ], + "opposite_logprob_tokens": [ + -2.3503196239471436 + ], + "logprob_reward": -0.10031959414482117, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031959414482117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19548502564430237, + 0.11533009260892868, + 0.09323795884847641, + 0.09447766095399857, + 0.042146679013967514, + 0.039726193994283676, + 0.03699374198913574, + 0.18343184888362885, + 0.12792988121509552, + 0.07124098390340805 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10031959414482117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048462867736816 + ], + "opposite_logprob_tokens": [ + -0.17984633147716522 + ], + "logprob_reward": -1.8048462867736816, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048462867736816, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28429561853408813, + 0.09223777055740356, + 0.1678963452577591, + 0.08363927155733109, + 0.02578810043632984, + 0.0234791561961174, + 0.05801421403884888, + 0.06966926902532578, + 0.1118883267045021, + 0.08309196680784225 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -1.8048462867736816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a 16:9 widescreen image, the camera begins from a low, overhead angle and slowly pulls back to reveal a hilariously surreal scene: a massive Gundam mech stands alone in the middle of a tranquil city park. The mech, sporting a classic red, white, blue, and yellow paint scheme, its polished metal hue gleams dazzlingly in the bright afternoon sun. Its intricate armor plating, vents, and delicate wiring are meticulously detailed in the crisp 4K resolution. In comical contrast to its imposing appearance, the behemoth performs an awkward imitation of calisthenics, stiffly raising one massive metal arm above its head in an exaggerated sideways stretch, as if trying to keep to an inaudible, cheerful beat. Every movement is slow and uncoordinated, the massive metal joints creaking visibly under immense pressure, hydraulic pistons struggling to extend and retract, armor plates rubbing against each other, each extension clumsily and exaggeratedly. The grass at its feet is lush green, a few trees in the distance sway in the wind, and the empty children's swing in the background adds to the absurdity of the scene. The whole picture creates a strong and hilarious comedy atmosphere in a surreal tranquility.", + "seed": 1077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_1/index_6759_seed_1077_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31961503126658497, + "vlm_logprob": -0.31961503126658497, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.31961503126658497, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2824251353740692 + ], + "opposite_logprob_tokens": [ + -1.4074251651763916 + ], + "logprob_reward": -0.2824251353740692, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2824251353740692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16802388429641724, + 0.041386693716049194, + 0.09722835570573807, + 0.16525907814502716, + 0.1804327815771103, + 0.19322262704372406, + 0.029762115329504013, + 0.03645487502217293, + 0.029731957241892815, + 0.05849767476320267 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.2824251353740692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002211983548477292 + ], + "opposite_logprob_tokens": [ + -6.127212047576904 + ], + "logprob_reward": -0.002211983548477292, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002211983548477292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15354327857494354, + 0.10516388714313507, + 0.11183890700340271, + 0.17705489695072174, + 0.11177226155996323, + 0.13148239254951477, + 0.04252232611179352, + 0.05295483022928238, + 0.048700202256441116, + 0.06496702134609222 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.002211983548477292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067663207650185 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067663207650185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067663207650185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08802931010723114, + 0.08122309297323227, + 0.15935561060905457, + 0.17427904903888702, + 0.08431707322597504, + 0.06464904546737671, + 0.03577042743563652, + 0.06463839113712311, + 0.11447476595640182, + 0.1332632303237915 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.016067663207650185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603589653968811 + ], + "opposite_logprob_tokens": [ + -1.9103589057922363 + ], + "logprob_reward": -0.1603589653968811, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603589653968811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08891019225120544, + 0.049999136477708817, + 0.1786441206932068, + 0.1766517013311386, + 0.04000171273946762, + 0.04035714641213417, + 0.09183727204799652, + 0.10437635332345963, + 0.19174422323703766, + 0.03747810795903206 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.1603589653968811 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil city park with lush green grass and distant swaying trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Gundam mech visible with a red, white, blue, and yellow paint scheme?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mech performing an awkward, stiff imitation of calisthenics by raising one massive metal arm above its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the mech's movements slow, uncoordinated, and exaggerated with visible creaking joints and struggling hydraulic pistons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low, overhead angle and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370114088058472 + ], + "opposite_logprob_tokens": [ + -0.38701140880584717 + ], + "logprob_reward": -1.1370114088058472, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370114088058472, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1296234130859375, + 0.06313755363225937, + 0.2833825349807739, + 0.05650780349969864, + 0.07207641750574112, + 0.08117786049842834, + 0.12088170647621155, + 0.06283680349588394, + 0.10174610465765, + 0.028629787266254425 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -1.1370114088058472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_tensor([7962, 7962])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_tensor([7962, 7962])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c09cdc2ff41d7c42770fab451ec670fceb520aba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_tensor([7962, 7962])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static medium close-up captures the climax of a brutal struggle between two burly men, their bodies locked in an intricate grappling grip on a worn training mat. A single, harsh overhead light casts dramatic black and white shadows, carving out the deep valleys of their strained back and shoulder muscles. Sweat makes their skin glisten like liquid mercury, as every sinew and fiber strives for dominance. The dominant man, his short dark hair matted across his forehead, ruthlessly holds his opponent in a rear-naked necklock, his forearms pressing powerfully against his throat. The second man, his head clean-shaven, his face contorted in a silent scream of effort and pain, his fingers desperately digging into the aggressor's arms in a futile attempt to break the hold. Their entangled torsos are a study in raw strength, muscles trembling with immense, sustained effort. The background is a soft-focus blur of a gritty, dimly lit gym, creating an atmosphere of intense focus, rawness, and visceral intensity centered entirely on a primal contest of will and endurance.", + "seed": 19021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_7962_seed_19021_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12346788123250008, + "vlm_logprob": -0.12346788123250008, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.12346788123250008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14012683928012848 + ], + "opposite_logprob_tokens": [ + -2.140126943588257 + ], + "logprob_reward": -0.14012683928012848, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14012683928012848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18723085522651672, + 0.17371468245983124, + 0.1265585720539093, + 0.05701426416635513, + 0.09466872364282608, + 0.043057192116975784, + 0.034659694880247116, + 0.13773760199546814, + 0.05420839786529541, + 0.09115005284547806 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.14012683928012848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210026890039444 + ], + "opposite_logprob_tokens": [ + -2.8121001720428467 + ], + "logprob_reward": -0.06210026890039444, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210026890039444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11640792340040207, + 0.222870871424675, + 0.14063578844070435, + 0.07540583610534668, + 0.045460715889930725, + 0.08580231666564941, + 0.062334731221199036, + 0.02930520474910736, + 0.10232329368591309, + 0.11945326626300812 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.06210026890039444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908122777938843 + ], + "opposite_logprob_tokens": [ + -2.464081287384033 + ], + "logprob_reward": -0.08908122777938843, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908122777938843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13035127520561218, + 0.14461937546730042, + 0.08422943204641342, + 0.029894264414906502, + 0.08545690029859543, + 0.2386331558227539, + 0.04187886789441109, + 0.0900115966796875, + 0.05585653707385063, + 0.09906871616840363 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.08908122777938843 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14303593337535858, + 0.19924843311309814, + 0.19326040148735046, + 0.09945058822631836, + 0.05702560395002365, + 0.021182654425501823, + 0.05790993571281433, + 0.12217535078525543, + 0.04566727951169014, + 0.061043865978717804 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348559260368347 + ], + "opposite_logprob_tokens": [ + -1.3134856224060059 + ], + "logprob_reward": -0.31348559260368347, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31348559260368347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12116161733865738, + 0.09754367172718048, + 0.07919154316186905, + 0.06777574867010117, + 0.10508251190185547, + 0.03378425911068916, + 0.07518086582422256, + 0.19407682120800018, + 0.09434608370065689, + 0.13185691833496094 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.31348559260368347 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium close-up captures the climax of a brutal struggle between two burly men, their bodies locked in an intricate grappling grip on a worn training mat. A single, harsh overhead light casts dramatic black and white shadows, carving out the deep valleys of their strained back and shoulder muscles. Sweat makes their skin glisten like liquid mercury, as every sinew and fiber strives for dominance. The dominant man, his short dark hair matted across his forehead, ruthlessly holds his opponent in a rear-naked necklock, his forearms pressing powerfully against his throat. The second man, his head clean-shaven, his face contorted in a silent scream of effort and pain, his fingers desperately digging into the aggressor's arms in a futile attempt to break the hold. Their entangled torsos are a study in raw strength, muscles trembling with immense, sustained effort. The background is a soft-focus blur of a gritty, dimly lit gym, creating an atmosphere of intense focus, rawness, and visceral intensity centered entirely on a primal contest of will and endurance.", + "seed": 19022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_7962_seed_19022_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.048384820111095905, + "vlm_logprob": -0.048384820111095905, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.048384820111095905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08181368559598923 + ], + "opposite_logprob_tokens": [ + -2.8318135738372803 + ], + "logprob_reward": -0.08181368559598923, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08181368559598923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2084374874830246, + 0.17532266676425934, + 0.060438502579927444, + 0.05203739553689957, + 0.0864918902516365, + 0.05307171866297722, + 0.0993795171380043, + 0.11293842643499374, + 0.08276389539241791, + 0.06911847740411758 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.08181368559598923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018222421407699585 + ], + "opposite_logprob_tokens": [ + -4.018222332000732 + ], + "logprob_reward": -0.018222421407699585, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018222421407699585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09171916544437408, + 0.08001547306776047, + 0.2301589846611023, + 0.05137469619512558, + 0.07833120226860046, + 0.05665486305952072, + 0.07038304209709167, + 0.15008462965488434, + 0.07287508249282837, + 0.11840291321277618 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.018222421407699585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004571706056595 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.07004571706056595, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004571706056595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13938137888908386, + 0.1050720289349556, + 0.09996042400598526, + 0.08078956604003906, + 0.1924743950366974, + 0.022764485329389572, + 0.09053439646959305, + 0.05471733585000038, + 0.09190074354410172, + 0.12240520864725113 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.07004571706056595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15754783153533936, + 0.11433346569538116, + 0.31996890902519226, + 0.04379095882177353, + 0.09300554543733597, + 0.013986404053866863, + 0.05400929972529411, + 0.09852267801761627, + 0.06188920885324478, + 0.04294571280479431 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620557926595211 + ], + "opposite_logprob_tokens": [ + -2.812055826187134 + ], + "logprob_reward": -0.0620557926595211, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620557926595211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35807132720947266, + 0.09100261330604553, + 0.04723332077264786, + 0.02247929386794567, + 0.06415124982595444, + 0.03480953350663185, + 0.10658474266529083, + 0.07134497165679932, + 0.05418122932314873, + 0.15014173090457916 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0620557926595211 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium close-up captures the climax of a brutal struggle between two burly men, their bodies locked in an intricate grappling grip on a worn training mat. A single, harsh overhead light casts dramatic black and white shadows, carving out the deep valleys of their strained back and shoulder muscles. Sweat makes their skin glisten like liquid mercury, as every sinew and fiber strives for dominance. The dominant man, his short dark hair matted across his forehead, ruthlessly holds his opponent in a rear-naked necklock, his forearms pressing powerfully against his throat. The second man, his head clean-shaven, his face contorted in a silent scream of effort and pain, his fingers desperately digging into the aggressor's arms in a futile attempt to break the hold. Their entangled torsos are a study in raw strength, muscles trembling with immense, sustained effort. The background is a soft-focus blur of a gritty, dimly lit gym, creating an atmosphere of intense focus, rawness, and visceral intensity centered entirely on a primal contest of will and endurance.", + "seed": 19023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_7962_seed_19023_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.050596813298761846, + "vlm_logprob": -0.050596813298761846, + "vlm_yes_no_margin": 3.324999952316284, + "vlm_token_credit": -0.050596813298761846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10623050481081009 + ], + "opposite_logprob_tokens": [ + -2.4812304973602295 + ], + "logprob_reward": -0.10623050481081009, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10623050481081009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13533097505569458, + 0.06464900076389313, + 0.05836258456110954, + 0.09357280284166336, + 0.08634234964847565, + 0.08936753869056702, + 0.051519643515348434, + 0.09302932769060135, + 0.16571331024169922, + 0.16211244463920593 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.10623050481081009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018228275701403618 + ], + "opposite_logprob_tokens": [ + -4.018228054046631 + ], + "logprob_reward": -0.018228275701403618, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018228275701403618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10657047480344772, + 0.047732122242450714, + 0.16800086200237274, + 0.09851884096860886, + 0.17584128677845, + 0.1343502253293991, + 0.035078015178442, + 0.030107134953141212, + 0.14853103458881378, + 0.05526997148990631 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.018228275701403618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006172090768814 + ], + "opposite_logprob_tokens": [ + -2.695061683654785 + ], + "logprob_reward": -0.07006172090768814, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006172090768814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15313215553760529, + 0.11744111031293869, + 0.1618509590625763, + 0.1317654401063919, + 0.1079004555940628, + 0.18523114919662476, + 0.031239381060004234, + 0.03632035851478577, + 0.03807965666055679, + 0.03703940659761429 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.07006172090768814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787782095372677 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787782095372677, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787782095372677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3225630223751068, + 0.05712437629699707, + 0.09941200911998749, + 0.0743485540151596, + 0.13836249709129333, + 0.06817853450775146, + 0.05149324610829353, + 0.04579757899045944, + 0.06998767703771591, + 0.07273253798484802 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.009787782095372677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486757829785347 + ], + "opposite_logprob_tokens": [ + -3.048675775527954 + ], + "logprob_reward": -0.0486757829785347, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486757829785347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18827877938747406, + 0.09599810093641281, + 0.19347432255744934, + 0.04995954409241676, + 0.12720409035682678, + 0.03474317491054535, + 0.05666576698422432, + 0.051333632320165634, + 0.09128906577825546, + 0.11105351895093918 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0486757829785347 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium close-up captures the climax of a brutal struggle between two burly men, their bodies locked in an intricate grappling grip on a worn training mat. A single, harsh overhead light casts dramatic black and white shadows, carving out the deep valleys of their strained back and shoulder muscles. Sweat makes their skin glisten like liquid mercury, as every sinew and fiber strives for dominance. The dominant man, his short dark hair matted across his forehead, ruthlessly holds his opponent in a rear-naked necklock, his forearms pressing powerfully against his throat. The second man, his head clean-shaven, his face contorted in a silent scream of effort and pain, his fingers desperately digging into the aggressor's arms in a futile attempt to break the hold. Their entangled torsos are a study in raw strength, muscles trembling with immense, sustained effort. The background is a soft-focus blur of a gritty, dimly lit gym, creating an atmosphere of intense focus, rawness, and visceral intensity centered entirely on a primal contest of will and endurance.", + "seed": 19024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_10/index_7962_seed_19024_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.055610870756208894, + "vlm_logprob": -0.055610870756208894, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.055610870756208894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10846976935863495 + ], + "opposite_logprob_tokens": [ + -2.4834697246551514 + ], + "logprob_reward": -0.10846976935863495, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10846976935863495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07825368642807007, + 0.05945748835802078, + 0.08097971230745316, + 0.050065696239471436, + 0.30641552805900574, + 0.05056292936205864, + 0.06375882029533386, + 0.04565125331282616, + 0.13586242496967316, + 0.12899237871170044 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.10846976935863495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009811627678573132 + ], + "opposite_logprob_tokens": [ + -4.6348114013671875 + ], + "logprob_reward": -0.009811627678573132, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009811627678573132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1440412402153015, + 0.1159176230430603, + 0.08479491621255875, + 0.06738098710775375, + 0.1526932418346405, + 0.03051113896071911, + 0.0491383820772171, + 0.08683732151985168, + 0.15669000148773193, + 0.1119951382279396 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.009811627678573132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062079206109046936 + ], + "opposite_logprob_tokens": [ + -2.8120791912078857 + ], + "logprob_reward": -0.062079206109046936, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062079206109046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06854583323001862, + 0.054879769682884216, + 0.1471184343099594, + 0.17678050696849823, + 0.06931930780410767, + 0.06533199548721313, + 0.03920256718993187, + 0.08079060912132263, + 0.14410315454006195, + 0.15392786264419556 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.062079206109046936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2332383543252945, + 0.06117362901568413, + 0.140367329120636, + 0.04980962723493576, + 0.15879815816879272, + 0.023368919268250465, + 0.04388989508152008, + 0.06074315682053566, + 0.18683823943138123, + 0.04177268221974373 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two burly men locked in a grappling grip on a worn training mat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the dominant man holding the opponent in a rear-naked necklock with forearms pressing against the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of a gritty, dimly lit gym?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single harsh overhead light casting dramatic black and white shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905145525932312 + ], + "opposite_logprob_tokens": [ + -2.4640514850616455 + ], + "logprob_reward": -0.08905145525932312, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905145525932312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18381531536579132, + 0.0330914668738842, + 0.128855898976326, + 0.026743022724986076, + 0.40993285179138184, + 0.025255851447582245, + 0.022203825414180756, + 0.028568949550390244, + 0.1126968041062355, + 0.028836088255047798 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.08905145525932312 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_tensor([3049, 3049])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_tensor([3049, 3049])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..47836549725670a4be348974cb5e74720bcbcc52 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_tensor([3049, 3049])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle drone shot begins, soaring gracefully and steadily forward, gliding over the ornate, upturned eaves of traditional Chinese roofs. Carved figures of circling dragons and mythical phoenixes adorn the dark, weathered wooden beams, their detailed textures highlighted by the soft, warm glow of the afternoon sun. Beneath the eaves, rows of deep green glazed tiles create a rhythmic, textured pattern that shimmers. As the camera continues its steady ascent and begins to tilt deliberately downward, it reveals the full, sprawling extent of a magnificent complex. A network of interconnected pavilions and covered walkways, supported by rich Tucson lacquer columns, unfolds across the landscape. The camera's aerial view then drifts over tranquil gardens, capturing a tranquil koi pond where vibrant orange and white fish swim beneath water lilies, and weeping willow branches gently brush the surface. The movement culminates in the unveiling of a hidden, secluded courtyard below, a pocket of perfect silence enclosed by high walls. In this sanctuary, moss grows between ancient flagstones, a gnarled potting pine lies in a heavy ceramic pot on a simple stone table, and the long, soft shadows cast by the surrounding buildings create a deep and contemplative atmosphere of timeless tranquility.", + "seed": 16638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_3049_seed_16638_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05151921724900603, + "vlm_logprob": -0.05151921724900603, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05151921724900603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034255336970090866 + ], + "opposite_logprob_tokens": [ + -3.409255266189575 + ], + "logprob_reward": -0.034255336970090866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034255336970090866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09348982572555542, + 0.13282938301563263, + 0.0637868344783783, + 0.08615577220916748, + 0.06524054706096649, + 0.09319652616977692, + 0.09003894031047821, + 0.0804944708943367, + 0.20162932574748993, + 0.09313834458589554 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.034255336970090866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032595694065094 + ], + "opposite_logprob_tokens": [ + -2.3503260612487793 + ], + "logprob_reward": -0.10032595694065094, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032595694065094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20710021257400513, + 0.3958047330379486, + 0.04344421625137329, + 0.11022693663835526, + 0.03300207108259201, + 0.017445631325244904, + 0.029189635068178177, + 0.042888298630714417, + 0.0346415750682354, + 0.0862567275762558 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10032595694065094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104645907878876 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.038104645907878876, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104645907878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08040203154087067, + 0.11590143293142319, + 0.048392582684755325, + 0.07308290898799896, + 0.07432722300291061, + 0.33987557888031006, + 0.07184987515211105, + 0.03893314674496651, + 0.06815831363201141, + 0.08907689899206161 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.038104645907878876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946918856352568 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005946918856352568, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946918856352568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04979114979505539, + 0.03526860848069191, + 0.06285542249679565, + 0.15745677053928375, + 0.10685016959905624, + 0.25569912791252136, + 0.04925708472728729, + 0.11654303967952728, + 0.095028355717659, + 0.0712502971291542 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.005946918856352568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896322757005692 + ], + "opposite_logprob_tokens": [ + -2.578963279724121 + ], + "logprob_reward": -0.07896322757005692, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896322757005692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04109518602490425, + 0.06762123852968216, + 0.04936734586954117, + 0.2074292004108429, + 0.05370615795254707, + 0.17596527934074402, + 0.036502521485090256, + 0.1506643295288086, + 0.08944632112979889, + 0.12820236384868622 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.07896322757005692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot begins, soaring gracefully and steadily forward, gliding over the ornate, upturned eaves of traditional Chinese roofs. Carved figures of circling dragons and mythical phoenixes adorn the dark, weathered wooden beams, their detailed textures highlighted by the soft, warm glow of the afternoon sun. Beneath the eaves, rows of deep green glazed tiles create a rhythmic, textured pattern that shimmers. As the camera continues its steady ascent and begins to tilt deliberately downward, it reveals the full, sprawling extent of a magnificent complex. A network of interconnected pavilions and covered walkways, supported by rich Tucson lacquer columns, unfolds across the landscape. The camera's aerial view then drifts over tranquil gardens, capturing a tranquil koi pond where vibrant orange and white fish swim beneath water lilies, and weeping willow branches gently brush the surface. The movement culminates in the unveiling of a hidden, secluded courtyard below, a pocket of perfect silence enclosed by high walls. In this sanctuary, moss grows between ancient flagstones, a gnarled potting pine lies in a heavy ceramic pot on a simple stone table, and the long, soft shadows cast by the surrounding buildings create a deep and contemplative atmosphere of timeless tranquility.", + "seed": 16639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_3049_seed_16639_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06529826670885086, + "vlm_logprob": -0.06529826670885086, + "vlm_yes_no_margin": 3.075000023841858, + "vlm_token_credit": -0.06529826670885086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14322273433208466 + ], + "opposite_logprob_tokens": [ + -2.0182228088378906 + ], + "logprob_reward": -0.14322273433208466, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14322273433208466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17838746309280396, + 0.080054871737957, + 0.17288896441459656, + 0.05096461623907089, + 0.09550158679485321, + 0.02863887883722782, + 0.12771688401699066, + 0.19416792690753937, + 0.03929860144853592, + 0.03238021954894066 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.14322273433208466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706169575452805 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.033706169575452805, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706169575452805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17921793460845947, + 0.2696821391582489, + 0.0624423511326313, + 0.04259095340967178, + 0.05886569246649742, + 0.025083031505346298, + 0.07185843586921692, + 0.09852427244186401, + 0.14935706555843353, + 0.042378127574920654 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.033706169575452805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579854026436806 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579854026436806, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579854026436806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49105504155158997, + 0.07748229056596756, + 0.10685863345861435, + 0.09149852395057678, + 0.06085004657506943, + 0.0626126155257225, + 0.026074079796671867, + 0.034997619688510895, + 0.014549614861607552, + 0.034021541476249695 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.020579854026436806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066843643784523 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066843643784523, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066843643784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06012710928916931, + 0.21888646483421326, + 0.09555978327989578, + 0.040703319013118744, + 0.12784971296787262, + 0.04739084094762802, + 0.10981374233961105, + 0.16318295896053314, + 0.02376181073486805, + 0.11272432655096054 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.016066843643784523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291573196649551 + ], + "opposite_logprob_tokens": [ + -2.2379157543182373 + ], + "logprob_reward": -0.11291573196649551, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291573196649551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20329535007476807, + 0.14336733520030975, + 0.1307016760110855, + 0.05087964981794357, + 0.06720075011253357, + 0.03910219296813011, + 0.07033764570951462, + 0.1095847561955452, + 0.05994575843214989, + 0.1255849152803421 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11291573196649551 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot begins, soaring gracefully and steadily forward, gliding over the ornate, upturned eaves of traditional Chinese roofs. Carved figures of circling dragons and mythical phoenixes adorn the dark, weathered wooden beams, their detailed textures highlighted by the soft, warm glow of the afternoon sun. Beneath the eaves, rows of deep green glazed tiles create a rhythmic, textured pattern that shimmers. As the camera continues its steady ascent and begins to tilt deliberately downward, it reveals the full, sprawling extent of a magnificent complex. A network of interconnected pavilions and covered walkways, supported by rich Tucson lacquer columns, unfolds across the landscape. The camera's aerial view then drifts over tranquil gardens, capturing a tranquil koi pond where vibrant orange and white fish swim beneath water lilies, and weeping willow branches gently brush the surface. The movement culminates in the unveiling of a hidden, secluded courtyard below, a pocket of perfect silence enclosed by high walls. In this sanctuary, moss grows between ancient flagstones, a gnarled potting pine lies in a heavy ceramic pot on a simple stone table, and the long, soft shadows cast by the surrounding buildings create a deep and contemplative atmosphere of timeless tranquility.", + "seed": 16640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_3049_seed_16640_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04651471786201, + "vlm_logprob": -0.04651471786201, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.04651471786201, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04353863745927811 + ], + "opposite_logprob_tokens": [ + -3.1685385704040527 + ], + "logprob_reward": -0.04353863745927811, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04353863745927811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1654413789510727, + 0.06835407018661499, + 0.22625978291034698, + 0.049203623086214066, + 0.2003883421421051, + 0.05553295835852623, + 0.02201797254383564, + 0.028369586914777756, + 0.0436725914478302, + 0.14075967669487 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.04353863745927811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790005698800087 + ], + "opposite_logprob_tokens": [ + -2.579000473022461 + ], + "logprob_reward": -0.0790005698800087, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790005698800087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10429750382900238, + 0.13269375264644623, + 0.12274514138698578, + 0.03479452431201935, + 0.1406698375940323, + 0.10074158757925034, + 0.12444693595170975, + 0.07434279471635818, + 0.06386347860097885, + 0.10140448063611984 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.0790005698800087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810510411858559 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.03810510411858559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810510411858559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22928401827812195, + 0.0609850138425827, + 0.2587287724018097, + 0.07334630191326141, + 0.05325469747185707, + 0.0383136160671711, + 0.04574931040406227, + 0.06405458599328995, + 0.07231214642524719, + 0.10397153347730637 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.03810510411858559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329017035663128 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.02329017035663128, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329017035663128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10019659250974655, + 0.2051161229610443, + 0.08330093324184418, + 0.03708094730973244, + 0.1393129527568817, + 0.042625077068805695, + 0.0598127506673336, + 0.1009461060166359, + 0.06188277155160904, + 0.16972574591636658 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.02329017035663128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863910749554634 + ], + "opposite_logprob_tokens": [ + -3.0486390590667725 + ], + "logprob_reward": -0.04863910749554634, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863910749554634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0466405525803566, + 0.12580929696559906, + 0.04928693175315857, + 0.04042164236307144, + 0.08150433003902435, + 0.08558523654937744, + 0.13070617616176605, + 0.1159195676445961, + 0.10218767821788788, + 0.2219386249780655 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.04863910749554634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone shot begins, soaring gracefully and steadily forward, gliding over the ornate, upturned eaves of traditional Chinese roofs. Carved figures of circling dragons and mythical phoenixes adorn the dark, weathered wooden beams, their detailed textures highlighted by the soft, warm glow of the afternoon sun. Beneath the eaves, rows of deep green glazed tiles create a rhythmic, textured pattern that shimmers. As the camera continues its steady ascent and begins to tilt deliberately downward, it reveals the full, sprawling extent of a magnificent complex. A network of interconnected pavilions and covered walkways, supported by rich Tucson lacquer columns, unfolds across the landscape. The camera's aerial view then drifts over tranquil gardens, capturing a tranquil koi pond where vibrant orange and white fish swim beneath water lilies, and weeping willow branches gently brush the surface. The movement culminates in the unveiling of a hidden, secluded courtyard below, a pocket of perfect silence enclosed by high walls. In this sanctuary, moss grows between ancient flagstones, a gnarled potting pine lies in a heavy ceramic pot on a simple stone table, and the long, soft shadows cast by the surrounding buildings create a deep and contemplative atmosphere of timeless tranquility.", + "seed": 16641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_11/index_3049_seed_16641_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018672302737832068, + "vlm_logprob": -0.018672302737832068, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.018672302737832068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02084304392337799 + ], + "opposite_logprob_tokens": [ + -3.895843029022217 + ], + "logprob_reward": -0.02084304392337799, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02084304392337799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0462387353181839, + 0.04093407094478607, + 0.2058860808610916, + 0.07606164366006851, + 0.049922313541173935, + 0.09327630698680878, + 0.23713839054107666, + 0.07058166712522507, + 0.10222165286540985, + 0.0777391567826271 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.02084304392337799 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307185113430023 + ], + "opposite_logprob_tokens": [ + -3.168071746826172 + ], + "logprob_reward": -0.04307185113430023, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307185113430023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14034850895404816, + 0.04792388901114464, + 0.1782522350549698, + 0.036490920931100845, + 0.10334359854459763, + 0.07824686914682388, + 0.17853625118732452, + 0.056495167315006256, + 0.10141527652740479, + 0.0789472907781601 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.04307185113430023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631433662027121 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631433662027121, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631433662027121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041197795420885086, + 0.03929513320326805, + 0.13110560178756714, + 0.08905013650655746, + 0.050164494663476944, + 0.09422784298658371, + 0.3652951121330261, + 0.051033250987529755, + 0.0657835602760315, + 0.07284709811210632 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.007631433662027121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024071427062153816, + 0.03050033189356327, + 0.1451866775751114, + 0.09589020907878876, + 0.026923038065433502, + 0.060174476355314255, + 0.16322052478790283, + 0.08332046866416931, + 0.26495033502578735, + 0.10576256364583969 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video feature a high-angle drone shot that soars forward and glides over ornate, upturned eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are carved figures of circling dragons and mythical phoenixes visible on dark, weathered wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include rows of deep green glazed tiles that shimmer under the soft, warm glow of the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to reveal interconnected pavilions, covered walkways, and a tranquil koi pond with orange and white fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video conclude by unveiling a secluded courtyard with moss between ancient flagstones, a gnarled potting pine in a ceramic pot, and long soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188483357429504 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188483357429504, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188483357429504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04066421836614609, + 0.028166379779577255, + 0.10304073989391327, + 0.09885324537754059, + 0.05137817561626434, + 0.040920231491327286, + 0.04633358493447304, + 0.08814715594053268, + 0.24144640564918518, + 0.26104986667633057 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.014188483357429504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_tensor([8133, 8133])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_tensor([8133, 8133])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..967a3d1cd3138f17851399639ccd91c1b17bb71a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_tensor([8133, 8133])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "horizontal medium shot, starting from behind, captures a young woman wearing a faded blue denim jacket and a gray hoodie. A frayed rucksack rests at her feet, standing quietly between two tracks that stretch endlessly forward. Under the gloomy afternoon light, the rails reflect a cold metallic sheen, their foundation of sleepers and crushed ballast appearing rough and solid, flanked by dense, slightly withered grass. Her gaze fixates on the vanishing point where the tracks converge in the distance, her body almost motionless, as if lost in thought. The camera then steadily and slowly pulls back, a smooth and restrained process that gradually incorporates the wider, somewhat desolate countryside, with the distant telephone poles becoming part of the composition. As her figure gradually becomes smaller in the composition, the two straight railroad tracks become more and more prominent visually, guiding the audience's gaze to the unknown distance. The entire picture presents a calm and objective documentary texture, full of a tranquil narrative atmosphere about waiting, choices and journeys.", + "seed": 24970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_8133_seed_24970_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03146922485902905, + "vlm_logprob": -0.03146922485902905, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03146922485902905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030727500095963478 + ], + "opposite_logprob_tokens": [ + -3.5307273864746094 + ], + "logprob_reward": -0.030727500095963478, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030727500095963478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4049190282821655, + 0.057275399565696716, + 0.024429304525256157, + 0.027915462851524353, + 0.050344012677669525, + 0.025790991261601448, + 0.03455951064825058, + 0.050408735871315, + 0.17366236448287964, + 0.15069514513015747 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.030727500095963478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038111645728349686 + ], + "opposite_logprob_tokens": [ + -3.288111686706543 + ], + "logprob_reward": -0.038111645728349686, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038111645728349686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896095722913742, + 0.09091323614120483, + 0.05360036715865135, + 0.041144710034132004, + 0.034693509340286255, + 0.034121233969926834, + 0.03693968057632446, + 0.07545313984155655, + 0.29490503668785095, + 0.14861956238746643 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.038111645728349686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028190179727971554 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028190179727971554, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028190179727971554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0701429471373558, + 0.019184432923793793, + 0.026007216423749924, + 0.030107485130429268, + 0.08136636763811111, + 0.02066970057785511, + 0.08218148350715637, + 0.06826818734407425, + 0.42711496353149414, + 0.17495723068714142 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0028190179727971554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734649650752544 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734649650752544, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734649650752544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10315459966659546, + 0.028092242777347565, + 0.027232909575104713, + 0.026052122935652733, + 0.025306986644864082, + 0.023558484390378, + 0.09813842177391052, + 0.23022930324077606, + 0.1304825246334076, + 0.3077523410320282 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.006734649650752544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895331084728241 + ], + "opposite_logprob_tokens": [ + -2.578953266143799 + ], + "logprob_reward": -0.07895331084728241, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895331084728241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06789909303188324, + 0.04283686354756355, + 0.025165438652038574, + 0.04462570697069168, + 0.019433943554759026, + 0.023365600034594536, + 0.09290101379156113, + 0.07372261583805084, + 0.23459205031394958, + 0.37545764446258545 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.07895331084728241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, starting from behind, captures a young woman wearing a faded blue denim jacket and a gray hoodie. A frayed rucksack rests at her feet, standing quietly between two tracks that stretch endlessly forward. Under the gloomy afternoon light, the rails reflect a cold metallic sheen, their foundation of sleepers and crushed ballast appearing rough and solid, flanked by dense, slightly withered grass. Her gaze fixates on the vanishing point where the tracks converge in the distance, her body almost motionless, as if lost in thought. The camera then steadily and slowly pulls back, a smooth and restrained process that gradually incorporates the wider, somewhat desolate countryside, with the distant telephone poles becoming part of the composition. As her figure gradually becomes smaller in the composition, the two straight railroad tracks become more and more prominent visually, guiding the audience's gaze to the unknown distance. The entire picture presents a calm and objective documentary texture, full of a tranquil narrative atmosphere about waiting, choices and journeys.", + "seed": 24971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_8133_seed_24971_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042879344802349804, + "vlm_logprob": -0.042879344802349804, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.042879344802349804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0390319861471653 + ], + "opposite_logprob_tokens": [ + -3.289031982421875 + ], + "logprob_reward": -0.0390319861471653, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0390319861471653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5525287985801697, + 0.18021631240844727, + 0.03403501212596893, + 0.06261982768774033, + 0.029133042320609093, + 0.018965652212500572, + 0.03944942727684975, + 0.015540466643869877, + 0.039479173719882965, + 0.028032219037413597 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0390319861471653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033285617828369 + ], + "opposite_logprob_tokens": [ + -2.350332736968994 + ], + "logprob_reward": -0.10033285617828369, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033285617828369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26451626420021057, + 0.18796111643314362, + 0.16952386498451233, + 0.13484665751457214, + 0.03751490265130997, + 0.02381288632750511, + 0.028745930641889572, + 0.050251271575689316, + 0.055020999163389206, + 0.04780611768364906 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10033285617828369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019402741454541683 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019402741454541683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019402741454541683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40162599086761475, + 0.16209103167057037, + 0.10714513063430786, + 0.04222390055656433, + 0.030803710222244263, + 0.018548794090747833, + 0.14024636149406433, + 0.017433369532227516, + 0.04239829629659653, + 0.03748343139886856 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0019402741454541683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073797941207886 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073797941207886, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073797941207886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3577097952365875, + 0.13431745767593384, + 0.1290060579776764, + 0.06660882383584976, + 0.0849476084113121, + 0.014677283354103565, + 0.09991715103387833, + 0.025806747376918793, + 0.04250550642609596, + 0.04450361803174019 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011073797941207886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062017809599637985 + ], + "opposite_logprob_tokens": [ + -2.8120179176330566 + ], + "logprob_reward": -0.062017809599637985, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062017809599637985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509535253047943, + 0.06778022646903992, + 0.052877478301525116, + 0.06852365285158157, + 0.029098721221089363, + 0.09694602340459824, + 0.1268312633037567, + 0.02647266536951065, + 0.1520698070526123, + 0.1284465491771698 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.062017809599637985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, starting from behind, captures a young woman wearing a faded blue denim jacket and a gray hoodie. A frayed rucksack rests at her feet, standing quietly between two tracks that stretch endlessly forward. Under the gloomy afternoon light, the rails reflect a cold metallic sheen, their foundation of sleepers and crushed ballast appearing rough and solid, flanked by dense, slightly withered grass. Her gaze fixates on the vanishing point where the tracks converge in the distance, her body almost motionless, as if lost in thought. The camera then steadily and slowly pulls back, a smooth and restrained process that gradually incorporates the wider, somewhat desolate countryside, with the distant telephone poles becoming part of the composition. As her figure gradually becomes smaller in the composition, the two straight railroad tracks become more and more prominent visually, guiding the audience's gaze to the unknown distance. The entire picture presents a calm and objective documentary texture, full of a tranquil narrative atmosphere about waiting, choices and journeys.", + "seed": 24972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_8133_seed_24972_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05877114599570632, + "vlm_logprob": -0.05877114599570632, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.05877114599570632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027395622804760933 + ], + "opposite_logprob_tokens": [ + -3.652395725250244 + ], + "logprob_reward": -0.027395622804760933, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027395622804760933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28377169370651245, + 0.06584301590919495, + 0.058571308851242065, + 0.08489508181810379, + 0.04824765399098396, + 0.09207426756620407, + 0.10444412380456924, + 0.08474484831094742, + 0.09894927591085434, + 0.07845872640609741 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.027395622804760933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867726191878319 + ], + "opposite_logprob_tokens": [ + -3.0486772060394287 + ], + "logprob_reward": -0.04867726191878319, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867726191878319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2942751348018646, + 0.0960908979177475, + 0.0640190988779068, + 0.06228391081094742, + 0.04729284718632698, + 0.027104323729872704, + 0.046396978199481964, + 0.05937312915921211, + 0.11166849732398987, + 0.1914951652288437 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04867726191878319 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076275295577943325 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.0076275295577943325, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076275295577943325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1894768327474594, + 0.02945351041853428, + 0.041437793523073196, + 0.12262015789747238, + 0.025441406294703484, + 0.022834721952676773, + 0.051693256944417953, + 0.020030980929732323, + 0.054060425609350204, + 0.44295087456703186 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0076275295577943325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635558187961578 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635558187961578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635558187961578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1527797132730484, + 0.048893555998802185, + 0.06321457773447037, + 0.10716990381479263, + 0.04951459541916847, + 0.03944476693868637, + 0.0490817092359066, + 0.026522837579250336, + 0.05075710266828537, + 0.41262128949165344 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.008635558187961578 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20151975750923157 + ], + "opposite_logprob_tokens": [ + -1.7015197277069092 + ], + "logprob_reward": -0.20151975750923157, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20151975750923157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12878800928592682, + 0.05963785946369171, + 0.053342800587415695, + 0.07627776265144348, + 0.06293538957834244, + 0.08169610053300858, + 0.06287340074777603, + 0.03650197759270668, + 0.08243227005004883, + 0.35551437735557556 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.20151975750923157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, starting from behind, captures a young woman wearing a faded blue denim jacket and a gray hoodie. A frayed rucksack rests at her feet, standing quietly between two tracks that stretch endlessly forward. Under the gloomy afternoon light, the rails reflect a cold metallic sheen, their foundation of sleepers and crushed ballast appearing rough and solid, flanked by dense, slightly withered grass. Her gaze fixates on the vanishing point where the tracks converge in the distance, her body almost motionless, as if lost in thought. The camera then steadily and slowly pulls back, a smooth and restrained process that gradually incorporates the wider, somewhat desolate countryside, with the distant telephone poles becoming part of the composition. As her figure gradually becomes smaller in the composition, the two straight railroad tracks become more and more prominent visually, guiding the audience's gaze to the unknown distance. The entire picture presents a calm and objective documentary texture, full of a tranquil narrative atmosphere about waiting, choices and journeys.", + "seed": 24973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_12/index_8133_seed_24973_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045975086325779554, + "vlm_logprob": -0.045975086325779554, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.045975086325779554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03099415823817253 + ], + "opposite_logprob_tokens": [ + -3.530994176864624 + ], + "logprob_reward": -0.03099415823817253, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03099415823817253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15866580605506897, + 0.03630545362830162, + 0.0384708046913147, + 0.09927281737327576, + 0.44869598746299744, + 0.06046392768621445, + 0.03197980299592018, + 0.060786206275224686, + 0.030072497203946114, + 0.035286691039800644 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03099415823817253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003280058503151 + ], + "opposite_logprob_tokens": [ + -2.350327968597412 + ], + "logprob_reward": -0.1003280058503151, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003280058503151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12742574512958527, + 0.0523507297039032, + 0.0697324201464653, + 0.11309777945280075, + 0.30916568636894226, + 0.08236877620220184, + 0.10692740976810455, + 0.037716422230005264, + 0.03561362251639366, + 0.06560136377811432 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.1003280058503151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817948115989566 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002817948115989566, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817948115989566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13393527269363403, + 0.047439225018024445, + 0.04835343733429909, + 0.06678996235132217, + 0.2719976007938385, + 0.12162735313177109, + 0.04609706252813339, + 0.06200249493122101, + 0.06182776018977165, + 0.1399298459291458 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.002817948115989566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24194271862506866, + 0.09861171245574951, + 0.032082732766866684, + 0.04607587307691574, + 0.2193901091814041, + 0.05538364127278328, + 0.06590548157691956, + 0.060945674777030945, + 0.04229087010025978, + 0.1373712420463562 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman wearing a faded blue denim jacket and a gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a frayed rucksack visible resting at the woman's feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature endless railroad tracks with a cold metallic sheen, sleepers, and crushed ballast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by dense, slightly withered grass and distant telephone poles under gloomy afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from behind the woman and steadily pull back to reveal the wider countryside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900031447410583 + ], + "opposite_logprob_tokens": [ + -2.4640002250671387 + ], + "logprob_reward": -0.08900031447410583, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900031447410583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09101119637489319, + 0.047343574464321136, + 0.12110581994056702, + 0.10181108862161636, + 0.22599773108959198, + 0.08121431618928909, + 0.06624249368906021, + 0.07530699670314789, + 0.09633886069059372, + 0.09362795203924179 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.08900031447410583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_tensor([6116, 6116])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_tensor([6116, 6116])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10652e34e39d1700e1d6234ebe8002adee33d8ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_tensor([6116, 6116])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a slightly upward angle, captures a unique 8-bit pixel art style. An elderly woman with silver hair tied back in a simple bun, her cheeks etched with deep wrinkles carved by time, her entire form composed of distinct, pixelated blocks of varying sizes. She wears a faded indigo-blue coarse cloth blouse and dark gray trousers, the folds and texture of the clothing rendered pixelatedly. She stands in an ancient courtyard constructed entirely of pixels, the ground paved with stone slabs of varying shades of gray. A mottled blue brick wall forms the backdrop, and an ancient tree with gnarled branches stands in one corner. She clutches a long bamboo broom, the handle and stalk also distinctly pixelated. She sweeps the broom slowly and forcefully from her side in a wide arc, her movements imbued with a steady rhythm. As she swung, the scattered leaves, composed of yellow, orange, and red pixels, gathered steadily. Each swing created a unique visual effect of the pixels gently colliding and recombining. The soft autumn afternoon sunlight slanted down, casting the elongated, jagged, pixelated shadows of the old woman and the ancient tree on the ground. The entire scene, dominated by calming grays and browns, was punctuated by the warm colors of the fallen leaves, creating a tranquil, focused atmosphere with a touch of nostalgia reminiscent of retro gaming aesthetics.", + "seed": 26067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_6116_seed_26067_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1461190463975072, + "vlm_logprob": -0.1461190463975072, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.1461190463975072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6399890184402466 + ], + "opposite_logprob_tokens": [ + -0.7649890184402466 + ], + "logprob_reward": -0.6399890184402466, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6399890184402466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3816428780555725, + 0.0883561447262764, + 0.06132853776216507, + 0.056658826768398285, + 0.051618319004774094, + 0.04941108077764511, + 0.16389814019203186, + 0.04321523383259773, + 0.046092402189970016, + 0.05777845159173012 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.6399890184402466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604027435183525 + ], + "opposite_logprob_tokens": [ + -3.895604133605957 + ], + "logprob_reward": -0.020604027435183525, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604027435183525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31590163707733154, + 0.08755282312631607, + 0.09995079785585403, + 0.09454354643821716, + 0.06543800234794617, + 0.06972041726112366, + 0.054745446890592575, + 0.054273821413517, + 0.03387917950749397, + 0.1239943578839302 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.020604027435183525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638276718556881 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638276718556881, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638276718556881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2151319831609726, + 0.0998992770910263, + 0.07721653580665588, + 0.1341094821691513, + 0.05918082967400551, + 0.06058995798230171, + 0.11814083158969879, + 0.05172694846987724, + 0.03556135669350624, + 0.14844277501106262 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.008638276718556881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327980473637581 + ], + "opposite_logprob_tokens": [ + -3.773279905319214 + ], + "logprob_reward": -0.02327980473637581, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327980473637581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09057024121284485, + 0.11623924225568771, + 0.0478716678917408, + 0.2034231424331665, + 0.14792048931121826, + 0.09143199026584625, + 0.09047584980726242, + 0.08641228824853897, + 0.06425268203020096, + 0.06140247732400894 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.02327980473637581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808410465717316 + ], + "opposite_logprob_tokens": [ + -3.288084030151367 + ], + "logprob_reward": -0.03808410465717316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808410465717316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2712286114692688, + 0.12299294769763947, + 0.09825043380260468, + 0.06562347710132599, + 0.08772025257349014, + 0.0368688628077507, + 0.043069999665021896, + 0.05637015029788017, + 0.05668184533715248, + 0.161193385720253 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03808410465717316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, captures a unique 8-bit pixel art style. An elderly woman with silver hair tied back in a simple bun, her cheeks etched with deep wrinkles carved by time, her entire form composed of distinct, pixelated blocks of varying sizes. She wears a faded indigo-blue coarse cloth blouse and dark gray trousers, the folds and texture of the clothing rendered pixelatedly. She stands in an ancient courtyard constructed entirely of pixels, the ground paved with stone slabs of varying shades of gray. A mottled blue brick wall forms the backdrop, and an ancient tree with gnarled branches stands in one corner. She clutches a long bamboo broom, the handle and stalk also distinctly pixelated. She sweeps the broom slowly and forcefully from her side in a wide arc, her movements imbued with a steady rhythm. As she swung, the scattered leaves, composed of yellow, orange, and red pixels, gathered steadily. Each swing created a unique visual effect of the pixels gently colliding and recombining. The soft autumn afternoon sunlight slanted down, casting the elongated, jagged, pixelated shadows of the old woman and the ancient tree on the ground. The entire scene, dominated by calming grays and browns, was punctuated by the warm colors of the fallen leaves, creating a tranquil, focused atmosphere with a touch of nostalgia reminiscent of retro gaming aesthetics.", + "seed": 26068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_6116_seed_26068_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.30645243637263775, + "vlm_logprob": -0.30645243637263775, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.30645243637263775, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4121809005737305 + ], + "opposite_logprob_tokens": [ + -0.28718093037605286 + ], + "logprob_reward": -1.4121809005737305, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4121809005737305, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2878666818141937, + 0.12340689450502396, + 0.11161036789417267, + 0.029609093442559242, + 0.05012471228837967, + 0.04401182010769844, + 0.1589779406785965, + 0.09328754246234894, + 0.06431042402982712, + 0.0367945097386837 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.4121809005737305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316606879234314 + ], + "opposite_logprob_tokens": [ + -3.7733166217803955 + ], + "logprob_reward": -0.023316606879234314, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316606879234314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28696438670158386, + 0.11886070668697357, + 0.09066011011600494, + 0.049039196223020554, + 0.03285518288612366, + 0.053902819752693176, + 0.10701880604028702, + 0.1258370280265808, + 0.07304073870182037, + 0.06182098761200905 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023316606879234314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058476023375988 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.02058476023375988, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058476023375988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3993038237094879, + 0.0700027272105217, + 0.05802195146679878, + 0.12031184136867523, + 0.03929247707128525, + 0.0816832110285759, + 0.05889127776026726, + 0.10195356607437134, + 0.03253081068396568, + 0.038008250296115875 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.02058476023375988 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809179365634918 + ], + "opposite_logprob_tokens": [ + -3.2880918979644775 + ], + "logprob_reward": -0.03809179365634918, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809179365634918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15760837495326996, + 0.07295402884483337, + 0.06444112956523895, + 0.11233362555503845, + 0.0849858820438385, + 0.08804073929786682, + 0.13195286691188812, + 0.10087373852729797, + 0.15456554293632507, + 0.0322440005838871 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.03809179365634918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380881205201149 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.0380881205201149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380881205201149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17522172629833221, + 0.1775226593017578, + 0.07221437245607376, + 0.0588822104036808, + 0.0650637149810791, + 0.08089327812194824, + 0.14057821035385132, + 0.08615944534540176, + 0.05778701230883598, + 0.08567735552787781 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0380881205201149 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, captures a unique 8-bit pixel art style. An elderly woman with silver hair tied back in a simple bun, her cheeks etched with deep wrinkles carved by time, her entire form composed of distinct, pixelated blocks of varying sizes. She wears a faded indigo-blue coarse cloth blouse and dark gray trousers, the folds and texture of the clothing rendered pixelatedly. She stands in an ancient courtyard constructed entirely of pixels, the ground paved with stone slabs of varying shades of gray. A mottled blue brick wall forms the backdrop, and an ancient tree with gnarled branches stands in one corner. She clutches a long bamboo broom, the handle and stalk also distinctly pixelated. She sweeps the broom slowly and forcefully from her side in a wide arc, her movements imbued with a steady rhythm. As she swung, the scattered leaves, composed of yellow, orange, and red pixels, gathered steadily. Each swing created a unique visual effect of the pixels gently colliding and recombining. The soft autumn afternoon sunlight slanted down, casting the elongated, jagged, pixelated shadows of the old woman and the ancient tree on the ground. The entire scene, dominated by calming grays and browns, was punctuated by the warm colors of the fallen leaves, creating a tranquil, focused atmosphere with a touch of nostalgia reminiscent of retro gaming aesthetics.", + "seed": 26069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_6116_seed_26069_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28950231075286864, + "vlm_logprob": -0.28950231075286864, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.28950231075286864, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.315968632698059 + ], + "opposite_logprob_tokens": [ + -0.31596866250038147 + ], + "logprob_reward": -1.315968632698059, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.315968632698059, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6155340075492859, + 0.011729798279702663, + 0.013399040326476097, + 0.011706311255693436, + 0.012713376432657242, + 0.06938286125659943, + 0.06227194517850876, + 0.1805388331413269, + 0.006050179246813059, + 0.016673682257533073 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -1.315968632698059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608816295862198 + ], + "opposite_logprob_tokens": [ + -3.895608901977539 + ], + "logprob_reward": -0.020608816295862198, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608816295862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6990207433700562, + 0.02346385270357132, + 0.01258451584726572, + 0.008926132693886757, + 0.022892428562045097, + 0.03840214014053345, + 0.04553500562906265, + 0.028099972754716873, + 0.026670897379517555, + 0.0944041982293129 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.020608816295862198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810475766658783 + ], + "opposite_logprob_tokens": [ + -3.288104772567749 + ], + "logprob_reward": -0.03810475766658783, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810475766658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7252538204193115, + 0.014490857720375061, + 0.01795078255236149, + 0.0226579662412405, + 0.014749611727893353, + 0.012658891268074512, + 0.048394255340099335, + 0.01675722375512123, + 0.01543447282165289, + 0.11165216565132141 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03810475766658783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304421693086624 + ], + "opposite_logprob_tokens": [ + -3.168044328689575 + ], + "logprob_reward": -0.04304421693086624, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304421693086624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5173741579055786, + 0.03621790185570717, + 0.034027568995952606, + 0.015725838020443916, + 0.024760443717241287, + 0.18557171523571014, + 0.05177648738026619, + 0.04012103006243706, + 0.05802776291966438, + 0.0363970510661602 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.04304421693086624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978513017296791 + ], + "opposite_logprob_tokens": [ + -3.52978515625 + ], + "logprob_reward": -0.02978513017296791, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978513017296791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6141597032546997, + 0.008783157914876938, + 0.011045468039810658, + 0.007667805068194866, + 0.007857073098421097, + 0.06062731146812439, + 0.038076549768447876, + 0.01402830146253109, + 0.021267304196953773, + 0.2164873629808426 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02978513017296791 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, captures a unique 8-bit pixel art style. An elderly woman with silver hair tied back in a simple bun, her cheeks etched with deep wrinkles carved by time, her entire form composed of distinct, pixelated blocks of varying sizes. She wears a faded indigo-blue coarse cloth blouse and dark gray trousers, the folds and texture of the clothing rendered pixelatedly. She stands in an ancient courtyard constructed entirely of pixels, the ground paved with stone slabs of varying shades of gray. A mottled blue brick wall forms the backdrop, and an ancient tree with gnarled branches stands in one corner. She clutches a long bamboo broom, the handle and stalk also distinctly pixelated. She sweeps the broom slowly and forcefully from her side in a wide arc, her movements imbued with a steady rhythm. As she swung, the scattered leaves, composed of yellow, orange, and red pixels, gathered steadily. Each swing created a unique visual effect of the pixels gently colliding and recombining. The soft autumn afternoon sunlight slanted down, casting the elongated, jagged, pixelated shadows of the old woman and the ancient tree on the ground. The entire scene, dominated by calming grays and browns, was punctuated by the warm colors of the fallen leaves, creating a tranquil, focused atmosphere with a touch of nostalgia reminiscent of retro gaming aesthetics.", + "seed": 26070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_13/index_6116_seed_26070_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31142945121973753, + "vlm_logprob": -0.31142945121973753, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.31142945121973753, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.410045862197876 + ], + "opposite_logprob_tokens": [ + -0.285045862197876 + ], + "logprob_reward": -1.410045862197876, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.410045862197876, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4807087182998657, + 0.07570455968379974, + 0.05867047980427742, + 0.03518446162343025, + 0.044564589858055115, + 0.03003852069377899, + 0.12884388864040375, + 0.04179013893008232, + 0.06219834089279175, + 0.04229623079299927 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.410045862197876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373014181852341 + ], + "opposite_logprob_tokens": [ + -3.4087300300598145 + ], + "logprob_reward": -0.03373014181852341, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373014181852341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.353456050157547, + 0.11301351338624954, + 0.04457017779350281, + 0.04915427416563034, + 0.041088975965976715, + 0.019410504028201103, + 0.20601843297481537, + 0.045528434216976166, + 0.06584348529577255, + 0.06191616877913475 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03373014181852341 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3558037281036377, + 0.10578444600105286, + 0.09029221534729004, + 0.047896258533000946, + 0.06815305352210999, + 0.04293691739439964, + 0.08076009899377823, + 0.10572535544633865, + 0.03359201177954674, + 0.06905588507652283 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494290217757225 + ], + "opposite_logprob_tokens": [ + -2.9299428462982178 + ], + "logprob_reward": -0.05494290217757225, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494290217757225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15074588358402252, + 0.08033112436532974, + 0.08355126529932022, + 0.12836480140686035, + 0.1444777101278305, + 0.047624796628952026, + 0.2219696193933487, + 0.03283684700727463, + 0.07099723815917969, + 0.03910066559910774 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.05494290217757225 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly woman with silver hair in a bun wearing an indigo-blue blouse and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient courtyard with a mottled blue brick wall and an ancient tree in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman sweeping a long bamboo broom in a wide arc from her side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643991351127625 + ], + "opposite_logprob_tokens": [ + -3.0486440658569336 + ], + "logprob_reward": -0.048643991351127625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643991351127625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13225190341472626, + 0.055477943271398544, + 0.030055060982704163, + 0.047507788985967636, + 0.03536268323659897, + 0.04423551261425018, + 0.4079711139202118, + 0.16410018503665924, + 0.0343303456902504, + 0.048707444220781326 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.048643991351127625 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_tensor([29, 29])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_tensor([29, 29])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7002202b96755ab420fb72645952bc62e8a7ff33 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_tensor([29, 29])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, graceful, low-angle, arcing shot centers around a petite, Gothic vampire as she deliberately descends a grand, shadowy staircase. The entire scene is rendered in a distinctive muted splash art style, with a desaturated palette of charcoal grays and deep blacks dramatically punctuated by abstract splashes and drips of scarlet color, staining the air and surfaces. Her flowing silver hair, catching the faint light, cascades over her shoulders, contrasting starkly with her delicate, floor-length, ruffled dress, crafted from black velvet and layers of delicate, tattered lace. As the camera swivels, it maintains a close focus on her face, revealing pale, porcelain skin and, most importantly, her glowing red eyes, burning with an intense, predatory light that casts a faint, eerie glow across her sharp features. She moves with a fluid, almost weightless grace, one hand gently trailing along the ornate, cold cast-iron railing of the massive stone staircase, her expression a perfect mask of aristocratic aloofness. The deep shadows of the vast hall wriggled and danced around her, and the hems of her gown whispered with every silent step, creating an atmosphere of dangerous yet alluring, timeless elegance.", + "seed": 28168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_29_seed_28168_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04233350274153054, + "vlm_logprob": -0.04233350274153054, + "vlm_yes_no_margin": 3.825000023841858, + "vlm_token_credit": -0.04233350274153054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14421023428440094 + ], + "opposite_logprob_tokens": [ + -2.0192103385925293 + ], + "logprob_reward": -0.14421023428440094, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14421023428440094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140459805727005, + 0.12338853627443314, + 0.08213688433170319, + 0.11249829083681107, + 0.07021398097276688, + 0.07034613937139511, + 0.045819032937288284, + 0.059247083961963654, + 0.11215942353010178, + 0.1837308555841446 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.14421023428440094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300303146243095 + ], + "opposite_logprob_tokens": [ + -3.7733004093170166 + ], + "logprob_reward": -0.023300303146243095, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300303146243095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09128927439451218, + 0.04878503084182739, + 0.04359171912074089, + 0.037699371576309204, + 0.07043112069368362, + 0.05490131676197052, + 0.036824896931648254, + 0.05817265808582306, + 0.07967950403690338, + 0.4786251187324524 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.023300303146243095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036140859592705965 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036140859592705965, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036140859592705965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.249358132481575, + 0.15376783907413483, + 0.11835576593875885, + 0.04792547598481178, + 0.1527845561504364, + 0.048123158514499664, + 0.05869986489415169, + 0.04344002902507782, + 0.03948931768536568, + 0.08805584907531738 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0036140859592705965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205054379999638 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014205054379999638, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205054379999638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19506613910198212, + 0.0555538535118103, + 0.054578814655542374, + 0.1417197734117508, + 0.14841383695602417, + 0.07307851314544678, + 0.04663025587797165, + 0.03466552868485451, + 0.08663050085306168, + 0.16366280615329742 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.014205054379999638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633783593773842 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633783593773842, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633783593773842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11818978190422058, + 0.10242011398077011, + 0.10107985883951187, + 0.14979635179042816, + 0.09979399293661118, + 0.09727143496274948, + 0.057603273540735245, + 0.06209639087319374, + 0.10441520065069199, + 0.10733363777399063 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.02633783593773842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful, low-angle, arcing shot centers around a petite, Gothic vampire as she deliberately descends a grand, shadowy staircase. The entire scene is rendered in a distinctive muted splash art style, with a desaturated palette of charcoal grays and deep blacks dramatically punctuated by abstract splashes and drips of scarlet color, staining the air and surfaces. Her flowing silver hair, catching the faint light, cascades over her shoulders, contrasting starkly with her delicate, floor-length, ruffled dress, crafted from black velvet and layers of delicate, tattered lace. As the camera swivels, it maintains a close focus on her face, revealing pale, porcelain skin and, most importantly, her glowing red eyes, burning with an intense, predatory light that casts a faint, eerie glow across her sharp features. She moves with a fluid, almost weightless grace, one hand gently trailing along the ornate, cold cast-iron railing of the massive stone staircase, her expression a perfect mask of aristocratic aloofness. The deep shadows of the vast hall wriggled and danced around her, and the hems of her gown whispered with every silent step, creating an atmosphere of dangerous yet alluring, timeless elegance.", + "seed": 28169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_29_seed_28169_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03290266236290336, + "vlm_logprob": -0.03290266236290336, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03290266236290336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08945552259683609 + ], + "opposite_logprob_tokens": [ + -2.4644556045532227 + ], + "logprob_reward": -0.08945552259683609, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08945552259683609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20538920164108276, + 0.13111914694309235, + 0.06188487261533737, + 0.14413419365882874, + 0.08963598310947418, + 0.06259084492921829, + 0.060684289783239365, + 0.10258396714925766, + 0.06071282923221588, + 0.0812646895647049 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.08945552259683609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306088760495186 + ], + "opposite_logprob_tokens": [ + -3.168060779571533 + ], + "logprob_reward": -0.04306088760495186, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306088760495186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1259722113609314, + 0.11860606074333191, + 0.1265040934085846, + 0.0762101262807846, + 0.10942989587783813, + 0.06246291846036911, + 0.06477367132902145, + 0.15713268518447876, + 0.07380978763103485, + 0.08509853482246399 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.04306088760495186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067332289181649685 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.0067332289181649685, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067332289181649685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3239564001560211, + 0.1186719611287117, + 0.055819325149059296, + 0.12293735146522522, + 0.06830254197120667, + 0.046820253133773804, + 0.03275647759437561, + 0.12162929773330688, + 0.05408959835767746, + 0.05501677095890045 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0067332289181649685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196122996509075 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196122996509075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196122996509075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08706790953874588, + 0.04237901419401169, + 0.07706969976425171, + 0.1142570897936821, + 0.07298319041728973, + 0.047659993171691895, + 0.07984625548124313, + 0.2536069452762604, + 0.08364912122488022, + 0.1414807140827179 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.014196122996509075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106754969805479 + ], + "opposite_logprob_tokens": [ + -4.5110673904418945 + ], + "logprob_reward": -0.01106754969805479, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106754969805479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05143622308969498, + 0.10023041069507599, + 0.10158132016658783, + 0.10437575727701187, + 0.07583592087030411, + 0.1673320233821869, + 0.08205710351467133, + 0.1060117557644844, + 0.16159792244434357, + 0.04954153671860695 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.01106754969805479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful, low-angle, arcing shot centers around a petite, Gothic vampire as she deliberately descends a grand, shadowy staircase. The entire scene is rendered in a distinctive muted splash art style, with a desaturated palette of charcoal grays and deep blacks dramatically punctuated by abstract splashes and drips of scarlet color, staining the air and surfaces. Her flowing silver hair, catching the faint light, cascades over her shoulders, contrasting starkly with her delicate, floor-length, ruffled dress, crafted from black velvet and layers of delicate, tattered lace. As the camera swivels, it maintains a close focus on her face, revealing pale, porcelain skin and, most importantly, her glowing red eyes, burning with an intense, predatory light that casts a faint, eerie glow across her sharp features. She moves with a fluid, almost weightless grace, one hand gently trailing along the ornate, cold cast-iron railing of the massive stone staircase, her expression a perfect mask of aristocratic aloofness. The deep shadows of the vast hall wriggled and danced around her, and the hems of her gown whispered with every silent step, creating an atmosphere of dangerous yet alluring, timeless elegance.", + "seed": 28170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_29_seed_28170_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02461656155064702, + "vlm_logprob": -0.02461656155064702, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02461656155064702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07975868880748749 + ], + "opposite_logprob_tokens": [ + -2.579758644104004 + ], + "logprob_reward": -0.07975868880748749, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07975868880748749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1139940544962883, + 0.05762287229299545, + 0.031446292996406555, + 0.14545592665672302, + 0.09376505017280579, + 0.08252367377281189, + 0.18380969762802124, + 0.08049967885017395, + 0.06307189911603928, + 0.14781084656715393 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.07975868880748749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10550349950790405, + 0.033951129764318466, + 0.053991224616765976, + 0.07493442296981812, + 0.029022011905908585, + 0.08562639355659485, + 0.14911706745624542, + 0.03179056569933891, + 0.026907531544566154, + 0.4091561734676361 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.018190348520874977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21830381453037262, + 0.09911780059337616, + 0.14364643394947052, + 0.13389383256435394, + 0.04985366389155388, + 0.06755929440259933, + 0.09754598140716553, + 0.0374547615647316, + 0.03291889652609825, + 0.11970548331737518 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0028173536993563175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17057612538337708, + 0.07902832329273224, + 0.05015122890472412, + 0.11832734197378159, + 0.058608073741197586, + 0.11350792646408081, + 0.19716602563858032, + 0.03846936672925949, + 0.05379685387015343, + 0.12036873400211334 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531821615993977 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531821615993977, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531821615993977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08440272510051727, + 0.053108956664800644, + 0.05514047294855118, + 0.12690572440624237, + 0.07382362335920334, + 0.10843540728092194, + 0.15156565606594086, + 0.09562934190034866, + 0.07241836190223694, + 0.17856977880001068 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.012531821615993977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful, low-angle, arcing shot centers around a petite, Gothic vampire as she deliberately descends a grand, shadowy staircase. The entire scene is rendered in a distinctive muted splash art style, with a desaturated palette of charcoal grays and deep blacks dramatically punctuated by abstract splashes and drips of scarlet color, staining the air and surfaces. Her flowing silver hair, catching the faint light, cascades over her shoulders, contrasting starkly with her delicate, floor-length, ruffled dress, crafted from black velvet and layers of delicate, tattered lace. As the camera swivels, it maintains a close focus on her face, revealing pale, porcelain skin and, most importantly, her glowing red eyes, burning with an intense, predatory light that casts a faint, eerie glow across her sharp features. She moves with a fluid, almost weightless grace, one hand gently trailing along the ornate, cold cast-iron railing of the massive stone staircase, her expression a perfect mask of aristocratic aloofness. The deep shadows of the vast hall wriggled and danced around her, and the hems of her gown whispered with every silent step, creating an atmosphere of dangerous yet alluring, timeless elegance.", + "seed": 28171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_14/index_29_seed_28171_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02242327546700835, + "vlm_logprob": -0.02242327546700835, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02242327546700835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03394022956490517 + ], + "opposite_logprob_tokens": [ + -3.408940315246582 + ], + "logprob_reward": -0.03394022956490517, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03394022956490517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21490584313869476, + 0.13636930286884308, + 0.04598456993699074, + 0.03927444666624069, + 0.08030122518539429, + 0.12349432706832886, + 0.09354699403047562, + 0.08389609307050705, + 0.09334291517734528, + 0.08888422697782516 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03394022956490517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495847016572952 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495847016572952, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495847016572952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15720537304878235, + 0.10703454166650772, + 0.022658349946141243, + 0.05163416638970375, + 0.08850003778934479, + 0.088006891310215, + 0.09744144231081009, + 0.17202109098434448, + 0.13096384704113007, + 0.08453419804573059 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.05495847016572952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945378448814154 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945378448814154, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945378448814154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3713874816894531, + 0.0688193067908287, + 0.047175273299217224, + 0.03966354951262474, + 0.0755355954170227, + 0.044544633477926254, + 0.04232129454612732, + 0.03615929186344147, + 0.2468501329421997, + 0.02754347212612629 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.005945378448814154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07417535781860352, + 0.04442060738801956, + 0.03424869850277901, + 0.09186942130327225, + 0.060485754162073135, + 0.04150749742984772, + 0.09518623352050781, + 0.12942996621131897, + 0.36679086089134216, + 0.06188567355275154 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.008639458566904068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a petite Gothic vampire with flowing silver hair and glowing red eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a floor-length black velvet dress with tattered lace details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand, shadowy hall featuring a massive stone staircase with an ornate cast-iron railing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a muted splash art with a desaturated palette of charcoal grays and blacks punctuated by abstract scarlet splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, graceful, low-angle arcing shot that swivels while maintaining close focus on the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863284058868885 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.00863284058868885, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863284058868885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13083188235759735, + 0.07973016798496246, + 0.09402798116207123, + 0.1243937611579895, + 0.12018907815217972, + 0.10440928488969803, + 0.0702456682920456, + 0.059415534138679504, + 0.14000019431114197, + 0.07675644755363464 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.00863284058868885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_tensor([6999, 6999])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_tensor([6999, 6999])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c1cff2047ec675306d07391145ea67165dc4b773 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_tensor([6999, 6999])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot, shot from a level angle, transports us to the heart of a deep and tranquil bamboo forest, where two swordsmen in ancient Chinese costumes engage in a tense standoff. On the left stands a middle-aged swordsman, approximately forty, with a resolute countenance. His long hair is tied back with a simple dark cloth, a few loose strands adorning his weathered face. He wears a form-fitting, dark blue cotton and linen samurai uniform, the collar and cuffs showing visible signs of wear. In his right hand, he tightly grasps a long, narrow, ancient sword that gleams with a chilling gleam. He leans forward slightly, his legs firmly planted on the leaf-strewn ground, his eyes sharp as an eagle's, fixed firmly on his opponent. He faced off against a handsome young swordsman, clad in a flowing, pure white robe that contrasted sharply with the surrounding emerald green. A wide black belt cinched his waist, and his long, unbound, raven hair swayed slightly in the breeze. He held his sword with both hands, the tip pointed diagonally toward the ground, the red silk ribbon wrapped around the hilt swaying gently in the breeze. His expression was solemn, his lips pursed, revealing the nervousness and determination of a newborn calf. Towering emerald green bamboos formed a natural barrier, isolating them from the world. The afternoon sun filtered through the gaps between the dense leaves, casting a variegated, ever-shifting light and shadow on the ground and on them. In the space a few steps between them, a few withered yellow bamboo leaves were slowly falling in an almost frozen slow motion. One of them brushed silently against the young swordsman's shoulder, but he did not move at all. The whole scene was filled with a suffocatingly quiet and tense atmosphere, as if the air had solidified, just waiting for the life-and-death duel that was about to break out.", + "seed": 8551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_6999_seed_8551_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03752494789659977, + "vlm_logprob": -0.03752494789659977, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03752494789659977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008800884708762169 + ], + "opposite_logprob_tokens": [ + -4.883800983428955 + ], + "logprob_reward": -0.008800884708762169, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008800884708762169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22930343449115753, + 0.03224606812000275, + 0.06796833127737045, + 0.04652627930045128, + 0.0487915500998497, + 0.058803241699934006, + 0.10654672235250473, + 0.08254431933164597, + 0.24508878588676453, + 0.08218128979206085 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.008800884708762169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978671945631504 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.00978671945631504, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978671945631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1832689493894577, + 0.3352283537387848, + 0.18911238014698029, + 0.059233248233795166, + 0.03263198956847191, + 0.03615272045135498, + 0.039525531232357025, + 0.02964969538152218, + 0.06538185477256775, + 0.029815329238772392 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.00978671945631504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899627089500427 + ], + "opposite_logprob_tokens": [ + -2.578996181488037 + ], + "logprob_reward": -0.07899627089500427, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899627089500427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41784536838531494, + 0.15136420726776123, + 0.11882373690605164, + 0.041428450495004654, + 0.043368950486183167, + 0.04028395935893059, + 0.021942833438515663, + 0.06263943761587143, + 0.05726313218474388, + 0.04503990337252617 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07899627089500427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076981201767921 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076981201767921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076981201767921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2252284586429596, + 0.09677933156490326, + 0.10364688187837601, + 0.038054224103689194, + 0.08579017966985703, + 0.06405806541442871, + 0.10723011195659637, + 0.09643995761871338, + 0.09386686980724335, + 0.08890589326620102 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.011076981201767921 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896388322114944 + ], + "opposite_logprob_tokens": [ + -2.5789639949798584 + ], + "logprob_reward": -0.07896388322114944, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896388322114944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21954260766506195, + 0.12221457809209824, + 0.15017670392990112, + 0.0781605914235115, + 0.05735095590353012, + 0.06608099490404129, + 0.05229859799146652, + 0.08615154772996902, + 0.09415409713983536, + 0.0738692358136177 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07896388322114944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot, shot from a level angle, transports us to the heart of a deep and tranquil bamboo forest, where two swordsmen in ancient Chinese costumes engage in a tense standoff. On the left stands a middle-aged swordsman, approximately forty, with a resolute countenance. His long hair is tied back with a simple dark cloth, a few loose strands adorning his weathered face. He wears a form-fitting, dark blue cotton and linen samurai uniform, the collar and cuffs showing visible signs of wear. In his right hand, he tightly grasps a long, narrow, ancient sword that gleams with a chilling gleam. He leans forward slightly, his legs firmly planted on the leaf-strewn ground, his eyes sharp as an eagle's, fixed firmly on his opponent. He faced off against a handsome young swordsman, clad in a flowing, pure white robe that contrasted sharply with the surrounding emerald green. A wide black belt cinched his waist, and his long, unbound, raven hair swayed slightly in the breeze. He held his sword with both hands, the tip pointed diagonally toward the ground, the red silk ribbon wrapped around the hilt swaying gently in the breeze. His expression was solemn, his lips pursed, revealing the nervousness and determination of a newborn calf. Towering emerald green bamboos formed a natural barrier, isolating them from the world. The afternoon sun filtered through the gaps between the dense leaves, casting a variegated, ever-shifting light and shadow on the ground and on them. In the space a few steps between them, a few withered yellow bamboo leaves were slowly falling in an almost frozen slow motion. One of them brushed silently against the young swordsman's shoulder, but he did not move at all. The whole scene was filled with a suffocatingly quiet and tense atmosphere, as if the air had solidified, just waiting for the life-and-death duel that was about to break out.", + "seed": 8552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_6999_seed_8552_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04896326567977667, + "vlm_logprob": -0.04896326567977667, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04896326567977667, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021487649530172348 + ], + "opposite_logprob_tokens": [ + -3.8964877128601074 + ], + "logprob_reward": -0.021487649530172348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021487649530172348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28726622462272644, + 0.07769183069467545, + 0.1138821616768837, + 0.10200249403715134, + 0.05091489478945732, + 0.04870991036295891, + 0.11922143399715424, + 0.10033781826496124, + 0.06061164289712906, + 0.03936159610748291 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.021487649530172348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805032536387444 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.029805032536387444, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805032536387444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21467848122119904, + 0.18486715853214264, + 0.10428032279014587, + 0.08581030368804932, + 0.12943977117538452, + 0.09353044629096985, + 0.03655447065830231, + 0.04944832623004913, + 0.062053289264440536, + 0.03933737054467201 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.029805032536387444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.100344717502594 + ], + "opposite_logprob_tokens": [ + -2.350344657897949 + ], + "logprob_reward": -0.100344717502594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.100344717502594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.167035311460495, + 0.2756112515926361, + 0.0745556503534317, + 0.07871190458536148, + 0.10203461349010468, + 0.040321771055459976, + 0.022994935512542725, + 0.03997046500444412, + 0.1594575196504593, + 0.039306581020355225 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.100344717502594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200941659510136 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014200941659510136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200941659510136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17755632102489471, + 0.25865328311920166, + 0.13021022081375122, + 0.03863213583827019, + 0.07168339937925339, + 0.02827058732509613, + 0.03990617394447327, + 0.05083734914660454, + 0.13631783425807953, + 0.06793272495269775 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014200941659510136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897798717021942 + ], + "opposite_logprob_tokens": [ + -2.5789780616760254 + ], + "logprob_reward": -0.07897798717021942, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897798717021942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30618396401405334, + 0.1517946869134903, + 0.1223640963435173, + 0.056631751358509064, + 0.055396728217601776, + 0.02328435331583023, + 0.04900292307138443, + 0.07219530642032623, + 0.13221310079097748, + 0.030933119356632233 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07897798717021942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot, shot from a level angle, transports us to the heart of a deep and tranquil bamboo forest, where two swordsmen in ancient Chinese costumes engage in a tense standoff. On the left stands a middle-aged swordsman, approximately forty, with a resolute countenance. His long hair is tied back with a simple dark cloth, a few loose strands adorning his weathered face. He wears a form-fitting, dark blue cotton and linen samurai uniform, the collar and cuffs showing visible signs of wear. In his right hand, he tightly grasps a long, narrow, ancient sword that gleams with a chilling gleam. He leans forward slightly, his legs firmly planted on the leaf-strewn ground, his eyes sharp as an eagle's, fixed firmly on his opponent. He faced off against a handsome young swordsman, clad in a flowing, pure white robe that contrasted sharply with the surrounding emerald green. A wide black belt cinched his waist, and his long, unbound, raven hair swayed slightly in the breeze. He held his sword with both hands, the tip pointed diagonally toward the ground, the red silk ribbon wrapped around the hilt swaying gently in the breeze. His expression was solemn, his lips pursed, revealing the nervousness and determination of a newborn calf. Towering emerald green bamboos formed a natural barrier, isolating them from the world. The afternoon sun filtered through the gaps between the dense leaves, casting a variegated, ever-shifting light and shadow on the ground and on them. In the space a few steps between them, a few withered yellow bamboo leaves were slowly falling in an almost frozen slow motion. One of them brushed silently against the young swordsman's shoulder, but he did not move at all. The whole scene was filled with a suffocatingly quiet and tense atmosphere, as if the air had solidified, just waiting for the life-and-death duel that was about to break out.", + "seed": 8553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_6999_seed_8553_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041429417207837105, + "vlm_logprob": -0.041429417207837105, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.041429417207837105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030957290902733803 + ], + "opposite_logprob_tokens": [ + -3.5309572219848633 + ], + "logprob_reward": -0.030957290902733803, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030957290902733803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3495972156524658, + 0.1258876621723175, + 0.0610680989921093, + 0.05433345586061478, + 0.0285016056150198, + 0.06763781607151031, + 0.044449079781770706, + 0.03676958754658699, + 0.04483100771903992, + 0.18692444264888763 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.030957290902733803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072824597358704 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072824597358704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072824597358704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35840481519699097, + 0.2616913616657257, + 0.10039873421192169, + 0.0350637249648571, + 0.07558296620845795, + 0.026118358597159386, + 0.03758316859602928, + 0.03658870607614517, + 0.03815368562936783, + 0.030414434149861336 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016072824597358704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902315258979797 + ], + "opposite_logprob_tokens": [ + -2.5790231227874756 + ], + "logprob_reward": -0.07902315258979797, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902315258979797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6664931774139404, + 0.09510008245706558, + 0.058402180671691895, + 0.035231009125709534, + 0.02964833192527294, + 0.02141055278480053, + 0.022584576159715652, + 0.015489027835428715, + 0.030192352831363678, + 0.025448668748140335 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07902315258979797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079221963882446 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079221963882446, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079221963882446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5549362301826477, + 0.06095503643155098, + 0.08161475509405136, + 0.03209547698497772, + 0.06960563361644745, + 0.049380768090486526, + 0.028004612773656845, + 0.025836333632469177, + 0.04670879617333412, + 0.0508623868227005 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.011079221963882446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700145959854126 + ], + "opposite_logprob_tokens": [ + -2.695014476776123 + ], + "logprob_reward": -0.0700145959854126, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700145959854126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6857711672782898, + 0.04074757173657417, + 0.04767743498086929, + 0.04275386407971382, + 0.030317265540361404, + 0.030417995527386665, + 0.02052096463739872, + 0.05261395126581192, + 0.02331763319671154, + 0.02586214430630207 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0700145959854126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot, shot from a level angle, transports us to the heart of a deep and tranquil bamboo forest, where two swordsmen in ancient Chinese costumes engage in a tense standoff. On the left stands a middle-aged swordsman, approximately forty, with a resolute countenance. His long hair is tied back with a simple dark cloth, a few loose strands adorning his weathered face. He wears a form-fitting, dark blue cotton and linen samurai uniform, the collar and cuffs showing visible signs of wear. In his right hand, he tightly grasps a long, narrow, ancient sword that gleams with a chilling gleam. He leans forward slightly, his legs firmly planted on the leaf-strewn ground, his eyes sharp as an eagle's, fixed firmly on his opponent. He faced off against a handsome young swordsman, clad in a flowing, pure white robe that contrasted sharply with the surrounding emerald green. A wide black belt cinched his waist, and his long, unbound, raven hair swayed slightly in the breeze. He held his sword with both hands, the tip pointed diagonally toward the ground, the red silk ribbon wrapped around the hilt swaying gently in the breeze. His expression was solemn, his lips pursed, revealing the nervousness and determination of a newborn calf. Towering emerald green bamboos formed a natural barrier, isolating them from the world. The afternoon sun filtered through the gaps between the dense leaves, casting a variegated, ever-shifting light and shadow on the ground and on them. In the space a few steps between them, a few withered yellow bamboo leaves were slowly falling in an almost frozen slow motion. One of them brushed silently against the young swordsman's shoulder, but he did not move at all. The whole scene was filled with a suffocatingly quiet and tense atmosphere, as if the air had solidified, just waiting for the life-and-death duel that was about to break out.", + "seed": 8554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_15/index_6999_seed_8554_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04671878702938557, + "vlm_logprob": -0.04671878702938557, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04671878702938557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031115153804421425 + ], + "opposite_logprob_tokens": [ + -3.5311150550842285 + ], + "logprob_reward": -0.031115153804421425, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031115153804421425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12377548962831497, + 0.030968058854341507, + 0.11934196949005127, + 0.03994137793779373, + 0.10751305520534515, + 0.3795492649078369, + 0.025965839624404907, + 0.031920287758111954, + 0.08578518033027649, + 0.0552394725382328 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.031115153804421425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0504138357937336, + 0.02819935604929924, + 0.12587907910346985, + 0.024777313694357872, + 0.03455442190170288, + 0.6719852089881897, + 0.012570133432745934, + 0.02324899658560753, + 0.012142707593739033, + 0.016228921711444855 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.016070479527115822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004015892744064 + ], + "opposite_logprob_tokens": [ + -2.695040225982666 + ], + "logprob_reward": -0.07004015892744064, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004015892744064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10902158915996552, + 0.06620455533266068, + 0.2504165768623352, + 0.03601804003119469, + 0.03569945693016052, + 0.26422107219696045, + 0.059720974415540695, + 0.027394551783800125, + 0.09143338352441788, + 0.05986972153186798 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.07004015892744064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06262921541929245, + 0.03555186092853546, + 0.3135381042957306, + 0.03188705071806908, + 0.049068693071603775, + 0.28534168004989624, + 0.049389954656362534, + 0.08660700172185898, + 0.035869333893060684, + 0.05011714622378349 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.01607259176671505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two swordsmen visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bamboo forest with emerald green bamboo stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the left swordsman wearing a dark blue cotton and linen uniform with visible wear on the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the right swordsman wearing a flowing pure white robe with a wide black belt and a red silk ribbon on his sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered yellow bamboo leaves falling in slow motion between the two swordsmen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002955511212349 + ], + "opposite_logprob_tokens": [ + -2.3502955436706543 + ], + "logprob_reward": -0.1002955511212349, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002955511212349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23530472815036774, + 0.06246190890669823, + 0.3752205967903137, + 0.046455200761556625, + 0.04281960055232048, + 0.05406210198998451, + 0.03726793825626373, + 0.0558939091861248, + 0.04875105246901512, + 0.041762929409742355 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1002955511212349 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_tensor([1355, 1355])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_tensor([1355, 1355])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6d63f40a2cd4d5bea851f6dc8e794f802e4e7825 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_tensor([1355, 1355])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot focused with macro-level precision on the polished stainless steel tip of a medical syringe, positioned horizontally against a completely black, non-reflective background. A single, sharp key light from the upper left quadrant intensely flashes the needle's beveled, razor-sharp tip, accentuating its sterile metallic texture. Without warning, a clear, viscous liquid decisively expel from the orifice. The action begins with a single, perfect, syrupy droplet expanding at the tip before erupting into a powerful, cohesive stream, shooting forward in an elegant, arcing trajectory. The viscous liquid catches the harsh light, and as it zips across the frame, its translucent body refracts clean white highlights along its length, creating an atmosphere of tension, clinicalness, and drama, focused entirely on the force of the powerful, controlled action.", + "seed": 32562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_1355_seed_32562_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19051499404013156, + "vlm_logprob": -0.19051499404013156, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.19051499404013156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010154254734516144 + ], + "opposite_logprob_tokens": [ + -4.7601542472839355 + ], + "logprob_reward": -0.010154254734516144, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010154254734516144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16221491992473602, + 0.13820086419582367, + 0.0458877868950367, + 0.03981954604387283, + 0.08517860621213913, + 0.04698128253221512, + 0.22649991512298584, + 0.09126698970794678, + 0.09540253132581711, + 0.06854752451181412 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.010154254734516144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054998978972435 + ], + "opposite_logprob_tokens": [ + -2.9299988746643066 + ], + "logprob_reward": -0.054998978972435, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054998978972435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2137666940689087, + 0.1537335067987442, + 0.08252812176942825, + 0.06868653744459152, + 0.05077643319964409, + 0.03843480721116066, + 0.06535200774669647, + 0.20589706301689148, + 0.038186974823474884, + 0.08263784646987915 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.054998978972435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762521624565125 + ], + "opposite_logprob_tokens": [ + -0.8262521624565125 + ], + "logprob_reward": -0.5762521624565125, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762521624565125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14898084104061127, + 0.28909724950790405, + 0.04886458069086075, + 0.07341562211513519, + 0.14936032891273499, + 0.04403514415025711, + 0.047750942409038544, + 0.12981735169887543, + 0.02673156000673771, + 0.041946325451135635 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.5762521624565125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982042171061039 + ], + "opposite_logprob_tokens": [ + -3.529820442199707 + ], + "logprob_reward": -0.02982042171061039, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982042171061039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2103157639503479, + 0.10589196532964706, + 0.08373725414276123, + 0.12749873101711273, + 0.04851578176021576, + 0.055394962430000305, + 0.1635485291481018, + 0.12851357460021973, + 0.04890371486544609, + 0.027679776772856712 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.02982042171061039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134915232658386 + ], + "opposite_logprob_tokens": [ + -1.4063491821289062 + ], + "logprob_reward": -0.28134915232658386, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134915232658386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09433568269014359, + 0.06974004209041595, + 0.06149696931242943, + 0.10264940559864044, + 0.04662538692355156, + 0.07588671147823334, + 0.06331298500299454, + 0.278865784406662, + 0.09116551280021667, + 0.11592152714729309 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.28134915232658386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot focused with macro-level precision on the polished stainless steel tip of a medical syringe, positioned horizontally against a completely black, non-reflective background. A single, sharp key light from the upper left quadrant intensely flashes the needle's beveled, razor-sharp tip, accentuating its sterile metallic texture. Without warning, a clear, viscous liquid decisively expel from the orifice. The action begins with a single, perfect, syrupy droplet expanding at the tip before erupting into a powerful, cohesive stream, shooting forward in an elegant, arcing trajectory. The viscous liquid catches the harsh light, and as it zips across the frame, its translucent body refracts clean white highlights along its length, creating an atmosphere of tension, clinicalness, and drama, focused entirely on the force of the powerful, controlled action.", + "seed": 32563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_1355_seed_32563_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.188120954670012, + "vlm_logprob": -0.188120954670012, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.188120954670012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005561237223446369 + ], + "opposite_logprob_tokens": [ + -5.380561351776123 + ], + "logprob_reward": -0.005561237223446369, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005561237223446369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14537787437438965, + 0.14281898736953735, + 0.03394608199596405, + 0.042687349021434784, + 0.059042371809482574, + 0.07409784942865372, + 0.036720626056194305, + 0.07562146335840225, + 0.14945544302463531, + 0.24023191630840302 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005561237223446369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903449237346649 + ], + "opposite_logprob_tokens": [ + -2.5790345668792725 + ], + "logprob_reward": -0.07903449237346649, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903449237346649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14610473811626434, + 0.08789552003145218, + 0.1138010174036026, + 0.02943737432360649, + 0.03836265206336975, + 0.029526712372899055, + 0.043842215090990067, + 0.20479167997837067, + 0.16738739609718323, + 0.13885076344013214 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07903449237346649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137344121932983 + ], + "opposite_logprob_tokens": [ + -1.4063735008239746 + ], + "logprob_reward": -0.28137344121932983, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137344121932983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855231523513794, + 0.05474955961108208, + 0.02940523810684681, + 0.08024978637695312, + 0.033821847289800644, + 0.044047534465789795, + 0.02445695362985134, + 0.24684186279773712, + 0.25153231620788574, + 0.049371808767318726 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.28137344121932983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033706575632095 + ], + "opposite_logprob_tokens": [ + -2.350337028503418 + ], + "logprob_reward": -0.10033706575632095, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033706575632095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09712449461221695, + 0.1667155623435974, + 0.03265603631734848, + 0.11167193949222565, + 0.04683611914515495, + 0.2374361753463745, + 0.024584762752056122, + 0.06947603076696396, + 0.15004503726959229, + 0.06345383077859879 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.10033706575632095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47429853677749634 + ], + "opposite_logprob_tokens": [ + -0.9742985367774963 + ], + "logprob_reward": -0.47429853677749634, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47429853677749634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03418368101119995, + 0.0464726947247982, + 0.03499763831496239, + 0.05236230418086052, + 0.02190074324607849, + 0.04543290659785271, + 0.0449066124856472, + 0.1697322428226471, + 0.45159971714019775, + 0.09841150045394897 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.47429853677749634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot focused with macro-level precision on the polished stainless steel tip of a medical syringe, positioned horizontally against a completely black, non-reflective background. A single, sharp key light from the upper left quadrant intensely flashes the needle's beveled, razor-sharp tip, accentuating its sterile metallic texture. Without warning, a clear, viscous liquid decisively expel from the orifice. The action begins with a single, perfect, syrupy droplet expanding at the tip before erupting into a powerful, cohesive stream, shooting forward in an elegant, arcing trajectory. The viscous liquid catches the harsh light, and as it zips across the frame, its translucent body refracts clean white highlights along its length, creating an atmosphere of tension, clinicalness, and drama, focused entirely on the force of the powerful, controlled action.", + "seed": 32564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_1355_seed_32564_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3124978075735271, + "vlm_logprob": -0.3124978075735271, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.3124978075735271, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976899527013302 + ], + "opposite_logprob_tokens": [ + -5.255976676940918 + ], + "logprob_reward": -0.005976899527013302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005976899527013302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14537203311920166, + 0.20156124234199524, + 0.1564086228609085, + 0.03309021145105362, + 0.058060236275196075, + 0.041805196553468704, + 0.031232913956046104, + 0.20228274166584015, + 0.0851459950208664, + 0.04504077509045601 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.005976899527013302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061161957681179 + ], + "opposite_logprob_tokens": [ + -3.895611524581909 + ], + "logprob_reward": -0.02061161957681179, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061161957681179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15119247138500214, + 0.24917495250701904, + 0.29068225622177124, + 0.015098738484084606, + 0.033079713582992554, + 0.02765035815536976, + 0.023669501766562462, + 0.032661233097314835, + 0.09721052646636963, + 0.07958025485277176 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02061161957681179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328836679458618 + ], + "opposite_logprob_tokens": [ + -0.7578836679458618 + ], + "logprob_reward": -0.6328836679458618, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328836679458618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30222272872924805, + 0.22692130506038666, + 0.0860656201839447, + 0.0479450523853302, + 0.06328092515468597, + 0.08582106977701187, + 0.0246299896389246, + 0.08754170686006546, + 0.027628377079963684, + 0.04794321954250336 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.6328836679458618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04220698028802872, + 0.315328449010849, + 0.25640150904655457, + 0.01683257333934307, + 0.031042810529470444, + 0.021489670500159264, + 0.06729495525360107, + 0.06132569909095764, + 0.1086188331246376, + 0.07945852726697922 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983722925186157 + ], + "opposite_logprob_tokens": [ + -0.5233722925186157 + ], + "logprob_reward": -0.8983722925186157, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983722925186157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07739812135696411, + 0.4052692949771881, + 0.2789532244205475, + 0.017399337142705917, + 0.02475767210125923, + 0.03127402812242508, + 0.03319588303565979, + 0.01061095017939806, + 0.049516767263412476, + 0.07162478566169739 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.8983722925186157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, static shot focused with macro-level precision on the polished stainless steel tip of a medical syringe, positioned horizontally against a completely black, non-reflective background. A single, sharp key light from the upper left quadrant intensely flashes the needle's beveled, razor-sharp tip, accentuating its sterile metallic texture. Without warning, a clear, viscous liquid decisively expel from the orifice. The action begins with a single, perfect, syrupy droplet expanding at the tip before erupting into a powerful, cohesive stream, shooting forward in an elegant, arcing trajectory. The viscous liquid catches the harsh light, and as it zips across the frame, its translucent body refracts clean white highlights along its length, creating an atmosphere of tension, clinicalness, and drama, focused entirely on the force of the powerful, controlled action.", + "seed": 32565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_2/index_1355_seed_32565_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.26834515798836944, + "vlm_logprob": -0.26834515798836944, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.26834515798836944, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014696788042783737 + ], + "opposite_logprob_tokens": [ + -4.2646965980529785 + ], + "logprob_reward": -0.014696788042783737, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014696788042783737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11499635875225067, + 0.07848578691482544, + 0.05902384594082832, + 0.04500594735145569, + 0.041361864656209946, + 0.17093166708946228, + 0.037282995879650116, + 0.03713088482618332, + 0.33516645431518555, + 0.08061415702104568 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.014696788042783737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038213431835175 + ], + "opposite_logprob_tokens": [ + -2.350382089614868 + ], + "logprob_reward": -0.10038213431835175, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038213431835175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11587142199277878, + 0.08377920836210251, + 0.13740773499011993, + 0.046439360827207565, + 0.022866519168019295, + 0.1552014946937561, + 0.06340181827545166, + 0.044624604284763336, + 0.22731231153011322, + 0.10309550166130066 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.10038213431835175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523423433303833 + ], + "opposite_logprob_tokens": [ + -0.898423433303833 + ], + "logprob_reward": -0.523423433303833, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523423433303833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06621142476797104, + 0.058253053575754166, + 0.025377489626407623, + 0.03927098214626312, + 0.0323374941945076, + 0.38525453209877014, + 0.022794902324676514, + 0.06801997125148773, + 0.2769814431667328, + 0.02549869939684868 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.523423433303833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979557354003191 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.00979557354003191, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979557354003191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15512721240520477, + 0.11069727689027786, + 0.03657018765807152, + 0.042620133608579636, + 0.049029815942049026, + 0.2922958433628082, + 0.04903695359826088, + 0.04419923946261406, + 0.15744931995868683, + 0.0629739835858345 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.00979557354003191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the tip of a medical syringe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syringe tip made of polished stainless steel and positioned horizontally?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear, viscous liquid erupt from the syringe tip in a powerful, arcing stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934278607368469 + ], + "opposite_logprob_tokens": [ + -0.6934278607368469 + ], + "logprob_reward": -0.6934278607368469, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934278607368469, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07135863602161407, + 0.051140427589416504, + 0.033216122537851334, + 0.02922271564602852, + 0.052308935672044754, + 0.13839556276798248, + 0.05973270535469055, + 0.2659929692745209, + 0.17624343931674957, + 0.12238840013742447 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.6934278607368469 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_tensor([1087, 1087])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_tensor([1087, 1087])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..87f765d0720e7f4b663c649bb54af4b4ee2c0409 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_tensor([1087, 1087])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Amidst a scene steeped in the grainy nostalgia of '90s anime, a slowly rotating close-up captures with exquisite detail a thin-faced man with shoulder-length black hair. His signature deep nasolabial folds are particularly clear in the single, soft light from the side. He wears the famous high-collared black Akatsuki robe, its thick fabric embellished with a striking red cloud pattern. He sits quietly in a dimly lit Japanese-style room, a blurry shoji door in the background. A photo album with a worn cover lies open on a low table before him. As the camera steadily and delicately approaches and circles him, we see his slender fingertips carefully turn a page, then gently, almost hesitantly, trace the surface of a yellowed, old photograph, as if touching a dusty fragment of time. The moment his fingertips touch the photograph, an indescribable complex of emotions flashes across his previously calm, deep eyes—a mixture of deep longing, unspoken sadness, and a fleeting tenderness. The entire picture is dark in tone, broken by warm light sources and red clouds. The texture of hand-drawn animation and the slightly soft saturation together create a quiet, private and story-filled atmosphere, completely drawing the audience into his inner world at the moment.", + "seed": 14429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_1087_seed_14429_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040301259700208904, + "vlm_logprob": -0.040301259700208904, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.040301259700208904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09299682080745697 + ], + "opposite_logprob_tokens": [ + -2.467996835708618 + ], + "logprob_reward": -0.09299682080745697, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09299682080745697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17216438055038452, + 0.09700573980808258, + 0.07684751600027084, + 0.08008235692977905, + 0.039963703602552414, + 0.12601619958877563, + 0.07366069406270981, + 0.14296749234199524, + 0.04745678976178169, + 0.1438351273536682 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.09299682080745697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041066608391702175 + ], + "opposite_logprob_tokens": [ + -5.504106521606445 + ], + "logprob_reward": -0.0041066608391702175, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041066608391702175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18456561863422394, + 0.08000340312719345, + 0.04823710024356842, + 0.3997182846069336, + 0.06862592697143555, + 0.02838120050728321, + 0.03806060925126076, + 0.04832587018609047, + 0.05075499042868614, + 0.053326964378356934 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0041066608391702175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739504635334015 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739504635334015, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739504635334015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12237899005413055, + 0.04860628768801689, + 0.06045592948794365, + 0.12373418360948563, + 0.033373117446899414, + 0.043611377477645874, + 0.10264663398265839, + 0.1323208510875702, + 0.09913204610347748, + 0.23374061286449432 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.006739504635334015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0840701162815094, + 0.05099458619952202, + 0.03871314600110054, + 0.041989054530858994, + 0.05614744499325752, + 0.0913371741771698, + 0.09396067261695862, + 0.26034945249557495, + 0.10468742996454239, + 0.17775091528892517 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901983499526978 + ], + "opposite_logprob_tokens": [ + -2.464019775390625 + ], + "logprob_reward": -0.08901983499526978, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901983499526978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1232423260807991, + 0.08801732957363129, + 0.05229651927947998, + 0.03316815197467804, + 0.04562144726514816, + 0.14945858716964722, + 0.07755264639854431, + 0.12040038406848907, + 0.05918910354375839, + 0.25105348229408264 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.08901983499526978 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Amidst a scene steeped in the grainy nostalgia of '90s anime, a slowly rotating close-up captures with exquisite detail a thin-faced man with shoulder-length black hair. His signature deep nasolabial folds are particularly clear in the single, soft light from the side. He wears the famous high-collared black Akatsuki robe, its thick fabric embellished with a striking red cloud pattern. He sits quietly in a dimly lit Japanese-style room, a blurry shoji door in the background. A photo album with a worn cover lies open on a low table before him. As the camera steadily and delicately approaches and circles him, we see his slender fingertips carefully turn a page, then gently, almost hesitantly, trace the surface of a yellowed, old photograph, as if touching a dusty fragment of time. The moment his fingertips touch the photograph, an indescribable complex of emotions flashes across his previously calm, deep eyes—a mixture of deep longing, unspoken sadness, and a fleeting tenderness. The entire picture is dark in tone, broken by warm light sources and red clouds. The texture of hand-drawn animation and the slightly soft saturation together create a quiet, private and story-filled atmosphere, completely drawing the audience into his inner world at the moment.", + "seed": 14430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_1087_seed_14430_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03608130677603185, + "vlm_logprob": -0.03608130677603185, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03608130677603185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1019086167216301 + ], + "opposite_logprob_tokens": [ + -2.3519086837768555 + ], + "logprob_reward": -0.1019086167216301, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1019086167216301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0907844603061676, + 0.07882793992757797, + 0.05622468143701553, + 0.07104282826185226, + 0.31663256883621216, + 0.09565139561891556, + 0.03863110765814781, + 0.06645065546035767, + 0.04394831135869026, + 0.14180614054203033 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.1019086167216301 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201516181230545 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.002201516181230545, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201516181230545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19872063398361206, + 0.11526445299386978, + 0.0762251541018486, + 0.06310954689979553, + 0.13680750131607056, + 0.0456632524728775, + 0.1202387586236, + 0.08099330216646194, + 0.09374471008777618, + 0.06923264265060425 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.002201516181230545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08327216655015945, + 0.09841049462556839, + 0.03380605950951576, + 0.1636853814125061, + 0.054274242371320724, + 0.06668217480182648, + 0.12543761730194092, + 0.1026766300201416, + 0.060446400195360184, + 0.21130886673927307 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11294358968734741, + 0.16527751088142395, + 0.06088900566101074, + 0.11656884849071503, + 0.10071767121553421, + 0.09210529178380966, + 0.10069940984249115, + 0.07910650223493576, + 0.08447664231061935, + 0.0872155949473381 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062027670443058014 + ], + "opposite_logprob_tokens": [ + -2.8120276927948 + ], + "logprob_reward": -0.062027670443058014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062027670443058014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0790243148803711, + 0.06450609862804413, + 0.08607779443264008, + 0.0768788680434227, + 0.2612769305706024, + 0.12281893938779831, + 0.07499997317790985, + 0.09785158187150955, + 0.06662237644195557, + 0.06994308531284332 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.062027670443058014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Amidst a scene steeped in the grainy nostalgia of '90s anime, a slowly rotating close-up captures with exquisite detail a thin-faced man with shoulder-length black hair. His signature deep nasolabial folds are particularly clear in the single, soft light from the side. He wears the famous high-collared black Akatsuki robe, its thick fabric embellished with a striking red cloud pattern. He sits quietly in a dimly lit Japanese-style room, a blurry shoji door in the background. A photo album with a worn cover lies open on a low table before him. As the camera steadily and delicately approaches and circles him, we see his slender fingertips carefully turn a page, then gently, almost hesitantly, trace the surface of a yellowed, old photograph, as if touching a dusty fragment of time. The moment his fingertips touch the photograph, an indescribable complex of emotions flashes across his previously calm, deep eyes—a mixture of deep longing, unspoken sadness, and a fleeting tenderness. The entire picture is dark in tone, broken by warm light sources and red clouds. The texture of hand-drawn animation and the slightly soft saturation together create a quiet, private and story-filled atmosphere, completely drawing the audience into his inner world at the moment.", + "seed": 14431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_1087_seed_14431_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07012570053339004, + "vlm_logprob": -0.07012570053339004, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.07012570053339004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21766726672649384 + ], + "opposite_logprob_tokens": [ + -1.7176672220230103 + ], + "logprob_reward": -0.21766726672649384, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21766726672649384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3198431134223938, + 0.11103671789169312, + 0.07577668130397797, + 0.04930425435304642, + 0.044105466455221176, + 0.13139943778514862, + 0.04816262423992157, + 0.08119603246450424, + 0.056565579026937485, + 0.082610122859478 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.21766726672649384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008673022501170635 + ], + "opposite_logprob_tokens": [ + -4.758673191070557 + ], + "logprob_reward": -0.008673022501170635, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008673022501170635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20329369604587555, + 0.07599703222513199, + 0.04757653921842575, + 0.19424188137054443, + 0.06022414192557335, + 0.08605562895536423, + 0.09656032919883728, + 0.11325301229953766, + 0.06672444194555283, + 0.056073274463415146 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.008673022501170635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791442193090916 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791442193090916, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791442193090916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235373854637146, + 0.04780106246471405, + 0.020497938618063927, + 0.045982569456100464, + 0.03429373353719711, + 0.10803434252738953, + 0.22573697566986084, + 0.09989944845438004, + 0.08272881805896759, + 0.11148771643638611 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.009791442193090916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17874647676944733, + 0.083095021545887, + 0.030324580147862434, + 0.03912937641143799, + 0.05106322839856148, + 0.07154689729213715, + 0.1382737159729004, + 0.2812540829181671, + 0.047657791525125504, + 0.07890878617763519 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029242187738419 + ], + "opposite_logprob_tokens": [ + -2.350292444229126 + ], + "logprob_reward": -0.10029242187738419, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029242187738419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.088721364736557, + 0.11749127507209778, + 0.048369407653808594, + 0.09645254164934158, + 0.11565607786178589, + 0.1362093985080719, + 0.18917031586170197, + 0.09416672587394714, + 0.04343877732753754, + 0.07032416015863419 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.10029242187738419 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Amidst a scene steeped in the grainy nostalgia of '90s anime, a slowly rotating close-up captures with exquisite detail a thin-faced man with shoulder-length black hair. His signature deep nasolabial folds are particularly clear in the single, soft light from the side. He wears the famous high-collared black Akatsuki robe, its thick fabric embellished with a striking red cloud pattern. He sits quietly in a dimly lit Japanese-style room, a blurry shoji door in the background. A photo album with a worn cover lies open on a low table before him. As the camera steadily and delicately approaches and circles him, we see his slender fingertips carefully turn a page, then gently, almost hesitantly, trace the surface of a yellowed, old photograph, as if touching a dusty fragment of time. The moment his fingertips touch the photograph, an indescribable complex of emotions flashes across his previously calm, deep eyes—a mixture of deep longing, unspoken sadness, and a fleeting tenderness. The entire picture is dark in tone, broken by warm light sources and red clouds. The texture of hand-drawn animation and the slightly soft saturation together create a quiet, private and story-filled atmosphere, completely drawing the audience into his inner world at the moment.", + "seed": 14432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_3/index_1087_seed_14432_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029151182062923907, + "vlm_logprob": -0.029151182062923907, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.029151182062923907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0397753044962883 + ], + "opposite_logprob_tokens": [ + -3.2897753715515137 + ], + "logprob_reward": -0.0397753044962883, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0397753044962883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26405516266822815, + 0.09108463674783707, + 0.07943131774663925, + 0.05325200408697128, + 0.0797649696469307, + 0.0880151018500328, + 0.07659914344549179, + 0.06445025652647018, + 0.06397481262683868, + 0.1393725872039795 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0397753044962883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260198377072811 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260198377072811, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260198377072811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15462327003479004, + 0.15868020057678223, + 0.047533512115478516, + 0.08914370834827423, + 0.06665173172950745, + 0.0640263482928276, + 0.052118778228759766, + 0.11169388145208359, + 0.13630348443984985, + 0.11922500282526016 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005260198377072811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07805105298757553, + 0.04166075214743614, + 0.0637245699763298, + 0.15421950817108154, + 0.13806472718715668, + 0.13549740612506866, + 0.07119234651327133, + 0.049433473497629166, + 0.041524600237607956, + 0.2266315370798111 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539120391011238 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539120391011238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539120391011238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706233978271484, + 0.0431799441576004, + 0.06596710532903671, + 0.07945477962493896, + 0.2672102153301239, + 0.11569472402334213, + 0.09460598975419998, + 0.05092737823724747, + 0.06602634489536285, + 0.10987119376659393 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.012539120391011238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character a thin-faced man with shoulder-length black hair wearing a high-collared black robe with a red cloud pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dimly lit Japanese-style room with a blurry shoji door in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an open photo album with a worn cover visible on a low table in front of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's fingertips turn a page and then trace the surface of a yellowed, old photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily approach and circle the character in a close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999491900205612 + ], + "opposite_logprob_tokens": [ + -2.6949949264526367 + ], + "logprob_reward": -0.06999491900205612, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999491900205612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07291628420352936, + 0.03707211837172508, + 0.09059528261423111, + 0.10146845877170563, + 0.11376146227121353, + 0.2608136236667633, + 0.12061265110969543, + 0.10295899957418442, + 0.03129059448838234, + 0.06851053982973099 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.06999491900205612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_tensor([4440, 4440])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_tensor([4440, 4440])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..80b3d73735093c831e0630be3192c139d64f233a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_tensor([4440, 4440])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight close-up shot from a slightly upward angle captures a young boy, his cheeks flushed with excitement and sunburn. His short, fluffy blond hair gleams in the bright afternoon sun, and a wide, innocent smile graces his face, revealing a few tiny, white teeth. He is in a crystal-clear stream, the water barely reaching his ankles, the smooth pebbles at the bottom clearly visible. He excitedly slaps the cool water with his small hands, each stroke sending up a stream of shimmering, crystal-clear droplets. These splashes, instantly ignited by the direct sunlight, resemble countless sparkling diamonds tracing arcs through the air, some even playfully landing on his smiling face, adding a touch of liveliness and vividness. The image is filled with warm, saturated colors, the blurred greenery in the background complementing the shimmering water in the foreground, creating an atmosphere of carefree, vibrant summer afternoon.", + "seed": 30062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_4440_seed_30062_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027175056096166373, + "vlm_logprob": -0.027175056096166373, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.027175056096166373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05143454298377037 + ], + "opposite_logprob_tokens": [ + -3.0514345169067383 + ], + "logprob_reward": -0.05143454298377037, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05143454298377037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5319848656654358, + 0.08138018101453781, + 0.08748334646224976, + 0.056801341474056244, + 0.018816357478499413, + 0.03124644048511982, + 0.027481894940137863, + 0.048146333545446396, + 0.0389380045235157, + 0.07772121578454971 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05143454298377037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3391922414302826, + 0.10985390841960907, + 0.11136291921138763, + 0.10743948817253113, + 0.06354368478059769, + 0.022252937778830528, + 0.03964772820472717, + 0.04851051792502403, + 0.08012117445468903, + 0.07807546854019165 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21265313029289246, + 0.12515142560005188, + 0.19556045532226562, + 0.14485688507556915, + 0.03731731325387955, + 0.02572626620531082, + 0.03323924541473389, + 0.056398726999759674, + 0.02685970813035965, + 0.1422368586063385 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03369544818997383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799941927194595 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799941927194595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799941927194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45059213042259216, + 0.042621150612831116, + 0.1258537322282791, + 0.08888362348079681, + 0.030650001019239426, + 0.07451190799474716, + 0.033538900315761566, + 0.02108311466872692, + 0.042180731892585754, + 0.0900847464799881 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.029799941927194595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1235276311635971, + 0.21453207731246948, + 0.05838216096162796, + 0.16637872159481049, + 0.0347198061645031, + 0.07044701278209686, + 0.0437149815261364, + 0.08742287755012512, + 0.03231086954474449, + 0.16856388747692108 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.006734886672347784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle captures a young boy, his cheeks flushed with excitement and sunburn. His short, fluffy blond hair gleams in the bright afternoon sun, and a wide, innocent smile graces his face, revealing a few tiny, white teeth. He is in a crystal-clear stream, the water barely reaching his ankles, the smooth pebbles at the bottom clearly visible. He excitedly slaps the cool water with his small hands, each stroke sending up a stream of shimmering, crystal-clear droplets. These splashes, instantly ignited by the direct sunlight, resemble countless sparkling diamonds tracing arcs through the air, some even playfully landing on his smiling face, adding a touch of liveliness and vividness. The image is filled with warm, saturated colors, the blurred greenery in the background complementing the shimmering water in the foreground, creating an atmosphere of carefree, vibrant summer afternoon.", + "seed": 30063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_4440_seed_30063_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06270571211352945, + "vlm_logprob": -0.06270571211352945, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06270571211352945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08344464749097824 + ], + "opposite_logprob_tokens": [ + -2.583444595336914 + ], + "logprob_reward": -0.08344464749097824, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08344464749097824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14781029522418976, + 0.10296112298965454, + 0.10186713188886642, + 0.07171287387609482, + 0.13994337618350983, + 0.1411762833595276, + 0.0924840122461319, + 0.06137176603078842, + 0.0941324308514595, + 0.04654071480035782 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.08344464749097824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300884291529655 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300884291529655, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300884291529655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14965194463729858, + 0.07481957972049713, + 0.07793861627578735, + 0.04322259873151779, + 0.1095757782459259, + 0.08341283351182938, + 0.11873692274093628, + 0.1376311033964157, + 0.13023625314235687, + 0.07477431744337082 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.023300884291529655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988169193267822 + ], + "opposite_logprob_tokens": [ + -1.8048816919326782 + ], + "logprob_reward": -0.17988169193267822, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988169193267822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12913650274276733, + 0.08273450285196304, + 0.13675330579280853, + 0.1418769359588623, + 0.34224116802215576, + 0.05390241742134094, + 0.0292202178388834, + 0.038687583059072495, + 0.028707697987556458, + 0.016739698126912117 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.17988169193267822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11476031690835953, + 0.15447361767292023, + 0.20946186780929565, + 0.046643003821372986, + 0.05177967995405197, + 0.11051041632890701, + 0.04966788366436958, + 0.128675639629364, + 0.086069755256176, + 0.04795779660344124 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.023287607356905937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036137294955551624 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036137294955551624, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036137294955551624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1992722600698471, + 0.08524320274591446, + 0.1296936273574829, + 0.08987276256084442, + 0.09407606720924377, + 0.11650649458169937, + 0.06241828575730324, + 0.1073424369096756, + 0.08722957223653793, + 0.028345296159386635 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0036137294955551624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle captures a young boy, his cheeks flushed with excitement and sunburn. His short, fluffy blond hair gleams in the bright afternoon sun, and a wide, innocent smile graces his face, revealing a few tiny, white teeth. He is in a crystal-clear stream, the water barely reaching his ankles, the smooth pebbles at the bottom clearly visible. He excitedly slaps the cool water with his small hands, each stroke sending up a stream of shimmering, crystal-clear droplets. These splashes, instantly ignited by the direct sunlight, resemble countless sparkling diamonds tracing arcs through the air, some even playfully landing on his smiling face, adding a touch of liveliness and vividness. The image is filled with warm, saturated colors, the blurred greenery in the background complementing the shimmering water in the foreground, creating an atmosphere of carefree, vibrant summer afternoon.", + "seed": 30064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_4440_seed_30064_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04966560937464237, + "vlm_logprob": -0.04966560937464237, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04966560937464237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09404458850622177 + ], + "opposite_logprob_tokens": [ + -2.4690446853637695 + ], + "logprob_reward": -0.09404458850622177, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09404458850622177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09309105575084686, + 0.049029525369405746, + 0.047129277139902115, + 0.07156476378440857, + 0.039719805121421814, + 0.04989523068070412, + 0.032705578953027725, + 0.008072765544056892, + 0.018012013286352158, + 0.5907799601554871 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.09404458850622177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590132102370262 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.020590132102370262, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590132102370262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19531860947608948, + 0.08153294771909714, + 0.10618927329778671, + 0.11299663037061691, + 0.02969973161816597, + 0.05680486187338829, + 0.021117232739925385, + 0.021308081224560738, + 0.03992973268032074, + 0.335102915763855 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.020590132102370262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028757154941559 + ], + "opposite_logprob_tokens": [ + -2.350287675857544 + ], + "logprob_reward": -0.10028757154941559, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028757154941559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06808925420045853, + 0.035022079944610596, + 0.04048057645559311, + 0.0586308091878891, + 0.018212443217635155, + 0.0192542914301157, + 0.01846303790807724, + 0.005677661392837763, + 0.02040594443678856, + 0.7157639265060425 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10028757154941559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979392558336258 + ], + "opposite_logprob_tokens": [ + -3.5297939777374268 + ], + "logprob_reward": -0.02979392558336258, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979392558336258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03454413264989853, + 0.06528813391923904, + 0.07557368278503418, + 0.09803415089845657, + 0.05208996310830116, + 0.06907011568546295, + 0.05579560622572899, + 0.022437991574406624, + 0.041162557899951935, + 0.48600366711616516 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.02979392558336258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036118291318416595 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036118291318416595, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036118291318416595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39979010820388794, + 0.03445625677704811, + 0.0284429918974638, + 0.013559646904468536, + 0.028167320415377617, + 0.06549650430679321, + 0.017817016690969467, + 0.010756494477391243, + 0.013831565156579018, + 0.38768213987350464 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0036118291318416595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle captures a young boy, his cheeks flushed with excitement and sunburn. His short, fluffy blond hair gleams in the bright afternoon sun, and a wide, innocent smile graces his face, revealing a few tiny, white teeth. He is in a crystal-clear stream, the water barely reaching his ankles, the smooth pebbles at the bottom clearly visible. He excitedly slaps the cool water with his small hands, each stroke sending up a stream of shimmering, crystal-clear droplets. These splashes, instantly ignited by the direct sunlight, resemble countless sparkling diamonds tracing arcs through the air, some even playfully landing on his smiling face, adding a touch of liveliness and vividness. The image is filled with warm, saturated colors, the blurred greenery in the background complementing the shimmering water in the foreground, creating an atmosphere of carefree, vibrant summer afternoon.", + "seed": 30065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_4/index_4440_seed_30065_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.044993049604818224, + "vlm_logprob": -0.044993049604818224, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.044993049604818224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14833498001098633 + ], + "opposite_logprob_tokens": [ + -2.0233349800109863 + ], + "logprob_reward": -0.14833498001098633, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14833498001098633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20134519040584564, + 0.15840832889080048, + 0.04117291420698166, + 0.13537479937076569, + 0.06517399102449417, + 0.12729749083518982, + 0.02915607951581478, + 0.06499411165714264, + 0.07537732273340225, + 0.10169976204633713 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14833498001098633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207790330052376 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207790330052376, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207790330052376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09558434784412384, + 0.07218251377344131, + 0.21152563393115997, + 0.14133910834789276, + 0.1809426248073578, + 0.10909532010555267, + 0.06428761035203934, + 0.021781163290143013, + 0.059620920568704605, + 0.04364071786403656 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.018207790330052376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539238668978214 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539238668978214, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539238668978214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08186472952365875, + 0.08962403982877731, + 0.3800223767757416, + 0.031776417046785355, + 0.08843737095594406, + 0.05618222802877426, + 0.10676690191030502, + 0.057752013206481934, + 0.05533905327320099, + 0.05223488807678223 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.012539238668978214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430665984749794 + ], + "opposite_logprob_tokens": [ + -3.1680665016174316 + ], + "logprob_reward": -0.0430665984749794, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430665984749794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07285850495100021, + 0.05794825777411461, + 0.42125988006591797, + 0.11168940365314484, + 0.04283088818192482, + 0.025865105912089348, + 0.17386937141418457, + 0.019533995538949966, + 0.030177252367138863, + 0.043967362493276596 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.0430665984749794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young boy filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boy have short, fluffy blond hair and a wide smile revealing tiny white teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing in a crystal-clear stream with water reaching his ankles and visible smooth pebbles at the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy slap the water with his hands, creating shimmering droplets that sparkle like diamonds in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of blurred greenery while the foreground features shimmering water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09608786553144455, + 0.10362455993890762, + 0.3258209526538849, + 0.05278092995285988, + 0.04988326132297516, + 0.026913918554782867, + 0.1413673758506775, + 0.09254588931798935, + 0.029007192701101303, + 0.0819680318236351 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.0028166405390948057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_tensor([9456, 9456])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_tensor([9456, 9456])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6edc768c4ade13b9c7620565476cc2c1ba9f57d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_tensor([9456, 9456])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily to the left, capturing an elderly woman with silver hair tied in a simple bun. She wears a faded indigo-colored Chinese-style double-breasted blouse. She leans slightly forward, exerting all her strength to pedal the pedals of an old, dark green, rusty-patterned bicycle. The chain creaks rhythmically with the effort. Her face is etched with deep wrinkles carved by time, but her pursed lips and focused gaze betray an unyielding resolve. She walks along a narrow, ancient cobblestone street, flanked by mottled, earth-yellow walls. Strings of bright red dried chilies and golden corn hang from the walls, creating a striking yet harmonious contrast with the woman's blue blouse. Warm afternoon sunlight slants through the crisscrossing electric wires and clothes hanging out to dry in the alley, casting long, dynamic shadows on the wet, smooth cobblestones. The entire picture has extremely high color saturation and the composition is full of narrative tension. Under the Steve McCurry-style visual style, it creates a moving atmosphere that has both a sense of the hardships of life and the beauty of human dignity and tenacity.", + "seed": 25894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_9456_seed_25894_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04202946489676833, + "vlm_logprob": -0.04202946489676833, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04202946489676833, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02660752460360527 + ], + "opposite_logprob_tokens": [ + -3.6516075134277344 + ], + "logprob_reward": -0.02660752460360527, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02660752460360527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19962626695632935, + 0.08645404875278473, + 0.07646455615758896, + 0.10989214479923248, + 0.06886321306228638, + 0.18006211519241333, + 0.07522723078727722, + 0.08802739530801773, + 0.05381586402654648, + 0.061567194759845734 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02660752460360527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085024923086166 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085024923086166, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085024923086166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12676799297332764, + 0.11299023032188416, + 0.05678195506334305, + 0.12657079100608826, + 0.040439922362565994, + 0.1577708125114441, + 0.07140398025512695, + 0.16484421491622925, + 0.05702793598175049, + 0.08540219068527222 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.016085024923086166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695101737976074 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.033695101737976074, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695101737976074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29621049761772156, + 0.11946253478527069, + 0.03753502666950226, + 0.07971164584159851, + 0.15496666729450226, + 0.16350194811820984, + 0.035286858677864075, + 0.03958795592188835, + 0.04345790296792984, + 0.030278906226158142 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.033695101737976074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732400041073561 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732400041073561, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732400041073561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2456151396036148, + 0.04912872985005379, + 0.07030390948057175, + 0.0621786043047905, + 0.09135019034147263, + 0.17172791063785553, + 0.07636159658432007, + 0.1610763669013977, + 0.048599909991025925, + 0.023657670244574547 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.006732400041073561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702727317810059 + ], + "opposite_logprob_tokens": [ + -2.1270272731781006 + ], + "logprob_reward": -0.12702727317810059, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702727317810059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060215797275304794, + 0.1349325180053711, + 0.0667082816362381, + 0.12239643186330795, + 0.04891040176153183, + 0.29547685384750366, + 0.08786269277334213, + 0.09864004701375961, + 0.025769416242837906, + 0.059087544679641724 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.12702727317810059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily to the left, capturing an elderly woman with silver hair tied in a simple bun. She wears a faded indigo-colored Chinese-style double-breasted blouse. She leans slightly forward, exerting all her strength to pedal the pedals of an old, dark green, rusty-patterned bicycle. The chain creaks rhythmically with the effort. Her face is etched with deep wrinkles carved by time, but her pursed lips and focused gaze betray an unyielding resolve. She walks along a narrow, ancient cobblestone street, flanked by mottled, earth-yellow walls. Strings of bright red dried chilies and golden corn hang from the walls, creating a striking yet harmonious contrast with the woman's blue blouse. Warm afternoon sunlight slants through the crisscrossing electric wires and clothes hanging out to dry in the alley, casting long, dynamic shadows on the wet, smooth cobblestones. The entire picture has extremely high color saturation and the composition is full of narrative tension. Under the Steve McCurry-style visual style, it creates a moving atmosphere that has both a sense of the hardships of life and the beauty of human dignity and tenacity.", + "seed": 25895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_9456_seed_25895_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.047944612335413694, + "vlm_logprob": -0.047944612335413694, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.047944612335413694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11337456107139587 + ], + "opposite_logprob_tokens": [ + -2.2383744716644287 + ], + "logprob_reward": -0.11337456107139587, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11337456107139587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11131362617015839, + 0.06260555982589722, + 0.05746445059776306, + 0.04645293205976486, + 0.07430026680231094, + 0.09304199367761612, + 0.0556718111038208, + 0.017138924449682236, + 0.44361674785614014, + 0.038393739610910416 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.11337456107139587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060367725789547 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.02060367725789547, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060367725789547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044022105634212494, + 0.08291932940483093, + 0.03169897571206093, + 0.03114539012312889, + 0.03429441526532173, + 0.029579848051071167, + 0.041657764464616776, + 0.01261447835713625, + 0.6632837653160095, + 0.028783895075321198 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02060367725789547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798436909914017 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.029798436909914017, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798436909914017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278999149799347, + 0.09027744829654694, + 0.05348268151283264, + 0.0636197030544281, + 0.03947772830724716, + 0.05679027736186981, + 0.06045042350888252, + 0.06612875312566757, + 0.4163130223751068, + 0.02556002326309681 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.029798436909914017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059450226835906506 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.0059450226835906506, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059450226835906506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10741163045167923, + 0.11298752576112747, + 0.07567018270492554, + 0.15806549787521362, + 0.10509472340345383, + 0.07594241946935654, + 0.11216118931770325, + 0.04182030260562897, + 0.1485220044851303, + 0.062324441969394684 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.0059450226835906506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000136375427246 + ], + "opposite_logprob_tokens": [ + -2.6950013637542725 + ], + "logprob_reward": -0.07000136375427246, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000136375427246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1299593597650528, + 0.13246209919452667, + 0.06468198448419571, + 0.09629674255847931, + 0.11143741011619568, + 0.11681406944990158, + 0.08447059243917465, + 0.09078828245401382, + 0.07062036544084549, + 0.1024690642952919 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.07000136375427246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily to the left, capturing an elderly woman with silver hair tied in a simple bun. She wears a faded indigo-colored Chinese-style double-breasted blouse. She leans slightly forward, exerting all her strength to pedal the pedals of an old, dark green, rusty-patterned bicycle. The chain creaks rhythmically with the effort. Her face is etched with deep wrinkles carved by time, but her pursed lips and focused gaze betray an unyielding resolve. She walks along a narrow, ancient cobblestone street, flanked by mottled, earth-yellow walls. Strings of bright red dried chilies and golden corn hang from the walls, creating a striking yet harmonious contrast with the woman's blue blouse. Warm afternoon sunlight slants through the crisscrossing electric wires and clothes hanging out to dry in the alley, casting long, dynamic shadows on the wet, smooth cobblestones. The entire picture has extremely high color saturation and the composition is full of narrative tension. Under the Steve McCurry-style visual style, it creates a moving atmosphere that has both a sense of the hardships of life and the beauty of human dignity and tenacity.", + "seed": 25896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_9456_seed_25896_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04551806412637234, + "vlm_logprob": -0.04551806412637234, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04551806412637234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0895506888628006 + ], + "opposite_logprob_tokens": [ + -2.464550733566284 + ], + "logprob_reward": -0.0895506888628006, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0895506888628006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15262076258659363, + 0.04843689128756523, + 0.13037841022014618, + 0.11541781574487686, + 0.04315553605556488, + 0.05970993638038635, + 0.10236050188541412, + 0.07571475952863693, + 0.19084812700748444, + 0.08135725557804108 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0895506888628006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029835810884833336 + ], + "opposite_logprob_tokens": [ + -3.5298357009887695 + ], + "logprob_reward": -0.029835810884833336, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029835810884833336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20083029568195343, + 0.08487754315137863, + 0.10934396088123322, + 0.07827393710613251, + 0.08451978862285614, + 0.0818452462553978, + 0.09479615092277527, + 0.06648288667201996, + 0.11489681899547577, + 0.08413335680961609 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.029835810884833336 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898944616317749 + ], + "opposite_logprob_tokens": [ + -2.5789895057678223 + ], + "logprob_reward": -0.07898944616317749, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898944616317749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2793700695037842, + 0.13411645591259003, + 0.0796365812420845, + 0.03404580056667328, + 0.06684982031583786, + 0.06968122720718384, + 0.062153734266757965, + 0.07603629678487778, + 0.1409381926059723, + 0.05717181786894798 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07898944616317749 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11091014742851257, + 0.11877159029245377, + 0.04357793554663658, + 0.044667597860097885, + 0.2624947130680084, + 0.060857877135276794, + 0.1528759002685547, + 0.09914959222078323, + 0.06909271329641342, + 0.03760190308094025 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.008636504411697388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577870309352875 + ], + "opposite_logprob_tokens": [ + -3.895577907562256 + ], + "logprob_reward": -0.020577870309352875, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577870309352875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14561456441879272, + 0.19322186708450317, + 0.1415053904056549, + 0.0389888621866703, + 0.07659837603569031, + 0.0698469877243042, + 0.046106208115816116, + 0.053563639521598816, + 0.18749567866325378, + 0.04705838859081268 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.020577870309352875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily to the left, capturing an elderly woman with silver hair tied in a simple bun. She wears a faded indigo-colored Chinese-style double-breasted blouse. She leans slightly forward, exerting all her strength to pedal the pedals of an old, dark green, rusty-patterned bicycle. The chain creaks rhythmically with the effort. Her face is etched with deep wrinkles carved by time, but her pursed lips and focused gaze betray an unyielding resolve. She walks along a narrow, ancient cobblestone street, flanked by mottled, earth-yellow walls. Strings of bright red dried chilies and golden corn hang from the walls, creating a striking yet harmonious contrast with the woman's blue blouse. Warm afternoon sunlight slants through the crisscrossing electric wires and clothes hanging out to dry in the alley, casting long, dynamic shadows on the wet, smooth cobblestones. The entire picture has extremely high color saturation and the composition is full of narrative tension. Under the Steve McCurry-style visual style, it creates a moving atmosphere that has both a sense of the hardships of life and the beauty of human dignity and tenacity.", + "seed": 25897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_5/index_9456_seed_25897_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027464197482913733, + "vlm_logprob": -0.027464197482913733, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.027464197482913733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03864326328039169 + ], + "opposite_logprob_tokens": [ + -3.2886433601379395 + ], + "logprob_reward": -0.03864326328039169, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03864326328039169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14548145234584808, + 0.050428081303834915, + 0.06793917715549469, + 0.0421212874352932, + 0.06779936701059341, + 0.06283670663833618, + 0.1865442842245102, + 0.11254218965768814, + 0.11024244874715805, + 0.1540650576353073 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.03864326328039169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095019057393074 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.011095019057393074, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095019057393074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13714608550071716, + 0.04513636231422424, + 0.05648718774318695, + 0.03156314790248871, + 0.030967935919761658, + 0.09742026776075363, + 0.12287682294845581, + 0.10053308308124542, + 0.20635469257831573, + 0.1715143918991089 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011095019057393074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08654603362083435, + 0.11723838001489639, + 0.11557210981845856, + 0.03905009850859642, + 0.0671888068318367, + 0.05742013081908226, + 0.20900867879390717, + 0.09524772316217422, + 0.10096591711044312, + 0.11176209151744843 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.04865080490708351 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052477470599114895 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.0052477470599114895, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052477470599114895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26261425018310547, + 0.09965016692876816, + 0.09123512357473373, + 0.03415835276246071, + 0.0494677759706974, + 0.09595659375190735, + 0.17380879819393158, + 0.03779624402523041, + 0.04879205673933029, + 0.1065206229686737 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0052477470599114895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly woman with silver hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a faded indigo-colored Chinese-style double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman pedaling an old, dark green, rusty-patterned bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, ancient cobblestone street with mottled earth-yellow walls decorated with red dried chilies and golden corn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the left while the scene is lit by warm afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033684153109788895 + ], + "opposite_logprob_tokens": [ + -3.408684253692627 + ], + "logprob_reward": -0.033684153109788895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033684153109788895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04853138327598572, + 0.030176328495144844, + 0.044990185648202896, + 0.06800498068332672, + 0.04933441802859306, + 0.07889657467603683, + 0.21451862156391144, + 0.21795625984668732, + 0.11303803324699402, + 0.1345531940460205 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.033684153109788895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_tensor([100, 100])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_tensor([100, 100])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2bd5eda3c8780827ca0b4fe6d2e0fb1c5fcd5633 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_tensor([100, 100])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, full-body close-up depicts a tiny sun monitor, its entire form rendered in surreal, sharp, cinematic detail. The monitor's skin is a stunning mosaic of vibrant emerald green and turquoise, its spines dotted with tiny ruby flecks. It clings tenaciously to the smooth upper surface of a broad, waxy tropical leaf, its delicate toes splayed to reveal the intricate texture of its sticky pads. The leaf itself, a deep, lustrous green, bends slightly under the weight of countless shimmering, spherical water droplets left behind by a recent downpour, each capturing a microscopic, distorted reflection of the jungle canopy. Soft, diffuse light filters from above, illuminating the jewel-like quality of the iguana's scales and causing the water droplets to sparkle like scattered diamonds. Its large, leafless, golden eyes are wide and alert, its throat pulsating gently with each breath, while it remains completely still, creating an atmosphere of tranquil concentration and quiet, natural wonder against the softly blurred backdrop of lush, out-of-focus foliage.", + "seed": 6410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_100_seed_6410_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13329793290467934, + "vlm_logprob": -0.13329793290467934, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.13329793290467934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0707055851817131 + ], + "opposite_logprob_tokens": [ + -2.6957056522369385 + ], + "logprob_reward": -0.0707055851817131, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0707055851817131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07398191094398499, + 0.11812186986207962, + 0.05616438388824463, + 0.016703013330698013, + 0.018669292330741882, + 0.0253293476998806, + 0.030744776129722595, + 0.02581064961850643, + 0.18616800010204315, + 0.44830673933029175 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0707055851817131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028271013870835304 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028271013870835304, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028271013870835304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26464852690696716, + 0.05780170112848282, + 0.06112281605601311, + 0.032780181616544724, + 0.0340389646589756, + 0.059047993272542953, + 0.05065041035413742, + 0.028401942923665047, + 0.11425041407346725, + 0.29725706577301025 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0028271013870835304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007180972606875002 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007180972606875002, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007180972606875002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29413971304893494, + 0.09461762756109238, + 0.03761804848909378, + 0.015451634302735329, + 0.047132138162851334, + 0.018143754452466965, + 0.06815171986818314, + 0.03746326267719269, + 0.16773095726966858, + 0.2195511907339096 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0007180972606875002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09160156548023224, + 0.02132449299097061, + 0.060000430792570114, + 0.027366677299141884, + 0.060802072286605835, + 0.08312627673149109, + 0.03788121044635773, + 0.041521716862916946, + 0.08454579859972, + 0.4918297529220581 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761673450469971 + ], + "opposite_logprob_tokens": [ + -0.8261673450469971 + ], + "logprob_reward": -0.5761673450469971, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761673450469971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06343730539083481, + 0.02268194779753685, + 0.10962991416454315, + 0.0190020352602005, + 0.03381498530507088, + 0.036469727754592896, + 0.036948367953300476, + 0.04933197423815727, + 0.030140893533825874, + 0.5985428094863892 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.5761673450469971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, full-body close-up depicts a tiny sun monitor, its entire form rendered in surreal, sharp, cinematic detail. The monitor's skin is a stunning mosaic of vibrant emerald green and turquoise, its spines dotted with tiny ruby flecks. It clings tenaciously to the smooth upper surface of a broad, waxy tropical leaf, its delicate toes splayed to reveal the intricate texture of its sticky pads. The leaf itself, a deep, lustrous green, bends slightly under the weight of countless shimmering, spherical water droplets left behind by a recent downpour, each capturing a microscopic, distorted reflection of the jungle canopy. Soft, diffuse light filters from above, illuminating the jewel-like quality of the iguana's scales and causing the water droplets to sparkle like scattered diamonds. Its large, leafless, golden eyes are wide and alert, its throat pulsating gently with each breath, while it remains completely still, creating an atmosphere of tranquil concentration and quiet, natural wonder against the softly blurred backdrop of lush, out-of-focus foliage.", + "seed": 6411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_100_seed_6411_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08895195182412863, + "vlm_logprob": -0.08895195182412863, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.08895195182412863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021218910813331604 + ], + "opposite_logprob_tokens": [ + -3.89621901512146 + ], + "logprob_reward": -0.021218910813331604, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021218910813331604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10691946744918823, + 0.3418906033039093, + 0.06886410713195801, + 0.02948210947215557, + 0.20593774318695068, + 0.10322330892086029, + 0.08490721881389618, + 0.02859378419816494, + 0.015044741332530975, + 0.015136918053030968 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.021218910813331604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638058625161648 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638058625161648, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638058625161648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1139819398522377, + 0.37543150782585144, + 0.07090763002634048, + 0.02890322171151638, + 0.13017402589321136, + 0.07815990597009659, + 0.05481554567813873, + 0.08406583964824677, + 0.019527392461895943, + 0.04403304681181908 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.007638058625161648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09173376113176346, + 0.5025362372398376, + 0.20959457755088806, + 0.034354716539382935, + 0.022681234404444695, + 0.04209786653518677, + 0.06025934964418411, + 0.014801662415266037, + 0.012775907292962074, + 0.009164669550955296 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353858411312103 + ], + "opposite_logprob_tokens": [ + -3.6513538360595703 + ], + "logprob_reward": -0.026353858411312103, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353858411312103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14603708684444427, + 0.22163665294647217, + 0.11569269746541977, + 0.056857235729694366, + 0.06547804921865463, + 0.051900263875722885, + 0.06283102929592133, + 0.14888103306293488, + 0.027491550892591476, + 0.1031944528222084 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.026353858411312103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38706174492836 + ], + "opposite_logprob_tokens": [ + -1.1370617151260376 + ], + "logprob_reward": -0.38706174492836, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38706174492836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10702144354581833, + 0.17620849609375, + 0.10821353644132614, + 0.045314498245716095, + 0.1026858240365982, + 0.19580617547035217, + 0.06345576047897339, + 0.055989138782024384, + 0.061306457966566086, + 0.08399873226881027 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.38706174492836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, full-body close-up depicts a tiny sun monitor, its entire form rendered in surreal, sharp, cinematic detail. The monitor's skin is a stunning mosaic of vibrant emerald green and turquoise, its spines dotted with tiny ruby flecks. It clings tenaciously to the smooth upper surface of a broad, waxy tropical leaf, its delicate toes splayed to reveal the intricate texture of its sticky pads. The leaf itself, a deep, lustrous green, bends slightly under the weight of countless shimmering, spherical water droplets left behind by a recent downpour, each capturing a microscopic, distorted reflection of the jungle canopy. Soft, diffuse light filters from above, illuminating the jewel-like quality of the iguana's scales and causing the water droplets to sparkle like scattered diamonds. Its large, leafless, golden eyes are wide and alert, its throat pulsating gently with each breath, while it remains completely still, creating an atmosphere of tranquil concentration and quiet, natural wonder against the softly blurred backdrop of lush, out-of-focus foliage.", + "seed": 6412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_100_seed_6412_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06368508720770479, + "vlm_logprob": -0.06368508720770479, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.06368508720770479, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021075818687677383 + ], + "opposite_logprob_tokens": [ + -3.89607572555542 + ], + "logprob_reward": -0.021075818687677383, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021075818687677383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3608279228210449, + 0.13440091907978058, + 0.10187837481498718, + 0.04491788521409035, + 0.07483506947755814, + 0.05143948644399643, + 0.092348113656044, + 0.050485335290431976, + 0.03416622802615166, + 0.05470065027475357 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.021075818687677383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647999536246061 + ], + "opposite_logprob_tokens": [ + -5.379648208618164 + ], + "logprob_reward": -0.004647999536246061, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647999536246061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26108571887016296, + 0.14763037860393524, + 0.1371665894985199, + 0.06778564304113388, + 0.06782330572605133, + 0.05154848098754883, + 0.04507832229137421, + 0.08071483671665192, + 0.04800231382250786, + 0.09316446632146835 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004647999536246061 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024883756414055824 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024883756414055824, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024883756414055824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3109950125217438, + 0.11000487208366394, + 0.07622170448303223, + 0.06434446573257446, + 0.11778824776411057, + 0.09735657274723053, + 0.04374147951602936, + 0.09022398293018341, + 0.03574127331376076, + 0.05358235165476799 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0024883756414055824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811325132846832 + ], + "opposite_logprob_tokens": [ + -3.2881133556365967 + ], + "logprob_reward": -0.03811325132846832, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811325132846832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43109023571014404, + 0.11228328943252563, + 0.04299509897828102, + 0.07192514836788177, + 0.06071025878190994, + 0.048634935170412064, + 0.07633855938911438, + 0.06693524867296219, + 0.036458391696214676, + 0.052628859877586365 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03811325132846832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209999084472656 + ], + "opposite_logprob_tokens": [ + -1.5020999908447266 + ], + "logprob_reward": -0.25209999084472656, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209999084472656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17358867824077606, + 0.10510541498661041, + 0.08701176196336746, + 0.04507359117269516, + 0.10383716225624084, + 0.07628048956394196, + 0.13945232331752777, + 0.050951968878507614, + 0.10105067491531372, + 0.1176479160785675 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.25209999084472656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, full-body close-up depicts a tiny sun monitor, its entire form rendered in surreal, sharp, cinematic detail. The monitor's skin is a stunning mosaic of vibrant emerald green and turquoise, its spines dotted with tiny ruby flecks. It clings tenaciously to the smooth upper surface of a broad, waxy tropical leaf, its delicate toes splayed to reveal the intricate texture of its sticky pads. The leaf itself, a deep, lustrous green, bends slightly under the weight of countless shimmering, spherical water droplets left behind by a recent downpour, each capturing a microscopic, distorted reflection of the jungle canopy. Soft, diffuse light filters from above, illuminating the jewel-like quality of the iguana's scales and causing the water droplets to sparkle like scattered diamonds. Its large, leafless, golden eyes are wide and alert, its throat pulsating gently with each breath, while it remains completely still, creating an atmosphere of tranquil concentration and quiet, natural wonder against the softly blurred backdrop of lush, out-of-focus foliage.", + "seed": 6413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_6/index_100_seed_6413_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13261301559396088, + "vlm_logprob": -0.13261301559396088, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.13261301559396088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02384660206735134 + ], + "opposite_logprob_tokens": [ + -3.7738466262817383 + ], + "logprob_reward": -0.02384660206735134, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02384660206735134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2319774329662323, + 0.09109608083963394, + 0.08618079125881195, + 0.06357886642217636, + 0.06587523967027664, + 0.04961128905415535, + 0.08598814904689789, + 0.04095117002725601, + 0.0452171266078949, + 0.23952391743659973 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02384660206735134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052625699900090694 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.0052625699900090694, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052625699900090694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807074397802353, + 0.06275331228971481, + 0.05225103721022606, + 0.05764537304639816, + 0.055452652275562286, + 0.04719852656126022, + 0.03752217814326286, + 0.05051453784108162, + 0.054297566413879395, + 0.40165743231773376 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0052625699900090694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028199690859764814 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028199690859764814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028199690859764814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07518861442804337, + 0.08432919532060623, + 0.2143830955028534, + 0.11857921630144119, + 0.07910733669996262, + 0.04002593830227852, + 0.044129397720098495, + 0.052982576191425323, + 0.059396892786026, + 0.23187768459320068 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.0028199690859764814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497032031416893 + ], + "opposite_logprob_tokens": [ + -2.9299702644348145 + ], + "logprob_reward": -0.05497032031416893, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497032031416893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24435779452323914, + 0.10324570536613464, + 0.17745982110500336, + 0.04362299665808678, + 0.04691893234848976, + 0.034256208688020706, + 0.05183954909443855, + 0.02021922916173935, + 0.061383794993162155, + 0.21669591963291168 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.05497032031416893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny sun monitor lizard shown in a full-body close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard's skin a mosaic of vibrant emerald green and turquoise with ruby flecks on its spines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lizard clinging to a broad, waxy tropical leaf covered in shimmering spherical water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the lizard's large golden eyes visible and wide, with its throat pulsating gently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lizard completely still while the background consists of softly blurred lush foliage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761656165122986 + ], + "opposite_logprob_tokens": [ + -0.8261656165122986 + ], + "logprob_reward": -0.5761656165122986, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761656165122986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04516085609793663, + 0.04048958793282509, + 0.054871488362550735, + 0.03305291011929512, + 0.022748930379748344, + 0.023849785327911377, + 0.03211405873298645, + 0.025721974670886993, + 0.03958284109830856, + 0.6824076771736145 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.5761656165122986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_tensor([9459, 9459])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_tensor([9459, 9459])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38ea01248ad2f21e919359c93d5cc8d2600f5a67 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_tensor([9459, 9459])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a slightly overhead angle, captures a silver-haired elderly man immersed in the quaint atmosphere of an antique Chinese teahouse. He wears a dark gray cotton and linen double-breasted jacket, his face gaunt, deep yet peaceful wrinkles etched across his forehead and around his eyes. His gaze is completely focused on his work. A soft ray of afternoon sunlight filters through a nearby carved wooden window, slanting across a dark solid wood square table, illuminating a sheet of off-white rice paper spread out on it, its delicate texture clearly visible. Steady and composed, the elderly man holds a bamboo brush, its handle already gleaming with warmth and gloss. The tip of the brush is saturated with rich ink, and he carefully moves the brush. With a slight twist of his wrist, a fluid, powerful black stroke slowly forms on the paper, the ink smearing slightly across the paper, creating a natural edge. In the background, several purple clay teapots are displayed on a rustic wooden shelf. The air seems to be filled with the faint fragrance of tea and ink. The whole picture has warm tones and soft light and shadow, creating a contemplative atmosphere of extreme concentration, tranquility and realism.", + "seed": 31787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_9459_seed_31787_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03519816305488348, + "vlm_logprob": -0.03519816305488348, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03519816305488348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04324573650956154 + ], + "opposite_logprob_tokens": [ + -3.293245792388916 + ], + "logprob_reward": -0.04324573650956154, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04324573650956154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.197247713804245, + 0.06530043482780457, + 0.0391048900783062, + 0.05224930867552757, + 0.05041298270225525, + 0.11437564343214035, + 0.11124575138092041, + 0.04506450146436691, + 0.03635275736451149, + 0.28864598274230957 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.04324573650956154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811974614858627 + ], + "opposite_logprob_tokens": [ + -3.5298118591308594 + ], + "logprob_reward": -0.029811974614858627, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811974614858627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1782529205083847, + 0.053798265755176544, + 0.06778846681118011, + 0.032941386103630066, + 0.11075868457555771, + 0.0916702151298523, + 0.08238500356674194, + 0.14431700110435486, + 0.050035618245601654, + 0.1880524903535843 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029811974614858627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420446764677763 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.01420446764677763, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420446764677763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2947378158569336, + 0.04632967710494995, + 0.07959414273500443, + 0.05468617007136345, + 0.05933460220694542, + 0.05819157883524895, + 0.04323773831129074, + 0.18431241810321808, + 0.06384704262018204, + 0.11572887748479843 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.01420446764677763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23625224828720093, + 0.06387609988451004, + 0.03448143228888512, + 0.03303079679608345, + 0.05524582788348198, + 0.08962737768888474, + 0.16278809309005737, + 0.18231792747974396, + 0.048697520047426224, + 0.09368272870779037 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.009779401123523712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894923537969589 + ], + "opposite_logprob_tokens": [ + -2.578949213027954 + ], + "logprob_reward": -0.07894923537969589, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894923537969589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07657985389232635, + 0.03350862115621567, + 0.029663793742656708, + 0.03294757008552551, + 0.045172568410634995, + 0.06360120326280594, + 0.05692480131983757, + 0.28963223099708557, + 0.1052364856004715, + 0.2667328119277954 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.07894923537969589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly overhead angle, captures a silver-haired elderly man immersed in the quaint atmosphere of an antique Chinese teahouse. He wears a dark gray cotton and linen double-breasted jacket, his face gaunt, deep yet peaceful wrinkles etched across his forehead and around his eyes. His gaze is completely focused on his work. A soft ray of afternoon sunlight filters through a nearby carved wooden window, slanting across a dark solid wood square table, illuminating a sheet of off-white rice paper spread out on it, its delicate texture clearly visible. Steady and composed, the elderly man holds a bamboo brush, its handle already gleaming with warmth and gloss. The tip of the brush is saturated with rich ink, and he carefully moves the brush. With a slight twist of his wrist, a fluid, powerful black stroke slowly forms on the paper, the ink smearing slightly across the paper, creating a natural edge. In the background, several purple clay teapots are displayed on a rustic wooden shelf. The air seems to be filled with the faint fragrance of tea and ink. The whole picture has warm tones and soft light and shadow, creating a contemplative atmosphere of extreme concentration, tranquility and realism.", + "seed": 31788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_9459_seed_31788_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05081298872828484, + "vlm_logprob": -0.05081298872828484, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.05081298872828484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024651534855365753 + ], + "opposite_logprob_tokens": [ + -4.149651527404785 + ], + "logprob_reward": -0.024651534855365753, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024651534855365753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4264164865016937, + 0.0570472814142704, + 0.043843336403369904, + 0.0566471591591835, + 0.0461496040225029, + 0.10096230357885361, + 0.09566444158554077, + 0.049880169332027435, + 0.03126458078622818, + 0.09212461113929749 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.024651534855365753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054970771074295044 + ], + "opposite_logprob_tokens": [ + -2.9299707412719727 + ], + "logprob_reward": -0.054970771074295044, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054970771074295044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3231542706489563, + 0.0775664821267128, + 0.11095820367336273, + 0.03673528507351875, + 0.1206287071108818, + 0.11320347338914871, + 0.08566160500049591, + 0.06057967618107796, + 0.030668212100863457, + 0.04084403067827225 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.054970771074295044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593635737895966 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593635737895966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593635737895966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3659690022468567, + 0.09492973238229752, + 0.09964875876903534, + 0.08425559103488922, + 0.041046347469091415, + 0.0601557232439518, + 0.025316162034869194, + 0.09575234353542328, + 0.05770433321595192, + 0.0752219706773758 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.020593635737895966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107686385512352 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.01107686385512352, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107686385512352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494554579257965, + 0.1177430972456932, + 0.09423021972179413, + 0.05488574877381325, + 0.04717954993247986, + 0.05364074930548668, + 0.021329591050744057, + 0.11367947608232498, + 0.052514076232910156, + 0.2953420579433441 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.01107686385512352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427721381187439 + ], + "opposite_logprob_tokens": [ + -2.0177721977233887 + ], + "logprob_reward": -0.1427721381187439, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427721381187439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433332860469818, + 0.06633923947811127, + 0.08256066590547562, + 0.09448008984327316, + 0.14206212759017944, + 0.0857190191745758, + 0.06255064159631729, + 0.11410626024007797, + 0.024454807862639427, + 0.18439383804798126 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.1427721381187439 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly overhead angle, captures a silver-haired elderly man immersed in the quaint atmosphere of an antique Chinese teahouse. He wears a dark gray cotton and linen double-breasted jacket, his face gaunt, deep yet peaceful wrinkles etched across his forehead and around his eyes. His gaze is completely focused on his work. A soft ray of afternoon sunlight filters through a nearby carved wooden window, slanting across a dark solid wood square table, illuminating a sheet of off-white rice paper spread out on it, its delicate texture clearly visible. Steady and composed, the elderly man holds a bamboo brush, its handle already gleaming with warmth and gloss. The tip of the brush is saturated with rich ink, and he carefully moves the brush. With a slight twist of his wrist, a fluid, powerful black stroke slowly forms on the paper, the ink smearing slightly across the paper, creating a natural edge. In the background, several purple clay teapots are displayed on a rustic wooden shelf. The air seems to be filled with the faint fragrance of tea and ink. The whole picture has warm tones and soft light and shadow, creating a contemplative atmosphere of extreme concentration, tranquility and realism.", + "seed": 31789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_9459_seed_31789_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03394321026280522, + "vlm_logprob": -0.03394321026280522, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03394321026280522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012594331055879593 + ], + "opposite_logprob_tokens": [ + -4.637594223022461 + ], + "logprob_reward": -0.012594331055879593, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012594331055879593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3459342122077942, + 0.09577327221632004, + 0.08353818953037262, + 0.12241296470165253, + 0.07635024189949036, + 0.051626671105623245, + 0.0922570675611496, + 0.04587213695049286, + 0.03870707005262375, + 0.04752820357680321 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012594331055879593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39768022298812866, + 0.1353369504213333, + 0.0698600709438324, + 0.06166071072220802, + 0.08776862919330597, + 0.04231243208050728, + 0.04386691376566887, + 0.061095230281353, + 0.052624914795160294, + 0.0477939210832119 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023293431848287582 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200941659510136 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014200941659510136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200941659510136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21704192459583282, + 0.2305620163679123, + 0.10194817930459976, + 0.09096772223711014, + 0.0638524517416954, + 0.05461421236395836, + 0.03913770243525505, + 0.0425986722111702, + 0.12508974969387054, + 0.034187376499176025 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014200941659510136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067332289181649685 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.0067332289181649685, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067332289181649685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25338324904441833, + 0.1518583744764328, + 0.1045633852481842, + 0.11486786603927612, + 0.07296613603830338, + 0.032705843448638916, + 0.06675993651151657, + 0.06910234689712524, + 0.04773296043276787, + 0.08605977892875671 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0067332289181649685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289411783218384 + ], + "opposite_logprob_tokens": [ + -2.237894058227539 + ], + "logprob_reward": -0.11289411783218384, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289411783218384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39043569564819336, + 0.08203353732824326, + 0.07001931220293045, + 0.06090080738067627, + 0.031533315777778625, + 0.037629254162311554, + 0.0754617303609848, + 0.1295892745256424, + 0.07951870560646057, + 0.04287830740213394 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.11289411783218384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly overhead angle, captures a silver-haired elderly man immersed in the quaint atmosphere of an antique Chinese teahouse. He wears a dark gray cotton and linen double-breasted jacket, his face gaunt, deep yet peaceful wrinkles etched across his forehead and around his eyes. His gaze is completely focused on his work. A soft ray of afternoon sunlight filters through a nearby carved wooden window, slanting across a dark solid wood square table, illuminating a sheet of off-white rice paper spread out on it, its delicate texture clearly visible. Steady and composed, the elderly man holds a bamboo brush, its handle already gleaming with warmth and gloss. The tip of the brush is saturated with rich ink, and he carefully moves the brush. With a slight twist of his wrist, a fluid, powerful black stroke slowly forms on the paper, the ink smearing slightly across the paper, creating a natural edge. In the background, several purple clay teapots are displayed on a rustic wooden shelf. The air seems to be filled with the faint fragrance of tea and ink. The whole picture has warm tones and soft light and shadow, creating a contemplative atmosphere of extreme concentration, tranquility and realism.", + "seed": 31790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_7/index_9459_seed_31790_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03264479199424386, + "vlm_logprob": -0.03264479199424386, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03264479199424386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034977350383996964 + ], + "opposite_logprob_tokens": [ + -3.534977436065674 + ], + "logprob_reward": -0.034977350383996964, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.034977350383996964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15266282856464386, + 0.08193238079547882, + 0.04795416072010994, + 0.09559498727321625, + 0.10140302777290344, + 0.1125832051038742, + 0.12049327790737152, + 0.10327175259590149, + 0.07487146556377411, + 0.10923289507627487 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.034977350383996964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2516508996486664, + 0.08134093880653381, + 0.030084850266575813, + 0.06757204234600067, + 0.06984954327344894, + 0.14419087767601013, + 0.10680332779884338, + 0.0342794768512249, + 0.14743639528751373, + 0.06679166108369827 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18223275244235992, + 0.07004371285438538, + 0.03926917165517807, + 0.07062672823667526, + 0.09979916363954544, + 0.2618015706539154, + 0.08080883324146271, + 0.10289278626441956, + 0.044139377772808075, + 0.04838588833808899 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059465630911290646 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.0059465630911290646, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059465630911290646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521439403295517, + 0.03975477069616318, + 0.02507685124874115, + 0.20122478902339935, + 0.08808275312185287, + 0.1971760243177414, + 0.07842627167701721, + 0.09271981567144394, + 0.06051979959011078, + 0.06487492471933365 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0059465630911290646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a silver-haired elderly man wearing a dark gray double-breasted jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a bamboo brush with a tip saturated in rich ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a fluid black stroke on off-white rice paper that smears slightly to create a natural edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are purple clay teapots visible on a rustic wooden shelf in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998725235462189 + ], + "opposite_logprob_tokens": [ + -2.6949872970581055 + ], + "logprob_reward": -0.06998725235462189, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998725235462189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19311201572418213, + 0.06437832862138748, + 0.12846820056438446, + 0.12094587087631226, + 0.07770078629255295, + 0.13514502346515656, + 0.06371236592531204, + 0.049726132303476334, + 0.053158652037382126, + 0.11365262418985367 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.06998725235462189 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_tensor([5253, 5253])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_tensor([5253, 5253])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de4b18a1fd885b80290a74ab4671e054db169ace --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_tensor([5253, 5253])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, captured in slow motion using high-speed photography, freezes the moment of a large, crystal-clear teardrop slowly falling against a pure, deep black background. Sculpted by strong sidelight, the plump, pear-shaped teardrop's surface tension creates a smooth, taut edge, reflecting a brilliant highlight. The moment its base contacts an invisible horizontal surface, it is instantly flattened into a disc. Then, its accumulated energy violently explodes outward, creating a crown-shaped splash of exquisite, perfectly symmetrical beauty. Countless smaller droplets are ejected from the tip of this liquid \"crown,\" radiating outward in all directions, carving elegant, fleeting arcs through the air. The image is rendered in a grainy, retro black-and-white style, with rich gradations of gray delicately depicting each surge and shattering of the liquid. The striking contrast of light and dark not only emphasizes the dynamic beauty of the droplet but also creates a tranquil atmosphere, imbued with a minimalist aesthetic, both violent and charged, yet imbued with a poetic sadness.", + "seed": 5336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_5253_seed_5336_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026614865683950484, + "vlm_logprob": -0.026614865683950484, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.026614865683950484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11331644654273987 + ], + "opposite_logprob_tokens": [ + -2.238316535949707 + ], + "logprob_reward": -0.11331644654273987, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11331644654273987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2380913943052292, + 0.08097962290048599, + 0.0343601256608963, + 0.06789287179708481, + 0.07423704117536545, + 0.035891495645046234, + 0.15612374246120453, + 0.11112339049577713, + 0.0801427811384201, + 0.1211574524641037 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.11331644654273987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205290004611015 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205290004611015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205290004611015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16158831119537354, + 0.05257388576865196, + 0.026707665994763374, + 0.07440341264009476, + 0.05378483235836029, + 0.06794271618127823, + 0.17254182696342468, + 0.10865716636180878, + 0.08219660818576813, + 0.1996036171913147 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.014205290004611015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011803095694631338 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011803095694631338, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011803095694631338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08989880979061127, + 0.028423238545656204, + 0.04243537411093712, + 0.0271068774163723, + 0.05562940984964371, + 0.10609131306409836, + 0.22383297979831696, + 0.10297632962465286, + 0.07519348710775375, + 0.24841216206550598 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.0011803095694631338 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179595128633082 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.001179595128633082, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179595128633082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29147687554359436, + 0.05696060508489609, + 0.03996897488832474, + 0.058591995388269424, + 0.07516536116600037, + 0.12456391751766205, + 0.08723780512809753, + 0.10741226375102997, + 0.058403849601745605, + 0.10021832585334778 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.001179595128633082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319268717430532 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.00319268717430532, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319268717430532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2575734853744507, + 0.06908246874809265, + 0.046611420810222626, + 0.06919750571250916, + 0.11306777596473694, + 0.053339965641498566, + 0.14480997622013092, + 0.09262638539075851, + 0.0432327501475811, + 0.11045823991298676 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00319268717430532 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in slow motion using high-speed photography, freezes the moment of a large, crystal-clear teardrop slowly falling against a pure, deep black background. Sculpted by strong sidelight, the plump, pear-shaped teardrop's surface tension creates a smooth, taut edge, reflecting a brilliant highlight. The moment its base contacts an invisible horizontal surface, it is instantly flattened into a disc. Then, its accumulated energy violently explodes outward, creating a crown-shaped splash of exquisite, perfectly symmetrical beauty. Countless smaller droplets are ejected from the tip of this liquid \"crown,\" radiating outward in all directions, carving elegant, fleeting arcs through the air. The image is rendered in a grainy, retro black-and-white style, with rich gradations of gray delicately depicting each surge and shattering of the liquid. The striking contrast of light and dark not only emphasizes the dynamic beauty of the droplet but also creates a tranquil atmosphere, imbued with a minimalist aesthetic, both violent and charged, yet imbued with a poetic sadness.", + "seed": 5337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_5253_seed_5337_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009678565978538245, + "vlm_logprob": -0.009678565978538245, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.009678565978538245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016633402556180954 + ], + "opposite_logprob_tokens": [ + -4.1416335105896 + ], + "logprob_reward": -0.016633402556180954, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016633402556180954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06464450061321259, + 0.050923243165016174, + 0.02976136840879917, + 0.025125155225396156, + 0.04048961400985718, + 0.0719478502869606, + 0.5635094046592712, + 0.022976338863372803, + 0.1077929139137268, + 0.022829536348581314 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.016633402556180954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594686269760132 + ], + "opposite_logprob_tokens": [ + -3.895594596862793 + ], + "logprob_reward": -0.020594686269760132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594686269760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11658170819282532, + 0.054724812507629395, + 0.0747569352388382, + 0.05017433688044548, + 0.1843319982290268, + 0.06497801095247269, + 0.18468588590621948, + 0.14755842089653015, + 0.09759551286697388, + 0.02461235783994198 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.020594686269760132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008139872807078063 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008139872807078063, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008139872807078063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12732797861099243, + 0.07439041137695312, + 0.17623460292816162, + 0.07630625367164612, + 0.09393613040447235, + 0.09017819166183472, + 0.09578897804021835, + 0.06951357424259186, + 0.14854653179645538, + 0.04777739197015762 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0008139872807078063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2113778442144394, + 0.059620119631290436, + 0.024706821888685226, + 0.16451679170131683, + 0.07115282863378525, + 0.05969042330980301, + 0.2602153718471527, + 0.027176879346370697, + 0.08967022597789764, + 0.03187267482280731 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615630092099309 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615630092099309, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615630092099309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2962772250175476, + 0.05742975324392319, + 0.1147243082523346, + 0.06329483538866043, + 0.05618145689368248, + 0.07467717677354813, + 0.1151665449142456, + 0.04817930981516838, + 0.10408634692430496, + 0.06998307257890701 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.003615630092099309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in slow motion using high-speed photography, freezes the moment of a large, crystal-clear teardrop slowly falling against a pure, deep black background. Sculpted by strong sidelight, the plump, pear-shaped teardrop's surface tension creates a smooth, taut edge, reflecting a brilliant highlight. The moment its base contacts an invisible horizontal surface, it is instantly flattened into a disc. Then, its accumulated energy violently explodes outward, creating a crown-shaped splash of exquisite, perfectly symmetrical beauty. Countless smaller droplets are ejected from the tip of this liquid \"crown,\" radiating outward in all directions, carving elegant, fleeting arcs through the air. The image is rendered in a grainy, retro black-and-white style, with rich gradations of gray delicately depicting each surge and shattering of the liquid. The striking contrast of light and dark not only emphasizes the dynamic beauty of the droplet but also creates a tranquil atmosphere, imbued with a minimalist aesthetic, both violent and charged, yet imbued with a poetic sadness.", + "seed": 5338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_5253_seed_5338_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0054419039282947775, + "vlm_logprob": -0.0054419039282947775, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.0054419039282947775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004662950057536364 + ], + "opposite_logprob_tokens": [ + -5.504662990570068 + ], + "logprob_reward": -0.004662950057536364, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004662950057536364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18480688333511353, + 0.1686221808195114, + 0.09838350117206573, + 0.0800882950425148, + 0.056958217173814774, + 0.05358230695128441, + 0.10055340081453323, + 0.06076850742101669, + 0.062105223536491394, + 0.134131520986557 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.004662950057536364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788372553884983 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.009788372553884983, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788372553884983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3003471791744232, + 0.15623611211776733, + 0.224259614944458, + 0.09738478809595108, + 0.03633083775639534, + 0.044054970145225525, + 0.03380343317985535, + 0.049831636250019073, + 0.03233317285776138, + 0.02541828341782093 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009788372553884983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1307884007692337, + 0.17921796441078186, + 0.18943817913532257, + 0.18741223216056824, + 0.05170677229762077, + 0.0452180840075016, + 0.07728870213031769, + 0.04408625513315201, + 0.06685364991426468, + 0.027989747002720833 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16439509391784668, + 0.05904611945152283, + 0.07186944037675858, + 0.1028185561299324, + 0.15203599631786346, + 0.028751440346240997, + 0.05570712313055992, + 0.32709750533103943, + 0.02634527161717415, + 0.011933470144867897 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1645839810371399, + 0.15172258019447327, + 0.09103501588106155, + 0.06756892800331116, + 0.05681389197707176, + 0.03929830715060234, + 0.16225555539131165, + 0.19285908341407776, + 0.03517492860555649, + 0.038687754422426224 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.005950592458248138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured in slow motion using high-speed photography, freezes the moment of a large, crystal-clear teardrop slowly falling against a pure, deep black background. Sculpted by strong sidelight, the plump, pear-shaped teardrop's surface tension creates a smooth, taut edge, reflecting a brilliant highlight. The moment its base contacts an invisible horizontal surface, it is instantly flattened into a disc. Then, its accumulated energy violently explodes outward, creating a crown-shaped splash of exquisite, perfectly symmetrical beauty. Countless smaller droplets are ejected from the tip of this liquid \"crown,\" radiating outward in all directions, carving elegant, fleeting arcs through the air. The image is rendered in a grainy, retro black-and-white style, with rich gradations of gray delicately depicting each surge and shattering of the liquid. The striking contrast of light and dark not only emphasizes the dynamic beauty of the droplet but also creates a tranquil atmosphere, imbued with a minimalist aesthetic, both violent and charged, yet imbued with a poetic sadness.", + "seed": 5339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_8/index_5253_seed_5339_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01115266913548112, + "vlm_logprob": -0.01115266913548112, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.01115266913548112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006948947440832853 + ], + "opposite_logprob_tokens": [ + -5.006948947906494 + ], + "logprob_reward": -0.006948947440832853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006948947440832853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17466223239898682, + 0.3656115233898163, + 0.09210535138845444, + 0.026434442028403282, + 0.03742045536637306, + 0.13799485564231873, + 0.027166027575731277, + 0.05775609612464905, + 0.042233265936374664, + 0.038615718483924866 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006948947440832853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108546286821365 + ], + "opposite_logprob_tokens": [ + -3.2881085872650146 + ], + "logprob_reward": -0.038108546286821365, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108546286821365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13964270055294037, + 0.34589850902557373, + 0.047282177954912186, + 0.05911044403910637, + 0.03828293830156326, + 0.09325654804706573, + 0.05075898393988609, + 0.05265401676297188, + 0.05805676057934761, + 0.11505685746669769 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.038108546286821365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001939917216077447 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.001939917216077447, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001939917216077447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2061474770307541, + 0.14254817366600037, + 0.04488399252295494, + 0.06473838537931442, + 0.07290069013834, + 0.22256503999233246, + 0.12100318819284439, + 0.0334324836730957, + 0.04508272558450699, + 0.046697791665792465 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.001939917216077447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818423556163907 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818423556163907, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818423556163907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15660147368907928, + 0.28923526406288147, + 0.0652022659778595, + 0.07420804351568222, + 0.07730363309383392, + 0.0609564371407032, + 0.043996699154376984, + 0.028234347701072693, + 0.07309184223413467, + 0.13116995990276337 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.002818423556163907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large, pear-shaped teardrop falling against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop flatten into a disc upon contact with a surface before exploding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the explosion create a crown-shaped splash with smaller droplets radiating outward in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video rendered in a grainy, retro black-and-white style with rich gray gradations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by strong sidelight creating a smooth, taut edge and a brilliant highlight on the teardrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22003722190856934, + 0.2804476022720337, + 0.038689568638801575, + 0.0823434367775917, + 0.07759465277194977, + 0.05182914808392525, + 0.03235078230500221, + 0.024145497009158134, + 0.059631165117025375, + 0.1329309493303299 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005947511177510023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_tensor([1793, 1793])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_tensor([1793, 1793])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78df411d6bbcdf6a5ef4bb99f5fe1e9cae9171d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_tensor([1793, 1793])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The eye-level shot begins at the surface, where a formidable great white shark's signature triangular dorsal fin slices cleanly through the crystal-clear waves, creating a delicate V-shaped wake. The camera then tilts smoothly and deliberately downward, following the shark's majestic and graceful dive into the depths. Sunlight filters through the water from above, casting an ethereal, shifting crepuscular light that illuminates the scene with a heavenly glow. The shark's entire streamlined body is now visible; its skin gradates in perfect counter-tonal fashion, from a deep slate gray on top to a striking white underbelly, its powerful musculature ripples with every effortless side-to-side stroke of its tail fin. As it glides steadily and deliberately forward, its sharp pectoral fins tilted in a controlled dive, it passes through an underwater world vibrant, captivating, and thriving with life. A vibrant riot of pink and orange brain coral creates a complex, richly textured backdrop. In sudden, dynamic bursts, dense, shimmering schools of thousands of tiny silver fish, previously moving as one, exploded outward in a cloud of panic, their scales catching the light as they scattered to avoid the quiet, relentless path of the apex predator, emphasizing the shark’s quiet, predatory elegance amidst the beauty of the thriving reef.", + "seed": 14268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_1793_seed_14268_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.28136982806026933, + "vlm_logprob": -0.28136982806026933, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.28136982806026933, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3180818557739258 + ], + "opposite_logprob_tokens": [ + -0.31808188557624817 + ], + "logprob_reward": -1.3180818557739258, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3180818557739258, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15468573570251465, + 0.04723623767495155, + 0.3542573153972626, + 0.05297960713505745, + 0.0675382912158966, + 0.10035097599029541, + 0.03921065106987953, + 0.06098220869898796, + 0.01896304450929165, + 0.10379596054553986 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -1.3180818557739258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372011333703995 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.03372011333703995, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372011333703995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11306517571210861, + 0.07404834777116776, + 0.29111459851264954, + 0.04259302467107773, + 0.054069168865680695, + 0.0729585736989975, + 0.016566172242164612, + 0.05991462245583534, + 0.0232140701264143, + 0.2524562180042267 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.03372011333703995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525747099891305 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.00525747099891305, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525747099891305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06886883825063705, + 0.031294021755456924, + 0.09084510803222656, + 0.08021021634340286, + 0.05045400932431221, + 0.07150900363922119, + 0.10058930516242981, + 0.33873140811920166, + 0.02183559723198414, + 0.14566253125667572 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.00525747099891305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06335444003343582, + 0.02482898347079754, + 0.03306323662400246, + 0.049108248203992844, + 0.1063574030995369, + 0.049850717186927795, + 0.03672020882368088, + 0.16825811564922333, + 0.022286968305706978, + 0.44617176055908203 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304901137948036 + ], + "opposite_logprob_tokens": [ + -3.1680490970611572 + ], + "logprob_reward": -0.04304901137948036, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304901137948036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03127681091427803, + 0.017980113625526428, + 0.06750981509685516, + 0.014509188942611217, + 0.03079173155128956, + 0.038844380527734756, + 0.15128639340400696, + 0.22030378878116608, + 0.02814745530486107, + 0.39935028553009033 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.04304901137948036 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The eye-level shot begins at the surface, where a formidable great white shark's signature triangular dorsal fin slices cleanly through the crystal-clear waves, creating a delicate V-shaped wake. The camera then tilts smoothly and deliberately downward, following the shark's majestic and graceful dive into the depths. Sunlight filters through the water from above, casting an ethereal, shifting crepuscular light that illuminates the scene with a heavenly glow. The shark's entire streamlined body is now visible; its skin gradates in perfect counter-tonal fashion, from a deep slate gray on top to a striking white underbelly, its powerful musculature ripples with every effortless side-to-side stroke of its tail fin. As it glides steadily and deliberately forward, its sharp pectoral fins tilted in a controlled dive, it passes through an underwater world vibrant, captivating, and thriving with life. A vibrant riot of pink and orange brain coral creates a complex, richly textured backdrop. In sudden, dynamic bursts, dense, shimmering schools of thousands of tiny silver fish, previously moving as one, exploded outward in a cloud of panic, their scales catching the light as they scattered to avoid the quiet, relentless path of the apex predator, emphasizing the shark’s quiet, predatory elegance amidst the beauty of the thriving reef.", + "seed": 14269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_1793_seed_14269_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10110102789476513, + "vlm_logprob": -0.10110102789476513, + "vlm_yes_no_margin": 3.525000011920929, + "vlm_token_credit": -0.10110102789476513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4354860186576843 + ], + "opposite_logprob_tokens": [ + -1.060486078262329 + ], + "logprob_reward": -0.4354860186576843, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4354860186576843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2887522876262665, + 0.12897814810276031, + 0.08916877955198288, + 0.18229877948760986, + 0.044649794697761536, + 0.023053785786032677, + 0.047992877662181854, + 0.0892026424407959, + 0.05599072575569153, + 0.04991219937801361 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.4354860186576843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595736801624298 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.020595736801624298, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595736801624298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16361625492572784, + 0.041958123445510864, + 0.08708393573760986, + 0.29249751567840576, + 0.13178589940071106, + 0.03465834632515907, + 0.12117782235145569, + 0.02856431156396866, + 0.06987301260232925, + 0.02878475934267044 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.020595736801624298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11909171938896179, + 0.12887869775295258, + 0.07023396342992783, + 0.3772909939289093, + 0.06751971691846848, + 0.041814543306827545, + 0.034838564693927765, + 0.07104527205228806, + 0.05891832336783409, + 0.030368197709321976 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005950829479843378 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390515834093094, + 0.05128356069326401, + 0.09925613552331924, + 0.36018291115760803, + 0.05856965109705925, + 0.04267960786819458, + 0.12825971841812134, + 0.09091109037399292, + 0.04792357608675957, + 0.027028532698750496 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368784114718437 + ], + "opposite_logprob_tokens": [ + -3.4086878299713135 + ], + "logprob_reward": -0.03368784114718437, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368784114718437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10105004906654358, + 0.05031253397464752, + 0.07552046328783035, + 0.314896821975708, + 0.08710713684558868, + 0.07213585823774338, + 0.07459048181772232, + 0.08986315131187439, + 0.08131858706474304, + 0.053204964846372604 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.03368784114718437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The eye-level shot begins at the surface, where a formidable great white shark's signature triangular dorsal fin slices cleanly through the crystal-clear waves, creating a delicate V-shaped wake. The camera then tilts smoothly and deliberately downward, following the shark's majestic and graceful dive into the depths. Sunlight filters through the water from above, casting an ethereal, shifting crepuscular light that illuminates the scene with a heavenly glow. The shark's entire streamlined body is now visible; its skin gradates in perfect counter-tonal fashion, from a deep slate gray on top to a striking white underbelly, its powerful musculature ripples with every effortless side-to-side stroke of its tail fin. As it glides steadily and deliberately forward, its sharp pectoral fins tilted in a controlled dive, it passes through an underwater world vibrant, captivating, and thriving with life. A vibrant riot of pink and orange brain coral creates a complex, richly textured backdrop. In sudden, dynamic bursts, dense, shimmering schools of thousands of tiny silver fish, previously moving as one, exploded outward in a cloud of panic, their scales catching the light as they scattered to avoid the quiet, relentless path of the apex predator, emphasizing the shark’s quiet, predatory elegance amidst the beauty of the thriving reef.", + "seed": 14270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_1793_seed_14270_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28627125788480046, + "vlm_logprob": -0.28627125788480046, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.28627125788480046, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2258844375610352 + ], + "opposite_logprob_tokens": [ + -0.35088440775871277 + ], + "logprob_reward": -1.2258844375610352, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2258844375610352, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21061480045318604, + 0.3346651792526245, + 0.05540042743086815, + 0.08062631636857986, + 0.06535255908966064, + 0.031616754829883575, + 0.04577665403485298, + 0.0674399882555008, + 0.07791954278945923, + 0.030587727203965187 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -1.2258844375610352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270764023065567 + ], + "opposite_logprob_tokens": [ + -2.1270763874053955 + ], + "logprob_reward": -0.1270764023065567, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270764023065567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1120220273733139, + 0.22600306570529938, + 0.07426481693983078, + 0.2435501664876938, + 0.07932828366756439, + 0.038663677871227264, + 0.03032444231212139, + 0.12895715236663818, + 0.04161674901843071, + 0.02526959218084812 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.1270764023065567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525664072483778 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525664072483778, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525664072483778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15137942135334015, + 0.17931212484836578, + 0.04645582661032677, + 0.1728908121585846, + 0.09240899235010147, + 0.037752505391836166, + 0.04778233915567398, + 0.20613284409046173, + 0.034106504172086716, + 0.031778622418642044 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.00525664072483778 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20140589773654938, + 0.1600484549999237, + 0.06153113767504692, + 0.1717214584350586, + 0.06633123010396957, + 0.06487830728292465, + 0.04244926571846008, + 0.14824052155017853, + 0.05446259677410126, + 0.028931161388754845 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.018200648948550224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493815988302231 + ], + "opposite_logprob_tokens": [ + -2.9299380779266357 + ], + "logprob_reward": -0.05493815988302231, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493815988302231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06669823825359344, + 0.05896594002842903, + 0.04588303342461586, + 0.21957698464393616, + 0.10814348608255386, + 0.14251002669334412, + 0.033359065651893616, + 0.21757546067237854, + 0.08402696251869202, + 0.02326083369553089 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.05493815988302231 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The eye-level shot begins at the surface, where a formidable great white shark's signature triangular dorsal fin slices cleanly through the crystal-clear waves, creating a delicate V-shaped wake. The camera then tilts smoothly and deliberately downward, following the shark's majestic and graceful dive into the depths. Sunlight filters through the water from above, casting an ethereal, shifting crepuscular light that illuminates the scene with a heavenly glow. The shark's entire streamlined body is now visible; its skin gradates in perfect counter-tonal fashion, from a deep slate gray on top to a striking white underbelly, its powerful musculature ripples with every effortless side-to-side stroke of its tail fin. As it glides steadily and deliberately forward, its sharp pectoral fins tilted in a controlled dive, it passes through an underwater world vibrant, captivating, and thriving with life. A vibrant riot of pink and orange brain coral creates a complex, richly textured backdrop. In sudden, dynamic bursts, dense, shimmering schools of thousands of tiny silver fish, previously moving as one, exploded outward in a cloud of panic, their scales catching the light as they scattered to avoid the quiet, relentless path of the apex predator, emphasizing the shark’s quiet, predatory elegance amidst the beauty of the thriving reef.", + "seed": 14271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000300/group_9/index_1793_seed_14271_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14017608370631934, + "vlm_logprob": -0.14017608370631934, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.14017608370631934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5807268619537354 + ], + "opposite_logprob_tokens": [ + -0.8307268619537354 + ], + "logprob_reward": -0.5807268619537354, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5807268619537354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21329395473003387, + 0.2545800507068634, + 0.0871431976556778, + 0.10646099597215652, + 0.08586305379867554, + 0.08997943252325058, + 0.03993843495845795, + 0.03677522391080856, + 0.0445471927523613, + 0.04141843691468239 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.5807268619537354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048672378063201904 + ], + "opposite_logprob_tokens": [ + -3.0486724376678467 + ], + "logprob_reward": -0.048672378063201904, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048672378063201904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0826464369893074, + 0.14713029563426971, + 0.04782563075423241, + 0.28887486457824707, + 0.051706768572330475, + 0.030554549768567085, + 0.04910803213715553, + 0.02851930260658264, + 0.1553352028131485, + 0.11829885840415955 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.048672378063201904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641231805086136 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641231805086136, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641231805086136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11746709793806076, + 0.16435550153255463, + 0.08992573618888855, + 0.1517917811870575, + 0.0777021050453186, + 0.12837807834148407, + 0.09525090456008911, + 0.040066059678792953, + 0.044431935995817184, + 0.09063076227903366 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.008641231805086136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420129369944334 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.01420129369944334, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420129369944334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10689762234687805, + 0.336515873670578, + 0.14434640109539032, + 0.09334709495306015, + 0.09687966108322144, + 0.024951189756393433, + 0.030866818502545357, + 0.029244553297758102, + 0.04731803387403488, + 0.08963277190923691 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01420129369944334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an eye-level perspective at the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a great white shark visible with a triangular dorsal fin slicing through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt smoothly and deliberately downward to follow the shark diving into the depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shark's skin visible with a gradient from deep slate gray on top to white on the underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of pink and orange brain coral with schools of tiny silver fish scattering in panic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863865301012993 + ], + "opposite_logprob_tokens": [ + -3.0486385822296143 + ], + "logprob_reward": -0.04863865301012993, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863865301012993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05224558711051941, + 0.4744846522808075, + 0.042119015008211136, + 0.08599850535392761, + 0.05407583341002464, + 0.027068274095654488, + 0.04033602401614189, + 0.11654271185398102, + 0.052977386862039566, + 0.0541519857943058 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.04863865301012993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file